From dfa11acf876d53b3b35220fe63dc64bcfba86078 Mon Sep 17 00:00:00 2001 From: Meng Li <34143965+Meng6@users.noreply.github.com> Date: Thu, 21 Oct 2021 22:54:19 -0400 Subject: [PATCH 1/6] Updated phone battery test data and results (#165) Co-authored-by: Weiyu --- docs/change-log.md | 2 + docs/developers/test-cases.md | 44 +-- .../external/aware_csv/phone_battery_raw.csv | 339 ++++++++++++++++++ .../manual/aware_csv/phone_battery_raw.csv | 170 +++++++++ .../mtz_event/android/phone_battery.csv | 3 + .../mtz_event/empatica/phone_battery.csv | 1 + .../mtz_event/empty/phone_battery.csv | 1 + .../mtz_event/fitbit/phone_battery.csv | 1 + .../features/mtz_event/ios/phone_battery.csv | 3 + .../mtz_frequency/android/phone_battery.csv | 49 +++ .../mtz_frequency/empatica/phone_battery.csv | 1 + .../mtz_frequency/empty/phone_battery.csv | 1 + .../mtz_frequency/fitbit/phone_battery.csv | 1 + .../mtz_frequency/ios/phone_battery.csv | 49 +++ .../mtz_periodic/android/phone_battery.csv | 25 ++ .../mtz_periodic/empatica/phone_battery.csv | 1 + .../mtz_periodic/empty/phone_battery.csv | 1 + .../mtz_periodic/fitbit/phone_battery.csv | 1 + .../mtz_periodic/ios/phone_battery.csv | 25 ++ .../stz_event/android/phone_battery.csv | 3 + .../stz_event/empatica/phone_battery.csv | 1 + .../stz_event/empty/phone_battery.csv | 1 + .../stz_event/fitbit/phone_battery.csv | 1 + .../features/stz_event/ios/phone_battery.csv | 3 + .../stz_frequency/android/phone_battery.csv | 49 +++ .../stz_frequency/empatica/phone_battery.csv | 1 + .../stz_frequency/empty/phone_battery.csv | 1 + .../stz_frequency/fitbit/phone_battery.csv | 1 + .../stz_frequency/ios/phone_battery.csv | 49 +++ .../stz_periodic/android/phone_battery.csv | 25 ++ .../stz_periodic/empatica/phone_battery.csv | 1 + .../stz_periodic/empty/phone_battery.csv | 1 + .../stz_periodic/fitbit/phone_battery.csv | 1 + .../stz_periodic/ios/phone_battery.csv | 25 ++ tests/settings/mtz_event_config.yaml | 2 +- tests/settings/mtz_frequency_config.yaml | 2 +- tests/settings/mtz_periodic_config.yaml | 2 +- tests/settings/stz_event_config.yaml | 2 +- tests/settings/stz_frequency_config.yaml | 2 +- tests/settings/stz_periodic_config.yaml | 2 +- 40 files changed, 866 insertions(+), 27 deletions(-) create mode 100644 tests/data/external/aware_csv/phone_battery_raw.csv create mode 100644 tests/data/manual/aware_csv/phone_battery_raw.csv create mode 100644 tests/data/processed/features/mtz_event/android/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_event/empatica/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_event/empty/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_event/fitbit/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_event/ios/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_frequency/android/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_frequency/empatica/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_frequency/empty/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_frequency/fitbit/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_frequency/ios/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_periodic/android/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_periodic/empatica/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_periodic/empty/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_periodic/fitbit/phone_battery.csv create mode 100644 tests/data/processed/features/mtz_periodic/ios/phone_battery.csv create mode 100644 tests/data/processed/features/stz_event/android/phone_battery.csv create mode 100644 tests/data/processed/features/stz_event/empatica/phone_battery.csv create mode 100644 tests/data/processed/features/stz_event/empty/phone_battery.csv create mode 100644 tests/data/processed/features/stz_event/fitbit/phone_battery.csv create mode 100644 tests/data/processed/features/stz_event/ios/phone_battery.csv create mode 100644 tests/data/processed/features/stz_frequency/android/phone_battery.csv create mode 100644 tests/data/processed/features/stz_frequency/empatica/phone_battery.csv create mode 100644 tests/data/processed/features/stz_frequency/empty/phone_battery.csv create mode 100644 tests/data/processed/features/stz_frequency/fitbit/phone_battery.csv create mode 100644 tests/data/processed/features/stz_frequency/ios/phone_battery.csv create mode 100644 tests/data/processed/features/stz_periodic/android/phone_battery.csv create mode 100644 tests/data/processed/features/stz_periodic/empatica/phone_battery.csv create mode 100644 tests/data/processed/features/stz_periodic/empty/phone_battery.csv create mode 100644 tests/data/processed/features/stz_periodic/fitbit/phone_battery.csv create mode 100644 tests/data/processed/features/stz_periodic/ios/phone_battery.csv diff --git a/docs/change-log.md b/docs/change-log.md index fbdfb465..6c21eb94 100644 --- a/docs/change-log.md +++ b/docs/change-log.md @@ -1,4 +1,6 @@ # Change Log +## v.1.7.0 +- Add tests for phone battery features ## v1.6.0 - Refactor PHONE_CALLS RAPIDS provider to compute features based on call episodes or events - Refactor PHONE_LOCATIONS DORYAB provider to compute features based on location episodes diff --git a/docs/developers/test-cases.md b/docs/developers/test-cases.md index d9324c78..bb09f5a9 100644 --- a/docs/developers/test-cases.md +++ b/docs/developers/test-cases.md @@ -11,7 +11,7 @@ The following is a list of the sensors that testing is currently available. | Phone Accelerometer | RAPIDS | Y | Y | Y | | Phone Activity Recognition | RAPIDS | Y | Y | Y | | Phone Applications Foreground | RAPIDS | Y | Y | Y | -| Phone Battery | RAPIDS | Y | Y | N | +| Phone Battery | RAPIDS | Y | Y | Y | | Phone Bluetooth | Doryab | Y | Y | Y | | Phone Bluetooth | RAPIDS | Y | Y | Y | | Phone Calls | RAPIDS | Y | Y | Y | @@ -28,7 +28,7 @@ The following is a list of the sensors that testing is currently available. | Fitbit Data Yield | RAPIDS | Y | Y | Y | | Fitbit Heart Rate Summary | RAPIDS | Y | Y | Y | | Fitbit Heart Rate Intraday | RAPIDS | Y | Y | Y | -| Fitbit Sleep Summary | RAPIDS | N | N | N | +| Fitbit Sleep Summary | RAPIDS | Y | Y | Y | | Fitbit Sleep Intraday | RAPIDS | Y | Y | Y | | Fitbit Sleep Intraday | PRICE | Y | Y | Y | | Fitbit Steps Summary | RAPIDS | Y | Y | Y | @@ -46,7 +46,7 @@ Description - One episode before the time switch (`Sun 00:02:00`) and one episode after the time switch (`Sun 04:18:00`) - Multiple episodes within one min which cause variance in magnitude (`Fri 00:10:25`, `Fri 00:10:27` and `Fri 00:10:46`) -Checklist: +Checklist |time segment| single tz | multi tz|platform| |-|-|-|-| @@ -69,7 +69,7 @@ Description - Two episodes locate in the same daily segment (`Fri 11:57:56.385` and `Sat 10:54:10.000`) - One episode before the time switch (`Sun 00:48:01.000`) and one episode after the time switch (`Sun 06:21:01.000`) -Checklist: +Checklist |time segment| single tz | multi tz|platform| |-|-|-|-| @@ -158,24 +158,26 @@ Checklist ## Battery -Due to the difference in the format of the raw battery data for iOS and Android as well as versions of iOS the following is the expected results the `battery_deltas.csv`. This would give a better idea of the use cases being tested since the `battery_deltas.csv` would make both the iOS and Android data comparable. These files are used to calculate the features for the battery sensor. +Description -- The battery delta data file contains data for 1 day. -- The battery delta data contains 1 record each for a `charging` and - `discharging` episode that falls within an `epoch` for every - `epoch`. Thus, for the `daily` epoch there would be multiple - `charging` and `discharging` episodes -- Since either a `charging` episode or a `discharging` episode and - not both can occur across epochs, in order to test episodes that - occur across epochs alternating episodes of `charging` and - `discharging` episodes that fall across `night` to `morning`, - `morning` to `afternoon` and finally `afternoon` to `night` are - present in the battery delta data. This starts with a - `discharging` episode that begins in `night` and end in `morning`. -- There is one battery data file each, for testing both iOS and - Android data formats. -- There is also an additional empty data file for both android and - iOS for testing empty data files +- The 4-day raw data is contained in `phone_battery_raw.csv` +- One discharge episode acrossing two 30-min time segements (`Fri 05:57:30.123` to `Fri 06:04:32.456`) +- One charging episode acrossing two 30-min time segments (`Fri 11:55:58.416` to `Fri 12:08:07.876`) +- One discharge episode and one charging episode locate within the same 30-min time segement (`Fri 21:30:00` to `Fri 22:00:00`) +- One episode before the time switch (`Sun 00:24:00.000`) and one episode after the time switch (`Sun 21:58:00`) +- Two episodes locate in the same daily segment + +Checklist + +|time segment| single tz | multi tz|platform| +|-|-|-|-| +|30min|OK|OK|android| +|morning|OK|OK|android| +|daily|OK|OK|android| +|threeday|OK|OK|android| +|weekend|OK|OK|android| +|beforeMarchEvent|OK|OK|android| +|beforeNovemberEvent|OK|OK|android| ## Bluetooth diff --git a/tests/data/external/aware_csv/phone_battery_raw.csv b/tests/data/external/aware_csv/phone_battery_raw.csv new file mode 100644 index 00000000..e1abddb1 --- /dev/null +++ b/tests/data/external/aware_csv/phone_battery_raw.csv @@ -0,0 +1,339 @@ +timestamp,device_id,battery_status,battery_level,battery_scale,battery_voltage,battery_temperature,battery_adaptor,battery_health,battery_technology +1583471290416,android,3.0,80.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +1583471483435,android,3.0,79.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +1583471730630,android,3.0,78.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +1583471858603,android,3.0,77.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +1583476060603,android,4.0,77.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +1583482830416,android,2.0,77.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +1583483030435,android,2.0,78.0,100.0,4094.0,23.0,0.0,2.0,Li-ion 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16:24:47.876,android,2.0,63.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 17:56:03.123,android,3.0,60.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 17:59:41.435,android,3.0,59.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 18:04:14.321,android,3.0,58.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 18:07:24.456,android,3.0,57.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 20:03:03.416,android,2.0,72.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 20:05:12.435,android,2.0,73.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 20:07:24.679,android,2.0,74.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 20:10:34.876,android,2.0,75.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 20:50:44.603,android,4.0,75.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 21:30:04.416,android,3.0,74.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 21:32:14.435,android,3.0,73.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 21:35:23.679,android,3.0,72.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 21:37:47.876,android,3.0,71.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 21:40:01.875,android,2.0,70.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 21:43:21.075,android,2.0,78.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 23:57:47.875,android,3.0,65.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 23:58:47.875,android,3.0,64.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Sat 17:00:05,android,3,90,100,4170,23,0,2,Li-ion +Sat 17:07:00,android,3,89,100,4170,23,0,2,Li-ion +Sat 17:15:00,android,3,88,100,4170,23,0,2,Li-ion +Sat 21:32:00,android,2,78,100,4170,23,0,2,Li-ion +Sat 21:39:00,android,2,79,100,4170,23,0,2,Li-ion +Sat 21:48:00,android,2,80,100,4170,23,0,2,Li-ion +Sun 00:24:00,android,3,50,100,4170,23,0,2,Li-ion +Sun 00:37:00,android,3,49,100,4170,23,0,2,Li-ion +Sun 00:46:00,android,3,48,100,4170,23,0,2,Li-ion +Sun 00:50:00,android,2,49,100,4170,23,0,2,Li-ion +Sun 00:58:00,android,2,50,100,4170,23,0,2,Li-ion +Sun 21:58:00,android,2,59,100,4170,23,0,2,Li-ion +Sun 22:08:00,android,2,60,100,4170,23,0,2,Li-ion +Sun 22:15:00,android,2,61,100,4170,23,0,2,Li-ion +Sun 22:15:00,android,3,75,100,4170,23,0,2,Li-ion +Sun 22:20:00,android,3,74,100,4170,23,0,2,Li-ion +Sun 22:29:00,android,3,73,100,4170,23,0,2,Li-ion +Mon 05:31:00,android,3,60,100,4170,23,0,2,Li-ion +Mon 05:35:00,android,3,59,100,4170,23,0,2,Li-ion +Mon 05:43:00,android,3,58,100,4170,23,0,2,Li-ion +Mon 07:05:00,android,2,78,100,4170,23,0,2,Li-ion +Mon 07:10:00,android,2,79,100,4170,23,0,2,Li-ion +Mon 07:17:00,android,2,80,100,4170,23,0,2,Li-ion +Fri 00:08:10.416,ios,4,80.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 00:11:23.435,ios,4,79.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 00:15:30.630,ios,4,78.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 00:17:38.603,ios,4,77.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 03:20:30.416,ios,2,77.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 03:23:50.435,ios,2,78.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 03:30:35.630,ios,2,79.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 03:30:35.876,ios,2,80.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 05:57:30.123,ios,4,80.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 05:59:49.435,ios,4,79.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 06:02:19.321,ios,4,78.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 06:04:32.456,ios,4,77.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 08:04:32.416,ios,2,72.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 08:07:12.435,ios,2,73.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 08:09:52.679,ios,2,74.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 08:13:07.876,ios,2,75.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 10:23:17.416,ios,4,74.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 10:26:23.435,ios,4,73.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 10:29:43.679,ios,4,72.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 10:34:18.876,ios,4,71.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 11:55:58.416,ios,2,62.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 11:59:28.435,ios,2,63.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 12:04:37.679,ios,2,64.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 12:08:07.876,ios,2,65.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 13:52:07.416,ios,4,64.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 13:54:59.435,ios,4,63.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 13:57:09.679,ios,4,62.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 14:00:19.876,ios,4,61.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 16:13:27.416,ios,2,60.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 16:17:57.435,ios,2,61.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 16:21:27.679,ios,2,62.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 16:24:47.876,ios,2,63.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 17:56:03.123,ios,4,60.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 17:59:41.435,ios,4,59.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 18:04:14.321,ios,4,58.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 18:07:24.456,ios,4,57.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 20:03:03.416,ios,2,72.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 20:05:12.435,ios,2,73.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 20:07:24.679,ios,2,74.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 20:10:34.876,ios,2,75.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 21:30:04.416,ios,4,74.0,100.0,4170.0,23.0,0.0,2.0,Li-ion +Fri 21:32:14.435,ios,4,73.0,100.0,4094.0,23.0,0.0,2.0,Li-ion +Fri 21:35:23.679,ios,4,72.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 21:37:47.876,ios,4,71.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 21:40:01.875,ios,2,70.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 21:43:21.075,ios,2,78.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 23:57:47.875,ios,4,65.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Fri 23:58:47.875,ios,4,64.0,100.0,4157.0,23.0,0.0,2.0,Li-ion +Sat 17:00:05,ios,4,90,100,4170,23,0,2,Li-ion +Sat 17:07:00,ios,4,89,100,4170,23,0,2,Li-ion +Sat 17:15:00,ios,4,88,100,4170,23,0,2,Li-ion +Sat 21:32:00,ios,2,78,100,4170,23,0,2,Li-ion +Sat 21:39:00,ios,2,79,100,4170,23,0,2,Li-ion +Sat 21:48:00,ios,2,80,100,4170,23,0,2,Li-ion +Sun 00:24:00,ios,4,50,100,4170,23,0,2,Li-ion +Sun 00:37:00,ios,4,49,100,4170,23,0,2,Li-ion +Sun 00:46:00,ios,4,48,100,4170,23,0,2,Li-ion +Sun 00:50:00,ios,2,49,100,4170,23,0,2,Li-ion +Sun 00:58:00,ios,2,50,100,4170,23,0,2,Li-ion +Sun 21:58:00,ios,2,59,100,4170,23,0,2,Li-ion +Sun 22:08:00,ios,2,60,100,4170,23,0,2,Li-ion +Sun 22:15:00,ios,2,61,100,4170,23,0,2,Li-ion +Sun 22:15:00,ios,4,75,100,4170,23,0,2,Li-ion +Sun 22:20:00,ios,4,74,100,4170,23,0,2,Li-ion +Sun 22:29:00,ios,4,73,100,4170,23,0,2,Li-ion +Mon 05:31:00,ios,4,60,100,4170,23,0,2,Li-ion +Mon 05:35:00,ios,4,59,100,4170,23,0,2,Li-ion +Mon 05:43:00,ios,4,58,100,4170,23,0,2,Li-ion +Mon 07:05:00,ios,2,78,100,4170,23,0,2,Li-ion +Mon 07:10:00,ios,2,79,100,4170,23,0,2,Li-ion +Mon 07:17:00,ios,2,80,100,4170,23,0,2,Li-ion \ No newline at end of file diff --git a/tests/data/processed/features/mtz_event/android/phone_battery.csv b/tests/data/processed/features/mtz_event/android/phone_battery.csv new file mode 100644 index 00000000..349147d5 --- /dev/null +++ b/tests/data/processed/features/mtz_event/android/phone_battery.csv @@ -0,0 +1,3 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 diff --git a/tests/data/processed/features/mtz_event/empatica/phone_battery.csv b/tests/data/processed/features/mtz_event/empatica/phone_battery.csv new file mode 100644 index 00000000..5c671e3d --- /dev/null +++ b/tests/data/processed/features/mtz_event/empatica/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_countdischarge","phone_battery_rapids_countcharge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/mtz_event/empty/phone_battery.csv b/tests/data/processed/features/mtz_event/empty/phone_battery.csv new file mode 100644 index 00000000..5c671e3d --- /dev/null +++ b/tests/data/processed/features/mtz_event/empty/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_countdischarge","phone_battery_rapids_countcharge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/mtz_event/fitbit/phone_battery.csv b/tests/data/processed/features/mtz_event/fitbit/phone_battery.csv new file mode 100644 index 00000000..5c671e3d --- /dev/null +++ b/tests/data/processed/features/mtz_event/fitbit/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_countdischarge","phone_battery_rapids_countcharge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/mtz_event/ios/phone_battery.csv b/tests/data/processed/features/mtz_event/ios/phone_battery.csv new file mode 100644 index 00000000..349147d5 --- /dev/null +++ b/tests/data/processed/features/mtz_event/ios/phone_battery.csv @@ -0,0 +1,3 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 diff --git a/tests/data/processed/features/mtz_frequency/android/phone_battery.csv b/tests/data/processed/features/mtz_frequency/android/phone_battery.csv new file mode 100644 index 00000000..951ee80f --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/android/phone_battery.csv @@ -0,0 +1,49 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",1,21.8259833333333,0.137450851775292,0.137450851775292,0,0 +"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",1,21.8259833333333,0.137450851775292,0.137450851775292,0,0 +"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,0,0,1,9.49288333333333 +"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,0,0,1,9.49288333333333 +"thirtyminutes0007#2020-03-06 03:30:00,2020-03-06 03:59:59","thirtyminutes0007","2020-03-06 03:30:00","2020-03-06 03:59:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0007#2020-10-30 03:30:00,2020-10-30 03:59:59","thirtyminutes0007","2020-10-30 03:30:00","2020-10-30 03:59:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,2.49788333333333,0.400338953647421,0.400338953647421,0,0 +"thirtyminutes0011#2020-03-09 05:30:00,2020-03-09 05:59:59","thirtyminutes0011","2020-03-09 05:30:00","2020-03-09 05:59:59",1,28.9995166666667,0.0689666666858241,0.0689666666858241,0,0 +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,2.49788333333333,0.400338953647421,0.400338953647421,0,0 +"thirtyminutes0011#2020-11-02 05:30:00,2020-11-02 05:59:59","thirtyminutes0011","2020-11-02 05:30:00","2020-11-02 05:59:59",1,28.9995166666667,0.0689666666858241,0.0689666666858241,0,0 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0014#2020-03-09 07:00:00,2020-03-09 07:29:59","thirtyminutes0014","2020-03-09 07:00:00","2020-03-09 07:29:59",0,0,0,0,1,24.9995833333333 +"thirtyminutes0014#2020-11-02 07:00:00,2020-11-02 07:29:59","thirtyminutes0014","2020-11-02 07:00:00","2020-11-02 07:29:59",0,0,0,0,1,24.9995833333333 +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",0,0,0,0,1,25.4592833333333 +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",0,0,0,0,1,25.4592833333333 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,6.70958333333333,0.298081102900081,0.298081102900081,0,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,6.70958333333333,0.298081102900081,0.298081102900081,0,0 +"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,29.9994833333333,0.0333339074172944,0.0333339074172944,0,0 +"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,29.9994833333333,0.0333339074172944,0.0333339074172944,0,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,0,0,1,4.02631666666667 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,0,0,1,4.02631666666667 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0027#2020-03-06 13:30:00,2020-03-06 13:59:59","thirtyminutes0027","2020-03-06 13:30:00","2020-03-06 13:59:59",1,7.87625,0.253927947944771,0.253927947944771,0,0 +"thirtyminutes0027#2020-10-30 13:30:00,2020-10-30 13:59:59","thirtyminutes0027","2020-10-30 13:30:00","2020-10-30 13:59:59",1,7.87625,0.253927947944771,0.253927947944771,0,0 +"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",1,29.9994666666667,0.0333339259364611,0.0333339259364611,0,0 +"thirtyminutes0028#2020-03-07 14:00:00,2020-03-07 14:29:59","thirtyminutes0028","2020-03-07 14:00:00","2020-03-07 14:29:59",1,29.9161666666667,0.0668534850164627,0.0668534850164627,0,0 +"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",1,29.9994666666667,0.0333339259364611,0.0333339259364611,0,0 +"thirtyminutes0028#2020-10-31 14:00:00,2020-10-31 14:29:59","thirtyminutes0028","2020-10-31 14:00:00","2020-10-31 14:29:59",1,29.9161666666667,0.0668534850164627,0.0668534850164627,0,0 +"thirtyminutes0032#2020-03-06 16:00:00,2020-03-06 16:29:59","thirtyminutes0032","2020-03-06 16:00:00","2020-03-06 16:29:59",0,0,0,0,1,16.54275 +"thirtyminutes0032#2020-10-30 16:00:00,2020-10-30 16:29:59","thirtyminutes0032","2020-10-30 16:00:00","2020-10-30 16:29:59",0,0,0,0,1,16.54275 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,3.94786666666667,0.253301361072647,0.253301361072647,0,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,3.94786666666667,0.253301361072647,0.253301361072647,0,0 +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0,0,0,0,1,27.9995333333333 +"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",0,0,0,0,1,27.9995333333333 +"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,0,0,1,26.9425666666667 +"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,0,0,1,26.9425666666667 +"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",1,9.95743333333333,0.301282459000479,0.301282459000479,1,19.9684 +"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",1,19.9996666666667,0.100001666694445,0.100001666694445,1,9.99983333333333 +"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",1,9.95743333333333,0.301282459000479,0.301282459000479,1,19.9684 +"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",1,19.9996666666667,0.100001666694445,0.100001666694445,1,9.99983333333333 +"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",1,14.99975,0.133335555592593,0.133335555592593,1,14.99975 +"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",1,14.99975,0.133335555592593,0.133335555592593,1,14.99975 +"thirtyminutes0047#2020-03-06 23:30:00,2020-03-06 23:59:59","thirtyminutes0047","2020-03-06 23:30:00","2020-03-06 23:59:59",1,2.20203333333333,0.454125732277743,0.454125732277743,0,0 +"thirtyminutes0047#2020-10-30 23:30:00,2020-10-30 23:59:59","thirtyminutes0047","2020-10-30 23:30:00","2020-10-30 23:59:59",1,2.20203333333333,0.454125732277743,0.454125732277743,0,0 diff --git a/tests/data/processed/features/mtz_frequency/empatica/phone_battery.csv b/tests/data/processed/features/mtz_frequency/empatica/phone_battery.csv new file mode 100644 index 00000000..592d65c4 --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/empatica/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/mtz_frequency/empty/phone_battery.csv b/tests/data/processed/features/mtz_frequency/empty/phone_battery.csv new file mode 100644 index 00000000..592d65c4 --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/empty/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/mtz_frequency/fitbit/phone_battery.csv b/tests/data/processed/features/mtz_frequency/fitbit/phone_battery.csv new file mode 100644 index 00000000..592d65c4 --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/fitbit/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/mtz_frequency/ios/phone_battery.csv b/tests/data/processed/features/mtz_frequency/ios/phone_battery.csv new file mode 100644 index 00000000..951ee80f --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/ios/phone_battery.csv @@ -0,0 +1,49 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",1,21.8259833333333,0.137450851775292,0.137450851775292,0,0 +"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",1,21.8259833333333,0.137450851775292,0.137450851775292,0,0 +"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,0,0,1,9.49288333333333 +"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,0,0,1,9.49288333333333 +"thirtyminutes0007#2020-03-06 03:30:00,2020-03-06 03:59:59","thirtyminutes0007","2020-03-06 03:30:00","2020-03-06 03:59:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0007#2020-10-30 03:30:00,2020-10-30 03:59:59","thirtyminutes0007","2020-10-30 03:30:00","2020-10-30 03:59:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,2.49788333333333,0.400338953647421,0.400338953647421,0,0 +"thirtyminutes0011#2020-03-09 05:30:00,2020-03-09 05:59:59","thirtyminutes0011","2020-03-09 05:30:00","2020-03-09 05:59:59",1,28.9995166666667,0.0689666666858241,0.0689666666858241,0,0 +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,2.49788333333333,0.400338953647421,0.400338953647421,0,0 +"thirtyminutes0011#2020-11-02 05:30:00,2020-11-02 05:59:59","thirtyminutes0011","2020-11-02 05:30:00","2020-11-02 05:59:59",1,28.9995166666667,0.0689666666858241,0.0689666666858241,0,0 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0014#2020-03-09 07:00:00,2020-03-09 07:29:59","thirtyminutes0014","2020-03-09 07:00:00","2020-03-09 07:29:59",0,0,0,0,1,24.9995833333333 +"thirtyminutes0014#2020-11-02 07:00:00,2020-11-02 07:29:59","thirtyminutes0014","2020-11-02 07:00:00","2020-11-02 07:29:59",0,0,0,0,1,24.9995833333333 +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",0,0,0,0,1,25.4592833333333 +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",0,0,0,0,1,25.4592833333333 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,6.70958333333333,0.298081102900081,0.298081102900081,0,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,6.70958333333333,0.298081102900081,0.298081102900081,0,0 +"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,29.9994833333333,0.0333339074172944,0.0333339074172944,0,0 +"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,29.9994833333333,0.0333339074172944,0.0333339074172944,0,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,0,0,1,4.02631666666667 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,0,0,1,4.02631666666667 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0027#2020-03-06 13:30:00,2020-03-06 13:59:59","thirtyminutes0027","2020-03-06 13:30:00","2020-03-06 13:59:59",1,7.87625,0.253927947944771,0.253927947944771,0,0 +"thirtyminutes0027#2020-10-30 13:30:00,2020-10-30 13:59:59","thirtyminutes0027","2020-10-30 13:30:00","2020-10-30 13:59:59",1,7.87625,0.253927947944771,0.253927947944771,0,0 +"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",1,29.9994666666667,0.0333339259364611,0.0333339259364611,0,0 +"thirtyminutes0028#2020-03-07 14:00:00,2020-03-07 14:29:59","thirtyminutes0028","2020-03-07 14:00:00","2020-03-07 14:29:59",1,29.9161666666667,0.0668534850164627,0.0668534850164627,0,0 +"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",1,29.9994666666667,0.0333339259364611,0.0333339259364611,0,0 +"thirtyminutes0028#2020-10-31 14:00:00,2020-10-31 14:29:59","thirtyminutes0028","2020-10-31 14:00:00","2020-10-31 14:29:59",1,29.9161666666667,0.0668534850164627,0.0668534850164627,0,0 +"thirtyminutes0032#2020-03-06 16:00:00,2020-03-06 16:29:59","thirtyminutes0032","2020-03-06 16:00:00","2020-03-06 16:29:59",0,0,0,0,1,16.54275 +"thirtyminutes0032#2020-10-30 16:00:00,2020-10-30 16:29:59","thirtyminutes0032","2020-10-30 16:00:00","2020-10-30 16:29:59",0,0,0,0,1,16.54275 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,3.94786666666667,0.253301361072647,0.253301361072647,0,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,3.94786666666667,0.253301361072647,0.253301361072647,0,0 +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0,0,0,0,1,27.9995333333333 +"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",0,0,0,0,1,27.9995333333333 +"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,0,0,1,26.9425666666667 +"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,0,0,1,26.9425666666667 +"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",1,9.95743333333333,0.301282459000479,0.301282459000479,1,19.9684 +"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",1,19.9996666666667,0.100001666694445,0.100001666694445,1,9.99983333333333 +"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",1,9.95743333333333,0.301282459000479,0.301282459000479,1,19.9684 +"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",1,19.9996666666667,0.100001666694445,0.100001666694445,1,9.99983333333333 +"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",1,14.99975,0.133335555592593,0.133335555592593,1,14.99975 +"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",1,14.99975,0.133335555592593,0.133335555592593,1,14.99975 +"thirtyminutes0047#2020-03-06 23:30:00,2020-03-06 23:59:59","thirtyminutes0047","2020-03-06 23:30:00","2020-03-06 23:59:59",1,2.20203333333333,0.454125732277743,0.454125732277743,0,0 +"thirtyminutes0047#2020-10-30 23:30:00,2020-10-30 23:59:59","thirtyminutes0047","2020-10-30 23:30:00","2020-10-30 23:59:59",1,2.20203333333333,0.454125732277743,0.454125732277743,0,0 diff --git a/tests/data/processed/features/mtz_periodic/android/phone_battery.csv b/tests/data/processed/features/mtz_periodic/android/phone_battery.csv new file mode 100644 index 00000000..4374c54e --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/android/phone_battery.csv @@ -0,0 +1,25 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",1,43.9992666666667,0.0454553030429295,0.0454553030429295,1,16.9997166666667 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",1,43.9992666666667,0.0454553030429295,0.0454553030429295,1,16.9997166666667 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",2,75.56395,0.065515964597609,0.0731286084397727,2,42.61665 +"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0,0,0,0,1,41.9993 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",2,75.56395,0.065515964597609,0.0731286084397727,2,42.61665 +"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0,0,0,0,1,41.9993 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",4,156.91405,0.0536317871239409,0.0769243589957268,4,142.997616666667 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",2,85.9985666666666,0.0465375721629993,0.047619841283069,2,58.9990166666667 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",9,308.965166666667,0.0929100523281352,0.301282459000479,8,317.01955 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",4,156.91405,0.0536317871239409,0.0769243589957268,4,142.997616666667 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",2,85.9985666666666,0.0465375721629993,0.047619841283069,2,58.9990166666667 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 diff --git a/tests/data/processed/features/mtz_periodic/empatica/phone_battery.csv b/tests/data/processed/features/mtz_periodic/empatica/phone_battery.csv new file mode 100644 index 00000000..b4078815 --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/empatica/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_countdischarge","phone_battery_rapids_maxconsumptionrate" diff --git a/tests/data/processed/features/mtz_periodic/empty/phone_battery.csv b/tests/data/processed/features/mtz_periodic/empty/phone_battery.csv new file mode 100644 index 00000000..b4078815 --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/empty/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_countdischarge","phone_battery_rapids_maxconsumptionrate" diff --git a/tests/data/processed/features/mtz_periodic/fitbit/phone_battery.csv b/tests/data/processed/features/mtz_periodic/fitbit/phone_battery.csv new file mode 100644 index 00000000..b4078815 --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/fitbit/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_countdischarge","phone_battery_rapids_maxconsumptionrate" diff --git a/tests/data/processed/features/mtz_periodic/ios/phone_battery.csv b/tests/data/processed/features/mtz_periodic/ios/phone_battery.csv new file mode 100644 index 00000000..4374c54e --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/ios/phone_battery.csv @@ -0,0 +1,25 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",1,43.9992666666667,0.0454553030429295,0.0454553030429295,1,16.9997166666667 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",1,43.9992666666667,0.0454553030429295,0.0454553030429295,1,16.9997166666667 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",2,75.56395,0.065515964597609,0.0731286084397727,2,42.61665 +"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0,0,0,0,1,41.9993 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",2,75.56395,0.065515964597609,0.0731286084397727,2,42.61665 +"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0,0,0,0,1,41.9993 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",4,156.91405,0.0536317871239409,0.0769243589957268,4,142.997616666667 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",2,85.9985666666666,0.0465375721629993,0.047619841283069,2,58.9990166666667 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",9,308.965166666667,0.0929100523281352,0.301282459000479,8,317.01955 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",4,156.91405,0.0536317871239409,0.0769243589957268,4,142.997616666667 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",2,85.9985666666666,0.0465375721629993,0.047619841283069,2,58.9990166666667 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 diff --git a/tests/data/processed/features/stz_event/android/phone_battery.csv b/tests/data/processed/features/stz_event/android/phone_battery.csv new file mode 100644 index 00000000..349147d5 --- /dev/null +++ b/tests/data/processed/features/stz_event/android/phone_battery.csv @@ -0,0 +1,3 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 diff --git a/tests/data/processed/features/stz_event/empatica/phone_battery.csv b/tests/data/processed/features/stz_event/empatica/phone_battery.csv new file mode 100644 index 00000000..592d65c4 --- /dev/null +++ b/tests/data/processed/features/stz_event/empatica/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/stz_event/empty/phone_battery.csv b/tests/data/processed/features/stz_event/empty/phone_battery.csv new file mode 100644 index 00000000..592d65c4 --- /dev/null +++ b/tests/data/processed/features/stz_event/empty/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/stz_event/fitbit/phone_battery.csv b/tests/data/processed/features/stz_event/fitbit/phone_battery.csv new file mode 100644 index 00000000..592d65c4 --- /dev/null +++ b/tests/data/processed/features/stz_event/fitbit/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/stz_event/ios/phone_battery.csv b/tests/data/processed/features/stz_event/ios/phone_battery.csv new file mode 100644 index 00000000..349147d5 --- /dev/null +++ b/tests/data/processed/features/stz_event/ios/phone_battery.csv @@ -0,0 +1,3 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",2,70.9154833333333,0.0607260020848825,0.0769243589957268,2,83.9986 diff --git a/tests/data/processed/features/stz_frequency/android/phone_battery.csv b/tests/data/processed/features/stz_frequency/android/phone_battery.csv new file mode 100644 index 00000000..b840cc06 --- /dev/null +++ b/tests/data/processed/features/stz_frequency/android/phone_battery.csv @@ -0,0 +1,49 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",1,21.8259833333333,0.137450851775292,0.137450851775292,0,0 +"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",1,21.8259833333333,0.137450851775292,0.137450851775292,0,0 +"thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",1,19.9996666666667,0.100001666694445,0.100001666694445,1,9.99983333333333 +"thirtyminutes0001#2020-11-01 00:30:00,2020-11-01 00:59:59","thirtyminutes0001","2020-11-01 00:30:00","2020-11-01 00:59:59",1,19.9996666666667,0.100001666694445,0.100001666694445,1,9.99983333333333 +"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,0,0,1,9.49288333333333 +"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,0,0,1,9.49288333333333 +"thirtyminutes0007#2020-03-06 03:30:00,2020-03-06 03:59:59","thirtyminutes0007","2020-03-06 03:30:00","2020-03-06 03:59:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0007#2020-10-30 03:30:00,2020-10-30 03:59:59","thirtyminutes0007","2020-10-30 03:30:00","2020-10-30 03:59:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,2.49788333333333,0.400338953647421,0.400338953647421,0,0 +"thirtyminutes0011#2020-03-09 05:30:00,2020-03-09 05:59:59","thirtyminutes0011","2020-03-09 05:30:00","2020-03-09 05:59:59",1,28.9995166666667,0.0689666666858241,0.0689666666858241,0,0 +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,2.49788333333333,0.400338953647421,0.400338953647421,0,0 +"thirtyminutes0011#2020-11-02 05:30:00,2020-11-02 05:59:59","thirtyminutes0011","2020-11-02 05:30:00","2020-11-02 05:59:59",1,28.9995166666667,0.0689666666858241,0.0689666666858241,0,0 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0014#2020-03-09 07:00:00,2020-03-09 07:29:59","thirtyminutes0014","2020-03-09 07:00:00","2020-03-09 07:29:59",0,0,0,0,1,24.9995833333333 +"thirtyminutes0014#2020-11-02 07:00:00,2020-11-02 07:29:59","thirtyminutes0014","2020-11-02 07:00:00","2020-11-02 07:29:59",0,0,0,0,1,24.9995833333333 +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",0,0,0,0,1,25.4592833333333 +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",0,0,0,0,1,25.4592833333333 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,6.70958333333333,0.298081102900081,0.298081102900081,0,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,6.70958333333333,0.298081102900081,0.298081102900081,0,0 +"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,29.9994833333333,0.0333339074172944,0.0333339074172944,0,0 +"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,29.9994833333333,0.0333339074172944,0.0333339074172944,0,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,0,0,1,4.02631666666667 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,0,0,1,4.02631666666667 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0027#2020-03-06 13:30:00,2020-03-06 13:59:59","thirtyminutes0027","2020-03-06 13:30:00","2020-03-06 13:59:59",1,7.87625,0.253927947944771,0.253927947944771,0,0 +"thirtyminutes0027#2020-10-30 13:30:00,2020-10-30 13:59:59","thirtyminutes0027","2020-10-30 13:30:00","2020-10-30 13:59:59",1,7.87625,0.253927947944771,0.253927947944771,0,0 +"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",1,29.9994666666667,0.0333339259364611,0.0333339259364611,0,0 +"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",1,29.9994666666667,0.0333339259364611,0.0333339259364611,0,0 +"thirtyminutes0032#2020-03-06 16:00:00,2020-03-06 16:29:59","thirtyminutes0032","2020-03-06 16:00:00","2020-03-06 16:29:59",0,0,0,0,1,16.54275 +"thirtyminutes0032#2020-10-30 16:00:00,2020-10-30 16:29:59","thirtyminutes0032","2020-10-30 16:00:00","2020-10-30 16:29:59",0,0,0,0,1,16.54275 +"thirtyminutes0034#2020-03-07 17:00:00,2020-03-07 17:29:59","thirtyminutes0034","2020-03-07 17:00:00","2020-03-07 17:29:59",1,29.9161666666667,0.0668534850164627,0.0668534850164627,0,0 +"thirtyminutes0034#2020-10-31 17:00:00,2020-10-31 17:29:59","thirtyminutes0034","2020-10-31 17:00:00","2020-10-31 17:29:59",1,29.9161666666667,0.0668534850164627,0.0668534850164627,0,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,3.94786666666667,0.253301361072647,0.253301361072647,0,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,3.94786666666667,0.253301361072647,0.253301361072647,0,0 +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,0,0,1,26.9425666666667 +"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,0,0,1,26.9425666666667 +"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",1,9.95743333333333,0.301282459000479,0.301282459000479,1,19.9684 +"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",0,0,0,0,1,27.9995333333333 +"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",1,9.95743333333333,0.301282459000479,0.301282459000479,1,19.9684 +"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",0,0,0,0,1,27.9995333333333 +"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",1,14.99975,0.133335555592593,0.133335555592593,1,14.99975 +"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",1,14.99975,0.133335555592593,0.133335555592593,1,14.99975 +"thirtyminutes0047#2020-03-06 23:30:00,2020-03-06 23:59:59","thirtyminutes0047","2020-03-06 23:30:00","2020-03-06 23:59:59",1,2.20203333333333,0.454125732277743,0.454125732277743,0,0 +"thirtyminutes0047#2020-10-30 23:30:00,2020-10-30 23:59:59","thirtyminutes0047","2020-10-30 23:30:00","2020-10-30 23:59:59",1,2.20203333333333,0.454125732277743,0.454125732277743,0,0 diff --git a/tests/data/processed/features/stz_frequency/empatica/phone_battery.csv b/tests/data/processed/features/stz_frequency/empatica/phone_battery.csv new file mode 100644 index 00000000..77b5b667 --- /dev/null +++ b/tests/data/processed/features/stz_frequency/empatica/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_countdischarge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_countcharge" diff --git a/tests/data/processed/features/stz_frequency/empty/phone_battery.csv b/tests/data/processed/features/stz_frequency/empty/phone_battery.csv new file mode 100644 index 00000000..77b5b667 --- /dev/null +++ b/tests/data/processed/features/stz_frequency/empty/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_countdischarge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_countcharge" diff --git a/tests/data/processed/features/stz_frequency/fitbit/phone_battery.csv b/tests/data/processed/features/stz_frequency/fitbit/phone_battery.csv new file mode 100644 index 00000000..77b5b667 --- /dev/null +++ b/tests/data/processed/features/stz_frequency/fitbit/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_countdischarge","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_countcharge" diff --git a/tests/data/processed/features/stz_frequency/ios/phone_battery.csv b/tests/data/processed/features/stz_frequency/ios/phone_battery.csv new file mode 100644 index 00000000..b840cc06 --- /dev/null +++ b/tests/data/processed/features/stz_frequency/ios/phone_battery.csv @@ -0,0 +1,49 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",1,21.8259833333333,0.137450851775292,0.137450851775292,0,0 +"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",1,21.8259833333333,0.137450851775292,0.137450851775292,0,0 +"thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",1,19.9996666666667,0.100001666694445,0.100001666694445,1,9.99983333333333 +"thirtyminutes0001#2020-11-01 00:30:00,2020-11-01 00:59:59","thirtyminutes0001","2020-11-01 00:30:00","2020-11-01 00:59:59",1,19.9996666666667,0.100001666694445,0.100001666694445,1,9.99983333333333 +"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,0,0,1,9.49288333333333 +"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,0,0,1,9.49288333333333 +"thirtyminutes0007#2020-03-06 03:30:00,2020-03-06 03:59:59","thirtyminutes0007","2020-03-06 03:30:00","2020-03-06 03:59:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0007#2020-10-30 03:30:00,2020-10-30 03:59:59","thirtyminutes0007","2020-10-30 03:30:00","2020-10-30 03:59:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,2.49788333333333,0.400338953647421,0.400338953647421,0,0 +"thirtyminutes0011#2020-03-09 05:30:00,2020-03-09 05:59:59","thirtyminutes0011","2020-03-09 05:30:00","2020-03-09 05:59:59",1,28.9995166666667,0.0689666666858241,0.0689666666858241,0,0 +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,2.49788333333333,0.400338953647421,0.400338953647421,0,0 +"thirtyminutes0011#2020-11-02 05:30:00,2020-11-02 05:59:59","thirtyminutes0011","2020-11-02 05:30:00","2020-11-02 05:59:59",1,28.9995166666667,0.0689666666858241,0.0689666666858241,0,0 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0014#2020-03-09 07:00:00,2020-03-09 07:29:59","thirtyminutes0014","2020-03-09 07:00:00","2020-03-09 07:29:59",0,0,0,0,1,24.9995833333333 +"thirtyminutes0014#2020-11-02 07:00:00,2020-11-02 07:29:59","thirtyminutes0014","2020-11-02 07:00:00","2020-11-02 07:29:59",0,0,0,0,1,24.9995833333333 +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",0,0,0,0,1,25.4592833333333 +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",0,0,0,0,1,25.4592833333333 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,6.70958333333333,0.298081102900081,0.298081102900081,0,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,6.70958333333333,0.298081102900081,0.298081102900081,0,0 +"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,29.9994833333333,0.0333339074172944,0.0333339074172944,0,0 +"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,29.9994833333333,0.0333339074172944,0.0333339074172944,0,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,0,0,1,4.02631666666667 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,0,0,1,4.02631666666667 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",0,0,0,0,1,29.9994666666667 +"thirtyminutes0027#2020-03-06 13:30:00,2020-03-06 13:59:59","thirtyminutes0027","2020-03-06 13:30:00","2020-03-06 13:59:59",1,7.87625,0.253927947944771,0.253927947944771,0,0 +"thirtyminutes0027#2020-10-30 13:30:00,2020-10-30 13:59:59","thirtyminutes0027","2020-10-30 13:30:00","2020-10-30 13:59:59",1,7.87625,0.253927947944771,0.253927947944771,0,0 +"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",1,29.9994666666667,0.0333339259364611,0.0333339259364611,0,0 +"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",1,29.9994666666667,0.0333339259364611,0.0333339259364611,0,0 +"thirtyminutes0032#2020-03-06 16:00:00,2020-03-06 16:29:59","thirtyminutes0032","2020-03-06 16:00:00","2020-03-06 16:29:59",0,0,0,0,1,16.54275 +"thirtyminutes0032#2020-10-30 16:00:00,2020-10-30 16:29:59","thirtyminutes0032","2020-10-30 16:00:00","2020-10-30 16:29:59",0,0,0,0,1,16.54275 +"thirtyminutes0034#2020-03-07 17:00:00,2020-03-07 17:29:59","thirtyminutes0034","2020-03-07 17:00:00","2020-03-07 17:29:59",1,29.9161666666667,0.0668534850164627,0.0668534850164627,0,0 +"thirtyminutes0034#2020-10-31 17:00:00,2020-10-31 17:29:59","thirtyminutes0034","2020-10-31 17:00:00","2020-10-31 17:29:59",1,29.9161666666667,0.0668534850164627,0.0668534850164627,0,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,3.94786666666667,0.253301361072647,0.253301361072647,0,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,3.94786666666667,0.253301361072647,0.253301361072647,0,0 +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,29.9994666666667,0.0666678518729222,0.0666678518729222,0,0 +"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,0,0,1,26.9425666666667 +"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,0,0,1,26.9425666666667 +"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",1,9.95743333333333,0.301282459000479,0.301282459000479,1,19.9684 +"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",0,0,0,0,1,27.9995333333333 +"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",1,9.95743333333333,0.301282459000479,0.301282459000479,1,19.9684 +"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",0,0,0,0,1,27.9995333333333 +"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",1,14.99975,0.133335555592593,0.133335555592593,1,14.99975 +"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",1,14.99975,0.133335555592593,0.133335555592593,1,14.99975 +"thirtyminutes0047#2020-03-06 23:30:00,2020-03-06 23:59:59","thirtyminutes0047","2020-03-06 23:30:00","2020-03-06 23:59:59",1,2.20203333333333,0.454125732277743,0.454125732277743,0,0 +"thirtyminutes0047#2020-10-30 23:30:00,2020-10-30 23:59:59","thirtyminutes0047","2020-10-30 23:30:00","2020-10-30 23:59:59",1,2.20203333333333,0.454125732277743,0.454125732277743,0,0 diff --git a/tests/data/processed/features/stz_periodic/android/phone_battery.csv b/tests/data/processed/features/stz_periodic/android/phone_battery.csv new file mode 100644 index 00000000..be178ea0 --- /dev/null +++ b/tests/data/processed/features/stz_periodic/android/phone_battery.csv @@ -0,0 +1,25 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",1,44.9159166666667,0.0445276451740382,0.0445276451740382,1,45.9992333333333 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",2,69.9988333333333,0.0611898310193282,0.0769243589957268,2,54.9990833333333 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",1,44.9159166666667,0.0445276451740382,0.0445276451740382,1,45.9992333333333 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",2,69.9988333333333,0.0611898310193282,0.0769243589957268,2,54.9990833333333 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",2,75.56395,0.065515964597609,0.0731286084397727,2,42.61665 +"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0,0,0,0,1,41.9993 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",2,75.56395,0.065515964597609,0.0731286084397727,2,42.61665 +"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0,0,0,0,1,41.9993 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",4,156.91405,0.0536317871239409,0.0769243589957268,4,142.997616666667 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",3,111.998133333333,0.0566665011072418,0.0769243589957268,3,96.9983833333333 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",8,282.9656,0.0949082639946863,0.301282459000479,7,279.020183333333 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",4,156.91405,0.0536317871239409,0.0769243589957268,4,142.997616666667 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",3,111.998133333333,0.0566665011072418,0.0769243589957268,3,96.9983833333333 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 diff --git a/tests/data/processed/features/stz_periodic/empatica/phone_battery.csv b/tests/data/processed/features/stz_periodic/empatica/phone_battery.csv new file mode 100644 index 00000000..c5e29eb2 --- /dev/null +++ b/tests/data/processed/features/stz_periodic/empatica/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/stz_periodic/empty/phone_battery.csv b/tests/data/processed/features/stz_periodic/empty/phone_battery.csv new file mode 100644 index 00000000..c5e29eb2 --- /dev/null +++ b/tests/data/processed/features/stz_periodic/empty/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/stz_periodic/fitbit/phone_battery.csv b/tests/data/processed/features/stz_periodic/fitbit/phone_battery.csv new file mode 100644 index 00000000..c5e29eb2 --- /dev/null +++ b/tests/data/processed/features/stz_periodic/fitbit/phone_battery.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_sumdurationcharge","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge" diff --git a/tests/data/processed/features/stz_periodic/ios/phone_battery.csv b/tests/data/processed/features/stz_periodic/ios/phone_battery.csv new file mode 100644 index 00000000..be178ea0 --- /dev/null +++ b/tests/data/processed/features/stz_periodic/ios/phone_battery.csv @@ -0,0 +1,25 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_battery_rapids_countdischarge","phone_battery_rapids_sumdurationdischarge","phone_battery_rapids_avgconsumptionrate","phone_battery_rapids_maxconsumptionrate","phone_battery_rapids_countcharge","phone_battery_rapids_sumdurationcharge" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",1,44.9159166666667,0.0445276451740382,0.0445276451740382,1,45.9992333333333 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",2,69.9988333333333,0.0611898310193282,0.0769243589957268,2,54.9990833333333 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",1,44.9159166666667,0.0445276451740382,0.0445276451740382,1,45.9992333333333 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",2,69.9988333333333,0.0611898310193282,0.0769243589957268,2,54.9990833333333 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",2,75.56395,0.065515964597609,0.0731286084397727,2,42.61665 +"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0,0,0,0,1,41.9993 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",2,75.56395,0.065515964597609,0.0731286084397727,2,42.61665 +"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0,0,0,0,1,41.9993 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",4,156.91405,0.0536317871239409,0.0769243589957268,4,142.997616666667 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",3,111.998133333333,0.0566665011072418,0.0769243589957268,3,96.9983833333333 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",7,209.252233333333,0.162372228128814,0.454125732277743,6,233.02095 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",8,282.9656,0.0949082639946863,0.301282459000479,7,279.020183333333 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",4,156.91405,0.0536317871239409,0.0769243589957268,4,142.997616666667 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",3,111.998133333333,0.0566665011072418,0.0769243589957268,3,96.9983833333333 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",1,41.9993,0.047619841283069,0.047619841283069,1,41.9993 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",10,352.964433333333,0.0881645773996147,0.301282459000479,9,334.019266666667 diff --git a/tests/settings/mtz_event_config.yaml b/tests/settings/mtz_event_config.yaml index 65b9b50d..f01e9527 100644 --- a/tests/settings/mtz_event_config.yaml +++ b/tests/settings/mtz_event_config.yaml @@ -148,7 +148,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: False + COMPUTE: True FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py diff --git a/tests/settings/mtz_frequency_config.yaml b/tests/settings/mtz_frequency_config.yaml index d035f204..2f590bb9 100644 --- a/tests/settings/mtz_frequency_config.yaml +++ b/tests/settings/mtz_frequency_config.yaml @@ -148,7 +148,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: False + COMPUTE: True FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py diff --git a/tests/settings/mtz_periodic_config.yaml b/tests/settings/mtz_periodic_config.yaml index 536ffd64..50124537 100644 --- a/tests/settings/mtz_periodic_config.yaml +++ b/tests/settings/mtz_periodic_config.yaml @@ -148,7 +148,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: False + COMPUTE: True FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py diff --git a/tests/settings/stz_event_config.yaml b/tests/settings/stz_event_config.yaml index a649874e..d7a4e90c 100644 --- a/tests/settings/stz_event_config.yaml +++ b/tests/settings/stz_event_config.yaml @@ -148,7 +148,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: False + COMPUTE: True FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py diff --git a/tests/settings/stz_frequency_config.yaml b/tests/settings/stz_frequency_config.yaml index 70c8eb0c..188c3691 100644 --- a/tests/settings/stz_frequency_config.yaml +++ b/tests/settings/stz_frequency_config.yaml @@ -148,7 +148,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: False + COMPUTE: True FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py diff --git a/tests/settings/stz_periodic_config.yaml b/tests/settings/stz_periodic_config.yaml index 4a5a39e3..c6a962cd 100644 --- a/tests/settings/stz_periodic_config.yaml +++ b/tests/settings/stz_periodic_config.yaml @@ -148,7 +148,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: False + COMPUTE: True FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py From 399dbc7d757cf97d4403a306af55bedaaad7c825 Mon Sep 17 00:00:00 2001 From: JulioV Date: Sat, 13 Nov 2021 16:47:12 -0500 Subject: [PATCH 2/6] Update team.md (#167) --- docs/team.md | 3 --- 1 file changed, 3 deletions(-) diff --git a/docs/team.md b/docs/team.md index 03fe2cf5..155aa7c6 100644 --- a/docs/team.md +++ b/docs/team.md @@ -9,9 +9,6 @@ If you are interested in contributing feel free to submit a pull request or cont ??? abstract "About" Julio Vega is a postdoctoral associate at the Mobile Sensing + Health Institute. He is interested in personalized methodologies to monitor chronic conditions that affect daily human behavior using mobile and wearable data. - - *vegaju* at *upmc* . *edu* - - [Personal Website](https://juliovega.info/) - ### Meng Li ??? abstract "About" From 3d34036eaeb357faf3657113a3412abf73c1725e Mon Sep 17 00:00:00 2001 From: Meng Li <34143965+Meng6@users.noreply.github.com> Date: Thu, 18 Nov 2021 18:35:27 -0500 Subject: [PATCH 3/6] Add firststeptime and laststeptime features to FITBIT_STEPS_INTRADAY RAPIDS provider (#168) * Add firststeptime and laststeptime features to FITBIT_STEPS_INTRADAY RAPIDS provider * Update test config files --- config.yaml | 3 +- data/external/timesegments_periodic.csv | 2 +- docs/change-log.md | 4 +- docs/features/fitbit-steps-intraday.md | 3 + docs/team.md | 1 - .../fitbit_steps_intraday/rapids/main.py | 18 ++- .../android/fitbit_steps_intraday.csv | 2 +- .../empatica/fitbit_steps_intraday.csv | 2 +- .../mtz_event/empty/fitbit_steps_intraday.csv | 2 +- .../fitbit/fitbit_steps_intraday.csv | 6 +- .../mtz_event/ios/fitbit_steps_intraday.csv | 2 +- .../android/fitbit_steps_intraday.csv | 2 +- .../empatica/fitbit_steps_intraday.csv | 2 +- .../empty/fitbit_steps_intraday.csv | 2 +- .../fitbit/fitbit_steps_intraday.csv | 106 +++++++++--------- .../ios/fitbit_steps_intraday.csv | 2 +- .../android/fitbit_steps_intraday.csv | 2 +- .../empatica/fitbit_steps_intraday.csv | 2 +- .../empty/fitbit_steps_intraday.csv | 2 +- .../fitbit/fitbit_steps_intraday.csv | 54 ++++----- .../ios/fitbit_steps_intraday.csv | 2 +- .../android/fitbit_steps_intraday.csv | 2 +- .../empatica/fitbit_steps_intraday.csv | 2 +- .../stz_event/empty/fitbit_steps_intraday.csv | 2 +- .../fitbit/fitbit_steps_intraday.csv | 6 +- .../stz_event/ios/fitbit_steps_intraday.csv | 2 +- .../android/fitbit_steps_intraday.csv | 2 +- .../android/fitbit_steps_summary copy.csv | 1 - .../empatica/fitbit_steps_intraday.csv | 2 +- .../empty/fitbit_steps_intraday.csv | 2 +- .../fitbit/fitbit_steps_intraday.csv | 106 +++++++++--------- .../ios/fitbit_steps_intraday.csv | 2 +- .../android/fitbit_steps_intraday.csv | 2 +- .../empatica/fitbit_steps_intraday.csv | 2 +- .../empty/fitbit_steps_intraday.csv | 2 +- .../fitbit/fitbit_steps_intraday.csv | 54 ++++----- .../ios/fitbit_steps_intraday.csv | 2 +- tests/settings/mtz_event_config.yaml | 3 +- tests/settings/mtz_frequency_config.yaml | 3 +- tests/settings/mtz_periodic_config.yaml | 3 +- tests/settings/stz_event_config.yaml | 3 +- tests/settings/stz_frequency_config.yaml | 3 +- tests/settings/stz_periodic_config.yaml | 3 +- tools/config.schema.yaml | 2 +- 44 files changed, 224 insertions(+), 208 deletions(-) delete mode 100644 tests/data/processed/features/stz_frequency/android/fitbit_steps_summary copy.csv diff --git a/config.yaml b/config.yaml index 9f0f4ed5..e06b64be 100644 --- a/config.yaml +++ b/config.yaml @@ -451,9 +451,10 @@ FITBIT_STEPS_INTRADAY: RAPIDS: COMPUTE: False FEATURES: - STEPS: ["sum", "max", "min", "avg", "std"] + STEPS: ["sum", "max", "min", "avg", "std", "firststeptime", "laststeptime"] SEDENTARY_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] ACTIVE_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] + REFERENCE_HOUR: 0 THRESHOLD_ACTIVE_BOUT: 10 # steps INCLUDE_ZERO_STEP_ROWS: False SRC_SCRIPT: src/features/fitbit_steps_intraday/rapids/main.py diff --git a/data/external/timesegments_periodic.csv b/data/external/timesegments_periodic.csv index 54ebdbbd..d52d92fa 100644 --- a/data/external/timesegments_periodic.csv +++ b/data/external/timesegments_periodic.csv @@ -1,6 +1,6 @@ label,start_time,length,repeats_on,repeats_value threeday,00:00:00,2D 23H 59M 59S,every_day,0 -daily, 00:00:00,23H 59M 59S, every_day, 0 +daily,00:00:00,23H 59M 59S,every_day,0 morning,06:00:00,5H 59M 59S,every_day,0 afternoon,12:00:00,5H 59M 59S,every_day,0 evening,18:00:00,5H 59M 59S,every_day,0 diff --git a/docs/change-log.md b/docs/change-log.md index 6c21eb94..a2dc4f27 100644 --- a/docs/change-log.md +++ b/docs/change-log.md @@ -1,5 +1,7 @@ # Change Log -## v.1.7.0 +## v1.7.0 +- Add firststeptime and laststeptime features to FITBIT_STEPS_INTRADAY RAPIDS provider +- Update tests for Fitbit steps intraday features - Add tests for phone battery features ## v1.6.0 - Refactor PHONE_CALLS RAPIDS provider to compute features based on call episodes or events diff --git a/docs/features/fitbit-steps-intraday.md b/docs/features/fitbit-steps-intraday.md index a2db9173..3bec129d 100644 --- a/docs/features/fitbit-steps-intraday.md +++ b/docs/features/fitbit-steps-intraday.md @@ -29,6 +29,7 @@ Parameters description for `[FITBIT_STEPS_INTRADAY][PROVIDERS][RAPIDS]`: |----------------|----------------------------------------------------------------------------------------------------------------------------------- |`[COMPUTE]` | Set to `True` to extract `FITBIT_STEPS_INTRADAY` features from the `RAPIDS` provider| |`[FEATURES]` | Features to be computed from steps intraday data, see table below | +|`[REFERENCE_HOUR]` | The reference point from which `firststeptime` or `laststeptime` is to be computed, default is midnight | |`[THRESHOLD_ACTIVE_BOUT]` | Every minute with Fitbit steps data wil be labelled as `sedentary` if its step count is below this threshold, otherwise, `active`. | |`[INCLUDE_ZERO_STEP_ROWS]` | Whether or not to include time segments with a 0 step count during the whole day. | @@ -42,6 +43,8 @@ Features description for `[FITBIT_STEPS_INTRADAY][PROVIDERS][RAPIDS]`: |minsteps |steps |The minimum step count during a time segment. |avgsteps |steps |The average step count during a time segment. |stdsteps |steps |The standard deviation of step count during a time segment. +|firststeptime |minutes |Minutes until the first non-zero step count. +|laststeptime |minutes |Minutes until the last non-zero step count. |countepisodesedentarybout |bouts |Number of sedentary bouts during a time segment. |sumdurationsedentarybout |minutes |Total duration of all sedentary bouts during a time segment. |maxdurationsedentarybout |minutes |The maximum duration of any sedentary bout during a time segment. diff --git a/docs/team.md b/docs/team.md index 155aa7c6..0554a28b 100644 --- a/docs/team.md +++ b/docs/team.md @@ -15,7 +15,6 @@ If you are interested in contributing feel free to submit a pull request or cont Meng Li received her Master of Science degree in Information Science from the University of Pittsburgh. She is interested in applying machine learning algorithms to the medical field. - *lim11* at *upmc* . *edu* - - [Linkedin Profile](https://www.linkedin.com/in/meng-li-57238414a) - [Github Profile](https://github.com/Meng6) ### Abhineeth Reddy Kunta diff --git a/src/features/fitbit_steps_intraday/rapids/main.py b/src/features/fitbit_steps_intraday/rapids/main.py index d87b4d77..5f86abfc 100644 --- a/src/features/fitbit_steps_intraday/rapids/main.py +++ b/src/features/fitbit_steps_intraday/rapids/main.py @@ -1,9 +1,10 @@ import pandas as pd import numpy as np -def statsFeatures(steps_data, features_to_compute, features_type, steps_features): +def statsFeatures(steps_data, features_to_compute, features_type, steps_features, *args, **kwargs): if features_type == "steps" or features_type == "sumsteps": col_name = "steps" + reference_hour = kwargs["reference_hour"] elif features_type == "durationsedentarybout" or features_type == "durationactivebout": col_name = "duration" else: @@ -23,6 +24,10 @@ def statsFeatures(steps_data, features_to_compute, features_type, steps_features steps_features["median" + features_type] = steps_data.groupby(["local_segment"])[col_name].median() if "std" + features_type in features_to_compute: steps_features["std" + features_type] = steps_data.groupby(["local_segment"])[col_name].std() + if (col_name == "steps") and ("firststeptime" in features_to_compute): + steps_features["firststeptime"] = steps_data[steps_data["steps"].ne(0)].groupby(["local_segment"])["local_time"].first().apply(lambda x: (int(x.split(":")[0]) - reference_hour) * 60 + int(x.split(":")[1]) + (int(x.split(":")[2]) / 60)) + if (col_name == "steps") and ("laststeptime" in features_to_compute): + steps_features["laststeptime"] = steps_data[steps_data["steps"].ne(0)].groupby(["local_segment"])["local_time"].last().apply(lambda x: (int(x.split(":")[0]) - reference_hour) * 60 + int(x.split(":")[1]) + (int(x.split(":")[2]) / 60)) return steps_features @@ -38,11 +43,11 @@ def getBouts(steps_data): return bouts -def extractStepsFeaturesFromIntradayData(steps_intraday_data, threshold_active_bout, intraday_features_to_compute_steps, intraday_features_to_compute_sedentarybout, intraday_features_to_compute_activebout, steps_intraday_features): +def extractStepsFeaturesFromIntradayData(steps_intraday_data, reference_hour, threshold_active_bout, intraday_features_to_compute_steps, intraday_features_to_compute_sedentarybout, intraday_features_to_compute_activebout, steps_intraday_features): steps_intraday_features = pd.DataFrame() # statistics features of steps count - steps_intraday_features = statsFeatures(steps_intraday_data, intraday_features_to_compute_steps, "steps", steps_intraday_features) + steps_intraday_features = statsFeatures(steps_intraday_data, intraday_features_to_compute_steps, "steps", steps_intraday_features, reference_hour=reference_hour) # sedentary bout: less than THRESHOLD_ACTIVE_BOUT (default: 10) steps in a minute # active bout: greater or equal to THRESHOLD_ACTIVE_BOUT (default: 10) steps in a minute @@ -66,6 +71,7 @@ def extractStepsFeaturesFromIntradayData(steps_intraday_data, threshold_active_b def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_segment, *args, **kwargs): + reference_hour = provider["REFERENCE_HOUR"] threshold_active_bout = provider["THRESHOLD_ACTIVE_BOUT"] include_zero_step_rows = provider["INCLUDE_ZERO_STEP_ROWS"] @@ -73,11 +79,11 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se requested_intraday_features = provider["FEATURES"] - requested_intraday_features_steps = [x + "steps" for x in requested_intraday_features["STEPS"]] + requested_intraday_features_steps = [x + "steps" if x not in ["firststeptime", "laststeptime"] else x for x in requested_intraday_features["STEPS"]] requested_intraday_features_sedentarybout = [x + "sedentarybout" for x in requested_intraday_features["SEDENTARY_BOUT"]] requested_intraday_features_activebout = [x + "activebout" for x in requested_intraday_features["ACTIVE_BOUT"]] # name of the features this function can compute - base_intraday_features_steps = ["sumsteps", "maxsteps", "minsteps", "avgsteps", "stdsteps"] + base_intraday_features_steps = ["sumsteps", "maxsteps", "minsteps", "avgsteps", "stdsteps", "firststeptime", "laststeptime"] base_intraday_features_sedentarybout = ["countepisodesedentarybout", "sumdurationsedentarybout", "maxdurationsedentarybout", "mindurationsedentarybout", "avgdurationsedentarybout", "stddurationsedentarybout"] base_intraday_features_activebout = ["countepisodeactivebout", "sumdurationactivebout", "maxdurationactivebout", "mindurationactivebout", "avgdurationactivebout", "stddurationactivebout"] # the subset of requested features this function can compute @@ -99,6 +105,6 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se steps_intraday_data = filter_data_by_segment(steps_intraday_data, time_segment) if not steps_intraday_data.empty: - steps_intraday_features = extractStepsFeaturesFromIntradayData(steps_intraday_data, threshold_active_bout, intraday_features_to_compute_steps, intraday_features_to_compute_sedentarybout, intraday_features_to_compute_activebout, steps_intraday_features) + steps_intraday_features = extractStepsFeaturesFromIntradayData(steps_intraday_data, reference_hour, threshold_active_bout, intraday_features_to_compute_steps, intraday_features_to_compute_sedentarybout, intraday_features_to_compute_activebout, steps_intraday_features) return steps_intraday_features diff --git a/tests/data/processed/features/mtz_event/android/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_event/android/fitbit_steps_intraday.csv index edf4b89d..f24b2e63 100644 --- a/tests/data/processed/features/mtz_event/android/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_event/android/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" diff --git a/tests/data/processed/features/mtz_event/empatica/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_event/empatica/fitbit_steps_intraday.csv index edf4b89d..f24b2e63 100644 --- a/tests/data/processed/features/mtz_event/empatica/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_event/empatica/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" diff --git a/tests/data/processed/features/mtz_event/empty/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_event/empty/fitbit_steps_intraday.csv index edf4b89d..f24b2e63 100644 --- a/tests/data/processed/features/mtz_event/empty/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_event/empty/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" diff --git a/tests/data/processed/features/mtz_event/fitbit/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_event/fitbit/fitbit_steps_intraday.csv index f481257e..704014bc 100644 --- a/tests/data/processed/features/mtz_event/fitbit/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_event/fitbit/fitbit_steps_intraday.csv @@ -1,3 +1,3 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" -"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",513,69,2,21.375,21.86283823414,6,12,4,1,2,1.09544511501033,6,12,3,1,2,0.894427190999916 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",372,64,2,18.6,19.0798874541533,5,10,4,1,2,1.22474487139159,5,10,3,1,2,1 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",513,69,2,21.375,21.86283823414,780,666,6,12,4,1,2,1.09544511501033,6,12,3,1,2,0.894427190999916 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",372,64,2,18.6,19.0798874541533,780,541,5,10,4,1,2,1.22474487139159,5,10,3,1,2,1 diff --git a/tests/data/processed/features/mtz_event/ios/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_event/ios/fitbit_steps_intraday.csv index edf4b89d..f24b2e63 100644 --- a/tests/data/processed/features/mtz_event/ios/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_event/ios/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" diff --git a/tests/data/processed/features/mtz_frequency/android/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_frequency/android/fitbit_steps_intraday.csv index edf4b89d..2fa7b502 100644 --- a/tests/data/processed/features/mtz_frequency/android/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_frequency/android/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" diff --git a/tests/data/processed/features/mtz_frequency/empatica/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_frequency/empatica/fitbit_steps_intraday.csv index edf4b89d..2fa7b502 100644 --- a/tests/data/processed/features/mtz_frequency/empatica/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_frequency/empatica/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" diff --git a/tests/data/processed/features/mtz_frequency/empty/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_frequency/empty/fitbit_steps_intraday.csv index edf4b89d..2fa7b502 100644 --- a/tests/data/processed/features/mtz_frequency/empty/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_frequency/empty/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" diff --git a/tests/data/processed/features/mtz_frequency/fitbit/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_frequency/fitbit/fitbit_steps_intraday.csv index e86fddcf..a5ccf822 100644 --- a/tests/data/processed/features/mtz_frequency/fitbit/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_frequency/fitbit/fitbit_steps_intraday.csv @@ -1,53 +1,53 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" -"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",23,8,4,5.75,1.70782512765993,1,4,4,4,4,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",23,8,4,5.75,1.70782512765993,1,4,4,4,4,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0002#2020-03-09 01:00:00,2020-03-09 01:29:59","thirtyminutes0002","2020-03-09 01:00:00","2020-03-09 01:29:59",19,7,6,6.33333333333333,0.577350269189626,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0002#2020-11-02 01:00:00,2020-11-02 01:29:59","thirtyminutes0002","2020-11-02 01:00:00","2020-11-02 01:29:59",19,7,6,6.33333333333333,0.577350269189626,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",6,3,3,3,0,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",6,3,3,3,0,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",10,7,3,5,2.82842712474619,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",10,7,3,5,2.82842712474619,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",103,63,7,25.75,25.9663243451976,1,2,2,2,2,NA,1,2,2,2,2,NA -"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",103,63,7,25.75,25.9663243451976,1,2,2,2,2,NA,1,2,2,2,2,NA -"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",48,28,20,24,5.65685424949238,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",48,28,20,24,5.65685424949238,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",15,9,6,7.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",15,9,6,7.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-03-07 09:00:00,2020-03-07 09:29:59","thirtyminutes0018","2020-03-07 09:00:00","2020-03-07 09:29:59",8,8,8,8,NA,1,1,1,1,1,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-03-08 09:00:00,2020-03-08 09:29:59","thirtyminutes0018","2020-03-08 09:00:00","2020-03-08 09:29:59",40,28,12,20,11.3137084989848,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0018#2020-10-31 09:00:00,2020-10-31 09:29:59","thirtyminutes0018","2020-10-31 09:00:00","2020-10-31 09:29:59",8,8,8,8,NA,1,1,1,1,1,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-11-01 09:00:00,2020-11-01 09:29:59","thirtyminutes0018","2020-11-01 09:00:00","2020-11-01 09:29:59",40,28,12,20,11.3137084989848,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0020#2020-03-08 10:00:00,2020-03-08 10:29:59","thirtyminutes0020","2020-03-08 10:00:00","2020-03-08 10:29:59",15,8,7,7.5,0.707106781186548,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0020#2020-11-01 10:00:00,2020-11-01 10:29:59","thirtyminutes0020","2020-11-01 10:00:00","2020-11-01 10:29:59",15,8,7,7.5,0.707106781186548,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0022#2020-03-08 11:00:00,2020-03-08 11:29:59","thirtyminutes0022","2020-03-08 11:00:00","2020-03-08 11:29:59",126,69,57,63,8.48528137423857,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0022#2020-11-01 11:00:00,2020-11-01 11:29:59","thirtyminutes0022","2020-11-01 11:00:00","2020-11-01 11:29:59",126,69,57,63,8.48528137423857,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",11,5,3,3.66666666666667,1.15470053837925,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",173,72,17,43.25,28.2886903196313,NA,NA,NA,NA,NA,NA,1,4,4,4,4,NA -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",11,5,3,3.66666666666667,1.15470053837925,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",173,72,17,43.25,28.2886903196313,NA,NA,NA,NA,NA,NA,1,4,4,4,4,NA -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",13,6,1,4.33333333333333,2.88675134594813,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-03-07 12:00:00,2020-03-07 12:29:59","thirtyminutes0024","2020-03-07 12:00:00","2020-03-07 12:29:59",15,9,6,7.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",13,7,6,6.5,0.707106781186548,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",13,6,1,4.33333333333333,2.88675134594813,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-10-31 12:00:00,2020-10-31 12:29:59","thirtyminutes0024","2020-10-31 12:00:00","2020-10-31 12:29:59",15,9,6,7.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",13,7,6,6.5,0.707106781186548,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",20,20,20,20,NA,NA,NA,NA,NA,NA,NA,1,1,1,1,1,NA -"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",20,20,20,20,NA,NA,NA,NA,NA,NA,NA,1,1,1,1,1,NA -"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",40,21,19,20,1.4142135623731,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",80,59,2,20,26.4952825989835,1,2,2,2,2,NA,1,2,2,2,2,NA -"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",40,21,19,20,1.4142135623731,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",80,59,2,20,26.4952825989835,1,2,2,2,2,NA,1,2,2,2,2,NA -"thirtyminutes0029#2020-03-09 14:30:00,2020-03-09 14:59:59","thirtyminutes0029","2020-03-09 14:30:00","2020-03-09 14:59:59",107,62,45,53.5,12.0208152801713,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0029#2020-11-02 14:30:00,2020-11-02 14:59:59","thirtyminutes0029","2020-11-02 14:30:00","2020-11-02 14:59:59",107,62,45,53.5,12.0208152801713,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",115,64,16,38.3333333333333,24.1729876790879,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",115,64,16,38.3333333333333,24.1729876790879,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0034#2020-03-08 17:00:00,2020-03-08 17:29:59","thirtyminutes0034","2020-03-08 17:00:00","2020-03-08 17:29:59",90,49,13,30,18.0831413200251,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0034#2020-11-01 17:00:00,2020-11-01 17:29:59","thirtyminutes0034","2020-11-01 17:00:00","2020-11-01 17:29:59",90,49,13,30,18.0831413200251,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",12,8,4,6,2.82842712474619,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",12,8,4,6,2.82842712474619,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",8,5,3,4,1.4142135623731,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",8,5,3,4,1.4142135623731,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",13,8,5,6.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",13,8,5,6.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",88,51,15,29.3333333333333,19.0875177362939,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",88,51,15,29.3333333333333,19.0875177362939,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" +"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",23,8,4,5.75,1.70782512765993,19,22,1,4,4,4,4,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",23,8,4,5.75,1.70782512765993,19,22,1,4,4,4,4,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0002#2020-03-09 01:00:00,2020-03-09 01:29:59","thirtyminutes0002","2020-03-09 01:00:00","2020-03-09 01:29:59",19,7,6,6.33333333333333,0.577350269189626,78,80,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0002#2020-11-02 01:00:00,2020-11-02 01:29:59","thirtyminutes0002","2020-11-02 01:00:00","2020-11-02 01:29:59",19,7,6,6.33333333333333,0.577350269189626,78,80,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",6,3,3,3,0,358,359,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",6,3,3,3,0,358,359,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",10,7,3,5,2.82842712474619,360,361,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",10,7,3,5,2.82842712474619,360,361,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",103,63,7,25.75,25.9663243451976,421,441,1,2,2,2,2,NA,1,2,2,2,2,NA +"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",103,63,7,25.75,25.9663243451976,421,441,1,2,2,2,2,NA,1,2,2,2,2,NA +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",48,28,20,24,5.65685424949238,481,482,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",48,28,20,24,5.65685424949238,481,482,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",15,9,6,7.5,2.12132034355964,538,539,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",15,9,6,7.5,2.12132034355964,538,539,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-03-07 09:00:00,2020-03-07 09:29:59","thirtyminutes0018","2020-03-07 09:00:00","2020-03-07 09:29:59",8,8,8,8,NA,540,540,1,1,1,1,1,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-03-08 09:00:00,2020-03-08 09:29:59","thirtyminutes0018","2020-03-08 09:00:00","2020-03-08 09:29:59",40,28,12,20,11.3137084989848,540,541,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0018#2020-10-31 09:00:00,2020-10-31 09:29:59","thirtyminutes0018","2020-10-31 09:00:00","2020-10-31 09:29:59",8,8,8,8,NA,540,540,1,1,1,1,1,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-11-01 09:00:00,2020-11-01 09:29:59","thirtyminutes0018","2020-11-01 09:00:00","2020-11-01 09:29:59",40,28,12,20,11.3137084989848,540,541,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0020#2020-03-08 10:00:00,2020-03-08 10:29:59","thirtyminutes0020","2020-03-08 10:00:00","2020-03-08 10:29:59",15,8,7,7.5,0.707106781186548,615,616,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0020#2020-11-01 10:00:00,2020-11-01 10:29:59","thirtyminutes0020","2020-11-01 10:00:00","2020-11-01 10:29:59",15,8,7,7.5,0.707106781186548,615,616,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0022#2020-03-08 11:00:00,2020-03-08 11:29:59","thirtyminutes0022","2020-03-08 11:00:00","2020-03-08 11:29:59",126,69,57,63,8.48528137423857,665,666,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0022#2020-11-01 11:00:00,2020-11-01 11:29:59","thirtyminutes0022","2020-11-01 11:00:00","2020-11-01 11:29:59",126,69,57,63,8.48528137423857,665,666,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",11,5,3,3.66666666666667,1.15470053837925,717,719,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",173,72,17,43.25,28.2886903196313,705,708,NA,NA,NA,NA,NA,NA,1,4,4,4,4,NA +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",11,5,3,3.66666666666667,1.15470053837925,717,719,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",173,72,17,43.25,28.2886903196313,705,708,NA,NA,NA,NA,NA,NA,1,4,4,4,4,NA +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",13,6,1,4.33333333333333,2.88675134594813,720,722,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-03-07 12:00:00,2020-03-07 12:29:59","thirtyminutes0024","2020-03-07 12:00:00","2020-03-07 12:29:59",15,9,6,7.5,2.12132034355964,721,722,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",13,7,6,6.5,0.707106781186548,720,721,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",13,6,1,4.33333333333333,2.88675134594813,720,722,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-10-31 12:00:00,2020-10-31 12:29:59","thirtyminutes0024","2020-10-31 12:00:00","2020-10-31 12:29:59",15,9,6,7.5,2.12132034355964,721,722,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",13,7,6,6.5,0.707106781186548,720,721,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",20,20,20,20,NA,779,779,NA,NA,NA,NA,NA,NA,1,1,1,1,1,NA +"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",20,20,20,20,NA,779,779,NA,NA,NA,NA,NA,NA,1,1,1,1,1,NA +"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",40,21,19,20,1.4142135623731,802,803,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",80,59,2,20,26.4952825989835,780,783,1,2,2,2,2,NA,1,2,2,2,2,NA +"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",40,21,19,20,1.4142135623731,802,803,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",80,59,2,20,26.4952825989835,780,783,1,2,2,2,2,NA,1,2,2,2,2,NA +"thirtyminutes0029#2020-03-09 14:30:00,2020-03-09 14:59:59","thirtyminutes0029","2020-03-09 14:30:00","2020-03-09 14:59:59",107,62,45,53.5,12.0208152801713,890,891,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0029#2020-11-02 14:30:00,2020-11-02 14:59:59","thirtyminutes0029","2020-11-02 14:30:00","2020-11-02 14:59:59",107,62,45,53.5,12.0208152801713,890,891,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",115,64,16,38.3333333333333,24.1729876790879,968,970,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",115,64,16,38.3333333333333,24.1729876790879,968,970,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0034#2020-03-08 17:00:00,2020-03-08 17:29:59","thirtyminutes0034","2020-03-08 17:00:00","2020-03-08 17:29:59",90,49,13,30,18.0831413200251,1043,1045,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0034#2020-11-01 17:00:00,2020-11-01 17:29:59","thirtyminutes0034","2020-11-01 17:00:00","2020-11-01 17:29:59",90,49,13,30,18.0831413200251,1043,1045,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",12,8,4,6,2.82842712474619,1078,1079,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",12,8,4,6,2.82842712474619,1078,1079,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",8,5,3,4,1.4142135623731,1080,1081,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",8,5,3,4,1.4142135623731,1080,1081,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",13,8,5,6.5,2.12132034355964,1140,1141,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",13,8,5,6.5,2.12132034355964,1140,1141,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",88,51,15,29.3333333333333,19.0875177362939,1201,1203,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",88,51,15,29.3333333333333,19.0875177362939,1201,1203,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA diff --git a/tests/data/processed/features/mtz_frequency/ios/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_frequency/ios/fitbit_steps_intraday.csv index edf4b89d..2fa7b502 100644 --- a/tests/data/processed/features/mtz_frequency/ios/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_frequency/ios/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" diff --git a/tests/data/processed/features/mtz_periodic/android/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_periodic/android/fitbit_steps_intraday.csv index edf4b89d..f9658846 100644 --- a/tests/data/processed/features/mtz_periodic/android/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_periodic/android/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_mindurationactivebout" diff --git a/tests/data/processed/features/mtz_periodic/empatica/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_periodic/empatica/fitbit_steps_intraday.csv index edf4b89d..f9658846 100644 --- a/tests/data/processed/features/mtz_periodic/empatica/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_periodic/empatica/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_mindurationactivebout" diff --git a/tests/data/processed/features/mtz_periodic/empty/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_periodic/empty/fitbit_steps_intraday.csv index edf4b89d..f9658846 100644 --- a/tests/data/processed/features/mtz_periodic/empty/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_periodic/empty/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_mindurationactivebout" diff --git a/tests/data/processed/features/mtz_periodic/fitbit/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_periodic/fitbit/fitbit_steps_intraday.csv index 7ac54a92..d01e4f25 100644 --- a/tests/data/processed/features/mtz_periodic/fitbit/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_periodic/fitbit/fitbit_steps_intraday.csv @@ -1,27 +1,27 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" -"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",251,63,1,11.4090909090909,13.9784156432732,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",527,72,2,23.9545454545455,22.5081514815607,5,9,2,1,1.8,0.447213595499958,4,13,4,3,3.25,0.5 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",307,69,4,20.4666666666667,21.2934150339847,4,8,4,1,2,1.4142135623731,4,7,3,1,1.75,0.957427107756338 -"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",126,62,6,25.2,26.5273443827308,1,3,3,3,3,NA,1,2,2,2,2,NA -"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",251,63,1,11.4090909090909,13.9784156432732,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",527,72,2,23.9545454545455,22.5081514815607,5,9,2,1,1.8,0.447213595499958,4,13,4,3,3.25,0.5 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",307,69,4,20.4666666666667,21.2934150339847,4,8,4,1,2,1.4142135623731,4,7,3,1,1.75,0.957427107756338 -"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",126,62,6,25.2,26.5273443827308,1,3,3,3,3,NA,1,2,2,2,2,NA -"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",172,63,3,15.6363636363636,18.0846494424013,3,7,3,2,2.33333333333333,0.577350269189626,2,4,2,2,2,0 -"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",196,72,6,28,27.6164202362773,2,3,2,1,1.5,0.707106781186548,1,4,4,4,4,NA -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",181,69,7,30.1666666666667,26.7986318058715,1,2,2,2,2,NA,2,4,2,2,2,0 -"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",172,63,3,15.6363636363636,18.0846494424013,3,7,3,2,2.33333333333333,0.577350269189626,2,4,2,2,2,0 -"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",196,72,6,28,27.6164202362773,2,3,2,1,1.5,0.707106781186548,1,4,4,4,4,NA -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",181,69,7,30.1666666666667,26.7986318058715,1,2,2,2,2,NA,2,4,2,2,2,0 -"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,12,33,6,1,2.75,1.81533868615599,11,26,4,1,2.36363636363636,0.924416277737175 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",960,72,2,22.8571428571429,22.0537828496404,10,20,4,1,2,0.942809041582063,9,22,4,1,2.44444444444444,1.0137937550497 -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",433,69,4,21.65,22.0603836393611,5,11,4,1,2.2,1.30384048104053,5,9,3,1,1.8,0.836660026534076 -"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",126,62,6,25.2,26.5273443827308,1,3,3,3,3,NA,1,2,2,2,2,NA -"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",251,63,1,11.4090909090909,13.9784156432732,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",778,72,1,17.6818181818182,19.5730863239614,8,25,6,1,3.125,1.95940953204931,7,19,4,2,2.71428571428571,0.755928946018454 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,12,33,6,1,2.75,1.81533868615599,11,26,4,1,2.36363636363636,0.924416277737175 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",960,72,2,22.8571428571429,22.0537828496404,10,20,4,1,2,0.942809041582063,9,22,4,1,2.44444444444444,1.0137937550497 -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",433,69,4,21.65,22.0603836393611,5,11,4,1,2.2,1.30384048104053,5,9,3,1,1.8,0.836660026534076 -"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",126,62,6,25.2,26.5273443827308,1,3,3,3,3,NA,1,2,2,2,2,NA -"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,12,33,6,1,2.75,1.81533868615599,11,26,4,1,2.36363636363636,0.924416277737175 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,12,33,6,1,2.75,1.81533868615599,11,26,4,1,2.36363636363636,0.924416277737175 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",251,63,1,11.4090909090909,13.9784156432732,358,1081,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",527,72,2,23.9545454545455,22.5081514815607,538,1203,5,9,2,1,1.8,0.447213595499958,4,13,4,3,3.25,0.5 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",307,69,4,20.4666666666667,21.2934150339847,19,1045,4,8,4,1,2,1.4142135623731,4,7,3,1,1.75,0.957427107756338 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",126,62,6,25.2,26.5273443827308,78,891,1,3,3,3,3,NA,1,2,2,2,2,NA +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",251,63,1,11.4090909090909,13.9784156432732,358,1081,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",527,72,2,23.9545454545455,22.5081514815607,538,1203,5,9,2,1,1.8,0.447213595499958,4,13,4,3,3.25,0.5 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",307,69,4,20.4666666666667,21.2934150339847,19,1045,4,8,4,1,2,1.4142135623731,4,7,3,1,1.75,0.957427107756338 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",126,62,6,25.2,26.5273443827308,78,891,1,3,3,3,3,NA,1,2,2,2,2,NA +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",172,63,3,15.6363636363636,18.0846494424013,360,719,3,7,3,2,2.33333333333333,0.577350269189626,2,4,2,2,2,0 +"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",196,72,6,28,27.6164202362773,538,708,2,3,2,1,1.5,0.707106781186548,1,4,4,4,4,NA +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",181,69,7,30.1666666666667,26.7986318058715,540,666,1,2,2,2,2,NA,2,4,2,2,2,0 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",172,63,3,15.6363636363636,18.0846494424013,360,719,3,7,3,2,2.33333333333333,0.577350269189626,2,4,2,2,2,0 +"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",196,72,6,28,27.6164202362773,538,708,2,3,2,1,1.5,0.707106781186548,1,4,4,4,4,NA +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",181,69,7,30.1666666666667,26.7986318058715,540,666,1,2,2,2,2,NA,2,4,2,2,2,0 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,358,1045,12,33,6,1,2.75,1.81533868615599,11,26,4,1,2.36363636363636,0.924416277737175 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",960,72,2,22.8571428571429,22.0537828496404,538,891,10,20,4,1,2,0.942809041582063,9,22,4,1,2.44444444444444,1.0137937550497 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",433,69,4,21.65,22.0603836393611,19,891,5,11,4,1,2.2,1.30384048104053,5,9,3,1,1.8,0.836660026534076 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",126,62,6,25.2,26.5273443827308,78,891,1,3,3,3,3,NA,1,2,2,2,2,NA +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",251,63,1,11.4090909090909,13.9784156432732,358,1081,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",778,72,1,17.6818181818182,19.5730863239614,358,1203,8,25,6,1,3.125,1.95940953204931,7,19,4,2,2.71428571428571,0.755928946018454 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,358,1045,12,33,6,1,2.75,1.81533868615599,11,26,4,1,2.36363636363636,0.924416277737175 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",960,72,2,22.8571428571429,22.0537828496404,538,891,10,20,4,1,2,0.942809041582063,9,22,4,1,2.44444444444444,1.0137937550497 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",433,69,4,21.65,22.0603836393611,19,891,5,11,4,1,2.2,1.30384048104053,5,9,3,1,1.8,0.836660026534076 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",126,62,6,25.2,26.5273443827308,78,891,1,3,3,3,3,NA,1,2,2,2,2,NA +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,358,1045,12,33,6,1,2.75,1.81533868615599,11,26,4,1,2.36363636363636,0.924416277737175 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,358,1045,12,33,6,1,2.75,1.81533868615599,11,26,4,1,2.36363636363636,0.924416277737175 diff --git a/tests/data/processed/features/mtz_periodic/ios/fitbit_steps_intraday.csv b/tests/data/processed/features/mtz_periodic/ios/fitbit_steps_intraday.csv index edf4b89d..f9658846 100644 --- a/tests/data/processed/features/mtz_periodic/ios/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/mtz_periodic/ios/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_mindurationactivebout" diff --git a/tests/data/processed/features/stz_event/android/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_event/android/fitbit_steps_intraday.csv index edf4b89d..6a873f0f 100644 --- a/tests/data/processed/features/stz_event/android/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_event/android/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout" diff --git a/tests/data/processed/features/stz_event/empatica/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_event/empatica/fitbit_steps_intraday.csv index edf4b89d..6a873f0f 100644 --- a/tests/data/processed/features/stz_event/empatica/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_event/empatica/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout" diff --git a/tests/data/processed/features/stz_event/empty/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_event/empty/fitbit_steps_intraday.csv index edf4b89d..6a873f0f 100644 --- a/tests/data/processed/features/stz_event/empty/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_event/empty/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout" diff --git a/tests/data/processed/features/stz_event/fitbit/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_event/fitbit/fitbit_steps_intraday.csv index 05aa0081..2abfce53 100644 --- a/tests/data/processed/features/stz_event/fitbit/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_event/fitbit/fitbit_steps_intraday.csv @@ -1,3 +1,3 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" -"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",433,69,4,21.65,21.6169402382289,4,10,4,2,2.5,1,4,10,3,2,2.5,0.577350269189626 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",433,69,4,21.65,21.6169402382289,4,10,4,2,2.5,1,4,10,3,2,2.5,0.577350269189626 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",433,69,4,21.65,21.6169402382289,968,721,4,10,4,2,2.5,1,4,10,3,2,2.5,0.577350269189626 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",433,69,4,21.65,21.6169402382289,968,721,4,10,4,2,2.5,1,4,10,3,2,2.5,0.577350269189626 diff --git a/tests/data/processed/features/stz_event/ios/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_event/ios/fitbit_steps_intraday.csv index edf4b89d..6a873f0f 100644 --- a/tests/data/processed/features/stz_event/ios/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_event/ios/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout" diff --git a/tests/data/processed/features/stz_frequency/android/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_frequency/android/fitbit_steps_intraday.csv index edf4b89d..33337dbf 100644 --- a/tests/data/processed/features/stz_frequency/android/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_frequency/android/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout" diff --git a/tests/data/processed/features/stz_frequency/android/fitbit_steps_summary copy.csv b/tests/data/processed/features/stz_frequency/android/fitbit_steps_summary copy.csv deleted file mode 100644 index eb4efbeb..00000000 --- a/tests/data/processed/features/stz_frequency/android/fitbit_steps_summary copy.csv +++ /dev/null @@ -1 +0,0 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_summary_rapids_minsumsteps","fitbit_steps_summary_rapids_mediansumsteps","fitbit_steps_summary_rapids_stdsumsteps","fitbit_steps_summary_rapids_maxsumsteps","fitbit_steps_summary_rapids_avgsumsteps" diff --git a/tests/data/processed/features/stz_frequency/empatica/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_frequency/empatica/fitbit_steps_intraday.csv index edf4b89d..33337dbf 100644 --- a/tests/data/processed/features/stz_frequency/empatica/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_frequency/empatica/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout" diff --git a/tests/data/processed/features/stz_frequency/empty/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_frequency/empty/fitbit_steps_intraday.csv index edf4b89d..33337dbf 100644 --- a/tests/data/processed/features/stz_frequency/empty/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_frequency/empty/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout" diff --git a/tests/data/processed/features/stz_frequency/fitbit/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_frequency/fitbit/fitbit_steps_intraday.csv index e86fddcf..a5ccf822 100644 --- a/tests/data/processed/features/stz_frequency/fitbit/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_frequency/fitbit/fitbit_steps_intraday.csv @@ -1,53 +1,53 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" -"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",23,8,4,5.75,1.70782512765993,1,4,4,4,4,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",23,8,4,5.75,1.70782512765993,1,4,4,4,4,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0002#2020-03-09 01:00:00,2020-03-09 01:29:59","thirtyminutes0002","2020-03-09 01:00:00","2020-03-09 01:29:59",19,7,6,6.33333333333333,0.577350269189626,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0002#2020-11-02 01:00:00,2020-11-02 01:29:59","thirtyminutes0002","2020-11-02 01:00:00","2020-11-02 01:29:59",19,7,6,6.33333333333333,0.577350269189626,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",6,3,3,3,0,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",6,3,3,3,0,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",10,7,3,5,2.82842712474619,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",10,7,3,5,2.82842712474619,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",103,63,7,25.75,25.9663243451976,1,2,2,2,2,NA,1,2,2,2,2,NA -"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",103,63,7,25.75,25.9663243451976,1,2,2,2,2,NA,1,2,2,2,2,NA -"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",48,28,20,24,5.65685424949238,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",48,28,20,24,5.65685424949238,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",15,9,6,7.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",15,9,6,7.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-03-07 09:00:00,2020-03-07 09:29:59","thirtyminutes0018","2020-03-07 09:00:00","2020-03-07 09:29:59",8,8,8,8,NA,1,1,1,1,1,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-03-08 09:00:00,2020-03-08 09:29:59","thirtyminutes0018","2020-03-08 09:00:00","2020-03-08 09:29:59",40,28,12,20,11.3137084989848,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0018#2020-10-31 09:00:00,2020-10-31 09:29:59","thirtyminutes0018","2020-10-31 09:00:00","2020-10-31 09:29:59",8,8,8,8,NA,1,1,1,1,1,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-11-01 09:00:00,2020-11-01 09:29:59","thirtyminutes0018","2020-11-01 09:00:00","2020-11-01 09:29:59",40,28,12,20,11.3137084989848,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0020#2020-03-08 10:00:00,2020-03-08 10:29:59","thirtyminutes0020","2020-03-08 10:00:00","2020-03-08 10:29:59",15,8,7,7.5,0.707106781186548,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0020#2020-11-01 10:00:00,2020-11-01 10:29:59","thirtyminutes0020","2020-11-01 10:00:00","2020-11-01 10:29:59",15,8,7,7.5,0.707106781186548,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0022#2020-03-08 11:00:00,2020-03-08 11:29:59","thirtyminutes0022","2020-03-08 11:00:00","2020-03-08 11:29:59",126,69,57,63,8.48528137423857,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0022#2020-11-01 11:00:00,2020-11-01 11:29:59","thirtyminutes0022","2020-11-01 11:00:00","2020-11-01 11:29:59",126,69,57,63,8.48528137423857,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",11,5,3,3.66666666666667,1.15470053837925,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",173,72,17,43.25,28.2886903196313,NA,NA,NA,NA,NA,NA,1,4,4,4,4,NA -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",11,5,3,3.66666666666667,1.15470053837925,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",173,72,17,43.25,28.2886903196313,NA,NA,NA,NA,NA,NA,1,4,4,4,4,NA -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",13,6,1,4.33333333333333,2.88675134594813,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-03-07 12:00:00,2020-03-07 12:29:59","thirtyminutes0024","2020-03-07 12:00:00","2020-03-07 12:29:59",15,9,6,7.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",13,7,6,6.5,0.707106781186548,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",13,6,1,4.33333333333333,2.88675134594813,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-10-31 12:00:00,2020-10-31 12:29:59","thirtyminutes0024","2020-10-31 12:00:00","2020-10-31 12:29:59",15,9,6,7.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",13,7,6,6.5,0.707106781186548,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",20,20,20,20,NA,NA,NA,NA,NA,NA,NA,1,1,1,1,1,NA -"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",20,20,20,20,NA,NA,NA,NA,NA,NA,NA,1,1,1,1,1,NA -"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",40,21,19,20,1.4142135623731,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",80,59,2,20,26.4952825989835,1,2,2,2,2,NA,1,2,2,2,2,NA -"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",40,21,19,20,1.4142135623731,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",80,59,2,20,26.4952825989835,1,2,2,2,2,NA,1,2,2,2,2,NA -"thirtyminutes0029#2020-03-09 14:30:00,2020-03-09 14:59:59","thirtyminutes0029","2020-03-09 14:30:00","2020-03-09 14:59:59",107,62,45,53.5,12.0208152801713,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0029#2020-11-02 14:30:00,2020-11-02 14:59:59","thirtyminutes0029","2020-11-02 14:30:00","2020-11-02 14:59:59",107,62,45,53.5,12.0208152801713,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA -"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",115,64,16,38.3333333333333,24.1729876790879,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",115,64,16,38.3333333333333,24.1729876790879,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0034#2020-03-08 17:00:00,2020-03-08 17:29:59","thirtyminutes0034","2020-03-08 17:00:00","2020-03-08 17:29:59",90,49,13,30,18.0831413200251,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0034#2020-11-01 17:00:00,2020-11-01 17:29:59","thirtyminutes0034","2020-11-01 17:00:00","2020-11-01 17:29:59",90,49,13,30,18.0831413200251,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",12,8,4,6,2.82842712474619,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",12,8,4,6,2.82842712474619,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",8,5,3,4,1.4142135623731,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",8,5,3,4,1.4142135623731,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",13,8,5,6.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",13,8,5,6.5,2.12132034355964,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",88,51,15,29.3333333333333,19.0875177362939,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA -"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",88,51,15,29.3333333333333,19.0875177362939,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" +"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",23,8,4,5.75,1.70782512765993,19,22,1,4,4,4,4,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",23,8,4,5.75,1.70782512765993,19,22,1,4,4,4,4,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0002#2020-03-09 01:00:00,2020-03-09 01:29:59","thirtyminutes0002","2020-03-09 01:00:00","2020-03-09 01:29:59",19,7,6,6.33333333333333,0.577350269189626,78,80,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0002#2020-11-02 01:00:00,2020-11-02 01:29:59","thirtyminutes0002","2020-11-02 01:00:00","2020-11-02 01:29:59",19,7,6,6.33333333333333,0.577350269189626,78,80,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",6,3,3,3,0,358,359,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",6,3,3,3,0,358,359,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",10,7,3,5,2.82842712474619,360,361,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",10,7,3,5,2.82842712474619,360,361,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",103,63,7,25.75,25.9663243451976,421,441,1,2,2,2,2,NA,1,2,2,2,2,NA +"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",103,63,7,25.75,25.9663243451976,421,441,1,2,2,2,2,NA,1,2,2,2,2,NA +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",48,28,20,24,5.65685424949238,481,482,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",48,28,20,24,5.65685424949238,481,482,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",15,9,6,7.5,2.12132034355964,538,539,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",15,9,6,7.5,2.12132034355964,538,539,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-03-07 09:00:00,2020-03-07 09:29:59","thirtyminutes0018","2020-03-07 09:00:00","2020-03-07 09:29:59",8,8,8,8,NA,540,540,1,1,1,1,1,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-03-08 09:00:00,2020-03-08 09:29:59","thirtyminutes0018","2020-03-08 09:00:00","2020-03-08 09:29:59",40,28,12,20,11.3137084989848,540,541,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0018#2020-10-31 09:00:00,2020-10-31 09:29:59","thirtyminutes0018","2020-10-31 09:00:00","2020-10-31 09:29:59",8,8,8,8,NA,540,540,1,1,1,1,1,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-11-01 09:00:00,2020-11-01 09:29:59","thirtyminutes0018","2020-11-01 09:00:00","2020-11-01 09:29:59",40,28,12,20,11.3137084989848,540,541,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0020#2020-03-08 10:00:00,2020-03-08 10:29:59","thirtyminutes0020","2020-03-08 10:00:00","2020-03-08 10:29:59",15,8,7,7.5,0.707106781186548,615,616,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0020#2020-11-01 10:00:00,2020-11-01 10:29:59","thirtyminutes0020","2020-11-01 10:00:00","2020-11-01 10:29:59",15,8,7,7.5,0.707106781186548,615,616,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0022#2020-03-08 11:00:00,2020-03-08 11:29:59","thirtyminutes0022","2020-03-08 11:00:00","2020-03-08 11:29:59",126,69,57,63,8.48528137423857,665,666,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0022#2020-11-01 11:00:00,2020-11-01 11:29:59","thirtyminutes0022","2020-11-01 11:00:00","2020-11-01 11:29:59",126,69,57,63,8.48528137423857,665,666,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",11,5,3,3.66666666666667,1.15470053837925,717,719,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",173,72,17,43.25,28.2886903196313,705,708,NA,NA,NA,NA,NA,NA,1,4,4,4,4,NA +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",11,5,3,3.66666666666667,1.15470053837925,717,719,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",173,72,17,43.25,28.2886903196313,705,708,NA,NA,NA,NA,NA,NA,1,4,4,4,4,NA +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",13,6,1,4.33333333333333,2.88675134594813,720,722,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-03-07 12:00:00,2020-03-07 12:29:59","thirtyminutes0024","2020-03-07 12:00:00","2020-03-07 12:29:59",15,9,6,7.5,2.12132034355964,721,722,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",13,7,6,6.5,0.707106781186548,720,721,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",13,6,1,4.33333333333333,2.88675134594813,720,722,1,3,3,3,3,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-10-31 12:00:00,2020-10-31 12:29:59","thirtyminutes0024","2020-10-31 12:00:00","2020-10-31 12:29:59",15,9,6,7.5,2.12132034355964,721,722,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",13,7,6,6.5,0.707106781186548,720,721,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",20,20,20,20,NA,779,779,NA,NA,NA,NA,NA,NA,1,1,1,1,1,NA +"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",20,20,20,20,NA,779,779,NA,NA,NA,NA,NA,NA,1,1,1,1,1,NA +"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",40,21,19,20,1.4142135623731,802,803,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",80,59,2,20,26.4952825989835,780,783,1,2,2,2,2,NA,1,2,2,2,2,NA +"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",40,21,19,20,1.4142135623731,802,803,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",80,59,2,20,26.4952825989835,780,783,1,2,2,2,2,NA,1,2,2,2,2,NA +"thirtyminutes0029#2020-03-09 14:30:00,2020-03-09 14:59:59","thirtyminutes0029","2020-03-09 14:30:00","2020-03-09 14:59:59",107,62,45,53.5,12.0208152801713,890,891,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0029#2020-11-02 14:30:00,2020-11-02 14:59:59","thirtyminutes0029","2020-11-02 14:30:00","2020-11-02 14:59:59",107,62,45,53.5,12.0208152801713,890,891,NA,NA,NA,NA,NA,NA,1,2,2,2,2,NA +"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",115,64,16,38.3333333333333,24.1729876790879,968,970,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",115,64,16,38.3333333333333,24.1729876790879,968,970,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0034#2020-03-08 17:00:00,2020-03-08 17:29:59","thirtyminutes0034","2020-03-08 17:00:00","2020-03-08 17:29:59",90,49,13,30,18.0831413200251,1043,1045,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0034#2020-11-01 17:00:00,2020-11-01 17:29:59","thirtyminutes0034","2020-11-01 17:00:00","2020-11-01 17:29:59",90,49,13,30,18.0831413200251,1043,1045,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",12,8,4,6,2.82842712474619,1078,1079,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",12,8,4,6,2.82842712474619,1078,1079,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",8,5,3,4,1.4142135623731,1080,1081,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",8,5,3,4,1.4142135623731,1080,1081,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",13,8,5,6.5,2.12132034355964,1140,1141,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",13,8,5,6.5,2.12132034355964,1140,1141,1,2,2,2,2,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",88,51,15,29.3333333333333,19.0875177362939,1201,1203,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA +"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",88,51,15,29.3333333333333,19.0875177362939,1201,1203,NA,NA,NA,NA,NA,NA,1,3,3,3,3,NA diff --git a/tests/data/processed/features/stz_frequency/ios/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_frequency/ios/fitbit_steps_intraday.csv index edf4b89d..33337dbf 100644 --- a/tests/data/processed/features/stz_frequency/ios/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_frequency/ios/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout" diff --git a/tests/data/processed/features/stz_periodic/android/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_periodic/android/fitbit_steps_intraday.csv index edf4b89d..33337dbf 100644 --- a/tests/data/processed/features/stz_periodic/android/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_periodic/android/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout" diff --git a/tests/data/processed/features/stz_periodic/empatica/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_periodic/empatica/fitbit_steps_intraday.csv index edf4b89d..33337dbf 100644 --- a/tests/data/processed/features/stz_periodic/empatica/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_periodic/empatica/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout" diff --git a/tests/data/processed/features/stz_periodic/empty/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_periodic/empty/fitbit_steps_intraday.csv index edf4b89d..33337dbf 100644 --- a/tests/data/processed/features/stz_periodic/empty/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_periodic/empty/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout" diff --git a/tests/data/processed/features/stz_periodic/fitbit/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_periodic/fitbit/fitbit_steps_intraday.csv index c24f6bef..5225b89f 100644 --- a/tests/data/processed/features/stz_periodic/fitbit/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_periodic/fitbit/fitbit_steps_intraday.csv @@ -1,27 +1,27 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" -"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",251,63,1,11.4090909090909,13.9784156432732,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",527,72,2,23.9545454545455,22.5081514815607,4,9,3,2,2.25,0.5,4,13,4,3,3.25,0.5 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",307,69,4,20.4666666666667,21.2934150339847,3,8,4,2,2.66666666666667,1.15470053837925,3,7,3,2,2.33333333333333,0.577350269189626 -"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",126,62,6,25.2,26.5273443827308,1,3,3,3,3,NA,1,2,2,2,2,NA -"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",251,63,1,11.4090909090909,13.9784156432732,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",527,72,2,23.9545454545455,22.5081514815607,4,9,3,2,2.25,0.5,4,13,4,3,3.25,0.5 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",307,69,4,20.4666666666667,21.2934150339847,3,8,4,2,2.66666666666667,1.15470053837925,3,7,3,2,2.33333333333333,0.577350269189626 -"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",126,62,6,25.2,26.5273443827308,1,3,3,3,3,NA,1,2,2,2,2,NA -"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",172,63,3,15.6363636363636,18.0846494424013,3,7,3,2,2.33333333333333,0.577350269189626,2,4,2,2,2,0 -"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",196,72,6,28,27.6164202362773,1,3,3,3,3,NA,1,4,4,4,4,NA -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",181,69,7,30.1666666666667,26.7986318058715,1,2,2,2,2,NA,2,4,2,2,2,0 -"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",172,63,3,15.6363636363636,18.0846494424013,3,7,3,2,2.33333333333333,0.577350269189626,2,4,2,2,2,0 -"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",196,72,6,28,27.6164202362773,1,3,3,3,3,NA,1,4,4,4,4,NA -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",181,69,7,30.1666666666667,26.7986318058715,1,2,2,2,2,NA,2,4,2,2,2,0 -"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,10,33,7,2,3.3,1.88856206322871,10,26,4,2,2.6,0.699205898780101 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",960,72,2,22.8571428571429,22.0537828496404,8,20,4,2,2.5,0.755928946018454,8,22,4,2,2.75,0.707106781186548 -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",433,69,4,21.65,22.0603836393611,4,11,4,2,2.75,0.957427107756338,4,9,3,2,2.25,0.5 -"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",126,62,6,25.2,26.5273443827308,1,3,3,3,3,NA,1,2,2,2,2,NA -"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",251,63,1,11.4090909090909,13.9784156432732,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",778,72,1,17.6818181818182,19.5730863239614,7,25,7,2,3.57142857142857,2.14919697074224,7,19,4,2,2.71428571428571,0.755928946018454 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,10,33,7,2,3.3,1.88856206322871,10,26,4,2,2.6,0.699205898780101 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",960,72,2,22.8571428571429,22.0537828496404,8,20,4,2,2.5,0.755928946018454,8,22,4,2,2.75,0.707106781186548 -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",433,69,4,21.65,22.0603836393611,4,11,4,2,2.75,0.957427107756338,4,9,3,2,2.25,0.5 -"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",126,62,6,25.2,26.5273443827308,1,3,3,3,3,NA,1,2,2,2,2,NA -"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,10,33,7,2,3.3,1.88856206322871,10,26,4,2,2.6,0.699205898780101 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,10,33,7,2,3.3,1.88856206322871,10,26,4,2,2.6,0.699205898780101 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",251,63,1,11.4090909090909,13.9784156432732,358,1081,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",527,72,2,23.9545454545455,22.5081514815607,538,1203,4,9,3,2,2.25,0.5,4,13,4,3,3.25,0.5 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",307,69,4,20.4666666666667,21.2934150339847,19,1045,3,8,4,2,2.66666666666667,1.15470053837925,3,7,3,2,2.33333333333333,0.577350269189626 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",126,62,6,25.2,26.5273443827308,78,891,1,3,3,3,3,NA,1,2,2,2,2,NA +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",251,63,1,11.4090909090909,13.9784156432732,358,1081,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",527,72,2,23.9545454545455,22.5081514815607,538,1203,4,9,3,2,2.25,0.5,4,13,4,3,3.25,0.5 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",307,69,4,20.4666666666667,21.2934150339847,19,1045,3,8,4,2,2.66666666666667,1.15470053837925,3,7,3,2,2.33333333333333,0.577350269189626 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",126,62,6,25.2,26.5273443827308,78,891,1,3,3,3,3,NA,1,2,2,2,2,NA +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",172,63,3,15.6363636363636,18.0846494424013,360,719,3,7,3,2,2.33333333333333,0.577350269189626,2,4,2,2,2,0 +"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",196,72,6,28,27.6164202362773,538,708,1,3,3,3,3,NA,1,4,4,4,4,NA +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",181,69,7,30.1666666666667,26.7986318058715,540,666,1,2,2,2,2,NA,2,4,2,2,2,0 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",172,63,3,15.6363636363636,18.0846494424013,360,719,3,7,3,2,2.33333333333333,0.577350269189626,2,4,2,2,2,0 +"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",196,72,6,28,27.6164202362773,538,708,1,3,3,3,3,NA,1,4,4,4,4,NA +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",181,69,7,30.1666666666667,26.7986318058715,540,666,1,2,2,2,2,NA,2,4,2,2,2,0 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,358,1045,10,33,7,2,3.3,1.88856206322871,10,26,4,2,2.6,0.699205898780101 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",960,72,2,22.8571428571429,22.0537828496404,538,891,8,20,4,2,2.5,0.755928946018454,8,22,4,2,2.75,0.707106781186548 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",433,69,4,21.65,22.0603836393611,19,891,4,11,4,2,2.75,0.957427107756338,4,9,3,2,2.25,0.5 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",126,62,6,25.2,26.5273443827308,78,891,1,3,3,3,3,NA,1,2,2,2,2,NA +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",251,63,1,11.4090909090909,13.9784156432732,358,1081,4,16,6,2,4,1.63299316185545,3,6,2,2,2,0 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",778,72,1,17.6818181818182,19.5730863239614,358,1203,7,25,7,2,3.57142857142857,2.14919697074224,7,19,4,2,2.71428571428571,0.755928946018454 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,358,1045,10,33,7,2,3.3,1.88856206322871,10,26,4,2,2.6,0.699205898780101 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",960,72,2,22.8571428571429,22.0537828496404,538,891,8,20,4,2,2.5,0.755928946018454,8,22,4,2,2.75,0.707106781186548 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",433,69,4,21.65,22.0603836393611,19,891,4,11,4,2,2.75,0.957427107756338,4,9,3,2,2.25,0.5 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",126,62,6,25.2,26.5273443827308,78,891,1,3,3,3,3,NA,1,2,2,2,2,NA +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,358,1045,10,33,7,2,3.3,1.88856206322871,10,26,4,2,2.6,0.699205898780101 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",1085,72,1,18.3898305084746,19.8737540916384,358,1045,10,33,7,2,3.3,1.88856206322871,10,26,4,2,2.6,0.699205898780101 diff --git a/tests/data/processed/features/stz_periodic/ios/fitbit_steps_intraday.csv b/tests/data/processed/features/stz_periodic/ios/fitbit_steps_intraday.csv index edf4b89d..33337dbf 100644 --- a/tests/data/processed/features/stz_periodic/ios/fitbit_steps_intraday.csv +++ b/tests/data/processed/features/stz_periodic/ios/fitbit_steps_intraday.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodeactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_steps_intraday_rapids_laststeptime","fitbit_steps_intraday_rapids_maxsteps","fitbit_steps_intraday_rapids_stdsteps","fitbit_steps_intraday_rapids_minsteps","fitbit_steps_intraday_rapids_avgsteps","fitbit_steps_intraday_rapids_sumsteps","fitbit_steps_intraday_rapids_firststeptime","fitbit_steps_intraday_rapids_sumdurationsedentarybout","fitbit_steps_intraday_rapids_countepisodesedentarybout","fitbit_steps_intraday_rapids_avgdurationsedentarybout","fitbit_steps_intraday_rapids_mindurationsedentarybout","fitbit_steps_intraday_rapids_maxdurationsedentarybout","fitbit_steps_intraday_rapids_stddurationsedentarybout","fitbit_steps_intraday_rapids_mindurationactivebout","fitbit_steps_intraday_rapids_sumdurationactivebout","fitbit_steps_intraday_rapids_avgdurationactivebout","fitbit_steps_intraday_rapids_stddurationactivebout","fitbit_steps_intraday_rapids_maxdurationactivebout","fitbit_steps_intraday_rapids_countepisodeactivebout" diff --git a/tests/settings/mtz_event_config.yaml b/tests/settings/mtz_event_config.yaml index f01e9527..276f4575 100644 --- a/tests/settings/mtz_event_config.yaml +++ b/tests/settings/mtz_event_config.yaml @@ -452,9 +452,10 @@ FITBIT_STEPS_INTRADAY: RAPIDS: COMPUTE: True FEATURES: - STEPS: ["sum", "max", "min", "avg", "std"] + STEPS: ["sum", "max", "min", "avg", "std", "firststeptime", "laststeptime"] SEDENTARY_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] ACTIVE_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] + REFERENCE_HOUR: 0 THRESHOLD_ACTIVE_BOUT: 10 # steps INCLUDE_ZERO_STEP_ROWS: False SRC_SCRIPT: src/features/fitbit_steps_intraday/rapids/main.py diff --git a/tests/settings/mtz_frequency_config.yaml b/tests/settings/mtz_frequency_config.yaml index 2f590bb9..59cfe34c 100644 --- a/tests/settings/mtz_frequency_config.yaml +++ b/tests/settings/mtz_frequency_config.yaml @@ -453,9 +453,10 @@ FITBIT_STEPS_INTRADAY: RAPIDS: COMPUTE: True FEATURES: - STEPS: ["sum", "max", "min", "avg", "std"] + STEPS: ["sum", "max", "min", "avg", "std", "firststeptime", "laststeptime"] SEDENTARY_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] ACTIVE_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] + REFERENCE_HOUR: 0 THRESHOLD_ACTIVE_BOUT: 10 # steps INCLUDE_ZERO_STEP_ROWS: False SRC_SCRIPT: src/features/fitbit_steps_intraday/rapids/main.py diff --git a/tests/settings/mtz_periodic_config.yaml b/tests/settings/mtz_periodic_config.yaml index 50124537..c41d9367 100644 --- a/tests/settings/mtz_periodic_config.yaml +++ b/tests/settings/mtz_periodic_config.yaml @@ -452,9 +452,10 @@ FITBIT_STEPS_INTRADAY: RAPIDS: COMPUTE: True FEATURES: - STEPS: ["sum", "max", "min", "avg", "std"] + STEPS: ["sum", "max", "min", "avg", "std", "firststeptime", "laststeptime"] SEDENTARY_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] ACTIVE_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] + REFERENCE_HOUR: 0 THRESHOLD_ACTIVE_BOUT: 10 # steps INCLUDE_ZERO_STEP_ROWS: False SRC_SCRIPT: src/features/fitbit_steps_intraday/rapids/main.py diff --git a/tests/settings/stz_event_config.yaml b/tests/settings/stz_event_config.yaml index d7a4e90c..5d9e11e5 100644 --- a/tests/settings/stz_event_config.yaml +++ b/tests/settings/stz_event_config.yaml @@ -452,9 +452,10 @@ FITBIT_STEPS_INTRADAY: RAPIDS: COMPUTE: True FEATURES: - STEPS: ["sum", "max", "min", "avg", "std"] + STEPS: ["sum", "max", "min", "avg", "std", "firststeptime", "laststeptime"] SEDENTARY_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] ACTIVE_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] + REFERENCE_HOUR: 0 THRESHOLD_ACTIVE_BOUT: 10 # steps INCLUDE_ZERO_STEP_ROWS: False SRC_SCRIPT: src/features/fitbit_steps_intraday/rapids/main.py diff --git a/tests/settings/stz_frequency_config.yaml b/tests/settings/stz_frequency_config.yaml index 188c3691..8fecb5a7 100644 --- a/tests/settings/stz_frequency_config.yaml +++ b/tests/settings/stz_frequency_config.yaml @@ -453,9 +453,10 @@ FITBIT_STEPS_INTRADAY: RAPIDS: COMPUTE: True FEATURES: - STEPS: ["sum", "max", "min", "avg", "std"] + STEPS: ["sum", "max", "min", "avg", "std", "firststeptime", "laststeptime"] SEDENTARY_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] ACTIVE_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] + REFERENCE_HOUR: 0 THRESHOLD_ACTIVE_BOUT: 10 # steps INCLUDE_ZERO_STEP_ROWS: False SRC_SCRIPT: src/features/fitbit_steps_intraday/rapids/main.py diff --git a/tests/settings/stz_periodic_config.yaml b/tests/settings/stz_periodic_config.yaml index c6a962cd..dc8fb191 100644 --- a/tests/settings/stz_periodic_config.yaml +++ b/tests/settings/stz_periodic_config.yaml @@ -452,9 +452,10 @@ FITBIT_STEPS_INTRADAY: RAPIDS: COMPUTE: True FEATURES: - STEPS: ["sum", "max", "min", "avg", "std"] + STEPS: ["sum", "max", "min", "avg", "std", "firststeptime", "laststeptime"] SEDENTARY_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] ACTIVE_BOUT: ["countepisode", "sumduration", "maxduration", "minduration", "avgduration", "stdduration"] + REFERENCE_HOUR: 0 THRESHOLD_ACTIVE_BOUT: 10 # steps INCLUDE_ZERO_STEP_ROWS: False SRC_SCRIPT: src/features/fitbit_steps_intraday/rapids/main.py diff --git a/tools/config.schema.yaml b/tools/config.schema.yaml index defcab89..61fd0b68 100644 --- a/tools/config.schema.yaml +++ b/tools/config.schema.yaml @@ -1142,7 +1142,7 @@ properties: uniqueItems: True items: type: string - enum: ["sum", "max", "min", "avg", "std"] + enum: ["sum", "max", "min", "avg", "std", "firststeptime", "laststeptime"] SEDENTARY_BOUT: type: array uniqueItems: True From 296960f425f0b02dc11f683d7f9199b772c435e0 Mon Sep 17 00:00:00 2001 From: Meng Li <34143965+Meng6@users.noreply.github.com> Date: Thu, 18 Nov 2021 18:42:19 -0500 Subject: [PATCH 4/6] Fix the bug of location doryab features when a participant is moving during the whole time segment --- src/features/phone_locations/doryab/main.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/src/features/phone_locations/doryab/main.py b/src/features/phone_locations/doryab/main.py index 6439c25f..19a7b8d5 100644 --- a/src/features/phone_locations/doryab/main.py +++ b/src/features/phone_locations/doryab/main.py @@ -180,8 +180,11 @@ def doryab_features(sensor_data_files, time_segment, provider, filter_data_by_se location_features = location_features.merge(location_entropy(stationary_data_without_outliers), how="outer", left_index=True, right_index=True) # time at home - stationary_data["time_at_home"] = stationary_data.apply(lambda row: row["duration"] if row["distance_from_home"] <= radius_from_home else 0, axis=1) - location_features["timeathome"] = stationary_data[["local_segment", "time_at_home"]].groupby(["local_segment"])["time_at_home"].sum() + if stationary_data.empty: + location_features["timeathome"] = 0 + else: + stationary_data["time_at_home"] = stationary_data.apply(lambda row: row["duration"] if row["distance_from_home"] <= radius_from_home else 0, axis=1) + location_features["timeathome"] = stationary_data[["local_segment", "time_at_home"]].groupby(["local_segment"])["time_at_home"].sum() # home label location_features["homelabel"] = stationary_data[["local_segment", "home_label"]].groupby(["local_segment"]).agg(lambda x: pd.Series.mode(x)[0]) From 5bad3eb8b50fee5dc6c06c4cbf7e13e0af651836 Mon Sep 17 00:00:00 2001 From: Meng Li <34143965+Meng6@users.noreply.github.com> Date: Fri, 19 Nov 2021 10:34:36 -0500 Subject: [PATCH 5/6] Data cleaning (#166) * Refactor data cleaning module: move it from example workflow to main directory * Replace NAs with 0 in selected event-based features * Add one step to drop highly correlated features Co-authored-by: Weiyu --- Snakefile | 7 + config.yaml | 40 ++++ .../complete-workflow-example.md} | 8 +- docs/analysis/data-cleaning.md | 92 ++++++++ .../minimal.md | 0 docs/change-log.md | 1 + docs/features/phone-keyboard.md | 6 + docs/index.md | 4 +- docs/setup/overview.md | 4 +- example_profile/Snakefile | 10 +- example_profile/example_config.yaml | 46 +++- mkdocs.yml | 7 +- renv.lock | 14 ++ rules/features.smk | 59 +++-- rules/models.smk | 30 +-- .../all_cleaning_individual/rapids/main.R | 87 +++++++ .../all_cleaning_overall/rapids/main.R | 87 +++++++ src/features/entry.R | 12 +- src/features/entry.py | 13 +- .../phone_activity_recognition/rapids/main.py | 5 +- .../rapids/main.py | 31 +-- src/features/phone_calls/rapids/main.R | 2 +- .../phone_conversation/rapids/main.py | 2 +- src/features/phone_keyboard/rapids/main.py | 1 + src/features/phone_screen/rapids/main.py | 1 + src/features/utils/utils.R | 12 +- src/features/utils/utils.py | 10 + .../workflow_example/clean_sensor_features.R | 29 --- .../android/phone_applications_foreground.csv | 6 +- .../mtz_event/android/phone_keyboard.csv | 4 +- .../ios/phone_applications_foreground.csv | 2 +- .../features/mtz_event/ios/phone_keyboard.csv | 2 +- .../android/phone_activity_recognition.csv | 28 +-- .../android/phone_applications_foreground.csv | 130 +++++------ .../mtz_frequency/android/phone_calls.csv | 220 +++++++++--------- .../android/phone_conversation.csv | 110 ++++----- .../mtz_frequency/android/phone_keyboard.csv | 30 +-- .../mtz_frequency/android/phone_screen.csv | 52 +---- .../ios/phone_activity_recognition.csv | 28 +-- .../ios/phone_applications_foreground.csv | 2 +- .../mtz_frequency/ios/phone_calls.csv | 204 ++++++++-------- .../mtz_frequency/ios/phone_conversation.csv | 2 +- .../mtz_frequency/ios/phone_keyboard.csv | 2 +- .../mtz_frequency/ios/phone_screen.csv | 68 ++---- .../android/phone_activity_recognition.csv | 12 +- .../android/phone_applications_foreground.csv | 46 ++-- .../mtz_periodic/android/phone_calls.csv | 4 +- .../mtz_periodic/android/phone_keyboard.csv | 48 ++-- .../ios/phone_activity_recognition.csv | 12 +- .../ios/phone_applications_foreground.csv | 2 +- .../features/mtz_periodic/ios/phone_calls.csv | 4 +- .../mtz_periodic/ios/phone_keyboard.csv | 2 +- .../android/phone_applications_foreground.csv | 6 +- .../stz_event/android/phone_keyboard.csv | 4 +- .../ios/phone_applications_foreground.csv | 2 +- .../features/stz_event/ios/phone_keyboard.csv | 2 +- .../android/phone_activity_recognition.csv | 52 ++--- .../android/phone_applications_foreground.csv | 130 +++++------ .../stz_frequency/android/phone_calls.csv | 220 +++++++++--------- .../android/phone_conversation.csv | 48 ++-- .../stz_frequency/android/phone_keyboard.csv | 30 +-- .../stz_frequency/android/phone_screen.csv | 52 +---- .../ios/phone_activity_recognition.csv | 52 ++--- .../ios/phone_applications_foreground.csv | 2 +- .../stz_frequency/ios/phone_calls.csv | 204 ++++++++-------- .../stz_frequency/ios/phone_conversation.csv | 2 +- .../stz_frequency/ios/phone_keyboard.csv | 2 +- .../stz_frequency/ios/phone_screen.csv | 68 ++---- .../android/phone_activity_recognition.csv | 8 +- .../android/phone_applications_foreground.csv | 46 ++-- .../stz_periodic/android/phone_calls.csv | 26 +-- .../stz_periodic/android/phone_keyboard.csv | 44 ++-- .../ios/phone_activity_recognition.csv | 8 +- .../ios/phone_applications_foreground.csv | 2 +- .../features/stz_periodic/ios/phone_calls.csv | 4 +- .../stz_periodic/ios/phone_keyboard.csv | 2 +- tools/config.schema.yaml | 214 +++++++++++++---- 77 files changed, 1607 insertions(+), 1263 deletions(-) rename docs/{workflow-examples/analysis.md => analysis/complete-workflow-example.md} (94%) create mode 100644 docs/analysis/data-cleaning.md rename docs/{workflow-examples => analysis}/minimal.md (100%) create mode 100644 src/features/all_cleaning_individual/rapids/main.R create mode 100644 src/features/all_cleaning_overall/rapids/main.R delete mode 100644 src/models/workflow_example/clean_sensor_features.R diff --git a/Snakefile b/Snakefile index c4da56a7..7dc5ad3a 100644 --- a/Snakefile +++ b/Snakefile @@ -394,6 +394,13 @@ if config["HEATMAP_PHONE_DATA_YIELD_PER_PARTICIPANT_PER_TIME_SEGMENT"]["PLOT"]: if config["HEATMAP_FEATURE_CORRELATION_MATRIX"]["PLOT"]: files_to_compute.append("reports/data_exploration/heatmap_feature_correlation_matrix.html") +# Data Cleaning +for provider in config["ALL_CLEANING_INDIVIDUAL"]["PROVIDERS"].keys(): + if config["ALL_CLEANING_INDIVIDUAL"]["PROVIDERS"][provider]["COMPUTE"]: + files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features_cleaned_" + provider.lower() +".csv", pid=config["PIDS"])) +for provider in config["ALL_CLEANING_OVERALL"]["PROVIDERS"].keys(): + if config["ALL_CLEANING_OVERALL"]["PROVIDERS"][provider]["COMPUTE"]: + files_to_compute.extend(expand("data/processed/features/all_participants/all_sensor_features_cleaned_" + provider.lower() +".csv")) rule all: input: diff --git a/config.yaml b/config.yaml index e06b64be..cf0cc65b 100644 --- a/config.yaml +++ b/config.yaml @@ -565,3 +565,43 @@ HEATMAP_FEATURE_CORRELATION_MATRIX: CORR_THRESHOLD: 0.1 CORR_METHOD: "pearson" # choose from {"pearson", "kendall", "spearman"} + +######################################################################################################################## +# Data Cleaning # +######################################################################################################################## + +ALL_CLEANING_INDIVIDUAL: + PROVIDERS: + RAPIDS: + COMPUTE: False + IMPUTE_SELECTED_EVENT_FEATURES: + COMPUTE: True + MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 + COLS_NAN_THRESHOLD: 0.3 # set to 1 to disable + COLS_VAR_THRESHOLD: True + ROWS_NAN_THRESHOLD: 0.3 # set to 1 to disable + DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES + DATA_YIELD_RATIO_THRESHOLD: 0.5 # set to 0 to disable + DROP_HIGHLY_CORRELATED_FEATURES: + COMPUTE: True + MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 + CORR_THRESHOLD: 0.95 + SRC_SCRIPT: src/features/all_cleaning_individual/rapids/main.R + +ALL_CLEANING_OVERALL: + PROVIDERS: + RAPIDS: + COMPUTE: False + IMPUTE_SELECTED_EVENT_FEATURES: + COMPUTE: True + MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 + COLS_NAN_THRESHOLD: 0.3 # set to 1 to disable + COLS_VAR_THRESHOLD: True + ROWS_NAN_THRESHOLD: 0.3 # set to 1 to disable + DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES + DATA_YIELD_RATIO_THRESHOLD: 0.5 # set to 0 to disable + DROP_HIGHLY_CORRELATED_FEATURES: + COMPUTE: True + MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 + CORR_THRESHOLD: 0.95 + SRC_SCRIPT: src/features/all_cleaning_overall/rapids/main.R diff --git a/docs/workflow-examples/analysis.md b/docs/analysis/complete-workflow-example.md similarity index 94% rename from docs/workflow-examples/analysis.md rename to docs/analysis/complete-workflow-example.md index 053c1825..885c9f20 100644 --- a/docs/workflow-examples/analysis.md +++ b/docs/analysis/complete-workflow-example.md @@ -1,8 +1,8 @@ # Analysis Workflow Example !!! info "TL;DR" - - In addition to using RAPIDS to extract behavioral features and create plots, you can structure your data analysis within RAPIDS (i.e. cleaning your features and creating ML/statistical models) - - We include an analysis example in RAPIDS that covers raw data processing, cleaning, feature extraction, machine learning modeling, and evaluation + - In addition to using RAPIDS to extract behavioral features, create plots, and clean sensor features, you can structure your data analysis within RAPIDS (i.e. creating ML/statistical models and evaluating your models) + - We include an analysis example in RAPIDS that covers raw data processing, feature extraction, cleaning, machine learning modeling, and evaluation - Use this example as a guide to structure your own analysis within RAPIDS - RAPIDS analysis workflows are compatible with your favorite data science tools and libraries - RAPIDS analysis workflows are reproducible and we encourage you to publish them along with your research papers @@ -69,12 +69,12 @@ Note you will see a lot of warning messages, you can ignore them since they happ ??? info "6. Feature cleaning." In this stage we perform four steps to clean our sensor feature file. First, we discard days with a data yield hour ratio less than or equal to 0.75, i.e. we include days with at least 18 hours of data. Second, we drop columns (features) with more than 30% of missing rows. Third, we drop columns with zero variance. Fourth, we drop rows (days) with more than 30% of missing columns (features). In this cleaning stage several parameters are created and exposed in `example_profile/example_config.yaml`. - After this step, we kept 163 features over 11 days for the individual model of p01, 101 features over 12 days for the individual model of p02 and 109 features over 20 days for the population model. Note that the difference in the number of features between p01 and p02 is mostly due to iOS restrictions that stops researchers from collecting the same number of sensors than in Android phones. + After this step, we kept 173 features over 11 days for the individual model of p01, 101 features over 12 days for the individual model of p02 and 117 features over 22 days for the population model. Note that the difference in the number of features between p01 and p02 is mostly due to iOS restrictions that stops researchers from collecting the same number of sensors than in Android phones. Feature cleaning for the individual models is done in the `clean_sensor_features_for_individual_participants` rule and for the population model in the `clean_sensor_features_for_all_participants` rule in `rules/models.smk`. ??? info "7. Merge features and targets." - In this step we merge the cleaned features and target labels for our individual models in the `merge_features_and_targets_for_individual_model` rule in `rules/models.smk`. Additionally, we merge the cleaned features, target labels, and demographic features of our two participants for the population model in the `merge_features_and_targets_for_population_model` rule in `rules/models.smk`. These two merged files are the input for our individual and population models. + In this step we merge the cleaned features and target labels for our individual models in the `merge_features_and_targets_for_individual_model` rule in `rules/features.smk`. Additionally, we merge the cleaned features, target labels, and demographic features of our two participants for the population model in the `merge_features_and_targets_for_population_model` rule in `rules/features.smk`. These two merged files are the input for our individual and population models. ??? info "8. Modelling." This stage has three phases: model building, training and evaluation. diff --git a/docs/analysis/data-cleaning.md b/docs/analysis/data-cleaning.md new file mode 100644 index 00000000..dede1e9e --- /dev/null +++ b/docs/analysis/data-cleaning.md @@ -0,0 +1,92 @@ +Data Cleaning +============= + +The goal of this module is to perform basic clean tasks on the behavioral features that RAPIDS computes. You might need to do further processing depending on your analysis objectives. This module can clean features at the individual level and at the study level. If you are interested in creating individual models (using each participant's features independently of the others) use [`ALL_CLEANING_INDIVIDUAL`]. If you are interested in creating population models (using everyone's data in the same model) use [`ALL_CLEANING_OVERALL`] + +## Clean sensor features for individual participants + +!!! info "File Sequence" + ```bash + - data/processed/features/{pid}/all_sensor_features.csv + - data/processed/features/{pid}/all_sensor_features_cleaned_{provider_key}.csv + ``` + +### RAPIDS provider + +Parameters description for `[ALL_CLEANING_INDIVIDUAL][PROVIDERS][RAPIDS]`: + +|Key                              | Description | +|----------------|----------------------------------------------------------------------------------------------------------------------------------- +|`[COMPUTE]` | Set to `True` to execute the cleaning tasks described below. You can use the parameters of each task to tweak them or deactivate them| +|`[IMPUTE_SELECTED_EVENT_FEATURES]` | Fill NAs with 0 only for event-based features, see table below +|`[COLS_NAN_THRESHOLD]` | Discard columns with missing value ratios higher than `[COLS_NAN_THRESHOLD]`. Set to 1 to disable +|`[COLS_VAR_THRESHOLD]` | Set to `True` to discard columns with zero variance +|`[ROWS_NAN_THRESHOLD]` | Discard rows with missing value ratios higher than `[ROWS_NAN_THRESHOLD]`. Set to 1 to disable +|`[DATA_YIELD_FEATURE]` | `RATIO_VALID_YIELDED_HOURS` or `RATIO_VALID_YIELDED_MINUTES` +|`[DATA_YIELD_RATIO_THRESHOLD]` | Discard rows with `ratiovalidyieldedhours` or `ratiovalidyieldedminutes` feature less than `[DATA_YIELD_RATIO_THRESHOLD]`. The feature name is determined by `[DATA_YIELD_FEATURE]` parameter. Set to 0 to disable +|`DROP_HIGHLY_CORRELATED_FEATURES` | Discard highly correlated features, see table below + +Parameters description for `[ALL_CLEANING_INDIVIDUAL][PROVIDERS][RAPIDS][IMPUTE_SELECTED_EVENT_FEATURES]`: + +|Parameters | Description | +|-------------------------------------- |----------------------------------------------------------------| +|`[COMPUTE]` | Set to `True` to fill NAs with 0 for phone event-based features +|`[MIN_DATA_YIELDED_MINUTES_TO_IMPUTE]` | Any feature value in a time segment instance with phone data yield > `[MIN_DATA_YIELDED_MINUTES_TO_IMPUTE]` will be replaced with a zero. See below for an explanation. | + +Parameters description for `[ALL_CLEANING_INDIVIDUAL][PROVIDERS][RAPIDS][DROP_HIGHLY_CORRELATED_FEATURES]`: + +|Parameters | Description | +|-------------------------------------- |----------------------------------------------------------------| +|`[COMPUTE]` | Set to `True` to drop highly correlated features +|`[MIN_OVERLAP_FOR_CORR_THRESHOLD]` | Minimum ratio of observations required per pair of columns (features) to be considered as a valid correlation. +|`[CORR_THRESHOLD]` | The absolute values of pair-wise correlations are calculated. If two variables have a valid correlation higher than `[CORR_THRESHOLD]`, we looks at the mean absolute correlation of each variable and removes the variable with the largest mean absolute correlation. + +Steps to clean sensor features for individual participants. It only considers the **phone sensors** currently. + +??? info "1. Fill NA with 0 for the selected event features." + Some event features should be zero instead of NA. In this step, we fill those missing features with 0 when the `phone_data_yield_rapids_ratiovalidyieldedminutes` column is higher than the `[IMPUTE_SELECTED_EVENT_FEATURES][MIN_DATA_YIELDED_MINUTES_TO_IMPUTE]` parameter. Plugins such as Activity Recognition sensor are not considered. You can skip this step by setting `[IMPUTE_SELECTED_EVENT_FEATURES][COMPUTE]` to `False`. + + Take phone calls sensor as an example. If there are no calls records during a time segment for a participant, then (1) the calls sensor was not working during that time segment; or (2) the calls sensor was working and the participant did not have any calls during that time segment. To differentiate these two situations, we assume the selected sensors are working when `phone_data_yield_rapids_ratiovalidyieldedminutes > [MIN_DATA_YIELDED_MINUTES_TO_IMPUTE]`. + + The following phone event-based features are considered currently: + + - Application foreground: countevent, countepisode, minduration, maxduration, meanduration, sumduration. + - Battery: all features. + - Calls: count, distinctcontacts, sumduration, minduration, maxduration, meanduration, modeduration. + - Keyboard: sessioncount, averagesessionlength, changeintextlengthlessthanminusone, changeintextlengthequaltominusone, changeintextlengthequaltoone, changeintextlengthmorethanone, maxtextlength, totalkeyboardtouches. + - Messages: count, distinctcontacts. + - Screen: sumduration, maxduration, minduration, avgduration, countepisode. + - WiFi: all connected and visible features. + +??? info "2. Discard unreliable rows." + Extracted features might be not reliable if the sensor only works for a short period during a time segment. In this step, we discard rows when the `phone_data_yield_rapids_ratiovalidyieldedminutes` column or the `phone_data_yield_rapids_ratiovalidyieldedhours` column is less than the `[DATA_YIELD_RATIO_THRESHOLD]` parameter. We recommend using `phone_data_yield_rapids_ratiovalidyieldedminutes` column (set `[DATA_YIELD_FEATURE]` to `RATIO_VALID_YIELDED_MINUTES`) on time segments that are shorter than two or three hours and `phone_data_yield_rapids_ratiovalidyieldedhours` (set `[DATA_YIELD_FEATURE]` to `RATIO_VALID_YIELDED_HOURS`) for longer segments. We do not recommend you to skip this step, but you can do it by setting `[DATA_YIELD_RATIO_THRESHOLD]` to 0. + +??? info "3. Discard columns (features) with too many missing values." + In this step, we discard columns with missing value ratios higher than `[COLS_NAN_THRESHOLD]`. We do not recommend you to skip this step, but you can do it by setting `[COLS_NAN_THRESHOLD]` to 1. + +??? info "4. Discard columns (features) with zero variance." + In this step, we discard columns with zero variance. We do not recommend you to skip this step, but you can do it by setting `[COLS_VAR_THRESHOLD]` to `False`. + +??? info "5. Drop highly correlated features." + As highly correlated features might not bring additional information and will increase the complexity of a model, we drop them in this step. The absolute values of pair-wise correlations are calculated. Each correlation vector between two variables is regarded as valid only if the ratio of valid value pairs (i.e. non NA pairs) is greater than or equal to `[DROP_HIGHLY_CORRELATED_FEATURES][MIN_OVERLAP_FOR_CORR_THRESHOLD]`. If two variables have a correlation coefficient higher than `[DROP_HIGHLY_CORRELATED_FEATURES][CORR_THRESHOLD]`, we look at the mean absolute correlation of each variable and remove the variable with the largest mean absolute correlation. This step can be skipped by setting `[DROP_HIGHLY_CORRELATED_FEATURES][COMPUTE]` to False. + +??? info "6. Discard rows with too many missing values." + In this step, we discard rows with missing value ratios higher than `[ROWS_NAN_THRESHOLD]`. We do not recommend you to skip this step, but you can do it by setting `[ROWS_NAN_THRESHOLD]` to 1. In other words, we are discarding time segments (e.g. days) that did not have enough data to be considered reliable. This step is similar to step 2 except the ratio is computed based on NA values instead of a phone data yield threshold. + + + + +## Clean sensor features for all participants + +!!! info "File Sequence" + ```bash + - data/processed/features/all_participants/all_sensor_features.csv + - data/processed/features/all_participants/all_sensor_features_cleaned_{provider_key}.csv + ``` + + +### RAPIDS provider + +Parameters description and the steps are the same as the above [RAPIDS provider](#rapids-provider) section for individual participants. + + diff --git a/docs/workflow-examples/minimal.md b/docs/analysis/minimal.md similarity index 100% rename from docs/workflow-examples/minimal.md rename to docs/analysis/minimal.md diff --git a/docs/change-log.md b/docs/change-log.md index a2dc4f27..a01cd221 100644 --- a/docs/change-log.md +++ b/docs/change-log.md @@ -3,6 +3,7 @@ - Add firststeptime and laststeptime features to FITBIT_STEPS_INTRADAY RAPIDS provider - Update tests for Fitbit steps intraday features - Add tests for phone battery features +- Add a data cleaning module to replace NAs with 0 in selected event-based features, discard unreliable rows and columns, discard columns with zero variance, and discard highly correlated columns ## v1.6.0 - Refactor PHONE_CALLS RAPIDS provider to compute features based on call episodes or events - Refactor PHONE_LOCATIONS DORYAB provider to compute features based on location episodes diff --git a/docs/features/phone-keyboard.md b/docs/features/phone-keyboard.md index 905873ff..e5344d41 100644 --- a/docs/features/phone-keyboard.md +++ b/docs/features/phone-keyboard.md @@ -6,6 +6,12 @@ Sensor parameters description for `[PHONE_KEYBOARD]`: |----------------|----------------------------------------------------------------------------------------------------------------------------------- |`[CONTAINER]`| Data stream [container](../../datastreams/data-streams-introduction/) (database table, CSV file, etc.) where the keyboard data is stored +## RAPIDS provider + +!!! info "Available time segments and platforms" + - Available for all time segments + - Available for Android only + !!! info "File Sequence" ```bash - data/raw/{pid}/phone_keyboard_raw.csv diff --git a/docs/index.md b/docs/index.md index 2989fe81..ae201807 100644 --- a/docs/index.md +++ b/docs/index.md @@ -1,12 +1,12 @@ # Welcome to RAPIDS documentation -Reproducible Analysis Pipeline for Data Streams (RAPIDS) allows you to process smartphone and wearable data to [extract](features/feature-introduction.md) and [create](features/add-new-features.md) **behavioral features** (a.k.a. digital biomarkers), [visualize](visualizations/data-quality-visualizations.md) mobile sensor data, and [structure](workflow-examples/analysis.md) your analysis into reproducible workflows. +Reproducible Analysis Pipeline for Data Streams (RAPIDS) allows you to process smartphone and wearable data to [extract](features/feature-introduction.md) and [create](features/add-new-features.md) **behavioral features** (a.k.a. digital biomarkers), [visualize](visualizations/data-quality-visualizations.md) mobile sensor data, and [structure](analysis/complete-workflow-example.md) your analysis into reproducible workflows. RAPIDS is open source, documented, multi-platform, modular, tested, and reproducible. At the moment, we support [data streams](datastreams/data-streams-introduction) logged by smartphones, Fitbit wearables, and Empatica wearables (the latter in collaboration with the [DBDP](https://dbdp.org/)). !!! tip "Where do I start?" - :material-power-standby: New to RAPIDS? Check our [Overview + FAQ](setup/overview/) and [minimal example](workflow-examples/minimal) + :material-power-standby: New to RAPIDS? Check our [Overview + FAQ](setup/overview/) and [minimal example](analysis/minimal) :material-play-speed: [Install](setup/installation), [configure](setup/configuration), and [execute](setup/execution) RAPIDS to [extract](features/feature-introduction.md) and [plot](visualizations/data-quality-visualizations.md) behavioral features diff --git a/docs/setup/overview.md b/docs/setup/overview.md index 72e732e4..eb6da504 100644 --- a/docs/setup/overview.md +++ b/docs/setup/overview.md @@ -23,10 +23,10 @@ Let's review some key concepts we use throughout these docs: - [Add your own behavioral features](../../features/add-new-features/) (we can include them in RAPIDS if you want to share them with the community) - [Add support for new data streams](../../datastreams/add-new-data-streams/) if yours cannot be processed by RAPIDS yet - Create visualizations for [data quality control](../../visualizations/data-quality-visualizations/) and [feature inspection](../../visualizations/feature-visualizations/) - - [Extending RAPIDS to organize your analysis](../../workflow-examples/analysis/) and publish a code repository along with your code + - [Extending RAPIDS to organize your analysis](../../analysis/complete-workflow-example/) and publish a code repository along with your code !!! hint - - We recommend you follow the [Minimal Example](../../workflow-examples/minimal/) tutorial to get familiar with RAPIDS + - We recommend you follow the [Minimal Example](../../analysis/minimal/) tutorial to get familiar with RAPIDS - In order to follow any of the previous tutorials, you will have to [Install](../installation/), [Configure](../configuration/), and learn how to [Execute](../execution/) RAPIDS. diff --git a/example_profile/Snakefile b/example_profile/Snakefile index 4406d97e..e8723de4 100644 --- a/example_profile/Snakefile +++ b/example_profile/Snakefile @@ -384,6 +384,14 @@ if config["HEATMAP_PHONE_DATA_YIELD_PER_PARTICIPANT_PER_TIME_SEGMENT"]["PLOT"]: if config["HEATMAP_FEATURE_CORRELATION_MATRIX"]["PLOT"]: files_to_compute.append("reports/data_exploration/heatmap_feature_correlation_matrix.html") +# Data Cleaning +for provider in config["ALL_CLEANING_INDIVIDUAL"]["PROVIDERS"].keys(): + if config["ALL_CLEANING_INDIVIDUAL"]["PROVIDERS"][provider]["COMPUTE"]: + files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features_cleaned_" + provider.lower() +".csv", pid=config["PIDS"])) +for provider in config["ALL_CLEANING_OVERALL"]["PROVIDERS"].keys(): + if config["ALL_CLEANING_OVERALL"]["PROVIDERS"][provider]["COMPUTE"]: + files_to_compute.extend(expand("data/processed/features/all_participants/all_sensor_features_cleaned_" + provider.lower() +".csv")) + # Analysis Workflow Example models, scalers = [], [] for model_name in config["PARAMS_FOR_ANALYSIS"]["MODEL_NAMES"]: @@ -401,7 +409,6 @@ files_to_compute.extend(expand("data/raw/{pid}/participant_target_with_datetime. files_to_compute.extend(expand("data/processed/targets/{pid}/parsed_targets.csv", pid=config["PIDS"])) # Individual model -files_to_compute.extend(expand("data/processed/features/{pid}/all_sensor_features_cleaned.csv", pid=config["PIDS"])) files_to_compute.extend(expand("data/processed/models/individual_model/{pid}/input.csv", pid=config["PIDS"])) files_to_compute.extend(expand("data/processed/models/individual_model/{pid}/output_{cv_method}/baselines.csv", pid=config["PIDS"], cv_method=config["PARAMS_FOR_ANALYSIS"]["CV_METHODS"])) files_to_compute.extend(expand( @@ -414,7 +421,6 @@ files_to_compute.extend(expand( scaler=scalers)) # Population model -files_to_compute.append("data/processed/features/all_participants/all_sensor_features_cleaned.csv") files_to_compute.append("data/processed/models/population_model/input.csv") files_to_compute.extend(expand("data/processed/models/population_model/output_{cv_method}/baselines.csv", cv_method=config["PARAMS_FOR_ANALYSIS"]["CV_METHODS"])) files_to_compute.extend(expand( diff --git a/example_profile/example_config.yaml b/example_profile/example_config.yaml index f21a137c..66a2fd56 100644 --- a/example_profile/example_config.yaml +++ b/example_profile/example_config.yaml @@ -534,6 +534,46 @@ HEATMAP_FEATURE_CORRELATION_MATRIX: CORR_METHOD: "pearson" # choose from {"pearson", "kendall", "spearman"} +######################################################################################################################## +# Data Cleaning # +######################################################################################################################## + +ALL_CLEANING_INDIVIDUAL: + PROVIDERS: + RAPIDS: + COMPUTE: True + IMPUTE_SELECTED_EVENT_FEATURES: + COMPUTE: False + MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 + COLS_NAN_THRESHOLD: 0.3 # set to 1 to disable + COLS_VAR_THRESHOLD: True + ROWS_NAN_THRESHOLD: 0.3 # set to 1 to disable + DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES + DATA_YIELD_RATIO_THRESHOLD: 0.75 # set to 0 to disable + DROP_HIGHLY_CORRELATED_FEATURES: + COMPUTE: False + MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 + CORR_THRESHOLD: 0.95 + SRC_SCRIPT: src/features/all_cleaning_individual/rapids/main.R + +ALL_CLEANING_OVERALL: + PROVIDERS: + RAPIDS: + COMPUTE: True + IMPUTE_SELECTED_EVENT_FEATURES: + COMPUTE: False + MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: 0.33 + COLS_NAN_THRESHOLD: 0.3 # set to 1 to disable + COLS_VAR_THRESHOLD: True + ROWS_NAN_THRESHOLD: 0.3 # set to 1 to disable + DATA_YIELD_FEATURE: RATIO_VALID_YIELDED_HOURS # RATIO_VALID_YIELDED_HOURS or RATIO_VALID_YIELDED_MINUTES + DATA_YIELD_RATIO_THRESHOLD: 0.75 # set to 0 to disable + DROP_HIGHLY_CORRELATED_FEATURES: + COMPUTE: False + MIN_OVERLAP_FOR_CORR_THRESHOLD: 0.5 + CORR_THRESHOLD: 0.95 + SRC_SCRIPT: src/features/all_cleaning_overall/rapids/main.R + ######################################################################################################################## # Analysis Workflow Example # @@ -551,12 +591,6 @@ PARAMS_FOR_ANALYSIS: TARGET: FOLDER: data/external/example_workflow CONTAINER: participant_target.csv - - # Cleaning Parameters - COLS_NAN_THRESHOLD: 0.3 - COLS_VAR_THRESHOLD: True - ROWS_NAN_THRESHOLD: 0.3 - DATA_YIELDED_HOURS_RATIO_THRESHOLD: 0.75 MODEL_NAMES: [LogReg, kNN , SVM, DT, RF, GB, XGBoost, LightGBM] CV_METHODS: [LeaveOneOut] diff --git a/mkdocs.yml b/mkdocs.yml index ea96f145..d584e6c4 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -74,7 +74,7 @@ extra_css: nav: - Home: 'index.md' - Overview: setup/overview.md - - Minimal Example: workflow-examples/minimal.md + - Minimal Example: analysis/minimal.md - Citation: citation.md - Contributing: contributing.md - Setup: @@ -140,8 +140,9 @@ nav: - Visualizations: - Data Quality: visualizations/data-quality-visualizations.md - Features: visualizations/feature-visualizations.md - - Analysis Workflows: - - Complete Example: workflow-examples/analysis.md + - Analysis: + - Data Cleaning: analysis/data-cleaning.md + - Complete Workflow Example: analysis/complete-workflow-example.md - Developers: - Git Flow: developers/git-flow.md - Remote Support: developers/remote-support.md diff --git a/renv.lock b/renv.lock index 054a9662..ec769edf 100644 --- a/renv.lock +++ b/renv.lock @@ -205,6 +205,13 @@ "Repository": "CRAN", "Hash": "b7d7f1e926dfcd57c74ce93f5c048e80" }, + "caret": { + "Package": "caret", + "Version": "6.0-89", + "Source": "Repository", + "Repository": "CRAN", + "Hash": "95cdd7da1e51ab0451c27666f15db891" + }, "cellranger": { "Package": "cellranger", "Version": "1.1.0", @@ -275,6 +282,13 @@ "Repository": "CRAN", "Hash": "ae01381679f4511ca7a72d55fe175213" }, + "corrr": { + "Package": "corrr", + "Version": "0.4.3", + "Source": "Repository", + "Repository": "CRAN", + "Hash": "dbd1387c025b07f62da3334942176e14" + }, "cpp11": { "Package": "cpp11", "Version": "0.2.4", diff --git a/rules/features.smk b/rules/features.smk index 63ea7289..f0fea945 100644 --- a/rules/features.smk +++ b/rules/features.smk @@ -761,22 +761,6 @@ rule fitbit_sleep_intraday_r_features: script: "../src/features/entry.R" -rule merge_sensor_features_for_individual_participants: - input: - feature_files = input_merge_sensor_features_for_individual_participants - output: - "data/processed/features/{pid}/all_sensor_features.csv" - script: - "../src/features/utils/merge_sensor_features_for_individual_participants.R" - -rule merge_sensor_features_for_all_participants: - input: - feature_files = expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]) - output: - "data/processed/features/all_participants/all_sensor_features.csv" - script: - "../src/features/utils/merge_sensor_features_for_all_participants.R" - rule empatica_accelerometer_python_features: input: sensor_data = "data/raw/{pid}/empatica_accelerometer_with_datetime.csv", @@ -958,3 +942,46 @@ rule empatica_tags_r_features: "data/interim/{pid}/empatica_tags_features/empatica_tags_r_{provider_key}.csv" script: "../src/features/entry.R" + +rule merge_sensor_features_for_individual_participants: + input: + feature_files = input_merge_sensor_features_for_individual_participants + output: + "data/processed/features/{pid}/all_sensor_features.csv" + script: + "../src/features/utils/merge_sensor_features_for_individual_participants.R" + +rule merge_sensor_features_for_all_participants: + input: + feature_files = expand("data/processed/features/{pid}/all_sensor_features.csv", pid=config["PIDS"]) + output: + "data/processed/features/all_participants/all_sensor_features.csv" + script: + "../src/features/utils/merge_sensor_features_for_all_participants.R" + +rule clean_sensor_features_for_individual_participants: + input: + sensor_data = rules.merge_sensor_features_for_individual_participants.output + wildcard_constraints: + pid = "("+"|".join(config["PIDS"])+")" + params: + provider = lambda wildcards: config["ALL_CLEANING_INDIVIDUAL"]["PROVIDERS"][wildcards.provider_key.upper()], + provider_key = "{provider_key}", + sensor_key = "all_cleaning_individual" + output: + "data/processed/features/{pid}/all_sensor_features_cleaned_{provider_key}.csv" + script: + "../src/features/entry.R" + +rule clean_sensor_features_for_all_participants: + input: + sensor_data = rules.merge_sensor_features_for_all_participants.output + params: + provider = lambda wildcards: config["ALL_CLEANING_OVERALL"]["PROVIDERS"][wildcards.provider_key.upper()], + provider_key = "{provider_key}", + sensor_key = "all_cleaning_overall" + output: + "data/processed/features/all_participants/all_sensor_features_cleaned_{provider_key}.csv" + script: + "../src/features/entry.R" + diff --git a/rules/models.smk b/rules/models.smk index 7fe6aa6e..6a07eb09 100644 --- a/rules/models.smk +++ b/rules/models.smk @@ -53,35 +53,9 @@ rule parse_targets: script: "../src/models/workflow_example/parse_targets.py" -rule clean_sensor_features_for_individual_participants: - input: - rules.merge_sensor_features_for_individual_participants.output - params: - cols_nan_threshold = config["PARAMS_FOR_ANALYSIS"]["COLS_NAN_THRESHOLD"], - cols_var_threshold = config["PARAMS_FOR_ANALYSIS"]["COLS_VAR_THRESHOLD"], - rows_nan_threshold = config["PARAMS_FOR_ANALYSIS"]["ROWS_NAN_THRESHOLD"], - data_yielded_hours_ratio_threshold = config["PARAMS_FOR_ANALYSIS"]["DATA_YIELDED_HOURS_RATIO_THRESHOLD"], - output: - "data/processed/features/{pid}/all_sensor_features_cleaned.csv" - script: - "../src/models/workflow_example/clean_sensor_features.R" - -rule clean_sensor_features_for_all_participants: - input: - rules.merge_sensor_features_for_all_participants.output - params: - cols_nan_threshold = config["PARAMS_FOR_ANALYSIS"]["COLS_NAN_THRESHOLD"], - cols_var_threshold = config["PARAMS_FOR_ANALYSIS"]["COLS_VAR_THRESHOLD"], - rows_nan_threshold = config["PARAMS_FOR_ANALYSIS"]["ROWS_NAN_THRESHOLD"], - data_yielded_hours_ratio_threshold = config["PARAMS_FOR_ANALYSIS"]["DATA_YIELDED_HOURS_RATIO_THRESHOLD"], - output: - "data/processed/features/all_participants/all_sensor_features_cleaned.csv" - script: - "../src/models/workflow_example/clean_sensor_features.R" - rule merge_features_and_targets_for_individual_model: input: - cleaned_sensor_features = "data/processed/features/{pid}/all_sensor_features_cleaned.csv", + cleaned_sensor_features = "data/processed/features/{pid}/all_sensor_features_cleaned_rapids.csv", targets = "data/processed/targets/{pid}/parsed_targets.csv", output: "data/processed/models/individual_model/{pid}/input.csv" @@ -90,7 +64,7 @@ rule merge_features_and_targets_for_individual_model: rule merge_features_and_targets_for_population_model: input: - cleaned_sensor_features = "data/processed/features/all_participants/all_sensor_features_cleaned.csv", + cleaned_sensor_features = "data/processed/features/all_participants/all_sensor_features_cleaned_rapids.csv", demographic_features = expand("data/processed/features/{pid}/demographic_features.csv", pid=config["PIDS"]), targets = expand("data/processed/targets/{pid}/parsed_targets.csv", pid=config["PIDS"]), output: diff --git a/src/features/all_cleaning_individual/rapids/main.R b/src/features/all_cleaning_individual/rapids/main.R new file mode 100644 index 00000000..6221c428 --- /dev/null +++ b/src/features/all_cleaning_individual/rapids/main.R @@ -0,0 +1,87 @@ +source("renv/activate.R") +library(tidyr) +library("dplyr", warn.conflicts = F) +library(tidyverse) +library(caret) +library(corrr) + +rapids_cleaning <- function(sensor_data_files, provider){ + + clean_features <- read.csv(sensor_data_files[["sensor_data"]], stringsAsFactors = FALSE) + impute_selected_event_features <- provider[["IMPUTE_SELECTED_EVENT_FEATURES"]] + cols_nan_threshold <- as.numeric(provider[["COLS_NAN_THRESHOLD"]]) + drop_zero_variance_columns <- as.logical(provider[["COLS_VAR_THRESHOLD"]]) + rows_nan_threshold <- as.numeric(provider[["ROWS_NAN_THRESHOLD"]]) + data_yield_unit <- tolower(str_split_fixed(provider[["DATA_YIELD_FEATURE"]], "_", 4)[[4]]) + data_yield_column <- paste0("phone_data_yield_rapids_ratiovalidyielded", data_yield_unit) + data_yield_ratio_threshold <- as.numeric(provider[["DATA_YIELD_RATIO_THRESHOLD"]]) + drop_highly_correlated_features <- provider[["DROP_HIGHLY_CORRELATED_FEATURES"]] + + # Impute selected event features + if(as.logical(impute_selected_event_features$COMPUTE)){ + if(!"phone_data_yield_rapids_ratiovalidyieldedminutes" %in% colnames(clean_features)){ + stop("Error: RAPIDS provider needs to impute the selected event features based on phone_data_yield_rapids_ratiovalidyieldedminutes column, please set config[PHONE_DATA_YIELD][PROVIDERS][RAPIDS][COMPUTE] to True and include 'ratiovalidyieldedminutes' in [FEATURES].") + } + column_names <- colnames(clean_features) + selected_apps_features <- column_names[grepl("^phone_applications_foreground_rapids_(countevent|countepisode|minduration|maxduration|meanduration|sumduration)", column_names)] + selected_battery_features <- column_names[grepl("^phone_battery_rapids_", column_names)] + selected_calls_features <- column_names[grepl("^phone_calls_rapids_.*_(count|distinctcontacts|sumduration|minduration|maxduration|meanduration|modeduration)", column_names)] + selected_keyboard_features <- column_names[grepl("^phone_keyboard_rapids_(sessioncount|averagesessionlength|changeintextlengthlessthanminusone|changeintextlengthequaltominusone|changeintextlengthequaltoone|changeintextlengthmorethanone|maxtextlength|totalkeyboardtouches)", column_names)] + selected_messages_features <- column_names[grepl("^phone_messages_rapids_.*_(count|distinctcontacts)", column_names)] + selected_screen_features <- column_names[grepl("^phone_screen_rapids_(sumduration|maxduration|minduration|avgduration|countepisode)", column_names)] + selected_wifi_features <- column_names[grepl("^phone_wifi_(connected|visible)_rapids_", column_names)] + + selected_columns <- c(selected_apps_features, selected_battery_features, selected_calls_features, selected_keyboard_features, selected_messages_features, selected_screen_features, selected_wifi_features) + clean_features[selected_columns][is.na(clean_features[selected_columns]) & (clean_features$phone_data_yield_rapids_ratiovalidyieldedminutes > impute_selected_event_features$MIN_DATA_YIELDED_MINUTES_TO_IMPUTE)] <- 0 + } + + # Drop rows with the value of data_yield_column less than data_yield_ratio_threshold + if(!data_yield_column %in% colnames(clean_features)){ + stop(paste0("Error: RAPIDS provider needs to clean data based on ", data_yield_column, " column, please set config[PHONE_DATA_YIELD][PROVIDERS][RAPIDS][COMPUTE] to True and include 'ratiovalidyielded", data_yield_unit, "' in [FEATURES].")) + } + clean_features <- clean_features %>% + filter(.[[data_yield_column]] >= data_yield_ratio_threshold) + + # Drop columns with a percentage of NA values above cols_nan_threshold + if(nrow(clean_features)) + clean_features <- clean_features %>% select_if(~ sum(is.na(.)) / length(.) <= cols_nan_threshold ) + + # Drop columns with zero variance + if(drop_zero_variance_columns) + clean_features <- clean_features %>% select_if(grepl("pid|local_segment|local_segment_label|local_segment_start_datetime|local_segment_end_datetime",names(.)) | sapply(., n_distinct, na.rm = T) > 1) + + # Drop highly correlated features + if(as.logical(drop_highly_correlated_features$COMPUTE)){ + + min_overlap_for_corr_threshold <- as.numeric(drop_highly_correlated_features$MIN_OVERLAP_FOR_CORR_THRESHOLD) + corr_threshold <- as.numeric(drop_highly_correlated_features$CORR_THRESHOLD) + + features_for_corr <- clean_features %>% + select_if(is.numeric) %>% + select_if(sapply(., n_distinct, na.rm = T) > 1) + + valid_pairs <- crossprod(!is.na(features_for_corr)) >= min_overlap_for_corr_threshold * nrow(features_for_corr) + + if((nrow(features_for_corr) != 0) & (ncol(features_for_corr) != 0)){ + + highly_correlated_features <- features_for_corr %>% + correlate(use = "pairwise.complete.obs", method = "spearman") %>% + column_to_rownames(., var = "term") %>% + as.matrix() %>% + replace(!valid_pairs | is.na(.), 0) %>% + findCorrelation(., cutoff = corr_threshold, verbose = F, names = T) + + clean_features <- clean_features[, !names(clean_features) %in% highly_correlated_features] + + } + } + + # Drop rows with a percentage of NA values above rows_nan_threshold + clean_features <- clean_features %>% + mutate(percentage_na = rowSums(is.na(.)) / ncol(.)) %>% + filter(percentage_na <= rows_nan_threshold) %>% + select(-percentage_na) + + return(clean_features) +} + diff --git a/src/features/all_cleaning_overall/rapids/main.R b/src/features/all_cleaning_overall/rapids/main.R new file mode 100644 index 00000000..6221c428 --- /dev/null +++ b/src/features/all_cleaning_overall/rapids/main.R @@ -0,0 +1,87 @@ +source("renv/activate.R") +library(tidyr) +library("dplyr", warn.conflicts = F) +library(tidyverse) +library(caret) +library(corrr) + +rapids_cleaning <- function(sensor_data_files, provider){ + + clean_features <- read.csv(sensor_data_files[["sensor_data"]], stringsAsFactors = FALSE) + impute_selected_event_features <- provider[["IMPUTE_SELECTED_EVENT_FEATURES"]] + cols_nan_threshold <- as.numeric(provider[["COLS_NAN_THRESHOLD"]]) + drop_zero_variance_columns <- as.logical(provider[["COLS_VAR_THRESHOLD"]]) + rows_nan_threshold <- as.numeric(provider[["ROWS_NAN_THRESHOLD"]]) + data_yield_unit <- tolower(str_split_fixed(provider[["DATA_YIELD_FEATURE"]], "_", 4)[[4]]) + data_yield_column <- paste0("phone_data_yield_rapids_ratiovalidyielded", data_yield_unit) + data_yield_ratio_threshold <- as.numeric(provider[["DATA_YIELD_RATIO_THRESHOLD"]]) + drop_highly_correlated_features <- provider[["DROP_HIGHLY_CORRELATED_FEATURES"]] + + # Impute selected event features + if(as.logical(impute_selected_event_features$COMPUTE)){ + if(!"phone_data_yield_rapids_ratiovalidyieldedminutes" %in% colnames(clean_features)){ + stop("Error: RAPIDS provider needs to impute the selected event features based on phone_data_yield_rapids_ratiovalidyieldedminutes column, please set config[PHONE_DATA_YIELD][PROVIDERS][RAPIDS][COMPUTE] to True and include 'ratiovalidyieldedminutes' in [FEATURES].") + } + column_names <- colnames(clean_features) + selected_apps_features <- column_names[grepl("^phone_applications_foreground_rapids_(countevent|countepisode|minduration|maxduration|meanduration|sumduration)", column_names)] + selected_battery_features <- column_names[grepl("^phone_battery_rapids_", column_names)] + selected_calls_features <- column_names[grepl("^phone_calls_rapids_.*_(count|distinctcontacts|sumduration|minduration|maxduration|meanduration|modeduration)", column_names)] + selected_keyboard_features <- column_names[grepl("^phone_keyboard_rapids_(sessioncount|averagesessionlength|changeintextlengthlessthanminusone|changeintextlengthequaltominusone|changeintextlengthequaltoone|changeintextlengthmorethanone|maxtextlength|totalkeyboardtouches)", column_names)] + selected_messages_features <- column_names[grepl("^phone_messages_rapids_.*_(count|distinctcontacts)", column_names)] + selected_screen_features <- column_names[grepl("^phone_screen_rapids_(sumduration|maxduration|minduration|avgduration|countepisode)", column_names)] + selected_wifi_features <- column_names[grepl("^phone_wifi_(connected|visible)_rapids_", column_names)] + + selected_columns <- c(selected_apps_features, selected_battery_features, selected_calls_features, selected_keyboard_features, selected_messages_features, selected_screen_features, selected_wifi_features) + clean_features[selected_columns][is.na(clean_features[selected_columns]) & (clean_features$phone_data_yield_rapids_ratiovalidyieldedminutes > impute_selected_event_features$MIN_DATA_YIELDED_MINUTES_TO_IMPUTE)] <- 0 + } + + # Drop rows with the value of data_yield_column less than data_yield_ratio_threshold + if(!data_yield_column %in% colnames(clean_features)){ + stop(paste0("Error: RAPIDS provider needs to clean data based on ", data_yield_column, " column, please set config[PHONE_DATA_YIELD][PROVIDERS][RAPIDS][COMPUTE] to True and include 'ratiovalidyielded", data_yield_unit, "' in [FEATURES].")) + } + clean_features <- clean_features %>% + filter(.[[data_yield_column]] >= data_yield_ratio_threshold) + + # Drop columns with a percentage of NA values above cols_nan_threshold + if(nrow(clean_features)) + clean_features <- clean_features %>% select_if(~ sum(is.na(.)) / length(.) <= cols_nan_threshold ) + + # Drop columns with zero variance + if(drop_zero_variance_columns) + clean_features <- clean_features %>% select_if(grepl("pid|local_segment|local_segment_label|local_segment_start_datetime|local_segment_end_datetime",names(.)) | sapply(., n_distinct, na.rm = T) > 1) + + # Drop highly correlated features + if(as.logical(drop_highly_correlated_features$COMPUTE)){ + + min_overlap_for_corr_threshold <- as.numeric(drop_highly_correlated_features$MIN_OVERLAP_FOR_CORR_THRESHOLD) + corr_threshold <- as.numeric(drop_highly_correlated_features$CORR_THRESHOLD) + + features_for_corr <- clean_features %>% + select_if(is.numeric) %>% + select_if(sapply(., n_distinct, na.rm = T) > 1) + + valid_pairs <- crossprod(!is.na(features_for_corr)) >= min_overlap_for_corr_threshold * nrow(features_for_corr) + + if((nrow(features_for_corr) != 0) & (ncol(features_for_corr) != 0)){ + + highly_correlated_features <- features_for_corr %>% + correlate(use = "pairwise.complete.obs", method = "spearman") %>% + column_to_rownames(., var = "term") %>% + as.matrix() %>% + replace(!valid_pairs | is.na(.), 0) %>% + findCorrelation(., cutoff = corr_threshold, verbose = F, names = T) + + clean_features <- clean_features[, !names(clean_features) %in% highly_correlated_features] + + } + } + + # Drop rows with a percentage of NA values above rows_nan_threshold + clean_features <- clean_features %>% + mutate(percentage_na = rowSums(is.na(.)) / ncol(.)) %>% + filter(percentage_na <= rows_nan_threshold) %>% + select(-percentage_na) + + return(clean_features) +} + diff --git a/src/features/entry.R b/src/features/entry.R index 51131c0f..f1abdebb 100644 --- a/src/features/entry.R +++ b/src/features/entry.R @@ -4,13 +4,19 @@ library("dplyr",warn.conflicts = F) library("tidyr") sensor_data_files <- snakemake@input -sensor_data_files$time_segments_labels <- NULL -time_segments_file <- snakemake@input[["time_segments_labels"]] provider <- snakemake@params["provider"][["provider"]] provider_key <- snakemake@params["provider_key"] sensor_key <- snakemake@params["sensor_key"] -sensor_features <- fetch_provider_features(provider, provider_key, sensor_key, sensor_data_files, time_segments_file) +if(sensor_key == "all_cleaning_individual" | sensor_key == "all_cleaning_overall"){ + # Data cleaning + sensor_features = run_provider_cleaning_script(provider, provider_key, sensor_key, sensor_data_files) +}else{ + # Extract sensor features + sensor_data_files$time_segments_labels <- NULL + time_segments_file <- snakemake@input[["time_segments_labels"]] + sensor_features <- fetch_provider_features(provider, provider_key, sensor_key, sensor_data_files, time_segments_file) +} write.csv(sensor_features, snakemake@output[[1]], row.names = FALSE) \ No newline at end of file diff --git a/src/features/entry.py b/src/features/entry.py index e05ee9d6..2f65f8ad 100644 --- a/src/features/entry.py +++ b/src/features/entry.py @@ -1,14 +1,19 @@ import pandas as pd -from utils.utils import fetch_provider_features +from utils.utils import fetch_provider_features, run_provider_cleaning_script sensor_data_files = dict(snakemake.input) -del sensor_data_files["time_segments_labels"] -time_segments_file = snakemake.input["time_segments_labels"] provider = snakemake.params["provider"] provider_key = snakemake.params["provider_key"] sensor_key = snakemake.params["sensor_key"] -sensor_features = fetch_provider_features(provider, provider_key, sensor_key, sensor_data_files, time_segments_file) +if sensor_key == "all_cleaning_individual" or sensor_key == "all_cleaning_overall": + # Data cleaning + sensor_features = run_provider_cleaning_script(provider, provider_key, sensor_key, sensor_data_files) +else: + # Extract sensor features + del sensor_data_files["time_segments_labels"] + time_segments_file = snakemake.input["time_segments_labels"] + sensor_features = fetch_provider_features(provider, provider_key, sensor_key, sensor_data_files, time_segments_file) sensor_features.to_csv(snakemake.output[0], index=False) \ No newline at end of file diff --git a/src/features/phone_activity_recognition/rapids/main.py b/src/features/phone_activity_recognition/rapids/main.py index d504e6c5..063061fe 100644 --- a/src/features/phone_activity_recognition/rapids/main.py +++ b/src/features/phone_activity_recognition/rapids/main.py @@ -1,5 +1,4 @@ import pandas as pd -import numpy as np def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_segment, *args, **kwargs): @@ -31,11 +30,13 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se if "duration" + column.lower() in features_to_compute: filtered_data = ar_episodes[ar_episodes["activity_name"].isin(pd.Series(activity_labels))] if not filtered_data.empty: - ar_features["duration" + column.lower()] = ar_episodes[ar_episodes["activity_name"].isin(pd.Series(activity_labels))].groupby(["local_segment"])["duration"].sum().fillna(0) + ar_features["duration" + column.lower()] = ar_episodes[ar_episodes["activity_name"].isin(pd.Series(activity_labels))].groupby(["local_segment"])["duration"].sum() else: ar_features["duration" + column.lower()] = 0 ar_features.index.names = ["local_segment"] ar_features = ar_features.reset_index() + ar_features.fillna(value={"count": 0, "countuniqueactivities": 0, "durationstationary": 0, "durationmobile": 0, "durationvehicle": 0}, inplace=True) + return ar_features diff --git a/src/features/phone_applications_foreground/rapids/main.py b/src/features/phone_applications_foreground/rapids/main.py index ea6c36e5..f35fa066 100644 --- a/src/features/phone_applications_foreground/rapids/main.py +++ b/src/features/phone_applications_foreground/rapids/main.py @@ -26,40 +26,23 @@ def compute_features(filtered_data, apps_type, requested_features, apps_features apps_features["frequencyentropy" + apps_type] = apps_with_count.groupby("local_segment")["timestamp"].agg(entropy) if "countevent" in requested_features: apps_features["countevent" + apps_type] = filtered_data.groupby(["local_segment"]).count()["timestamp"] - apps_features.fillna(value={"countevent" + apps_type: 0}, inplace=True) if "countepisode" in requested_features: apps_features["countepisode" + apps_type] = filtered_data.groupby(["local_segment"]).count()["start_timestamp"] - apps_features.fillna(value={"countepisode" + apps_type: 0}, inplace=True) if "minduration" in requested_features: - grouped_data = filtered_data.groupby(by = ['local_segment'])['duration'].min() - if grouped_data.empty: - apps_features["minduration" + apps_type] = np.nan - else: - apps_features["minduration" + apps_type] = grouped_data + apps_features["minduration" + apps_type] = filtered_data.groupby(by = ["local_segment"])["duration"].min() if "maxduration" in requested_features: - grouped_data = filtered_data.groupby(by = ['local_segment'])['duration'].max() - if grouped_data.empty: - apps_features["maxduration" + apps_type] = np.nan - else: - apps_features["maxduration" + apps_type] = grouped_data + apps_features["maxduration" + apps_type] = filtered_data.groupby(by = ["local_segment"])["duration"].max() if "meanduration" in requested_features: - grouped_data = filtered_data.groupby(by = ['local_segment'])['duration'].mean() - if grouped_data.empty: - apps_features["meanduration" + apps_type] = np.nan - else: - apps_features["meanduration" + apps_type] = grouped_data + apps_features["meanduration" + apps_type] = filtered_data.groupby(by = ["local_segment"])["duration"].mean() if "sumduration" in requested_features: - grouped_data = filtered_data.groupby(by = ['local_segment'])['duration'].sum() - if grouped_data.empty: - apps_features["sumduration" + apps_type] = np.nan - else: - apps_features["sumduration" + apps_type] = grouped_data - apps_features.index.names = ['local_segment'] + apps_features["sumduration" + apps_type] = filtered_data.groupby(by = ["local_segment"])["duration"].sum() + + apps_features.index.names = ["local_segment"] return apps_features def process_app_features(data, requested_features, time_segment, provider, filter_data_by_segment): @@ -145,4 +128,6 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se features = pd.merge(episodes_features, features, how='outer', on='local_segment') + features.fillna(value={feature_name: 0 for feature_name in features.columns if feature_name.startswith(("countevent", "countepisode", "minduration", "maxduration", "meanduration", "sumduration"))}, inplace=True) + return features \ No newline at end of file diff --git a/src/features/phone_calls/rapids/main.R b/src/features/phone_calls/rapids/main.R index a10dcd7b..d793f706 100644 --- a/src/features/phone_calls/rapids/main.R +++ b/src/features/phone_calls/rapids/main.R @@ -88,6 +88,6 @@ rapids_features <- function(sensor_data_files, time_segment, provider){ features <- call_features_of_type(calls_of_type, features_type, call_type, time_segment, requested_features) call_features <- merge(call_features, features, all=TRUE) } - call_features <- call_features %>% mutate_at(vars(contains("countmostfrequentcontact") | contains("distinctcontacts") | contains("count")), list( ~ replace_na(., 0))) + call_features <- call_features %>% mutate_at(vars(contains("countmostfrequentcontact") | contains("distinctcontacts") | contains("count") | contains("sumduration") | contains("minduration") | contains("maxduration") | contains("meanduration") | contains("modeduration")), list( ~ replace_na(., 0))) return(call_features) } \ No newline at end of file diff --git a/src/features/phone_conversation/rapids/main.py b/src/features/phone_conversation/rapids/main.py index c842a1cf..cf9dedff 100644 --- a/src/features/phone_conversation/rapids/main.py +++ b/src/features/phone_conversation/rapids/main.py @@ -140,7 +140,7 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se if "voicemaxenergy" in features_to_compute: conversation_features["voicemaxenergy"] = conversation_data[conversation_data['inference']==2].groupby(["local_segment"])["double_energy"].max() - + conversation_features.fillna(value={feature_name: 0 for feature_name in conversation_features.columns if feature_name not in ["timefirstconversation", "timelastconversation", "sdconversationduration", "noisesdenergy", "voicesdenergy"]}, inplace=True) conversation_features = conversation_features.reset_index() return conversation_features \ No newline at end of file diff --git a/src/features/phone_keyboard/rapids/main.py b/src/features/phone_keyboard/rapids/main.py index 173cf66d..93b7c2e3 100644 --- a/src/features/phone_keyboard/rapids/main.py +++ b/src/features/phone_keyboard/rapids/main.py @@ -59,6 +59,7 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se if "totalkeyboardtouches" in features_to_compute: keyboard_features["totalkeyboardtouches"] = keyboard_data.groupby(['local_segment','sessionNumber'])['is_password'].count().reset_index().groupby(['local_segment'])['is_password'].mean() + keyboard_features.fillna(value={"sessioncount": 0, "averagesessionlength": 0, "changeintextlengthlessthanminusone": 0, "changeintextlengthequaltominusone": 0, "changeintextlengthequaltoone": 0, "changeintextlengthmorethanone": 0, "maxtextlength": 0, "totalkeyboardtouches": 0}, inplace=True) keyboard_features = keyboard_features.reset_index() return keyboard_features diff --git a/src/features/phone_screen/rapids/main.py b/src/features/phone_screen/rapids/main.py index 9a99342c..5740e430 100644 --- a/src/features/phone_screen/rapids/main.py +++ b/src/features/phone_screen/rapids/main.py @@ -62,6 +62,7 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se screen_features = pd.concat([screen_features, getEpisodeDurationFeatures(screen_data, time_segment, episode, features_episodes_to_compute, reference_hour_first_use)], axis=1) if not screen_features.empty: + screen_features.fillna(value={feature_name: 0 for feature_name in screen_features.columns if not feature_name.startswith(("stdduration", "firstuseafter"))}, inplace=True) screen_features = screen_features.reset_index() return screen_features diff --git a/src/features/utils/utils.R b/src/features/utils/utils.R index 74437515..87091928 100644 --- a/src/features/utils/utils.R +++ b/src/features/utils/utils.R @@ -83,4 +83,14 @@ fetch_provider_features <- function(provider, provider_key, sensor_key, sensor_d "(.*)#(.*),(.*)", remove = FALSE) return(sensor_features) -} \ No newline at end of file +} + +run_provider_cleaning_script <- function(provider, provider_key, sensor_key, sensor_data_files){ + source(provider[["SRC_SCRIPT"]]) + print(paste(rapids_log_tag, "Processing", sensor_key, provider_key)) + + cleaning_function <- match.fun(paste0(tolower(provider_key), "_cleaning")) + sensor_features <- cleaning_function(sensor_data_files, provider) + + return(sensor_features) +} diff --git a/src/features/utils/utils.py b/src/features/utils/utils.py index 5641785c..d2986699 100644 --- a/src/features/utils/utils.py +++ b/src/features/utils/utils.py @@ -123,3 +123,13 @@ def fetch_provider_features(provider, provider_key, sensor_key, sensor_data_file sensor_features.insert(1 + i, segment_colums.columns[i], segment_colums[segment_colums.columns[i]]) return sensor_features + +def run_provider_cleaning_script(provider, provider_key, sensor_key, sensor_data_files): + from importlib import import_module, util + print("{} Processing {} {}".format(rapids_log_tag, sensor_key, provider_key)) + + cleaning_module = import_path(provider["SRC_SCRIPT"]) + cleaning_function = getattr(cleaning_module, provider_key.lower() + "_cleaning") + sensor_features = cleaning_function(sensor_data_files, provider) + + return sensor_features diff --git a/src/models/workflow_example/clean_sensor_features.R b/src/models/workflow_example/clean_sensor_features.R deleted file mode 100644 index 57b9b285..00000000 --- a/src/models/workflow_example/clean_sensor_features.R +++ /dev/null @@ -1,29 +0,0 @@ -source("renv/activate.R") -library(tidyr) -library("dplyr", warn.conflicts = F) - - -clean_features <- read.csv(snakemake@input[[1]]) -cols_nan_threshold <- as.numeric(snakemake@params[["cols_nan_threshold"]]) -drop_zero_variance_columns <- as.logical(snakemake@params[["cols_var_threshold"]]) -rows_nan_threshold <- as.numeric(snakemake@params[["rows_nan_threshold"]]) -data_yielded_hours_ratio_threshold <- as.numeric(snakemake@params[["data_yielded_hours_ratio_threshold"]]) - -# drop rows with the value of "phone_data_yield_rapids_ratiovalidyieldedhours" column less than data_yielded_hours_ratio_threshold -clean_features <- clean_features %>% - filter(phone_data_yield_rapids_ratiovalidyieldedhours > data_yielded_hours_ratio_threshold) - -# drop columns with a percentage of NA values above cols_nan_threshold -if(nrow(clean_features)) - clean_features <- clean_features %>% select_if(~ sum(is.na(.)) / length(.) <= cols_nan_threshold ) - -if(drop_zero_variance_columns) - clean_features <- clean_features %>% select_if(grepl("pid|local_segment|local_segment_label|local_segment_start_datetime|local_segment_end_datetime",names(.)) | sapply(., n_distinct, na.rm = T) > 1) - -# drop rows with a percentage of NA values above rows_nan_threshold -clean_features <- clean_features %>% - mutate(percentage_na = rowSums(is.na(.)) / ncol(.)) %>% - filter(percentage_na < rows_nan_threshold) %>% - select(-percentage_na) - -write.csv(clean_features, snakemake@output[[1]], row.names = FALSE) diff --git a/tests/data/processed/features/mtz_event/android/phone_applications_foreground.csv b/tests/data/processed/features/mtz_event/android/phone_applications_foreground.csv index 693f9886..0899f193 100644 --- a/tests/data/processed/features/mtz_event/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_event/android/phone_applications_foreground.csv @@ -1,3 +1,3 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube" -"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,73,2.00118276280107,21,1267,55,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,70,NA,5,NA,NA,NA,0,NA,NA,NA,0 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,133,2.00118276280107,21,1267,115,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,130,NA,5,NA,NA,NA,0,NA,NA,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,888,73,2.00118276280107,21,1267,55,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,70,NA,5 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,888,133,2.00118276280107,21,1267,115,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,130,NA,5 diff --git a/tests/data/processed/features/mtz_event/android/phone_keyboard.csv b/tests/data/processed/features/mtz_event/android/phone_keyboard.csv index 4c4d0545..d6920d43 100644 --- a/tests/data/processed/features/mtz_event/android/phone_keyboard.csv +++ b/tests/data/processed/features/mtz_event/android/phone_keyboard.csv @@ -1,3 +1,3 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_totalkeyboardtouches" -"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",2,0,NA,NA,NA,1,NA,2,2,1.5 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",2,0,NA,NA,NA,1,NA,2,2,1.5 +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",2,0,NA,0,0,1,0,2,2,1.5 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",2,0,NA,0,0,1,0,2,2,1.5 diff --git a/tests/data/processed/features/mtz_event/ios/phone_applications_foreground.csv b/tests/data/processed/features/mtz_event/ios/phone_applications_foreground.csv index 6a5238d1..cfcd6fb8 100644 --- a/tests/data/processed/features/mtz_event/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_event/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropytop1global" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.twitter.android" diff --git a/tests/data/processed/features/mtz_event/ios/phone_keyboard.csv b/tests/data/processed/features/mtz_event/ios/phone_keyboard.csv index 3dcb62f1..838871a2 100644 --- a/tests/data/processed/features/mtz_event/ios/phone_keyboard.csv +++ b/tests/data/processed/features/mtz_event/ios/phone_keyboard.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_lastmessagelength" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_averageinterkeydelay" diff --git a/tests/data/processed/features/mtz_frequency/android/phone_activity_recognition.csv b/tests/data/processed/features/mtz_frequency/android/phone_activity_recognition.csv index e392911f..2151c5f9 100644 --- a/tests/data/processed/features/mtz_frequency/android/phone_activity_recognition.csv +++ b/tests/data/processed/features/mtz_frequency/android/phone_activity_recognition.csv @@ -35,16 +35,16 @@ "thirtyminutes0018#2020-03-07 09:00:00,2020-03-07 09:29:59","thirtyminutes0018","2020-03-07 09:00:00","2020-03-07 09:29:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",2,8,1,0,9.99983333333333,0 "thirtyminutes0018#2020-10-31 09:00:00,2020-10-31 09:29:59","thirtyminutes0018","2020-10-31 09:00:00","2020-10-31 09:29:59",1,7,1,0,4.99991666666667,0 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,0,1,0,NA,10.15325 -"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0020#2020-03-09 10:00:00,2020-03-09 10:29:59","thirtyminutes0020","2020-03-09 10:00:00","2020-03-09 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,0,1,0,NA,10.15325 -"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0020#2020-11-02 10:00:00,2020-11-02 10:29:59","thirtyminutes0020","2020-11-02 10:00:00","2020-11-02 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0021#2020-03-09 10:30:00,2020-03-09 10:59:59","thirtyminutes0021","2020-03-09 10:30:00","2020-03-09 10:59:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0021#2020-11-02 10:30:00,2020-11-02 10:59:59","thirtyminutes0021","2020-11-02 10:30:00","2020-11-02 10:59:59",1,7,1,0,4.99991666666667,NA +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,0,1,0,0,10.15325 +"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0020#2020-03-09 10:00:00,2020-03-09 10:29:59","thirtyminutes0020","2020-03-09 10:00:00","2020-03-09 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,0,1,0,0,10.15325 +"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0020#2020-11-02 10:00:00,2020-11-02 10:29:59","thirtyminutes0020","2020-11-02 10:00:00","2020-11-02 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0021#2020-03-09 10:30:00,2020-03-09 10:59:59","thirtyminutes0021","2020-03-09 10:30:00","2020-03-09 10:59:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0021#2020-11-02 10:30:00,2020-11-02 10:59:59","thirtyminutes0021","2020-11-02 10:30:00","2020-11-02 10:59:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",1,2,1,0,4.99991666666667,0 "thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",1,2,1,0,4.99991666666667,0 "thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,2,1,0,4.99991666666667,0 @@ -81,10 +81,10 @@ "thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",1,0,1,0,0,0.999983333333333 "thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",2,0,1,0,0,9.99983333333333 "thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",2,0,1,0,0,9.99983333333333 -"thirtyminutes0037#2020-03-06 18:30:00,2020-03-06 18:59:59","thirtyminutes0037","2020-03-06 18:30:00","2020-03-06 18:59:59",1,7,1,0,5.69215,NA -"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0037#2020-10-30 18:30:00,2020-10-30 18:59:59","thirtyminutes0037","2020-10-30 18:30:00","2020-10-30 18:59:59",1,7,1,0,5.69215,NA -"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,0,1,0,NA,4.99991666666667 +"thirtyminutes0037#2020-03-06 18:30:00,2020-03-06 18:59:59","thirtyminutes0037","2020-03-06 18:30:00","2020-03-06 18:59:59",1,7,1,0,5.69215,0 +"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0037#2020-10-30 18:30:00,2020-10-30 18:59:59","thirtyminutes0037","2020-10-30 18:30:00","2020-10-30 18:59:59",1,7,1,0,5.69215,0 +"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,0,1,0,0,4.99991666666667 "thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",4,7,2,0,15.7384333333333,0 "thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",4,7,2,0,15.7384333333333,0 "thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",2,1,1,0,6.71366666666667,0 diff --git a/tests/data/processed/features/mtz_frequency/android/phone_applications_foreground.csv b/tests/data/processed/features/mtz_frequency/android/phone_applications_foreground.csv index 4eb3e6ce..d88c0826 100644 --- a/tests/data/processed/features/mtz_frequency/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_frequency/android/phone_applications_foreground.csv @@ -1,65 +1,65 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube" -"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,55,55,0.693147180559945,2,55,55,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59","thirtyminutes0002","2020-03-08 01:00:00","2020-03-08 01:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,70,73,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,70,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0003#2020-11-01 01:30:00,2020-11-01 01:59:59","thirtyminutes0003","2020-11-01 01:30:00","2020-11-01 01:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,115,115,0.693147180559945,2,115,115,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59","thirtyminutes0004","2020-11-01 02:00:00","2020-11-01 02:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,130,133,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,130,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,778,778,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,778,778,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",3,0.15,2.6833,1.0111,3.0333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,890,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,890,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",3,0.15,2.6833,1.0111,3.0333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,890,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,890,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1 -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1133,1136,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1133,1133,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1133,1136,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1133,1133,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1267,1.27703425946614,7,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1266,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1267,1.27703425946614,7,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1266,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",2,0.08335,6.91656666666667,3.49995833333333,6.99991666666667,0,NA,NA,NA,NA,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,NA,NA,NA,NA,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",1,0.08335,0.08335,0.08335,0.08335,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments" +"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,55,55,0.693147180559945,2,55,55,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59","thirtyminutes0002","2020-03-08 01:00:00","2020-03-08 01:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,70,73,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,70,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0003#2020-11-01 01:30:00,2020-11-01 01:59:59","thirtyminutes0003","2020-11-01 01:30:00","2020-11-01 01:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,115,0.693147180559945,2,115,115,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59","thirtyminutes0004","2020-11-01 02:00:00","2020-11-01 02:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130,133,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,130,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,0,0,0,0,0,0,0,0,0,1,24.8265,24.8265,24.8265,24.8265,0,0,0,0,0,0,0,0,0,0,1,24.8265,24.8265,24.8265,24.8265,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,0,0,0,0,0,0,0,0,0,1,24.8265,24.8265,24.8265,24.8265,0,0,0,0,0,0,0,0,0,0,1,24.8265,24.8265,24.8265,24.8265,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,0,0,0,0,0,0,0,0,0,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,0,0,0,0,0,0,0,0,0,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,0,0,0,0,0,0,0,0,0,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,0,0,0,0,0,0,0,0,0,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,0,0,0,0,0,0,0,0,0,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,0,0,0,0,0,0,0,0,0,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,0,0,0,0,0,0,0,0,0,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,0,0,0,0,0,0,0,0,0,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,778,778,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,778,778,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",3,0.15,2.6833,1.0111,3.0333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,888,890,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,890,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",3,0.15,2.6833,1.0111,3.0333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,888,890,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,890,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,0,0,0,0,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,0,0,0,0,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,0,0,0,0,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,0,0,0,0,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1133,1136,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1133,1133,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1133,1136,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1133,1133,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,0,0,0,0,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0,1241,1241,0,1,NA,NA,NA,0 +"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,0,0,0,0,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0,1241,1241,0,1,NA,NA,NA,0 +"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1265,1267,1.27703425946614,7,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1266,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1265,1267,1.27703425946614,7,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1266,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",2,0.08335,6.91656666666667,3.49995833333333,6.99991666666667,0,0,0,0,0,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,0,0,0,0,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",1,0.08335,0.08335,0.08335,0.08335,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 diff --git a/tests/data/processed/features/mtz_frequency/android/phone_calls.csv b/tests/data/processed/features/mtz_frequency/android/phone_calls.csv index 53868ee5..255ea471 100644 --- a/tests/data/processed/features/mtz_frequency/android/phone_calls.csv +++ b/tests/data/processed/features/mtz_frequency/android/phone_calls.csv @@ -1,125 +1,125 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_calls_rapids_missed_count","phone_calls_rapids_missed_distinctcontacts","phone_calls_rapids_missed_timefirstcall","phone_calls_rapids_missed_timelastcall","phone_calls_rapids_missed_countmostfrequentcontact","phone_calls_rapids_incoming_count","phone_calls_rapids_incoming_distinctcontacts","phone_calls_rapids_incoming_meanduration","phone_calls_rapids_incoming_sumduration","phone_calls_rapids_incoming_minduration","phone_calls_rapids_incoming_maxduration","phone_calls_rapids_incoming_stdduration","phone_calls_rapids_incoming_modeduration","phone_calls_rapids_incoming_entropyduration","phone_calls_rapids_incoming_timefirstcall","phone_calls_rapids_incoming_timelastcall","phone_calls_rapids_incoming_countmostfrequentcontact","phone_calls_rapids_outgoing_count","phone_calls_rapids_outgoing_distinctcontacts","phone_calls_rapids_outgoing_meanduration","phone_calls_rapids_outgoing_sumduration","phone_calls_rapids_outgoing_minduration","phone_calls_rapids_outgoing_maxduration","phone_calls_rapids_outgoing_stdduration","phone_calls_rapids_outgoing_modeduration","phone_calls_rapids_outgoing_entropyduration","phone_calls_rapids_outgoing_timefirstcall","phone_calls_rapids_outgoing_timelastcall","phone_calls_rapids_outgoing_countmostfrequentcontact" -"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",1,1,13,13,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",1,1,13,13,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",1,1,57,57,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0001#2020-10-30 00:30:00,2020-10-30 00:59:59","thirtyminutes0001","2020-10-30 00:30:00","2020-10-30 00:59:59",1,1,57,57,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",1,1,13,13,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",1,1,13,13,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",1,1,57,57,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0001#2020-10-30 00:30:00,2020-10-30 00:59:59","thirtyminutes0001","2020-10-30 00:30:00","2020-10-30 00:59:59",1,1,57,57,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0,0,NA,NA,0,1,1,439,439,439,439,NA,439,0,163,163,1,1,1,462.999,462.999,462.999,462.999,NA,462.999,0,172,172,1 "thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",0,0,NA,NA,0,1,1,439,439,439,439,NA,439,0,163,163,1,1,1,462.999,462.999,462.999,462.999,NA,462.999,0,172,172,1 -"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",1,1,198,198,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",1,1,198,198,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0007#2020-03-08 03:30:00,2020-03-08 03:59:59","thirtyminutes0007","2020-03-08 03:30:00","2020-03-08 03:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,237,237,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0007#2020-11-01 03:30:00,2020-11-01 03:59:59","thirtyminutes0007","2020-11-01 03:30:00","2020-11-01 03:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,237,237,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-03-06 04:00:00,2020-03-06 04:29:59","thirtyminutes0008","2020-03-06 04:00:00","2020-03-06 04:29:59",1,1,257,257,1,1,1,737.999,737.999,737.999,737.999,NA,737.999,0,257,257,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-03-08 04:00:00,2020-03-08 04:29:59","thirtyminutes0008","2020-03-08 04:00:00","2020-03-08 04:29:59",0,0,NA,NA,0,1,1,815,815,815,815,NA,815,0,240,240,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 -"thirtyminutes0008#2020-10-30 04:00:00,2020-10-30 04:29:59","thirtyminutes0008","2020-10-30 04:00:00","2020-10-30 04:29:59",1,1,257,257,1,1,1,737.999,737.999,737.999,737.999,NA,737.999,0,257,257,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-11-01 04:00:00,2020-11-01 04:29:59","thirtyminutes0008","2020-11-01 04:00:00","2020-11-01 04:29:59",0,0,NA,NA,0,1,1,815,815,815,815,NA,815,0,240,240,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 -"thirtyminutes0009#2020-03-06 04:30:00,2020-03-06 04:59:59","thirtyminutes0009","2020-03-06 04:30:00","2020-03-06 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 +"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",1,1,198,198,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 +"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",1,1,198,198,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0007#2020-03-08 03:30:00,2020-03-08 03:59:59","thirtyminutes0007","2020-03-08 03:30:00","2020-03-08 03:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,237,237,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0007#2020-11-01 03:30:00,2020-11-01 03:59:59","thirtyminutes0007","2020-11-01 03:30:00","2020-11-01 03:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,237,237,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-03-06 04:00:00,2020-03-06 04:29:59","thirtyminutes0008","2020-03-06 04:00:00","2020-03-06 04:29:59",1,1,257,257,1,1,1,737.999,737.999,737.999,737.999,NA,737.999,0,257,257,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-03-08 04:00:00,2020-03-08 04:29:59","thirtyminutes0008","2020-03-08 04:00:00","2020-03-08 04:29:59",0,0,NA,NA,0,1,1,815,815,815,815,NA,815,0,240,240,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 +"thirtyminutes0008#2020-10-30 04:00:00,2020-10-30 04:29:59","thirtyminutes0008","2020-10-30 04:00:00","2020-10-30 04:29:59",1,1,257,257,1,1,1,737.999,737.999,737.999,737.999,NA,737.999,0,257,257,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-11-01 04:00:00,2020-11-01 04:29:59","thirtyminutes0008","2020-11-01 04:00:00","2020-11-01 04:29:59",0,0,NA,NA,0,1,1,815,815,815,815,NA,815,0,240,240,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 +"thirtyminutes0009#2020-03-06 04:30:00,2020-03-06 04:59:59","thirtyminutes0009","2020-03-06 04:30:00","2020-03-06 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0009#2020-03-09 04:30:00,2020-03-09 04:59:59","thirtyminutes0009","2020-03-09 04:30:00","2020-03-09 04:59:59",0,0,NA,NA,0,1,1,427,427,427,427,NA,427,0,278,278,0,1,1,25,25,25,25,NA,25,0,270,270,1 -"thirtyminutes0009#2020-10-30 04:30:00,2020-10-30 04:59:59","thirtyminutes0009","2020-10-30 04:30:00","2020-10-30 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0009#2020-10-30 04:30:00,2020-10-30 04:59:59","thirtyminutes0009","2020-10-30 04:30:00","2020-10-30 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0009#2020-11-02 04:30:00,2020-11-02 04:59:59","thirtyminutes0009","2020-11-02 04:30:00","2020-11-02 04:59:59",0,0,NA,NA,0,1,1,427,427,427,427,NA,427,0,278,278,0,1,1,25,25,25,25,NA,25,0,270,270,1 -"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 -"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 -"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 -"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 -"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 -"thirtyminutes0014#2020-03-07 07:00:00,2020-03-07 07:29:59","thirtyminutes0014","2020-03-07 07:00:00","2020-03-07 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 -"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 -"thirtyminutes0014#2020-10-31 07:00:00,2020-10-31 07:29:59","thirtyminutes0014","2020-10-31 07:00:00","2020-10-31 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 +"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 +"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 +"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 +"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 +"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 +"thirtyminutes0014#2020-03-07 07:00:00,2020-03-07 07:29:59","thirtyminutes0014","2020-03-07 07:00:00","2020-03-07 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 +"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 +"thirtyminutes0014#2020-10-31 07:00:00,2020-10-31 07:29:59","thirtyminutes0014","2020-10-31 07:00:00","2020-10-31 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 "thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",0,0,NA,NA,0,1,1,667,667,667,667,NA,667,0,519,519,1,1,1,1060,1060,1060,1060,NA,1060,0,512,512,1 "thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",0,0,NA,NA,0,1,1,667,667,667,667,NA,667,0,519,519,1,1,1,179.999,179.999,179.999,179.999,NA,179.999,0,512,512,1 -"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",1,1,528,528,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",1,1,528,528,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",0,0,NA,NA,0,1,1,667,667,667,667,NA,667,0,519,519,1,1,1,1060,1060,1060,1060,NA,1060,0,512,512,1 "thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",0,0,NA,NA,0,1,1,667,667,667,667,NA,667,0,519,519,1,1,1,179.999,179.999,179.999,179.999,NA,179.999,0,512,512,1 -"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",1,1,528,528,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0018#2020-03-09 09:00:00,2020-03-09 09:29:59","thirtyminutes0018","2020-03-09 09:00:00","2020-03-09 09:29:59",1,1,541,541,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,709.999,709.999,709.999,709.999,NA,709.999,0,558,558,1 -"thirtyminutes0018#2020-11-02 09:00:00,2020-11-02 09:29:59","thirtyminutes0018","2020-11-02 09:00:00","2020-11-02 09:29:59",1,1,541,541,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,709.999,709.999,709.999,709.999,NA,709.999,0,558,558,1 -"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,1,589,589,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",1,1,589,589,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0019#2020-03-09 09:30:00,2020-03-09 09:59:59","thirtyminutes0019","2020-03-09 09:30:00","2020-03-09 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,394,394,394,394,NA,394,0,570,570,1 -"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,1,589,589,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",1,1,589,589,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0019#2020-11-02 09:30:00,2020-11-02 09:59:59","thirtyminutes0019","2020-11-02 09:30:00","2020-11-02 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,394,394,394,394,NA,394,0,570,570,1 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 -"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 -"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,623,623,623,623,NA,623,0,692,692,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 -"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 -"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,623,623,623,623,NA,623,0,692,692,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0,0,NA,NA,0,1,1,1023,1023,1023,1023,NA,1023,0,724,724,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0,0,NA,NA,0,1,1,1023,1023,1023,1023,NA,1023,0,724,724,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",0,0,NA,NA,0,2,2,550.9995,1101.999,48.999,1053,709.935915418075,1053,0.182333206933611,753,779,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-03-08 12:30:00,2020-03-08 12:59:59","thirtyminutes0025","2020-03-08 12:30:00","2020-03-08 12:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,769,769,1 -"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",0,0,NA,NA,0,2,2,550.9995,1101.999,48.999,1053,709.935915418075,1053,0.182333206933611,753,779,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-11-01 12:30:00,2020-11-01 12:59:59","thirtyminutes0025","2020-11-01 12:30:00","2020-11-01 12:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,769,769,1 -"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",0,0,NA,NA,0,1,1,613,613,613,613,NA,613,0,780,780,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",0,0,NA,NA,0,1,1,613,613,613,613,NA,613,0,780,780,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 -"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,1,874,874,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1262,1262,1262,1262,NA,1262,0,870,870,1 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,1,874,874,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1262,1262,1262,1262,NA,1262,0,870,870,1 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0,0,NA,NA,0,1,1,213,213,213,213,NA,213,0,921,921,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0,0,NA,NA,0,1,1,213,213,213,213,NA,213,0,921,921,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",1,1,528,528,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0018#2020-03-09 09:00:00,2020-03-09 09:29:59","thirtyminutes0018","2020-03-09 09:00:00","2020-03-09 09:29:59",1,1,541,541,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,709.999,709.999,709.999,709.999,NA,709.999,0,558,558,1 +"thirtyminutes0018#2020-11-02 09:00:00,2020-11-02 09:29:59","thirtyminutes0018","2020-11-02 09:00:00","2020-11-02 09:29:59",1,1,541,541,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,709.999,709.999,709.999,709.999,NA,709.999,0,558,558,1 +"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,1,589,589,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",1,1,589,589,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-03-09 09:30:00,2020-03-09 09:59:59","thirtyminutes0019","2020-03-09 09:30:00","2020-03-09 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,394,394,394,394,NA,394,0,570,570,1 +"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,1,589,589,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",1,1,589,589,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-11-02 09:30:00,2020-11-02 09:59:59","thirtyminutes0019","2020-11-02 09:30:00","2020-11-02 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,394,394,394,394,NA,394,0,570,570,1 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 +"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 +"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,623,623,623,623,NA,623,0,692,692,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 +"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 +"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,623,623,623,623,NA,623,0,692,692,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0,0,NA,NA,0,1,1,1023,1023,1023,1023,NA,1023,0,724,724,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0,0,NA,NA,0,1,1,1023,1023,1023,1023,NA,1023,0,724,724,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",0,0,NA,NA,0,2,2,550.9995,1101.999,48.999,1053,709.935915418075,1053,0.182333206933611,753,779,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-08 12:30:00,2020-03-08 12:59:59","thirtyminutes0025","2020-03-08 12:30:00","2020-03-08 12:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,769,769,1 +"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",0,0,NA,NA,0,2,2,550.9995,1101.999,48.999,1053,709.935915418075,1053,0.182333206933611,753,779,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-11-01 12:30:00,2020-11-01 12:59:59","thirtyminutes0025","2020-11-01 12:30:00","2020-11-01 12:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,769,769,1 +"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",0,0,NA,NA,0,1,1,613,613,613,613,NA,613,0,780,780,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",0,0,NA,NA,0,1,1,613,613,613,613,NA,613,0,780,780,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 +"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 +"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,1,874,874,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1262,1262,1262,1262,NA,1262,0,870,870,1 +"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,1,874,874,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1262,1262,1262,1262,NA,1262,0,870,870,1 +"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0,0,NA,NA,0,1,1,213,213,213,213,NA,213,0,921,921,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0,0,NA,NA,0,1,1,213,213,213,213,NA,213,0,921,921,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1,1,987,987,1,1,1,557,557,557,557,NA,557,0,964,964,1,1,1,801.999,801.999,801.999,801.999,NA,801.999,0,976,976,1 "thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1,1,987,987,1,1,1,557,557,557,557,NA,557,0,964,964,1,1,1,801.999,801.999,801.999,801.999,NA,801.999,0,976,976,1 -"thirtyminutes0033#2020-03-07 16:30:00,2020-03-07 16:59:59","thirtyminutes0033","2020-03-07 16:30:00","2020-03-07 16:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,990,990,1 -"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",1,1,1008,1008,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0033#2020-10-31 16:30:00,2020-10-31 16:59:59","thirtyminutes0033","2020-10-31 16:30:00","2020-10-31 16:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,990,990,1 -"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",1,1,1008,1008,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0034#2020-03-07 17:00:00,2020-03-07 17:29:59","thirtyminutes0034","2020-03-07 17:00:00","2020-03-07 17:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1034,1034,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0034#2020-10-31 17:00:00,2020-10-31 17:29:59","thirtyminutes0034","2020-10-31 17:00:00","2020-10-31 17:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1034,1034,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1186,1186,1186,1186,NA,1186,0,1051,1051,1 -"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1050,1050,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0035#2020-03-09 17:30:00,2020-03-09 17:59:59","thirtyminutes0035","2020-03-09 17:30:00","2020-03-09 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,1075,1075,0 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1186,1186,1186,1186,NA,1186,0,1051,1051,1 -"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1050,1050,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,1075,1075,0 -"thirtyminutes0036#2020-03-07 18:00:00,2020-03-07 18:29:59","thirtyminutes0036","2020-03-07 18:00:00","2020-03-07 18:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1097,1097,1 -"thirtyminutes0036#2020-03-08 18:00:00,2020-03-08 18:29:59","thirtyminutes0036","2020-03-08 18:00:00","2020-03-08 18:29:59",1,1,1101,1101,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0036#2020-10-31 18:00:00,2020-10-31 18:29:59","thirtyminutes0036","2020-10-31 18:00:00","2020-10-31 18:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1097,1097,1 -"thirtyminutes0036#2020-11-01 18:00:00,2020-11-01 18:29:59","thirtyminutes0036","2020-11-01 18:00:00","2020-11-01 18:29:59",1,1,1101,1101,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1110,1110,1 -"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1110,1110,1 +"thirtyminutes0033#2020-03-07 16:30:00,2020-03-07 16:59:59","thirtyminutes0033","2020-03-07 16:30:00","2020-03-07 16:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,990,990,1 +"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",1,1,1008,1008,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0033#2020-10-31 16:30:00,2020-10-31 16:59:59","thirtyminutes0033","2020-10-31 16:30:00","2020-10-31 16:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,990,990,1 +"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",1,1,1008,1008,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0034#2020-03-07 17:00:00,2020-03-07 17:29:59","thirtyminutes0034","2020-03-07 17:00:00","2020-03-07 17:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1034,1034,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0034#2020-10-31 17:00:00,2020-10-31 17:29:59","thirtyminutes0034","2020-10-31 17:00:00","2020-10-31 17:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1034,1034,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1186,1186,1186,1186,NA,1186,0,1051,1051,1 +"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1050,1050,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0035#2020-03-09 17:30:00,2020-03-09 17:59:59","thirtyminutes0035","2020-03-09 17:30:00","2020-03-09 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,1075,1075,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1186,1186,1186,1186,NA,1186,0,1051,1051,1 +"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1050,1050,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,1075,1075,0 +"thirtyminutes0036#2020-03-07 18:00:00,2020-03-07 18:29:59","thirtyminutes0036","2020-03-07 18:00:00","2020-03-07 18:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1097,1097,1 +"thirtyminutes0036#2020-03-08 18:00:00,2020-03-08 18:29:59","thirtyminutes0036","2020-03-08 18:00:00","2020-03-08 18:29:59",1,1,1101,1101,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0036#2020-10-31 18:00:00,2020-10-31 18:29:59","thirtyminutes0036","2020-10-31 18:00:00","2020-10-31 18:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1097,1097,1 +"thirtyminutes0036#2020-11-01 18:00:00,2020-11-01 18:29:59","thirtyminutes0036","2020-11-01 18:00:00","2020-11-01 18:29:59",1,1,1101,1101,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1110,1110,1 +"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1110,1110,1 "thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",1,1,1167,1167,1,1,1,1157,1157,1157,1157,NA,1157,0,1144,1144,1,1,1,801.999,801.999,801.999,801.999,NA,801.999,0,1156,1156,1 -"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1151,1151,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0038#2020-03-09 19:00:00,2020-03-09 19:29:59","thirtyminutes0038","2020-03-09 19:00:00","2020-03-09 19:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1166,1166,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1151,1151,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0038#2020-03-09 19:00:00,2020-03-09 19:29:59","thirtyminutes0038","2020-03-09 19:00:00","2020-03-09 19:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1166,1166,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",1,1,1167,1167,1,1,1,1157,1157,1157,1157,NA,1157,0,1144,1144,1,1,1,801.999,801.999,801.999,801.999,NA,801.999,0,1156,1156,1 -"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1151,1151,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0038#2020-11-02 19:00:00,2020-11-02 19:29:59","thirtyminutes0038","2020-11-02 19:00:00","2020-11-02 19:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1166,1166,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 -"thirtyminutes0039#2020-03-07 19:30:00,2020-03-07 19:59:59","thirtyminutes0039","2020-03-07 19:30:00","2020-03-07 19:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1170,1170,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0,0,NA,NA,0,1,1,128,128,128,128,NA,128,0,1177,1177,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-03-09 19:30:00,2020-03-09 19:59:59","thirtyminutes0039","2020-03-09 19:30:00","2020-03-09 19:59:59",0,0,NA,NA,0,1,1,262,262,262,262,NA,262,0,1170,1170,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 -"thirtyminutes0039#2020-10-31 19:30:00,2020-10-31 19:59:59","thirtyminutes0039","2020-10-31 19:30:00","2020-10-31 19:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1170,1170,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0,0,NA,NA,0,1,1,128,128,128,128,NA,128,0,1177,1177,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-11-02 19:30:00,2020-11-02 19:59:59","thirtyminutes0039","2020-11-02 19:30:00","2020-11-02 19:59:59",0,0,NA,NA,0,1,1,262,262,262,262,NA,262,0,1170,1170,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 +"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1151,1151,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0038#2020-11-02 19:00:00,2020-11-02 19:29:59","thirtyminutes0038","2020-11-02 19:00:00","2020-11-02 19:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1166,1166,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 +"thirtyminutes0039#2020-03-07 19:30:00,2020-03-07 19:59:59","thirtyminutes0039","2020-03-07 19:30:00","2020-03-07 19:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1170,1170,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0,0,NA,NA,0,1,1,128,128,128,128,NA,128,0,1177,1177,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-03-09 19:30:00,2020-03-09 19:59:59","thirtyminutes0039","2020-03-09 19:30:00","2020-03-09 19:59:59",0,0,NA,NA,0,1,1,262,262,262,262,NA,262,0,1170,1170,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 +"thirtyminutes0039#2020-10-31 19:30:00,2020-10-31 19:59:59","thirtyminutes0039","2020-10-31 19:30:00","2020-10-31 19:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1170,1170,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0,0,NA,NA,0,1,1,128,128,128,128,NA,128,0,1177,1177,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-11-02 19:30:00,2020-11-02 19:59:59","thirtyminutes0039","2020-11-02 19:30:00","2020-11-02 19:59:59",0,0,NA,NA,0,1,1,262,262,262,262,NA,262,0,1170,1170,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 "thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",1,1,1283,1283,1,1,1,315,315,315,315,NA,315,0,1275,1275,1,1,1,232,232,232,232,NA,232,0,1282,1282,0 -"thirtyminutes0042#2020-03-08 21:00:00,2020-03-08 21:29:59","thirtyminutes0042","2020-03-08 21:00:00","2020-03-08 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,469.999,469.999,469.999,469.999,NA,469.999,0,1282,1282,0 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 +"thirtyminutes0042#2020-03-08 21:00:00,2020-03-08 21:29:59","thirtyminutes0042","2020-03-08 21:00:00","2020-03-08 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,469.999,469.999,469.999,469.999,NA,469.999,0,1282,1282,0 +"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 "thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",1,1,1283,1283,1,1,1,315,315,315,315,NA,315,0,1275,1275,1,1,1,232,232,232,232,NA,232,0,1282,1282,0 -"thirtyminutes0042#2020-11-01 21:00:00,2020-11-01 21:29:59","thirtyminutes0042","2020-11-01 21:00:00","2020-11-01 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,469.999,469.999,469.999,469.999,NA,469.999,0,1282,1282,0 -"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 -"thirtyminutes0043#2020-03-08 21:30:00,2020-03-08 21:59:59","thirtyminutes0043","2020-03-08 21:30:00","2020-03-08 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,102,102,102,102,NA,102,0,1290,1290,0 -"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 -"thirtyminutes0043#2020-11-01 21:30:00,2020-11-01 21:59:59","thirtyminutes0043","2020-11-01 21:30:00","2020-11-01 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,102,102,102,102,NA,102,0,1290,1290,0 -"thirtyminutes0044#2020-03-06 22:00:00,2020-03-06 22:29:59","thirtyminutes0044","2020-03-06 22:00:00","2020-03-06 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-10-30 22:00:00,2020-10-30 22:29:59","thirtyminutes0044","2020-10-30 22:00:00","2020-10-30 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-03-06 22:30:00,2020-03-06 22:59:59","thirtyminutes0045","2020-03-06 22:30:00","2020-03-06 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-10-30 22:30:00,2020-10-30 22:59:59","thirtyminutes0045","2020-10-30 22:30:00","2020-10-30 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0042#2020-11-01 21:00:00,2020-11-01 21:29:59","thirtyminutes0042","2020-11-01 21:00:00","2020-11-01 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,469.999,469.999,469.999,469.999,NA,469.999,0,1282,1282,0 +"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 +"thirtyminutes0043#2020-03-08 21:30:00,2020-03-08 21:59:59","thirtyminutes0043","2020-03-08 21:30:00","2020-03-08 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,102,102,102,102,NA,102,0,1290,1290,0 +"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 +"thirtyminutes0043#2020-11-01 21:30:00,2020-11-01 21:59:59","thirtyminutes0043","2020-11-01 21:30:00","2020-11-01 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,102,102,102,102,NA,102,0,1290,1290,0 +"thirtyminutes0044#2020-03-06 22:00:00,2020-03-06 22:29:59","thirtyminutes0044","2020-03-06 22:00:00","2020-03-06 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-10-30 22:00:00,2020-10-30 22:29:59","thirtyminutes0044","2020-10-30 22:00:00","2020-10-30 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-03-06 22:30:00,2020-03-06 22:59:59","thirtyminutes0045","2020-03-06 22:30:00","2020-03-06 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-10-30 22:30:00,2020-10-30 22:59:59","thirtyminutes0045","2020-10-30 22:30:00","2020-10-30 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 diff --git a/tests/data/processed/features/mtz_frequency/android/phone_conversation.csv b/tests/data/processed/features/mtz_frequency/android/phone_conversation.csv index 10b7e5db..4871904c 100644 --- a/tests/data/processed/features/mtz_frequency/android/phone_conversation.csv +++ b/tests/data/processed/features/mtz_frequency/android/phone_conversation.csv @@ -1,55 +1,55 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_conversation_rapids_voicemaxenergy","phone_conversation_rapids_voiceexpectedfraction","phone_conversation_rapids_noisesdenergy","phone_conversation_rapids_silenceexpectedfraction","phone_conversation_rapids_noiseexpectedfraction","phone_conversation_rapids_unknownsensedfraction","phone_conversation_rapids_voiceminenergy","phone_conversation_rapids_noisesumenergy","phone_conversation_rapids_timefirstconversation","phone_conversation_rapids_minutessilence","phone_conversation_rapids_voicesumenergy","phone_conversation_rapids_voicesensedfraction","phone_conversation_rapids_minutesunknown","phone_conversation_rapids_noiseminenergy","phone_conversation_rapids_unknownexpectedfraction","phone_conversation_rapids_countconversation","phone_conversation_rapids_noisemaxenergy","phone_conversation_rapids_noiseavgenergy","phone_conversation_rapids_minutesvoice","phone_conversation_rapids_silencesensedfraction","phone_conversation_rapids_timelastconversation","phone_conversation_rapids_voiceavgenergy","phone_conversation_rapids_noisesensedfraction","phone_conversation_rapids_avgconversationduration","phone_conversation_rapids_minconversationduration","phone_conversation_rapids_voicesdenergy","phone_conversation_rapids_minutesnoise","phone_conversation_rapids_maxconversationduration","phone_conversation_rapids_sdconversationduration","phone_conversation_rapids_sumconversationduration" -"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",4981,0.0244444580246989,3611.99537094887,0.00666667037037243,0.0911111617284232,0.0677966101694915,61,254984,73,0.05,29248,0.186440677966102,0.0666666666666667,559,0.00888889382716324,1,11769,6219.12195121951,0.183333333333333,0.0508474576271186,73,2658.90909090909,0.694915254237288,0.718016664187113,0.718016664187113,1686.32716010538,0.683333333333333,0.718016664187113,NA,0.718016664187113 -"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",4981,0.0244444580246989,3611.99537094887,0.00666667037037243,0.0911111617284232,0.0677966101694915,61,254984,73,0.05,29248,0.186440677966102,0.0666666666666667,559,0.00888889382716324,1,11769,6219.12195121951,0.183333333333333,0.0508474576271186,73,2658.90909090909,0.694915254237288,1666.66666666667,1666.66666666667,1686.32716010538,0.683333333333333,1666.66666666667,NA,1666.66666666667 -"thirtyminutes0002#2020-03-09 01:00:00,2020-03-09 01:29:59","thirtyminutes0002","2020-03-09 01:00:00","2020-03-09 01:29:59",5859,0.0800000444444691,3538.5841001422,0.0177777876543265,0.27555570864206,0.0614525139664804,69,738382,77,0.133333333333333,116954,0.201117318435754,0.183333333333333,267,0.0244444580246989,1,11967,5954.6935483871,0.6,0.0446927374301676,77,3248.72222222222,0.692737430167598,2.28333333333333,2.28333333333333,1789.91462862835,2.06666666666667,2.28333333333333,NA,2.28333333333333 -"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",4981,0.0244444580246989,3611.99537094887,0.00666667037037243,0.0911111617284232,0.0677966101694915,61,254984,73,0.05,29248,0.186440677966102,0.0666666666666667,559,0.00888889382716324,1,11769,6219.12195121951,0.183333333333333,0.0508474576271186,73,2658.90909090909,0.694915254237288,0.718016664187113,0.718016664187113,1686.32716010538,0.683333333333333,0.718016664187113,NA,0.718016664187113 -"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",4981,0.0244444580246989,3611.99537094887,0.00666667037037243,0.0911111617284232,0.0677966101694915,61,254984,73,0.05,29248,0.186440677966102,0.0666666666666667,559,0.00888889382716324,1,11769,6219.12195121951,0.183333333333333,0.0508474576271186,73,2658.90909090909,0.694915254237288,1666.66666666667,1666.66666666667,1686.32716010538,0.683333333333333,1666.66666666667,NA,1666.66666666667 -"thirtyminutes0002#2020-11-02 01:00:00,2020-11-02 01:29:59","thirtyminutes0002","2020-11-02 01:00:00","2020-11-02 01:29:59",5859,0.0800000444444691,3538.5841001422,0.0177777876543265,0.27555570864206,0.0614525139664804,69,738382,77,0.133333333333333,116954,0.201117318435754,0.183333333333333,267,0.0244444580246989,1,11967,5954.6935483871,0.6,0.0446927374301676,77,3248.72222222222,0.692737430167598,2.28333333333333,2.28333333333333,1789.91462862835,2.06666666666667,2.28333333333333,NA,2.28333333333333 -"thirtyminutes0006#2020-03-08 03:00:00,2020-03-08 03:29:59","thirtyminutes0006","2020-03-08 03:00:00","2020-03-08 03:29:59",5755,0.0711111506173059,3780.64082011366,0.0244444580246989,0.277777932098851,0.0666666666666667,241,761172,NA,0.183333333333333,102083,0.177777777777778,0.2,32,0.0266666814814897,NA,11986,6089.376,0.533333333333333,0.0611111111111111,NA,3190.09375,0.694444444444445,NA,NA,1794.397668001,2.08333333333333,0,NA,0 -"thirtyminutes0006#2020-11-01 03:00:00,2020-11-01 03:29:59","thirtyminutes0006","2020-11-01 03:00:00","2020-11-01 03:29:59",5755,0.0711111506173059,3780.64082011366,0.0244444580246989,0.277777932098851,0.0666666666666667,241,761172,NA,0.183333333333333,102083,0.177777777777778,0.2,32,0.0266666814814897,NA,11986,6089.376,0.533333333333333,0.0611111111111111,NA,3190.09375,0.694444444444445,NA,NA,1794.397668001,2.08333333333333,0,NA,0 -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",5914,0.122222290123495,3479.48376517021,0.0266666814814897,0.468889149382861,0.0702341137123746,159,1375453,359,0.2,158276,0.183946488294314,0.35,50,0.046666692592607,1,11958,6518.7345971564,0.916666666666667,0.040133779264214,359,2877.74545454545,0.705685618729097,10.0464333335559,10.0464333335559,1828.46456753952,3.51666666666667,10.0464333335559,NA,10.0464333335559 -"thirtyminutes0011#2020-03-07 05:30:00,2020-03-07 05:59:59","thirtyminutes0011","2020-03-07 05:30:00","2020-03-07 05:59:59",5914,0.0733333740740967,3404.5491974115,0.0200000111111173,0.282222379012433,0.0558659217877095,267,843439,359,0.15,95430,0.184357541899441,0.166666666666667,79,0.0222222345679081,1,11931,6641.25196850394,0.55,0.0502793296089385,359,2891.81818181818,0.709497206703911,10.05,10.05,1835.10548836003,2.11666666666667,10.05,NA,10.05 -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",5914,0.122222290123495,3479.48376517021,0.0266666814814897,0.468889149382861,0.0702341137123746,159,1375453,359,0.2,158276,0.183946488294314,0.35,50,0.046666692592607,1,11958,6518.7345971564,0.916666666666667,0.040133779264214,359,2877.74545454545,0.705685618729097,10.0464333335559,10.0464333335559,1828.46456753952,3.51666666666667,10.0464333335559,NA,10.0464333335559 -"thirtyminutes0011#2020-10-31 05:30:00,2020-10-31 05:59:59","thirtyminutes0011","2020-10-31 05:30:00","2020-10-31 05:59:59",5914,0.0733333740740967,3404.5491974115,0.0200000111111173,0.282222379012433,0.0558659217877095,267,843439,359,0.15,95430,0.184357541899441,0.166666666666667,79,0.0222222345679081,1,11931,6641.25196850394,0.55,0.0502793296089385,359,2891.81818181818,0.709497206703911,10.05,10.05,1835.10548836003,2.11666666666667,10.05,NA,10.05 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",5494,0.0177777876543265,3486.62605971776,0.00222222345679081,0.0733333740740967,0.0454545454545455,18,205237,NA,0.0166666666666667,18261,0.181818181818182,0.0333333333333333,470,0.00444444691358162,NA,11468,6219.30303030303,0.133333333333333,0.0227272727272727,NA,2282.625,0.75,NA,NA,1954.05621629179,0.55,0,NA,0 -"thirtyminutes0012#2020-03-07 06:00:00,2020-03-07 06:29:59","thirtyminutes0012","2020-03-07 06:00:00","2020-03-07 06:29:59",5494,0.0177777876543265,3486.62605971776,0.00222222345679081,0.0733333740740967,0.0454545454545455,18,205237,NA,0.0166666666666667,18261,0.181818181818182,0.0333333333333333,470,0.00444444691358162,NA,11468,6219.30303030303,0.133333333333333,0.0227272727272727,NA,2282.625,0.75,NA,NA,1954.05621629179,0.55,0,NA,0 -"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",5858,0.128888960493867,3654.61971833146,0.046666692592607,0.475555819753233,0.0608974358974359,241,1329661,NA,0.35,193236,0.185897435897436,0.316666666666667,32,0.0422222456790254,NA,11986,6213.36915887851,0.966666666666667,0.0673076923076923,NA,3331.65517241379,0.685897435897436,NA,NA,1766.04139102042,3.56666666666667,0,NA,0 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",5494,0.0177777876543265,3486.62605971776,0.00222222345679081,0.0733333740740967,0.0454545454545455,18,205237,NA,0.0166666666666667,18261,0.181818181818182,0.0333333333333333,470,0.00444444691358162,NA,11468,6219.30303030303,0.133333333333333,0.0227272727272727,NA,2282.625,0.75,NA,NA,1954.05621629179,0.55,0,NA,0 -"thirtyminutes0012#2020-10-31 06:00:00,2020-10-31 06:29:59","thirtyminutes0012","2020-10-31 06:00:00","2020-10-31 06:29:59",5494,0.0177777876543265,3486.62605971776,0.00222222345679081,0.0733333740740967,0.0454545454545455,18,205237,NA,0.0166666666666667,18261,0.181818181818182,0.0333333333333333,470,0.00444444691358162,NA,11468,6219.30303030303,0.133333333333333,0.0227272727272727,NA,2282.625,0.75,NA,NA,1954.05621629179,0.55,0,NA,0 -"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",5858,0.128888960493867,3654.61971833146,0.046666692592607,0.475555819753233,0.0608974358974359,241,1329661,NA,0.35,193236,0.185897435897436,0.316666666666667,32,0.0422222456790254,NA,11986,6213.36915887851,0.966666666666667,0.0673076923076923,NA,3331.65517241379,0.685897435897436,NA,NA,1766.04139102042,3.56666666666667,0,NA,0 -"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",5974,0.0711111506173059,3609.22901886686,0.0177777876543265,0.166666759259311,0.0336134453781513,648,459919,392,0.133333333333333,98678,0.26890756302521,0.0666666666666667,222,0.00888889382716324,1,11920,6132.25333333333,0.533333333333333,0.0672268907563025,392,3083.6875,0.630252100840336,1.33333333333333,1.33333333333333,1557.76443284144,1.25,1.33333333333333,NA,1.33333333333333 -"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",5974,0.0711111506173059,3609.22901886686,0.0177777876543265,0.166666759259311,0.0336134453781513,648,459919,392,0.133333333333333,98678,0.26890756302521,0.0666666666666667,222,0.00888889382716324,1,11920,6132.25333333333,0.533333333333333,0.0672268907563025,392,3083.6875,0.630252100840336,1.33333333333333,1.33333333333333,1557.76443284144,1.25,1.33333333333333,NA,1.33333333333333 -"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",5305,0.0333333518518621,3485.30422491981,0.00444444691358162,0.0911111617284232,0.0169491525423729,39,282076,539,0.0333333333333333,49970,0.254237288135593,0.0166666666666667,352,0.00222222345679081,1,11807,6879.90243902439,0.25,0.0338983050847458,539,3331.33333333333,0.694915254237288,2.63854999939601,2.63854999939601,1835.82486974683,0.683333333333333,2.63854999939601,NA,2.63854999939601 -"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",5305,0.0333333518518621,3485.30422491981,0.00444444691358162,0.0911111617284232,0.0169491525423729,39,282076,539,0.0333333333333333,49970,0.254237288135593,0.0166666666666667,352,0.00222222345679081,1,11807,6879.90243902439,0.25,0.0338983050847458,539,3331.33333333333,0.694915254237288,2.63854999939601,2.63854999939601,1835.82486974683,0.683333333333333,2.63854999939601,NA,2.63854999939601 -"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",5839,0.104444502469168,3361.1700745905,0.0377777987654438,0.237777909876617,0.0446927374301676,113,651511,588,0.283333333333333,147681,0.262569832402235,0.133333333333333,117,0.0177777876543265,1,11613,6088.88785046729,0.783333333333333,0.0949720670391061,588,3142.14893617021,0.597765363128492,2.21666666666667,2.21666666666667,1650.99227052576,1.78333333333333,2.21666666666667,NA,2.21666666666667 -"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",5839,0.104444502469168,3361.1700745905,0.0377777987654438,0.237777909876617,0.0446927374301676,113,651511,588,0.283333333333333,147681,0.262569832402235,0.133333333333333,117,0.0177777876543265,1,11613,6088.88785046729,0.783333333333333,0.0949720670391061,588,3142.14893617021,0.597765363128492,2.21666666666667,2.21666666666667,1650.99227052576,1.78333333333333,2.21666666666667,NA,2.21666666666667 -"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",5031,0.0444444691358162,3158.11819251611,0.0155555641975357,0.180000100000056,0.092436974789916,381,474758,656,0.116666666666667,63061,0.168067226890756,0.183333333333333,13,0.0244444580246989,1,11825,5861.20987654321,0.333333333333333,0.0588235294117647,656,3153.05,0.680672268907563,1.66509999831518,1.66509999831518,1392.35402617672,1.35,1.66509999831518,NA,1.66509999831518 -"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",5031,0.0444444691358162,3158.11819251611,0.0155555641975357,0.180000100000056,0.092436974789916,381,474758,656,0.116666666666667,63061,0.168067226890756,0.183333333333333,13,0.0244444580246989,1,11825,5861.20987654321,0.333333333333333,0.0588235294117647,656,3153.05,0.680672268907563,1.66509999831518,1.66509999831518,1392.35402617672,1.35,1.66509999831518,NA,1.66509999831518 -"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",5698,0.0755555975308875,3171.49771105479,0.0222222345679081,0.286666825926014,0.0335195530726257,152,781135,697,0.166666666666667,105592,0.189944134078212,0.1,228,0.0133333407407449,1,11822,6055.31007751938,0.566666666666667,0.0558659217877095,697,3105.64705882353,0.720670391061452,2.51666666666667,2.51666666666667,1584.74442796332,2.15,2.51666666666667,NA,2.51666666666667 -"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",5698,0.0755555975308875,3171.49771105479,0.0222222345679081,0.286666825926014,0.0335195530726257,152,781135,697,0.166666666666667,105592,0.189944134078212,0.1,228,0.0133333407407449,1,11822,6055.31007751938,0.566666666666667,0.0558659217877095,697,3105.64705882353,0.720670391061452,2.51666666666667,2.51666666666667,1584.74442796332,2.15,2.51666666666667,NA,2.51666666666667 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",5769,0.0866667148148416,3542.32880412442,0.0133333407407449,0.288889049382805,0.0277777777777778,18,775191,NA,0.1,127829,0.216666666666667,0.0833333333333333,29,0.011111117283954,NA,11960,5963.00769230769,0.65,0.0333333333333333,NA,3277.66666666667,0.722222222222222,NA,NA,1878.36515329762,2.16666666666667,0,NA,0 -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",5725,0.0622222567901427,3360.43147023957,0.0266666814814897,0.30222239012355,0.0222222222222222,26,829461,NA,0.2,70564,0.155555555555556,0.0666666666666667,41,0.00888889382716324,NA,11740,6098.97794117647,0.466666666666667,0.0666666666666667,NA,2520.14285714286,0.755555555555556,NA,NA,1499.05198966709,2.26666666666667,0,NA,0 -"thirtyminutes0024#2020-03-09 12:00:00,2020-03-09 12:29:59","thirtyminutes0024","2020-03-09 12:00:00","2020-03-09 12:29:59",5725,0.0444444691358162,3334.14120152182,0.0200000111111173,0.200000111111173,0.00833333333333333,52,569829,NA,0.15,57869,0.166666666666667,0.0166666666666667,538,0.00222222345679081,NA,11740,6331.43333333333,0.333333333333333,0.075,NA,2893.45,0.75,NA,NA,1474.51517366503,1.5,0,NA,0 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",5769,0.0866667148148416,3542.32880412442,0.0133333407407449,0.288889049382805,0.0277777777777778,18,775191,NA,0.1,127829,0.216666666666667,0.0833333333333333,29,0.011111117283954,NA,11960,5963.00769230769,0.65,0.0333333333333333,NA,3277.66666666667,0.722222222222222,NA,NA,1878.36515329762,2.16666666666667,0,NA,0 -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",5725,0.0622222567901427,3360.43147023957,0.0266666814814897,0.30222239012355,0.0222222222222222,26,829461,NA,0.2,70564,0.155555555555556,0.0666666666666667,41,0.00888889382716324,NA,11740,6098.97794117647,0.466666666666667,0.0666666666666667,NA,2520.14285714286,0.755555555555556,NA,NA,1499.05198966709,2.26666666666667,0,NA,0 -"thirtyminutes0024#2020-11-02 12:00:00,2020-11-02 12:29:59","thirtyminutes0024","2020-11-02 12:00:00","2020-11-02 12:29:59",5725,0.0444444691358162,3334.14120152182,0.0200000111111173,0.200000111111173,0.00833333333333333,52,569829,NA,0.15,57869,0.166666666666667,0.0166666666666667,538,0.00222222345679081,NA,11740,6331.43333333333,0.333333333333333,0.075,NA,2893.45,0.75,NA,NA,1474.51517366503,1.5,0,NA,0 -"thirtyminutes0027#2020-03-07 13:30:00,2020-03-07 13:59:59","thirtyminutes0027","2020-03-07 13:30:00","2020-03-07 13:59:59",5973,0.0755555975308875,3582.47817995912,0.0200000111111173,0.235555686419826,0.0509554140127388,397,653815,830,0.15,107647,0.21656050955414,0.133333333333333,173,0.0177777876543265,1,11849,6168.06603773585,0.566666666666667,0.0573248407643312,830,3166.08823529412,0.67515923566879,1.96666666666667,1.96666666666667,1862.66987214178,1.76666666666667,1.96666666666667,NA,1.96666666666667 -"thirtyminutes0027#2020-10-31 13:30:00,2020-10-31 13:59:59","thirtyminutes0027","2020-10-31 13:30:00","2020-10-31 13:59:59",5973,0.0755555975308875,3582.47817995912,0.0200000111111173,0.235555686419826,0.0509554140127388,397,653815,830,0.15,107647,0.21656050955414,0.133333333333333,173,0.0177777876543265,1,11849,6168.06603773585,0.566666666666667,0.0573248407643312,830,3166.08823529412,0.67515923566879,1.96666666666667,1.96666666666667,1862.66987214178,1.76666666666667,1.96666666666667,NA,1.96666666666667 -"thirtyminutes0033#2020-03-08 16:30:00,2020-03-08 16:59:59","thirtyminutes0033","2020-03-08 16:30:00","2020-03-08 16:59:59",5896,0.0600000333333519,3393.60065937523,0.00888889382716324,0.162222312345729,0.0630630630630631,266,416257,NA,0.0666666666666667,78328,0.243243243243243,0.116666666666667,130,0.0155555641975357,NA,11994,5702.15068493151,0.45,0.036036036036036,NA,2901.03703703704,0.657657657657658,NA,NA,1602.42608089401,1.21666666666667,0,NA,0 -"thirtyminutes0033#2020-11-01 16:30:00,2020-11-01 16:59:59","thirtyminutes0033","2020-11-01 16:30:00","2020-11-01 16:59:59",5896,0.0600000333333519,3393.60065937523,0.00888889382716324,0.162222312345729,0.0630630630630631,266,416257,NA,0.0666666666666667,78328,0.243243243243243,0.116666666666667,130,0.0155555641975357,NA,11994,5702.15068493151,0.45,0.036036036036036,NA,2901.03703703704,0.657657657657658,NA,NA,1602.42608089401,1.21666666666667,0,NA,0 -"thirtyminutes0034#2020-03-06 17:00:00,2020-03-06 17:29:59","thirtyminutes0034","2020-03-06 17:00:00","2020-03-06 17:29:59",5880,0.0888889382716324,3842.84937829441,0.0222222345679081,0.266666814814897,0.0502793296089385,53,727058,1032,0.166666666666667,117111,0.223463687150838,0.15,15,0.0200000111111173,1,11869,6058.81666666667,0.666666666666667,0.0558659217877095,1032,2927.775,0.670391061452514,3.96938333511353,3.96938333511353,1645.55094799155,2,3.96938333511353,NA,3.96938333511353 -"thirtyminutes0034#2020-03-07 17:00:00,2020-03-07 17:29:59","thirtyminutes0034","2020-03-07 17:00:00","2020-03-07 17:29:59",5801,0.0666667037037243,3468.7579061419,0.011111117283954,0.173333429629683,0.0504201680672269,116,505175,1024,0.0833333333333333,89106,0.252100840336134,0.1,255,0.0133333407407449,1,11958,6476.60256410256,0.5,0.0420168067226891,1024,2970.2,0.65546218487395,1.35,1.35,1714.36781149888,1.3,1.35,NA,1.35 -"thirtyminutes0034#2020-03-09 17:00:00,2020-03-09 17:29:59","thirtyminutes0034","2020-03-09 17:00:00","2020-03-09 17:29:59",5965,0.0511111395061886,3728.39862851838,0.0155555641975357,0.160000088888938,0.0555555555555556,61,429521,1022,0.116666666666667,81896,0.212962962962963,0.1,155,0.0133333407407449,1,11984,5965.56944444444,0.383333333333333,0.0648148148148148,1022,3560.69565217391,0.666666666666667,5.23333333333333,5.23333333333333,1939.29432889161,1.2,5.23333333333333,NA,5.23333333333333 -"thirtyminutes0034#2020-10-30 17:00:00,2020-10-30 17:29:59","thirtyminutes0034","2020-10-30 17:00:00","2020-10-30 17:29:59",5880,0.0888889382716324,3842.84937829441,0.0222222345679081,0.266666814814897,0.0502793296089385,53,727058,1032,0.166666666666667,117111,0.223463687150838,0.15,15,0.0200000111111173,1,11869,6058.81666666667,0.666666666666667,0.0558659217877095,1032,2927.775,0.670391061452514,3.96938333511353,3.96938333511353,1645.55094799155,2,3.96938333511353,NA,3.96938333511353 -"thirtyminutes0034#2020-10-31 17:00:00,2020-10-31 17:29:59","thirtyminutes0034","2020-10-31 17:00:00","2020-10-31 17:29:59",5801,0.0666667037037243,3468.7579061419,0.011111117283954,0.173333429629683,0.0504201680672269,116,505175,1024,0.0833333333333333,89106,0.252100840336134,0.1,255,0.0133333407407449,1,11958,6476.60256410256,0.5,0.0420168067226891,1024,2970.2,0.65546218487395,1.35,1.35,1714.36781149888,1.3,1.35,NA,1.35 -"thirtyminutes0034#2020-11-02 17:00:00,2020-11-02 17:29:59","thirtyminutes0034","2020-11-02 17:00:00","2020-11-02 17:29:59",5965,0.0511111395061886,3728.39862851838,0.0155555641975357,0.160000088888938,0.0555555555555556,61,429521,1022,0.116666666666667,81896,0.212962962962963,0.1,155,0.0133333407407449,1,11984,5965.56944444444,0.383333333333333,0.0648148148148148,1022,3560.69565217391,0.666666666666667,5.23333333333333,5.23333333333333,1939.29432889161,1.2,5.23333333333333,NA,5.23333333333333 -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",5414,0.00444444691358162,2425.13151447504,NA,0.0355555753086529,NA,4917,106737,NA,NA,10331,0.111111111111111,NA,795,NA,NA,9865,6671.0625,0.0333333333333333,NA,NA,5165.5,0.888888888888889,NA,NA,351.432070249714,0.266666666666667,0,NA,0 -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",5414,0.00444444691358162,2425.13151447504,NA,0.0355555753086529,NA,4917,106737,NA,NA,10331,0.111111111111111,NA,795,NA,NA,9865,6671.0625,0.0333333333333333,NA,NA,5165.5,0.888888888888889,NA,NA,351.432070249714,0.266666666666667,0,NA,0 -"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",5791,0.0955556086420048,3586.7682415516,0.0133333407407449,0.280000155555642,0.0223463687150838,344,737899,NA,0.1,138265,0.240223463687151,0.0666666666666667,65,0.00888889382716324,NA,11872,5856.34126984127,0.716666666666667,0.0335195530726257,NA,3215.46511627907,0.70391061452514,NA,NA,1685.61227181609,2.1,0,NA,0 -"thirtyminutes0039#2020-03-09 19:30:00,2020-03-09 19:59:59","thirtyminutes0039","2020-03-09 19:30:00","2020-03-09 19:59:59",5791,0.0955556086420048,3586.7682415516,0.0133333407407449,0.280000155555642,0.0223463687150838,344,737899,NA,0.1,138265,0.240223463687151,0.0666666666666667,65,0.00888889382716324,NA,11872,5856.34126984127,0.716666666666667,0.0335195530726257,NA,3215.46511627907,0.70391061452514,NA,NA,1685.61227181609,2.1,0,NA,0 -"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",5791,0.0955556086420048,3586.7682415516,0.0133333407407449,0.280000155555642,0.0223463687150838,344,737899,NA,0.1,138265,0.240223463687151,0.0666666666666667,65,0.00888889382716324,NA,11872,5856.34126984127,0.716666666666667,0.0335195530726257,NA,3215.46511627907,0.70391061452514,NA,NA,1685.61227181609,2.1,0,NA,0 -"thirtyminutes0039#2020-11-02 19:30:00,2020-11-02 19:59:59","thirtyminutes0039","2020-11-02 19:30:00","2020-11-02 19:59:59",5791,0.0955556086420048,3586.7682415516,0.0133333407407449,0.280000155555642,0.0223463687150838,344,737899,NA,0.1,138265,0.240223463687151,0.0666666666666667,65,0.00888889382716324,NA,11872,5856.34126984127,0.716666666666667,0.0335195530726257,NA,3215.46511627907,0.70391061452514,NA,NA,1685.61227181609,2.1,0,NA,0 -"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",5801,0.057777809876561,3593.75383647217,0.011111117283954,0.135555630864239,0.0515463917525773,116,399842,1204,0.0833333333333333,77879,0.268041237113402,0.0833333333333333,255,0.011111117283954,1,11958,6554.7868852459,0.433333333333333,0.0515463917525773,1204,2995.34615384615,0.628865979381443,1.35104999939601,1.35104999939601,1709.76456723861,1.01666666666667,1.35104999939601,NA,1.35104999939601 -"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",5801,0.057777809876561,3593.75383647217,0.011111117283954,0.135555630864239,0.0515463917525773,116,399842,1204,0.0833333333333333,77879,0.268041237113402,0.0833333333333333,255,0.011111117283954,1,11958,6554.7868852459,0.433333333333333,0.0515463917525773,1204,2995.34615384615,0.628865979381443,1.35104999939601,1.35104999939601,1709.76456723861,1.01666666666667,1.35104999939601,NA,1.35104999939601 -"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",4987,0.0155555641975357,3169.33937289872,NA,0.0266666814814897,0.05,592,94436,NA,NA,21125,0.35,0.0166666666666667,1967,0.00222222345679081,NA,11957,7869.66666666667,0.116666666666667,NA,NA,3017.85714285714,0.6,NA,NA,1779.34242803078,0.2,0,NA,0 -"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",4987,0.0155555641975357,3169.33937289872,NA,0.0266666814814897,0.05,592,94436,NA,NA,21125,0.35,0.0166666666666667,1967,0.00222222345679081,NA,11957,7869.66666666667,0.116666666666667,NA,NA,3017.85714285714,0.6,NA,NA,1779.34242803078,0.2,0,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_conversation_rapids_minutesnoise","phone_conversation_rapids_noisemaxenergy","phone_conversation_rapids_voicemaxenergy","phone_conversation_rapids_sdconversationduration","phone_conversation_rapids_minutesunknown","phone_conversation_rapids_unknownexpectedfraction","phone_conversation_rapids_noisesumenergy","phone_conversation_rapids_sumconversationduration","phone_conversation_rapids_timelastconversation","phone_conversation_rapids_noiseexpectedfraction","phone_conversation_rapids_noiseavgenergy","phone_conversation_rapids_unknownsensedfraction","phone_conversation_rapids_minutesvoice","phone_conversation_rapids_voiceavgenergy","phone_conversation_rapids_voiceexpectedfraction","phone_conversation_rapids_noisesensedfraction","phone_conversation_rapids_voicesensedfraction","phone_conversation_rapids_voicesumenergy","phone_conversation_rapids_voiceminenergy","phone_conversation_rapids_minconversationduration","phone_conversation_rapids_avgconversationduration","phone_conversation_rapids_noiseminenergy","phone_conversation_rapids_maxconversationduration","phone_conversation_rapids_voicesdenergy","phone_conversation_rapids_timefirstconversation","phone_conversation_rapids_countconversation","phone_conversation_rapids_minutessilence","phone_conversation_rapids_silencesensedfraction","phone_conversation_rapids_noisesdenergy","phone_conversation_rapids_silenceexpectedfraction" +"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",0.683333333333333,11769,4981,NA,0.0666666666666667,0.00888889382716324,254984,0.718016664187113,73,0.0911111617284232,6219.12195121951,0.0677966101694915,0.183333333333333,2658.90909090909,0.0244444580246989,0.694915254237288,0.186440677966102,29248,61,0.718016664187113,0.718016664187113,559,0.718016664187113,1686.32716010538,73,1,0.05,0.0508474576271186,3611.99537094887,0.00666667037037243 +"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",0.683333333333333,11769,4981,NA,0.0666666666666667,0.00888889382716324,254984,1666.66666666667,73,0.0911111617284232,6219.12195121951,0.0677966101694915,0.183333333333333,2658.90909090909,0.0244444580246989,0.694915254237288,0.186440677966102,29248,61,1666.66666666667,1666.66666666667,559,1666.66666666667,1686.32716010538,73,1,0.05,0.0508474576271186,3611.99537094887,0.00666667037037243 +"thirtyminutes0002#2020-03-09 01:00:00,2020-03-09 01:29:59","thirtyminutes0002","2020-03-09 01:00:00","2020-03-09 01:29:59",2.06666666666667,11967,5859,NA,0.183333333333333,0.0244444580246989,738382,2.28333333333333,77,0.27555570864206,5954.6935483871,0.0614525139664804,0.6,3248.72222222222,0.0800000444444691,0.692737430167598,0.201117318435754,116954,69,2.28333333333333,2.28333333333333,267,2.28333333333333,1789.91462862835,77,1,0.133333333333333,0.0446927374301676,3538.5841001422,0.0177777876543265 +"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",0.683333333333333,11769,4981,NA,0.0666666666666667,0.00888889382716324,254984,0.718016664187113,73,0.0911111617284232,6219.12195121951,0.0677966101694915,0.183333333333333,2658.90909090909,0.0244444580246989,0.694915254237288,0.186440677966102,29248,61,0.718016664187113,0.718016664187113,559,0.718016664187113,1686.32716010538,73,1,0.05,0.0508474576271186,3611.99537094887,0.00666667037037243 +"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",0.683333333333333,11769,4981,NA,0.0666666666666667,0.00888889382716324,254984,1666.66666666667,73,0.0911111617284232,6219.12195121951,0.0677966101694915,0.183333333333333,2658.90909090909,0.0244444580246989,0.694915254237288,0.186440677966102,29248,61,1666.66666666667,1666.66666666667,559,1666.66666666667,1686.32716010538,73,1,0.05,0.0508474576271186,3611.99537094887,0.00666667037037243 +"thirtyminutes0002#2020-11-02 01:00:00,2020-11-02 01:29:59","thirtyminutes0002","2020-11-02 01:00:00","2020-11-02 01:29:59",2.06666666666667,11967,5859,NA,0.183333333333333,0.0244444580246989,738382,2.28333333333333,77,0.27555570864206,5954.6935483871,0.0614525139664804,0.6,3248.72222222222,0.0800000444444691,0.692737430167598,0.201117318435754,116954,69,2.28333333333333,2.28333333333333,267,2.28333333333333,1789.91462862835,77,1,0.133333333333333,0.0446927374301676,3538.5841001422,0.0177777876543265 +"thirtyminutes0006#2020-03-08 03:00:00,2020-03-08 03:29:59","thirtyminutes0006","2020-03-08 03:00:00","2020-03-08 03:29:59",2.08333333333333,11986,5755,NA,0.2,0.0266666814814897,761172,0,NA,0.277777932098851,6089.376,0.0666666666666667,0.533333333333333,3190.09375,0.0711111506173059,0.694444444444445,0.177777777777778,102083,241,0,0,32,0,1794.397668001,NA,0,0.183333333333333,0.0611111111111111,3780.64082011366,0.0244444580246989 +"thirtyminutes0006#2020-11-01 03:00:00,2020-11-01 03:29:59","thirtyminutes0006","2020-11-01 03:00:00","2020-11-01 03:29:59",2.08333333333333,11986,5755,NA,0.2,0.0266666814814897,761172,0,NA,0.277777932098851,6089.376,0.0666666666666667,0.533333333333333,3190.09375,0.0711111506173059,0.694444444444445,0.177777777777778,102083,241,0,0,32,0,1794.397668001,NA,0,0.183333333333333,0.0611111111111111,3780.64082011366,0.0244444580246989 +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",3.51666666666667,11958,5914,NA,0.35,0.046666692592607,1375453,10.0464333335559,359,0.468889149382861,6518.7345971564,0.0702341137123746,0.916666666666667,2877.74545454545,0.122222290123495,0.705685618729097,0.183946488294314,158276,159,10.0464333335559,10.0464333335559,50,10.0464333335559,1828.46456753952,359,1,0.2,0.040133779264214,3479.48376517021,0.0266666814814897 +"thirtyminutes0011#2020-03-07 05:30:00,2020-03-07 05:59:59","thirtyminutes0011","2020-03-07 05:30:00","2020-03-07 05:59:59",2.11666666666667,11931,5914,NA,0.166666666666667,0.0222222345679081,843439,10.05,359,0.282222379012433,6641.25196850394,0.0558659217877095,0.55,2891.81818181818,0.0733333740740967,0.709497206703911,0.184357541899441,95430,267,10.05,10.05,79,10.05,1835.10548836003,359,1,0.15,0.0502793296089385,3404.5491974115,0.0200000111111173 +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",3.51666666666667,11958,5914,NA,0.35,0.046666692592607,1375453,10.0464333335559,359,0.468889149382861,6518.7345971564,0.0702341137123746,0.916666666666667,2877.74545454545,0.122222290123495,0.705685618729097,0.183946488294314,158276,159,10.0464333335559,10.0464333335559,50,10.0464333335559,1828.46456753952,359,1,0.2,0.040133779264214,3479.48376517021,0.0266666814814897 +"thirtyminutes0011#2020-10-31 05:30:00,2020-10-31 05:59:59","thirtyminutes0011","2020-10-31 05:30:00","2020-10-31 05:59:59",2.11666666666667,11931,5914,NA,0.166666666666667,0.0222222345679081,843439,10.05,359,0.282222379012433,6641.25196850394,0.0558659217877095,0.55,2891.81818181818,0.0733333740740967,0.709497206703911,0.184357541899441,95430,267,10.05,10.05,79,10.05,1835.10548836003,359,1,0.15,0.0502793296089385,3404.5491974115,0.0200000111111173 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",0.55,11468,5494,NA,0.0333333333333333,0.00444444691358162,205237,0,NA,0.0733333740740967,6219.30303030303,0.0454545454545455,0.133333333333333,2282.625,0.0177777876543265,0.75,0.181818181818182,18261,18,0,0,470,0,1954.05621629179,NA,0,0.0166666666666667,0.0227272727272727,3486.62605971776,0.00222222345679081 +"thirtyminutes0012#2020-03-07 06:00:00,2020-03-07 06:29:59","thirtyminutes0012","2020-03-07 06:00:00","2020-03-07 06:29:59",0.55,11468,5494,NA,0.0333333333333333,0.00444444691358162,205237,0,NA,0.0733333740740967,6219.30303030303,0.0454545454545455,0.133333333333333,2282.625,0.0177777876543265,0.75,0.181818181818182,18261,18,0,0,470,0,1954.05621629179,NA,0,0.0166666666666667,0.0227272727272727,3486.62605971776,0.00222222345679081 +"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",3.56666666666667,11986,5858,NA,0.316666666666667,0.0422222456790254,1329661,0,NA,0.475555819753233,6213.36915887851,0.0608974358974359,0.966666666666667,3331.65517241379,0.128888960493867,0.685897435897436,0.185897435897436,193236,241,0,0,32,0,1766.04139102042,NA,0,0.35,0.0673076923076923,3654.61971833146,0.046666692592607 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",0.55,11468,5494,NA,0.0333333333333333,0.00444444691358162,205237,0,NA,0.0733333740740967,6219.30303030303,0.0454545454545455,0.133333333333333,2282.625,0.0177777876543265,0.75,0.181818181818182,18261,18,0,0,470,0,1954.05621629179,NA,0,0.0166666666666667,0.0227272727272727,3486.62605971776,0.00222222345679081 +"thirtyminutes0012#2020-10-31 06:00:00,2020-10-31 06:29:59","thirtyminutes0012","2020-10-31 06:00:00","2020-10-31 06:29:59",0.55,11468,5494,NA,0.0333333333333333,0.00444444691358162,205237,0,NA,0.0733333740740967,6219.30303030303,0.0454545454545455,0.133333333333333,2282.625,0.0177777876543265,0.75,0.181818181818182,18261,18,0,0,470,0,1954.05621629179,NA,0,0.0166666666666667,0.0227272727272727,3486.62605971776,0.00222222345679081 +"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",3.56666666666667,11986,5858,NA,0.316666666666667,0.0422222456790254,1329661,0,NA,0.475555819753233,6213.36915887851,0.0608974358974359,0.966666666666667,3331.65517241379,0.128888960493867,0.685897435897436,0.185897435897436,193236,241,0,0,32,0,1766.04139102042,NA,0,0.35,0.0673076923076923,3654.61971833146,0.046666692592607 +"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",1.25,11920,5974,NA,0.0666666666666667,0.00888889382716324,459919,1.33333333333333,392,0.166666759259311,6132.25333333333,0.0336134453781513,0.533333333333333,3083.6875,0.0711111506173059,0.630252100840336,0.26890756302521,98678,648,1.33333333333333,1.33333333333333,222,1.33333333333333,1557.76443284144,392,1,0.133333333333333,0.0672268907563025,3609.22901886686,0.0177777876543265 +"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",1.25,11920,5974,NA,0.0666666666666667,0.00888889382716324,459919,1.33333333333333,392,0.166666759259311,6132.25333333333,0.0336134453781513,0.533333333333333,3083.6875,0.0711111506173059,0.630252100840336,0.26890756302521,98678,648,1.33333333333333,1.33333333333333,222,1.33333333333333,1557.76443284144,392,1,0.133333333333333,0.0672268907563025,3609.22901886686,0.0177777876543265 +"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",0.683333333333333,11807,5305,NA,0.0166666666666667,0.00222222345679081,282076,2.63854999939601,539,0.0911111617284232,6879.90243902439,0.0169491525423729,0.25,3331.33333333333,0.0333333518518621,0.694915254237288,0.254237288135593,49970,39,2.63854999939601,2.63854999939601,352,2.63854999939601,1835.82486974683,539,1,0.0333333333333333,0.0338983050847458,3485.30422491981,0.00444444691358162 +"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",0.683333333333333,11807,5305,NA,0.0166666666666667,0.00222222345679081,282076,2.63854999939601,539,0.0911111617284232,6879.90243902439,0.0169491525423729,0.25,3331.33333333333,0.0333333518518621,0.694915254237288,0.254237288135593,49970,39,2.63854999939601,2.63854999939601,352,2.63854999939601,1835.82486974683,539,1,0.0333333333333333,0.0338983050847458,3485.30422491981,0.00444444691358162 +"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",1.78333333333333,11613,5839,NA,0.133333333333333,0.0177777876543265,651511,2.21666666666667,588,0.237777909876617,6088.88785046729,0.0446927374301676,0.783333333333333,3142.14893617021,0.104444502469168,0.597765363128492,0.262569832402235,147681,113,2.21666666666667,2.21666666666667,117,2.21666666666667,1650.99227052576,588,1,0.283333333333333,0.0949720670391061,3361.1700745905,0.0377777987654438 +"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",1.78333333333333,11613,5839,NA,0.133333333333333,0.0177777876543265,651511,2.21666666666667,588,0.237777909876617,6088.88785046729,0.0446927374301676,0.783333333333333,3142.14893617021,0.104444502469168,0.597765363128492,0.262569832402235,147681,113,2.21666666666667,2.21666666666667,117,2.21666666666667,1650.99227052576,588,1,0.283333333333333,0.0949720670391061,3361.1700745905,0.0377777987654438 +"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1.35,11825,5031,NA,0.183333333333333,0.0244444580246989,474758,1.66509999831518,656,0.180000100000056,5861.20987654321,0.092436974789916,0.333333333333333,3153.05,0.0444444691358162,0.680672268907563,0.168067226890756,63061,381,1.66509999831518,1.66509999831518,13,1.66509999831518,1392.35402617672,656,1,0.116666666666667,0.0588235294117647,3158.11819251611,0.0155555641975357 +"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1.35,11825,5031,NA,0.183333333333333,0.0244444580246989,474758,1.66509999831518,656,0.180000100000056,5861.20987654321,0.092436974789916,0.333333333333333,3153.05,0.0444444691358162,0.680672268907563,0.168067226890756,63061,381,1.66509999831518,1.66509999831518,13,1.66509999831518,1392.35402617672,656,1,0.116666666666667,0.0588235294117647,3158.11819251611,0.0155555641975357 +"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",2.15,11822,5698,NA,0.1,0.0133333407407449,781135,2.51666666666667,697,0.286666825926014,6055.31007751938,0.0335195530726257,0.566666666666667,3105.64705882353,0.0755555975308875,0.720670391061452,0.189944134078212,105592,152,2.51666666666667,2.51666666666667,228,2.51666666666667,1584.74442796332,697,1,0.166666666666667,0.0558659217877095,3171.49771105479,0.0222222345679081 +"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",2.15,11822,5698,NA,0.1,0.0133333407407449,781135,2.51666666666667,697,0.286666825926014,6055.31007751938,0.0335195530726257,0.566666666666667,3105.64705882353,0.0755555975308875,0.720670391061452,0.189944134078212,105592,152,2.51666666666667,2.51666666666667,228,2.51666666666667,1584.74442796332,697,1,0.166666666666667,0.0558659217877095,3171.49771105479,0.0222222345679081 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",2.16666666666667,11960,5769,NA,0.0833333333333333,0.011111117283954,775191,0,NA,0.288889049382805,5963.00769230769,0.0277777777777778,0.65,3277.66666666667,0.0866667148148416,0.722222222222222,0.216666666666667,127829,18,0,0,29,0,1878.36515329762,NA,0,0.1,0.0333333333333333,3542.32880412442,0.0133333407407449 +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",2.26666666666667,11740,5725,NA,0.0666666666666667,0.00888889382716324,829461,0,NA,0.30222239012355,6098.97794117647,0.0222222222222222,0.466666666666667,2520.14285714286,0.0622222567901427,0.755555555555556,0.155555555555556,70564,26,0,0,41,0,1499.05198966709,NA,0,0.2,0.0666666666666667,3360.43147023957,0.0266666814814897 +"thirtyminutes0024#2020-03-09 12:00:00,2020-03-09 12:29:59","thirtyminutes0024","2020-03-09 12:00:00","2020-03-09 12:29:59",1.5,11740,5725,NA,0.0166666666666667,0.00222222345679081,569829,0,NA,0.200000111111173,6331.43333333333,0.00833333333333333,0.333333333333333,2893.45,0.0444444691358162,0.75,0.166666666666667,57869,52,0,0,538,0,1474.51517366503,NA,0,0.15,0.075,3334.14120152182,0.0200000111111173 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",2.16666666666667,11960,5769,NA,0.0833333333333333,0.011111117283954,775191,0,NA,0.288889049382805,5963.00769230769,0.0277777777777778,0.65,3277.66666666667,0.0866667148148416,0.722222222222222,0.216666666666667,127829,18,0,0,29,0,1878.36515329762,NA,0,0.1,0.0333333333333333,3542.32880412442,0.0133333407407449 +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",2.26666666666667,11740,5725,NA,0.0666666666666667,0.00888889382716324,829461,0,NA,0.30222239012355,6098.97794117647,0.0222222222222222,0.466666666666667,2520.14285714286,0.0622222567901427,0.755555555555556,0.155555555555556,70564,26,0,0,41,0,1499.05198966709,NA,0,0.2,0.0666666666666667,3360.43147023957,0.0266666814814897 +"thirtyminutes0024#2020-11-02 12:00:00,2020-11-02 12:29:59","thirtyminutes0024","2020-11-02 12:00:00","2020-11-02 12:29:59",1.5,11740,5725,NA,0.0166666666666667,0.00222222345679081,569829,0,NA,0.200000111111173,6331.43333333333,0.00833333333333333,0.333333333333333,2893.45,0.0444444691358162,0.75,0.166666666666667,57869,52,0,0,538,0,1474.51517366503,NA,0,0.15,0.075,3334.14120152182,0.0200000111111173 +"thirtyminutes0027#2020-03-07 13:30:00,2020-03-07 13:59:59","thirtyminutes0027","2020-03-07 13:30:00","2020-03-07 13:59:59",1.76666666666667,11849,5973,NA,0.133333333333333,0.0177777876543265,653815,1.96666666666667,830,0.235555686419826,6168.06603773585,0.0509554140127388,0.566666666666667,3166.08823529412,0.0755555975308875,0.67515923566879,0.21656050955414,107647,397,1.96666666666667,1.96666666666667,173,1.96666666666667,1862.66987214178,830,1,0.15,0.0573248407643312,3582.47817995912,0.0200000111111173 +"thirtyminutes0027#2020-10-31 13:30:00,2020-10-31 13:59:59","thirtyminutes0027","2020-10-31 13:30:00","2020-10-31 13:59:59",1.76666666666667,11849,5973,NA,0.133333333333333,0.0177777876543265,653815,1.96666666666667,830,0.235555686419826,6168.06603773585,0.0509554140127388,0.566666666666667,3166.08823529412,0.0755555975308875,0.67515923566879,0.21656050955414,107647,397,1.96666666666667,1.96666666666667,173,1.96666666666667,1862.66987214178,830,1,0.15,0.0573248407643312,3582.47817995912,0.0200000111111173 +"thirtyminutes0033#2020-03-08 16:30:00,2020-03-08 16:59:59","thirtyminutes0033","2020-03-08 16:30:00","2020-03-08 16:59:59",1.21666666666667,11994,5896,NA,0.116666666666667,0.0155555641975357,416257,0,NA,0.162222312345729,5702.15068493151,0.0630630630630631,0.45,2901.03703703704,0.0600000333333519,0.657657657657658,0.243243243243243,78328,266,0,0,130,0,1602.42608089401,NA,0,0.0666666666666667,0.036036036036036,3393.60065937523,0.00888889382716324 +"thirtyminutes0033#2020-11-01 16:30:00,2020-11-01 16:59:59","thirtyminutes0033","2020-11-01 16:30:00","2020-11-01 16:59:59",1.21666666666667,11994,5896,NA,0.116666666666667,0.0155555641975357,416257,0,NA,0.162222312345729,5702.15068493151,0.0630630630630631,0.45,2901.03703703704,0.0600000333333519,0.657657657657658,0.243243243243243,78328,266,0,0,130,0,1602.42608089401,NA,0,0.0666666666666667,0.036036036036036,3393.60065937523,0.00888889382716324 +"thirtyminutes0034#2020-03-06 17:00:00,2020-03-06 17:29:59","thirtyminutes0034","2020-03-06 17:00:00","2020-03-06 17:29:59",2,11869,5880,NA,0.15,0.0200000111111173,727058,3.96938333511353,1032,0.266666814814897,6058.81666666667,0.0502793296089385,0.666666666666667,2927.775,0.0888889382716324,0.670391061452514,0.223463687150838,117111,53,3.96938333511353,3.96938333511353,15,3.96938333511353,1645.55094799155,1032,1,0.166666666666667,0.0558659217877095,3842.84937829441,0.0222222345679081 +"thirtyminutes0034#2020-03-07 17:00:00,2020-03-07 17:29:59","thirtyminutes0034","2020-03-07 17:00:00","2020-03-07 17:29:59",1.3,11958,5801,NA,0.1,0.0133333407407449,505175,1.35,1024,0.173333429629683,6476.60256410256,0.0504201680672269,0.5,2970.2,0.0666667037037243,0.65546218487395,0.252100840336134,89106,116,1.35,1.35,255,1.35,1714.36781149888,1024,1,0.0833333333333333,0.0420168067226891,3468.7579061419,0.011111117283954 +"thirtyminutes0034#2020-03-09 17:00:00,2020-03-09 17:29:59","thirtyminutes0034","2020-03-09 17:00:00","2020-03-09 17:29:59",1.2,11984,5965,NA,0.1,0.0133333407407449,429521,5.23333333333333,1022,0.160000088888938,5965.56944444444,0.0555555555555556,0.383333333333333,3560.69565217391,0.0511111395061886,0.666666666666667,0.212962962962963,81896,61,5.23333333333333,5.23333333333333,155,5.23333333333333,1939.29432889161,1022,1,0.116666666666667,0.0648148148148148,3728.39862851838,0.0155555641975357 +"thirtyminutes0034#2020-10-30 17:00:00,2020-10-30 17:29:59","thirtyminutes0034","2020-10-30 17:00:00","2020-10-30 17:29:59",2,11869,5880,NA,0.15,0.0200000111111173,727058,3.96938333511353,1032,0.266666814814897,6058.81666666667,0.0502793296089385,0.666666666666667,2927.775,0.0888889382716324,0.670391061452514,0.223463687150838,117111,53,3.96938333511353,3.96938333511353,15,3.96938333511353,1645.55094799155,1032,1,0.166666666666667,0.0558659217877095,3842.84937829441,0.0222222345679081 +"thirtyminutes0034#2020-10-31 17:00:00,2020-10-31 17:29:59","thirtyminutes0034","2020-10-31 17:00:00","2020-10-31 17:29:59",1.3,11958,5801,NA,0.1,0.0133333407407449,505175,1.35,1024,0.173333429629683,6476.60256410256,0.0504201680672269,0.5,2970.2,0.0666667037037243,0.65546218487395,0.252100840336134,89106,116,1.35,1.35,255,1.35,1714.36781149888,1024,1,0.0833333333333333,0.0420168067226891,3468.7579061419,0.011111117283954 +"thirtyminutes0034#2020-11-02 17:00:00,2020-11-02 17:29:59","thirtyminutes0034","2020-11-02 17:00:00","2020-11-02 17:29:59",1.2,11984,5965,NA,0.1,0.0133333407407449,429521,5.23333333333333,1022,0.160000088888938,5965.56944444444,0.0555555555555556,0.383333333333333,3560.69565217391,0.0511111395061886,0.666666666666667,0.212962962962963,81896,61,5.23333333333333,5.23333333333333,155,5.23333333333333,1939.29432889161,1022,1,0.116666666666667,0.0648148148148148,3728.39862851838,0.0155555641975357 +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",0.266666666666667,9865,5414,NA,0,0,106737,0,NA,0.0355555753086529,6671.0625,0,0.0333333333333333,5165.5,0.00444444691358162,0.888888888888889,0.111111111111111,10331,4917,0,0,795,0,351.432070249714,NA,0,0,0,2425.13151447504,0 +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",0.266666666666667,9865,5414,NA,0,0,106737,0,NA,0.0355555753086529,6671.0625,0,0.0333333333333333,5165.5,0.00444444691358162,0.888888888888889,0.111111111111111,10331,4917,0,0,795,0,351.432070249714,NA,0,0,0,2425.13151447504,0 +"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",2.1,11872,5791,NA,0.0666666666666667,0.00888889382716324,737899,0,NA,0.280000155555642,5856.34126984127,0.0223463687150838,0.716666666666667,3215.46511627907,0.0955556086420048,0.70391061452514,0.240223463687151,138265,344,0,0,65,0,1685.61227181609,NA,0,0.1,0.0335195530726257,3586.7682415516,0.0133333407407449 +"thirtyminutes0039#2020-03-09 19:30:00,2020-03-09 19:59:59","thirtyminutes0039","2020-03-09 19:30:00","2020-03-09 19:59:59",2.1,11872,5791,NA,0.0666666666666667,0.00888889382716324,737899,0,NA,0.280000155555642,5856.34126984127,0.0223463687150838,0.716666666666667,3215.46511627907,0.0955556086420048,0.70391061452514,0.240223463687151,138265,344,0,0,65,0,1685.61227181609,NA,0,0.1,0.0335195530726257,3586.7682415516,0.0133333407407449 +"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",2.1,11872,5791,NA,0.0666666666666667,0.00888889382716324,737899,0,NA,0.280000155555642,5856.34126984127,0.0223463687150838,0.716666666666667,3215.46511627907,0.0955556086420048,0.70391061452514,0.240223463687151,138265,344,0,0,65,0,1685.61227181609,NA,0,0.1,0.0335195530726257,3586.7682415516,0.0133333407407449 +"thirtyminutes0039#2020-11-02 19:30:00,2020-11-02 19:59:59","thirtyminutes0039","2020-11-02 19:30:00","2020-11-02 19:59:59",2.1,11872,5791,NA,0.0666666666666667,0.00888889382716324,737899,0,NA,0.280000155555642,5856.34126984127,0.0223463687150838,0.716666666666667,3215.46511627907,0.0955556086420048,0.70391061452514,0.240223463687151,138265,344,0,0,65,0,1685.61227181609,NA,0,0.1,0.0335195530726257,3586.7682415516,0.0133333407407449 +"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",1.01666666666667,11958,5801,NA,0.0833333333333333,0.011111117283954,399842,1.35104999939601,1204,0.135555630864239,6554.7868852459,0.0515463917525773,0.433333333333333,2995.34615384615,0.057777809876561,0.628865979381443,0.268041237113402,77879,116,1.35104999939601,1.35104999939601,255,1.35104999939601,1709.76456723861,1204,1,0.0833333333333333,0.0515463917525773,3593.75383647217,0.011111117283954 +"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",1.01666666666667,11958,5801,NA,0.0833333333333333,0.011111117283954,399842,1.35104999939601,1204,0.135555630864239,6554.7868852459,0.0515463917525773,0.433333333333333,2995.34615384615,0.057777809876561,0.628865979381443,0.268041237113402,77879,116,1.35104999939601,1.35104999939601,255,1.35104999939601,1709.76456723861,1204,1,0.0833333333333333,0.0515463917525773,3593.75383647217,0.011111117283954 +"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",0.2,11957,4987,NA,0.0166666666666667,0.00222222345679081,94436,0,NA,0.0266666814814897,7869.66666666667,0.05,0.116666666666667,3017.85714285714,0.0155555641975357,0.6,0.35,21125,592,0,0,1967,0,1779.34242803078,NA,0,0,0,3169.33937289872,0 +"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",0.2,11957,4987,NA,0.0166666666666667,0.00222222345679081,94436,0,NA,0.0266666814814897,7869.66666666667,0.05,0.116666666666667,3017.85714285714,0.0155555641975357,0.6,0.35,21125,592,0,0,1967,0,1779.34242803078,NA,0,0,0,3169.33937289872,0 diff --git a/tests/data/processed/features/mtz_frequency/android/phone_keyboard.csv b/tests/data/processed/features/mtz_frequency/android/phone_keyboard.csv index 034591d2..052a0411 100644 --- a/tests/data/processed/features/mtz_frequency/android/phone_keyboard.csv +++ b/tests/data/processed/features/mtz_frequency/android/phone_keyboard.csv @@ -1,15 +1,15 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_averagesessionlength" -"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",NA,NA,5.5,5,NA,1,3,1000,4,1000 -"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",NA,NA,5.33333333333333,5.33333333333333,NA,1.33333333333333,2,1000,3,500 -"thirtyminutes0011#2020-03-08 05:30:00,2020-03-08 05:59:59","thirtyminutes0011","2020-03-08 05:30:00","2020-03-08 05:59:59",NA,NA,1,NA,NA,1,1,NA,NA,NA -"thirtyminutes0011#2020-11-01 05:30:00,2020-11-01 05:59:59","thirtyminutes0011","2020-11-01 05:30:00","2020-11-01 05:59:59",NA,NA,1,1,NA,1,0,NA,NA,0 -"thirtyminutes0012#2020-03-08 06:00:00,2020-03-08 06:29:59","thirtyminutes0012","2020-03-08 06:00:00","2020-03-08 06:29:59",NA,NA,2,NA,NA,1,1,NA,1,NA -"thirtyminutes0012#2020-11-01 06:00:00,2020-11-01 06:29:59","thirtyminutes0012","2020-11-01 06:00:00","2020-11-01 06:29:59",NA,NA,2,2,NA,1,0,NA,1,0 -"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",NA,NA,5.75,4,NA,2.75,3,1117.77777777778,4,1840 -"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",NA,NA,5.33333333333333,4.33333333333333,NA,3.66666666666667,2,1117.77777777778,3,1840 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",NA,NA,21,21,NA,2.5,3,1583.33333333333,4,4000 -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",NA,NA,3,3,NA,1,1,NA,1,NA -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",NA,NA,21,21,NA,2.5,4,1916.66666666667,4,3666.66666666667 -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",NA,NA,3,3,NA,1,1,NA,1,NA -"thirtyminutes0046#2020-03-08 23:00:00,2020-03-08 23:29:59","thirtyminutes0046","2020-03-08 23:00:00","2020-03-08 23:29:59",NA,1,5.5,4.25,1,4.5,3,863.277777777778,3,6519.5 -"thirtyminutes0046#2020-11-01 23:00:00,2020-11-01 23:29:59","thirtyminutes0046","2020-11-01 23:00:00","2020-11-01 23:29:59",NA,1,6.33333333333333,4.66666666666667,1,6,3,846.611111111111,3,4013 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_changeintextlengthequaltoone" +"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",1,5.5,1000,3,0,5,0,1000,0,4 +"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",1.33333333333333,5.33333333333333,500,2,0,5.33333333333333,0,1000,0,3 +"thirtyminutes0011#2020-03-08 05:30:00,2020-03-08 05:59:59","thirtyminutes0011","2020-03-08 05:30:00","2020-03-08 05:59:59",1,1,0,1,0,NA,0,NA,0,0 +"thirtyminutes0011#2020-11-01 05:30:00,2020-11-01 05:59:59","thirtyminutes0011","2020-11-01 05:30:00","2020-11-01 05:59:59",1,1,0,0,0,1,0,NA,0,0 +"thirtyminutes0012#2020-03-08 06:00:00,2020-03-08 06:29:59","thirtyminutes0012","2020-03-08 06:00:00","2020-03-08 06:29:59",1,2,0,1,0,NA,0,NA,0,1 +"thirtyminutes0012#2020-11-01 06:00:00,2020-11-01 06:29:59","thirtyminutes0012","2020-11-01 06:00:00","2020-11-01 06:29:59",1,2,0,0,0,2,0,NA,0,1 +"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",2.75,5.75,1840,3,0,4,0,1117.77777777778,0,4 +"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",3.66666666666667,5.33333333333333,1840,2,0,4.33333333333333,0,1117.77777777778,0,3 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",2.5,21,4000,3,0,21,0,1583.33333333333,0,4 +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",1,3,0,1,0,3,0,NA,0,1 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",2.5,21,3666.66666666667,4,0,21,0,1916.66666666667,0,4 +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",1,3,0,1,0,3,0,NA,0,1 +"thirtyminutes0046#2020-03-08 23:00:00,2020-03-08 23:29:59","thirtyminutes0046","2020-03-08 23:00:00","2020-03-08 23:29:59",4.5,5.5,6519.5,3,1,4.25,0,863.277777777778,1,3 +"thirtyminutes0046#2020-11-01 23:00:00,2020-11-01 23:29:59","thirtyminutes0046","2020-11-01 23:00:00","2020-11-01 23:29:59",6,6.33333333333333,4013,3,1,4.66666666666667,0,846.611111111111,1,3 diff --git a/tests/data/processed/features/mtz_frequency/android/phone_screen.csv b/tests/data/processed/features/mtz_frequency/android/phone_screen.csv index cd4aad51..24f2d2dc 100644 --- a/tests/data/processed/features/mtz_frequency/android/phone_screen.csv +++ b/tests/data/processed/features/mtz_frequency/android/phone_screen.csv @@ -1,51 +1,3 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_screen_rapids_countepisodeunlock","phone_screen_rapids_sumdurationunlock","phone_screen_rapids_maxdurationunlock","phone_screen_rapids_mindurationunlock","phone_screen_rapids_avgdurationunlock","phone_screen_rapids_stddurationunlock","phone_screen_rapids_firstuseafter00unlock" -"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",1,2.8333,2.8333,2.8333,2.8333,NA,17.1833333333333 -"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",1,2.8333,2.8333,2.8333,2.8333,NA,17.1833333333333 -"thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",1,4.9999,4.9999,4.9999,4.9999,NA,55 -"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,77.1833333333333 -"thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59","thirtyminutes0002","2020-03-08 01:00:00","2020-03-08 01:29:59",1,14.99975,14.99975,14.99975,14.99975,NA,60 -"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,77.1833333333333 -"thirtyminutes0003#2020-11-01 01:30:00,2020-11-01 01:59:59","thirtyminutes0003","2020-11-01 01:30:00","2020-11-01 01:59:59",1,4.9999,4.9999,4.9999,4.9999,NA,115 -"thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59","thirtyminutes0004","2020-11-01 02:00:00","2020-11-01 02:29:59",1,14.99975,14.99975,14.99975,14.99975,NA,120 -"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",1,5.99093333333333,5.99093333333333,5.99093333333333,5.99093333333333,NA,170.5 -"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",1,5.99093333333333,5.99093333333333,5.99093333333333,5.99093333333333,NA,170.5 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,181 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,181 -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,3.13668333333333,3.13668333333333,3.13668333333333,3.13668333333333,NA,356.85 -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,3.13668333333333,3.13668333333333,3.13668333333333,3.13668333333333,NA,356.85 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,3.85335,3.85335,3.85335,3.85335,NA,360 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,3.85335,3.85335,3.85335,3.85335,NA,360 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,21.6595333333333,21.6595333333333,21.6595333333333,21.6595333333333,NA,600.4 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,21.6595333333333,21.6595333333333,21.6595333333333,21.6595333333333,NA,600.4 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,2.4361,2.4361,2.4361,2.4361,NA,717.55 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",1,2.4361,2.4361,2.4361,2.4361,NA,717.55 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1,12.5590166666667,12.5590166666667,12.5590166666667,12.5590166666667,NA,720 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1,12.5590166666667,12.5590166666667,12.5590166666667,12.5590166666667,NA,720 -"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",1,2.98328333333333,2.98328333333333,2.98328333333333,2.98328333333333,NA,777.016666666667 -"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",1,2.98328333333333,2.98328333333333,2.98328333333333,2.98328333333333,NA,777.016666666667 -"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",1,0.01665,0.01665,0.01665,0.01665,NA,780 -"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",1,0.01665,0.01665,0.01665,0.01665,NA,780 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,8.95798333333333,8.95798333333333,8.95798333333333,8.95798333333333,NA,891.033333333333 -"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,888.016666666667 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,8.95798333333333,8.95798333333333,8.95798333333333,8.95798333333333,NA,891.033333333333 -"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,888.016666666667 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0415,0.0415,0.0415,0.0415,NA,900 -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0415,0.0415,0.0415,0.0415,NA,900 -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,8.54903333333333,8.54903333333333,8.54903333333333,8.54903333333333,NA,1071.45 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,8.54903333333333,8.54903333333333,8.54903333333333,8.54903333333333,NA,1071.45 -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,8.43411666666667,8.43411666666667,8.43411666666667,8.43411666666667,NA,1080 -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,8.43411666666667,8.43411666666667,8.43411666666667,8.43411666666667,NA,1080 -"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",1,5.9999,5.9999,5.9999,5.9999,NA,1133.01666666667 -"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",1,5.9999,5.9999,5.9999,5.9999,NA,1133.01666666667 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",1,17.0195166666667,17.0195166666667,17.0195166666667,17.0195166666667,NA,1242.96666666667 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",1,17.0195166666667,17.0195166666667,17.0195166666667,17.0195166666667,NA,1242.96666666667 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",1,1.96723333333333,1.96723333333333,1.96723333333333,1.96723333333333,NA,1260 -"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1265 -"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",1,24.9995666666667,24.9995666666667,24.9995666666667,24.9995666666667,NA,1265 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",1,1.96723333333333,1.96723333333333,1.96723333333333,1.96723333333333,NA,1260 -"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1265 -"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",1,24.9995666666667,24.9995666666667,24.9995666666667,24.9995666666667,NA,1265 -"thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",1,6.99988333333333,6.99988333333333,6.99988333333333,6.99988333333333,NA,1290 -"thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",1,6.99988333333333,6.99988333333333,6.99988333333333,6.99988333333333,NA,1290 -"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1322 -"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1322 +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",5,33.0161,19.9996666666667,0.01665,6.60322,7.79378500540477,960 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",5,33.0161,19.9996666666667,0.01665,6.60322,7.79378500540477,960 diff --git a/tests/data/processed/features/mtz_frequency/ios/phone_activity_recognition.csv b/tests/data/processed/features/mtz_frequency/ios/phone_activity_recognition.csv index 16714a1b..18bcef62 100644 --- a/tests/data/processed/features/mtz_frequency/ios/phone_activity_recognition.csv +++ b/tests/data/processed/features/mtz_frequency/ios/phone_activity_recognition.csv @@ -35,16 +35,16 @@ "thirtyminutes0018#2020-03-07 09:00:00,2020-03-07 09:29:59","thirtyminutes0018","2020-03-07 09:00:00","2020-03-07 09:29:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",2,8,1,0,9.99983333333333,0 "thirtyminutes0018#2020-10-31 09:00:00,2020-10-31 09:29:59","thirtyminutes0018","2020-10-31 09:00:00","2020-10-31 09:29:59",1,7,1,0,4.99991666666667,0 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,0,1,0,NA,10.15325 -"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0020#2020-03-09 10:00:00,2020-03-09 10:29:59","thirtyminutes0020","2020-03-09 10:00:00","2020-03-09 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,0,1,0,NA,10.15325 -"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0020#2020-11-02 10:00:00,2020-11-02 10:29:59","thirtyminutes0020","2020-11-02 10:00:00","2020-11-02 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0021#2020-03-09 10:30:00,2020-03-09 10:59:59","thirtyminutes0021","2020-03-09 10:30:00","2020-03-09 10:59:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0021#2020-11-02 10:30:00,2020-11-02 10:59:59","thirtyminutes0021","2020-11-02 10:30:00","2020-11-02 10:59:59",1,7,1,0,4.99991666666667,NA +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,0,1,0,0,10.15325 +"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0020#2020-03-09 10:00:00,2020-03-09 10:29:59","thirtyminutes0020","2020-03-09 10:00:00","2020-03-09 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,0,1,0,0,10.15325 +"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0020#2020-11-02 10:00:00,2020-11-02 10:29:59","thirtyminutes0020","2020-11-02 10:00:00","2020-11-02 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0021#2020-03-09 10:30:00,2020-03-09 10:59:59","thirtyminutes0021","2020-03-09 10:30:00","2020-03-09 10:59:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0021#2020-11-02 10:30:00,2020-11-02 10:59:59","thirtyminutes0021","2020-11-02 10:30:00","2020-11-02 10:59:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,7,1,0,4.99991666666667,0 @@ -81,10 +81,10 @@ "thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",1,0,1,0,0,0.999983333333333 "thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",2,0,1,0,0,9.99983333333333 "thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",2,0,1,0,0,9.99983333333333 -"thirtyminutes0037#2020-03-06 18:30:00,2020-03-06 18:59:59","thirtyminutes0037","2020-03-06 18:30:00","2020-03-06 18:59:59",1,7,1,0,5.69215,NA -"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0037#2020-10-30 18:30:00,2020-10-30 18:59:59","thirtyminutes0037","2020-10-30 18:30:00","2020-10-30 18:59:59",1,7,1,0,5.69215,NA -"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,0,1,0,NA,4.99991666666667 +"thirtyminutes0037#2020-03-06 18:30:00,2020-03-06 18:59:59","thirtyminutes0037","2020-03-06 18:30:00","2020-03-06 18:59:59",1,7,1,0,5.69215,0 +"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0037#2020-10-30 18:30:00,2020-10-30 18:59:59","thirtyminutes0037","2020-10-30 18:30:00","2020-10-30 18:59:59",1,7,1,0,5.69215,0 +"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,0,1,0,0,4.99991666666667 "thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",4,7,2,0,15.7384333333333,0 "thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",4,7,2,0,15.7384333333333,0 "thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",2,1,1,0,6.71366666666667,0 diff --git a/tests/data/processed/features/mtz_frequency/ios/phone_applications_foreground.csv b/tests/data/processed/features/mtz_frequency/ios/phone_applications_foreground.csv index 3549a113..38ebf693 100644 --- a/tests/data/processed/features/mtz_frequency/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_frequency/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube" diff --git a/tests/data/processed/features/mtz_frequency/ios/phone_calls.csv b/tests/data/processed/features/mtz_frequency/ios/phone_calls.csv index e7269893..3e155176 100644 --- a/tests/data/processed/features/mtz_frequency/ios/phone_calls.csv +++ b/tests/data/processed/features/mtz_frequency/ios/phone_calls.csv @@ -1,115 +1,115 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_calls_rapids_missed_count","phone_calls_rapids_missed_distinctcontacts","phone_calls_rapids_missed_timefirstcall","phone_calls_rapids_missed_timelastcall","phone_calls_rapids_missed_countmostfrequentcontact","phone_calls_rapids_incoming_count","phone_calls_rapids_incoming_distinctcontacts","phone_calls_rapids_incoming_meanduration","phone_calls_rapids_incoming_sumduration","phone_calls_rapids_incoming_minduration","phone_calls_rapids_incoming_maxduration","phone_calls_rapids_incoming_stdduration","phone_calls_rapids_incoming_modeduration","phone_calls_rapids_incoming_entropyduration","phone_calls_rapids_incoming_timefirstcall","phone_calls_rapids_incoming_timelastcall","phone_calls_rapids_incoming_countmostfrequentcontact","phone_calls_rapids_outgoing_count","phone_calls_rapids_outgoing_distinctcontacts","phone_calls_rapids_outgoing_meanduration","phone_calls_rapids_outgoing_sumduration","phone_calls_rapids_outgoing_minduration","phone_calls_rapids_outgoing_maxduration","phone_calls_rapids_outgoing_stdduration","phone_calls_rapids_outgoing_modeduration","phone_calls_rapids_outgoing_entropyduration","phone_calls_rapids_outgoing_timefirstcall","phone_calls_rapids_outgoing_timelastcall","phone_calls_rapids_outgoing_countmostfrequentcontact" -"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,13,13,1 -"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,13,13,0 -"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,57,57,1 -"thirtyminutes0001#2020-10-30 00:30:00,2020-10-30 00:59:59","thirtyminutes0001","2020-10-30 00:30:00","2020-10-30 00:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,57,57,0 +"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,13,13,1 +"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,13,13,0 +"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,57,57,1 +"thirtyminutes0001#2020-10-30 00:30:00,2020-10-30 00:59:59","thirtyminutes0001","2020-10-30 00:30:00","2020-10-30 00:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,57,57,0 "thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0,0,NA,NA,0,1,1,449,449,449,449,NA,449,0,163,163,1,1,1,472.999,472.999,472.999,472.999,NA,472.999,0,172,172,1 "thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",0,0,NA,NA,0,1,1,449,449,449,449,NA,449,0,163,163,0,1,1,472.999,472.999,472.999,472.999,NA,472.999,0,172,172,0 -"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,198,198,0 -"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,0 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,198,198,0 -"thirtyminutes0007#2020-03-08 03:30:00,2020-03-08 03:59:59","thirtyminutes0007","2020-03-08 03:30:00","2020-03-08 03:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,237,237,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0007#2020-11-01 03:30:00,2020-11-01 03:59:59","thirtyminutes0007","2020-11-01 03:30:00","2020-11-01 03:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,237,237,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-03-06 04:00:00,2020-03-06 04:29:59","thirtyminutes0008","2020-03-06 04:00:00","2020-03-06 04:29:59",0,0,NA,NA,0,1,1,767.999,767.999,767.999,767.999,NA,767.999,0,257,257,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-03-08 04:00:00,2020-03-08 04:29:59","thirtyminutes0008","2020-03-08 04:00:00","2020-03-08 04:29:59",0,0,NA,NA,0,1,1,825,825,825,825,NA,825,0,240,240,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 -"thirtyminutes0008#2020-10-30 04:00:00,2020-10-30 04:29:59","thirtyminutes0008","2020-10-30 04:00:00","2020-10-30 04:29:59",0,0,NA,NA,0,1,1,767.999,767.999,767.999,767.999,NA,767.999,0,257,257,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-11-01 04:00:00,2020-11-01 04:29:59","thirtyminutes0008","2020-11-01 04:00:00","2020-11-01 04:29:59",0,0,NA,NA,0,1,1,825,825,825,825,NA,825,0,240,240,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,0 +"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 +"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,198,198,0 +"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,0 +"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,198,198,0 +"thirtyminutes0007#2020-03-08 03:30:00,2020-03-08 03:59:59","thirtyminutes0007","2020-03-08 03:30:00","2020-03-08 03:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,237,237,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0007#2020-11-01 03:30:00,2020-11-01 03:59:59","thirtyminutes0007","2020-11-01 03:30:00","2020-11-01 03:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,237,237,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-03-06 04:00:00,2020-03-06 04:29:59","thirtyminutes0008","2020-03-06 04:00:00","2020-03-06 04:29:59",0,0,NA,NA,0,1,1,767.999,767.999,767.999,767.999,NA,767.999,0,257,257,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-03-08 04:00:00,2020-03-08 04:29:59","thirtyminutes0008","2020-03-08 04:00:00","2020-03-08 04:29:59",0,0,NA,NA,0,1,1,825,825,825,825,NA,825,0,240,240,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 +"thirtyminutes0008#2020-10-30 04:00:00,2020-10-30 04:29:59","thirtyminutes0008","2020-10-30 04:00:00","2020-10-30 04:29:59",0,0,NA,NA,0,1,1,767.999,767.999,767.999,767.999,NA,767.999,0,257,257,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-11-01 04:00:00,2020-11-01 04:29:59","thirtyminutes0008","2020-11-01 04:00:00","2020-11-01 04:29:59",0,0,NA,NA,0,1,1,825,825,825,825,NA,825,0,240,240,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,0 "thirtyminutes0009#2020-03-06 04:30:00,2020-03-06 04:59:59","thirtyminutes0009","2020-03-06 04:30:00","2020-03-06 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,1,1,0,0,0,0,NA,0,NA,281,281,1 "thirtyminutes0009#2020-03-09 04:30:00,2020-03-09 04:59:59","thirtyminutes0009","2020-03-09 04:30:00","2020-03-09 04:59:59",0,0,NA,NA,0,1,1,439,439,439,439,NA,439,0,278,278,0,1,1,30,30,30,30,NA,30,0,270,270,0 "thirtyminutes0009#2020-10-30 04:30:00,2020-10-30 04:59:59","thirtyminutes0009","2020-10-30 04:30:00","2020-10-30 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,0,1,1,0,0,0,0,NA,0,NA,281,281,0 "thirtyminutes0009#2020-11-02 04:30:00,2020-11-02 04:59:59","thirtyminutes0009","2020-11-02 04:30:00","2020-11-02 04:59:59",0,0,NA,NA,0,1,1,439,439,439,439,NA,439,0,278,278,0,1,1,30,30,30,30,NA,30,0,270,270,0 -"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1101,1101,1101,1101,NA,1101,0,400,400,1 -"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,0 -"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1101,1101,1101,1101,NA,1101,0,400,400,0 -"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,0 -"thirtyminutes0014#2020-03-07 07:00:00,2020-03-07 07:29:59","thirtyminutes0014","2020-03-07 07:00:00","2020-03-07 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1056,1056,1056,1056,NA,1056,0,420,420,1 -"thirtyminutes0014#2020-10-31 07:00:00,2020-10-31 07:29:59","thirtyminutes0014","2020-10-31 07:00:00","2020-10-31 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1056,1056,1056,1056,NA,1056,0,420,420,0 -"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,898.999,898.999,898.999,898.999,NA,898.999,0,495,495,1 -"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,898.999,898.999,898.999,898.999,NA,898.999,0,495,495,0 +"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1101,1101,1101,1101,NA,1101,0,400,400,1 +"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,0 +"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1101,1101,1101,1101,NA,1101,0,400,400,0 +"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,0 +"thirtyminutes0014#2020-03-07 07:00:00,2020-03-07 07:29:59","thirtyminutes0014","2020-03-07 07:00:00","2020-03-07 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1056,1056,1056,1056,NA,1056,0,420,420,1 +"thirtyminutes0014#2020-10-31 07:00:00,2020-10-31 07:29:59","thirtyminutes0014","2020-10-31 07:00:00","2020-10-31 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1056,1056,1056,1056,NA,1056,0,420,420,0 +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,898.999,898.999,898.999,898.999,NA,898.999,0,495,495,1 +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,898.999,898.999,898.999,898.999,NA,898.999,0,495,495,0 "thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",0,0,NA,NA,0,1,1,920,920,920,920,NA,920,0,515,515,1,1,1,177,177,177,177,NA,177,0,510,510,1 -"thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",0,0,NA,NA,0,2,2,428,856,183,673,346.482322781408,183,0.519512697612674,512,519,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",1,1,528,528,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",0,0,NA,NA,0,2,2,428,856,183,673,346.482322781408,183,0.519512697612674,512,519,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",1,1,528,528,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",0,0,NA,NA,0,1,1,920,920,920,920,NA,920,0,515,515,0,1,1,177,177,177,177,NA,177,0,510,510,0 -"thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",0,0,NA,NA,0,2,2,428,856,183,673,346.482322781408,183,0.519512697612674,512,519,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",1,1,528,528,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0018#2020-03-09 09:00:00,2020-03-09 09:29:59","thirtyminutes0018","2020-03-09 09:00:00","2020-03-09 09:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,354.9995,709.999,0,709.999,502.045107535668,0,0,541,558,1 -"thirtyminutes0018#2020-11-02 09:00:00,2020-11-02 09:29:59","thirtyminutes0018","2020-11-02 09:00:00","2020-11-02 09:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,354.9995,709.999,0,709.999,502.045107535668,0,0,541,558,0 -"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,1 -"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 -"thirtyminutes0019#2020-03-09 09:30:00,2020-03-09 09:59:59","thirtyminutes0019","2020-03-09 09:30:00","2020-03-09 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,404,404,404,404,NA,404,0,570,570,0 -"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 -"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 -"thirtyminutes0019#2020-11-02 09:30:00,2020-11-02 09:59:59","thirtyminutes0019","2020-11-02 09:30:00","2020-11-02 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,404,404,404,404,NA,404,0,570,570,0 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0,0,NA,NA,0,1,1,1285,1285,1285,1285,NA,1285,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",0,0,NA,NA,0,1,1,1304,1304,1304,1304,NA,1304,0,600,600,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0,0,NA,NA,0,1,1,1285,1285,1285,1285,NA,1285,0,600,600,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",0,0,NA,NA,0,1,1,1304,1304,1304,1304,NA,1304,0,600,600,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 -"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 -"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,1 -"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 -"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 -"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 -"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0,0,NA,NA,0,1,1,1028,1028,1028,1028,NA,1028,0,724,724,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0,0,NA,NA,0,1,1,1028,1028,1028,1028,NA,1028,0,724,724,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",0,0,NA,NA,0,2,2,558.9995,1117.999,48.999,1069,721.24962391706,1069,0.180369911667285,753,779,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-03-08 12:30:00,2020-03-08 12:59:59","thirtyminutes0025","2020-03-08 12:30:00","2020-03-08 12:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,42,42,42,42,NA,42,0,769,769,1 -"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",0,0,NA,NA,0,2,2,558.9995,1117.999,48.999,1069,721.24962391706,1069,0.180369911667285,753,779,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-11-01 12:30:00,2020-11-01 12:59:59","thirtyminutes0025","2020-11-01 12:30:00","2020-11-01 12:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,42,42,42,42,NA,42,0,769,769,0 -"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",0,0,NA,NA,0,1,1,643,643,643,643,NA,643,0,780,780,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",0,0,NA,NA,0,1,1,643,643,643,643,NA,643,0,780,780,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 -"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,0 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,1,874,874,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,230,230,230,230,NA,230,0,870,870,1 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,1,874,874,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,230,230,230,230,NA,230,0,870,870,0 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0,0,NA,NA,0,1,1,223,223,223,223,NA,223,0,921,921,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0,0,NA,NA,0,1,1,223,223,223,223,NA,223,0,921,921,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",0,0,NA,NA,0,2,2,428,856,183,673,346.482322781408,183,0.519512697612674,512,519,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",1,1,528,528,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0018#2020-03-09 09:00:00,2020-03-09 09:29:59","thirtyminutes0018","2020-03-09 09:00:00","2020-03-09 09:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,2,2,354.9995,709.999,0,709.999,502.045107535668,0,0,541,558,1 +"thirtyminutes0018#2020-11-02 09:00:00,2020-11-02 09:29:59","thirtyminutes0018","2020-11-02 09:00:00","2020-11-02 09:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,2,2,354.9995,709.999,0,709.999,502.045107535668,0,0,541,558,0 +"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,1 +"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 +"thirtyminutes0019#2020-03-09 09:30:00,2020-03-09 09:59:59","thirtyminutes0019","2020-03-09 09:30:00","2020-03-09 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,404,404,404,404,NA,404,0,570,570,0 +"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 +"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 +"thirtyminutes0019#2020-11-02 09:30:00,2020-11-02 09:59:59","thirtyminutes0019","2020-11-02 09:30:00","2020-11-02 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,404,404,404,404,NA,404,0,570,570,0 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0,0,NA,NA,0,1,1,1285,1285,1285,1285,NA,1285,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",0,0,NA,NA,0,1,1,1304,1304,1304,1304,NA,1304,0,600,600,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0,0,NA,NA,0,1,1,1285,1285,1285,1285,NA,1285,0,600,600,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",0,0,NA,NA,0,1,1,1304,1304,1304,1304,NA,1304,0,600,600,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 +"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 +"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,1 +"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 +"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 +"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 +"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0,0,NA,NA,0,1,1,1028,1028,1028,1028,NA,1028,0,724,724,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0,0,NA,NA,0,1,1,1028,1028,1028,1028,NA,1028,0,724,724,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",0,0,NA,NA,0,2,2,558.9995,1117.999,48.999,1069,721.24962391706,1069,0.180369911667285,753,779,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-08 12:30:00,2020-03-08 12:59:59","thirtyminutes0025","2020-03-08 12:30:00","2020-03-08 12:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,42,42,42,42,NA,42,0,769,769,1 +"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",0,0,NA,NA,0,2,2,558.9995,1117.999,48.999,1069,721.24962391706,1069,0.180369911667285,753,779,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-11-01 12:30:00,2020-11-01 12:59:59","thirtyminutes0025","2020-11-01 12:30:00","2020-11-01 12:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,42,42,42,42,NA,42,0,769,769,0 +"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",0,0,NA,NA,0,1,1,643,643,643,643,NA,643,0,780,780,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",0,0,NA,NA,0,1,1,643,643,643,643,NA,643,0,780,780,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 +"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,0 +"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,1,874,874,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,230,230,230,230,NA,230,0,870,870,1 +"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,1,874,874,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,230,230,230,230,NA,230,0,870,870,0 +"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0,0,NA,NA,0,1,1,223,223,223,223,NA,223,0,921,921,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0,0,NA,NA,0,1,1,223,223,223,223,NA,223,0,921,921,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",0,0,NA,NA,0,1,1,566,566,566,566,NA,566,0,964,964,1,2,2,400.9995,801.999,0,801.999,567.09893140483,801.999,0,976,987,1 "thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",0,0,NA,NA,0,1,1,566,566,566,566,NA,566,0,964,964,0,2,2,400.9995,801.999,0,801.999,567.09893140483,801.999,0,976,987,0 -"thirtyminutes0033#2020-03-07 16:30:00,2020-03-07 16:59:59","thirtyminutes0033","2020-03-07 16:30:00","2020-03-07 16:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,631,631,631,631,NA,631,0,990,990,1 -"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1008,1008,0 -"thirtyminutes0033#2020-10-31 16:30:00,2020-10-31 16:59:59","thirtyminutes0033","2020-10-31 16:30:00","2020-10-31 16:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,631,631,631,631,NA,631,0,990,990,0 -"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1008,1008,0 -"thirtyminutes0034#2020-03-07 17:00:00,2020-03-07 17:29:59","thirtyminutes0034","2020-03-07 17:00:00","2020-03-07 17:29:59",1,1,1034,1034,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0034#2020-10-31 17:00:00,2020-10-31 17:29:59","thirtyminutes0034","2020-10-31 17:00:00","2020-10-31 17:29:59",1,1,1034,1034,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1206,1206,1206,1206,NA,1206,0,1051,1051,1 -"thirtyminutes0035#2020-03-09 17:30:00,2020-03-09 17:59:59","thirtyminutes0035","2020-03-09 17:30:00","2020-03-09 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,37,37,37,37,NA,37,0,1075,1075,0 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1206,1206,1206,1206,NA,1206,0,1051,1051,0 -"thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,37,37,37,37,NA,37,0,1075,1075,0 -"thirtyminutes0036#2020-03-07 18:00:00,2020-03-07 18:29:59","thirtyminutes0036","2020-03-07 18:00:00","2020-03-07 18:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1097,1097,1 -"thirtyminutes0036#2020-03-08 18:00:00,2020-03-08 18:29:59","thirtyminutes0036","2020-03-08 18:00:00","2020-03-08 18:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1101,1101,0 -"thirtyminutes0036#2020-10-31 18:00:00,2020-10-31 18:29:59","thirtyminutes0036","2020-10-31 18:00:00","2020-10-31 18:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1097,1097,0 -"thirtyminutes0036#2020-11-01 18:00:00,2020-11-01 18:29:59","thirtyminutes0036","2020-11-01 18:00:00","2020-11-01 18:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1101,1101,0 -"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1110,1110,1 -"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1110,1110,0 -"thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",1,1,1144,1144,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,516,1032,0,1032,729.734198184517,1032,0,1146,1167,1 -"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1151,1151,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",1,1,1144,1144,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,516,1032,0,1032,729.734198184517,1032,0,1146,1167,0 -"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1151,1151,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-03-07 19:30:00,2020-03-07 19:59:59","thirtyminutes0039","2020-03-07 19:30:00","2020-03-07 19:59:59",0,0,NA,NA,0,1,1,144,144,144,144,NA,144,0,1170,1170,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0,0,NA,NA,0,1,1,143,143,143,143,NA,143,0,1177,1177,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-10-31 19:30:00,2020-10-31 19:59:59","thirtyminutes0039","2020-10-31 19:30:00","2020-10-31 19:59:59",0,0,NA,NA,0,1,1,144,144,144,144,NA,144,0,1170,1170,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0,0,NA,NA,0,1,1,143,143,143,143,NA,143,0,1177,1177,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0,0,NA,NA,0,1,1,789,789,789,789,NA,789,0,1230,1230,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0,0,NA,NA,0,1,1,789,789,789,789,NA,789,0,1230,1230,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 +"thirtyminutes0033#2020-03-07 16:30:00,2020-03-07 16:59:59","thirtyminutes0033","2020-03-07 16:30:00","2020-03-07 16:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,631,631,631,631,NA,631,0,990,990,1 +"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1008,1008,0 +"thirtyminutes0033#2020-10-31 16:30:00,2020-10-31 16:59:59","thirtyminutes0033","2020-10-31 16:30:00","2020-10-31 16:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,631,631,631,631,NA,631,0,990,990,0 +"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1008,1008,0 +"thirtyminutes0034#2020-03-07 17:00:00,2020-03-07 17:29:59","thirtyminutes0034","2020-03-07 17:00:00","2020-03-07 17:29:59",1,1,1034,1034,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0034#2020-10-31 17:00:00,2020-10-31 17:29:59","thirtyminutes0034","2020-10-31 17:00:00","2020-10-31 17:29:59",1,1,1034,1034,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1206,1206,1206,1206,NA,1206,0,1051,1051,1 +"thirtyminutes0035#2020-03-09 17:30:00,2020-03-09 17:59:59","thirtyminutes0035","2020-03-09 17:30:00","2020-03-09 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,37,37,37,37,NA,37,0,1075,1075,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1206,1206,1206,1206,NA,1206,0,1051,1051,0 +"thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,37,37,37,37,NA,37,0,1075,1075,0 +"thirtyminutes0036#2020-03-07 18:00:00,2020-03-07 18:29:59","thirtyminutes0036","2020-03-07 18:00:00","2020-03-07 18:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1097,1097,1 +"thirtyminutes0036#2020-03-08 18:00:00,2020-03-08 18:29:59","thirtyminutes0036","2020-03-08 18:00:00","2020-03-08 18:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1101,1101,0 +"thirtyminutes0036#2020-10-31 18:00:00,2020-10-31 18:29:59","thirtyminutes0036","2020-10-31 18:00:00","2020-10-31 18:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1097,1097,0 +"thirtyminutes0036#2020-11-01 18:00:00,2020-11-01 18:29:59","thirtyminutes0036","2020-11-01 18:00:00","2020-11-01 18:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1101,1101,0 +"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1110,1110,1 +"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1110,1110,0 +"thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",1,1,1144,1144,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,2,2,516,1032,0,1032,729.734198184517,1032,0,1146,1167,1 +"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1151,1151,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",1,1,1144,1144,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,2,2,516,1032,0,1032,729.734198184517,1032,0,1146,1167,0 +"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1151,1151,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-03-07 19:30:00,2020-03-07 19:59:59","thirtyminutes0039","2020-03-07 19:30:00","2020-03-07 19:59:59",0,0,NA,NA,0,1,1,144,144,144,144,NA,144,0,1170,1170,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0,0,NA,NA,0,1,1,143,143,143,143,NA,143,0,1177,1177,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-10-31 19:30:00,2020-10-31 19:59:59","thirtyminutes0039","2020-10-31 19:30:00","2020-10-31 19:59:59",0,0,NA,NA,0,1,1,144,144,144,144,NA,144,0,1170,1170,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0,0,NA,NA,0,1,1,143,143,143,143,NA,143,0,1177,1177,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0,0,NA,NA,0,1,1,789,789,789,789,NA,789,0,1230,1230,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0,0,NA,NA,0,1,1,789,789,789,789,NA,789,0,1230,1230,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 "thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",0,0,NA,NA,0,1,1,325,325,325,325,NA,325,0,1275,1275,1,2,2,123.5,247,0,247,174.655374953077,247,0,1282,1283,0 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,0 +"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,0 "thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",0,0,NA,NA,0,1,1,325,325,325,325,NA,325,0,1275,1275,0,2,2,123.5,247,0,247,174.655374953077,247,0,1282,1283,0 -"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,1 -"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,0 -"thirtyminutes0044#2020-03-06 22:00:00,2020-03-06 22:29:59","thirtyminutes0044","2020-03-06 22:00:00","2020-03-06 22:29:59",1,1,1331,1331,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-03-09 22:00:00,2020-03-09 22:29:59","thirtyminutes0044","2020-03-09 22:00:00","2020-03-09 22:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1346,1346,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-10-30 22:00:00,2020-10-30 22:29:59","thirtyminutes0044","2020-10-30 22:00:00","2020-10-30 22:29:59",1,1,1331,1331,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-11-02 22:00:00,2020-11-02 22:29:59","thirtyminutes0044","2020-11-02 22:00:00","2020-11-02 22:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1346,1346,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-03-09 22:30:00,2020-03-09 22:59:59","thirtyminutes0045","2020-03-09 22:30:00","2020-03-09 22:59:59",0,0,NA,NA,0,1,1,267,267,267,267,NA,267,0,1350,1350,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-11-02 22:30:00,2020-11-02 22:59:59","thirtyminutes0045","2020-11-02 22:30:00","2020-11-02 22:59:59",0,0,NA,NA,0,1,1,267,267,267,267,NA,267,0,1350,1350,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,1 +"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,0 +"thirtyminutes0044#2020-03-06 22:00:00,2020-03-06 22:29:59","thirtyminutes0044","2020-03-06 22:00:00","2020-03-06 22:29:59",1,1,1331,1331,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-03-09 22:00:00,2020-03-09 22:29:59","thirtyminutes0044","2020-03-09 22:00:00","2020-03-09 22:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1346,1346,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-10-30 22:00:00,2020-10-30 22:29:59","thirtyminutes0044","2020-10-30 22:00:00","2020-10-30 22:29:59",1,1,1331,1331,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-11-02 22:00:00,2020-11-02 22:29:59","thirtyminutes0044","2020-11-02 22:00:00","2020-11-02 22:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1346,1346,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-03-09 22:30:00,2020-03-09 22:59:59","thirtyminutes0045","2020-03-09 22:30:00","2020-03-09 22:59:59",0,0,NA,NA,0,1,1,267,267,267,267,NA,267,0,1350,1350,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-11-02 22:30:00,2020-11-02 22:59:59","thirtyminutes0045","2020-11-02 22:30:00","2020-11-02 22:59:59",0,0,NA,NA,0,1,1,267,267,267,267,NA,267,0,1350,1350,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 diff --git a/tests/data/processed/features/mtz_frequency/ios/phone_conversation.csv b/tests/data/processed/features/mtz_frequency/ios/phone_conversation.csv index aaa10b34..a8654278 100644 --- a/tests/data/processed/features/mtz_frequency/ios/phone_conversation.csv +++ b/tests/data/processed/features/mtz_frequency/ios/phone_conversation.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_conversation_rapids_noiseexpectedfraction","phone_conversation_rapids_minutessilence","phone_conversation_rapids_noiseminenergy","phone_conversation_rapids_timefirstconversation","phone_conversation_rapids_maxconversationduration","phone_conversation_rapids_avgconversationduration","phone_conversation_rapids_noisesdenergy","phone_conversation_rapids_noisesensedfraction","phone_conversation_rapids_voicemaxenergy","phone_conversation_rapids_unknownsensedfraction","phone_conversation_rapids_sumconversationduration","phone_conversation_rapids_voiceminenergy","phone_conversation_rapids_voicesensedfraction","phone_conversation_rapids_voiceavgenergy","phone_conversation_rapids_minconversationduration","phone_conversation_rapids_silencesensedfraction","phone_conversation_rapids_unknownexpectedfraction","phone_conversation_rapids_minutesvoice","phone_conversation_rapids_voicesdenergy","phone_conversation_rapids_voiceexpectedfraction","phone_conversation_rapids_silenceexpectedfraction","phone_conversation_rapids_noisemaxenergy","phone_conversation_rapids_voicesumenergy","phone_conversation_rapids_noiseavgenergy","phone_conversation_rapids_minutesnoise","phone_conversation_rapids_sdconversationduration","phone_conversation_rapids_noisesumenergy","phone_conversation_rapids_minutesunknown","phone_conversation_rapids_countconversation","phone_conversation_rapids_timelastconversation" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_conversation_rapids_voiceexpectedfraction","phone_conversation_rapids_noisemaxenergy","phone_conversation_rapids_noiseexpectedfraction","phone_conversation_rapids_voiceavgenergy","phone_conversation_rapids_minutesnoise","phone_conversation_rapids_voicemaxenergy","phone_conversation_rapids_voiceminenergy","phone_conversation_rapids_countconversation","phone_conversation_rapids_voicesumenergy","phone_conversation_rapids_voicesensedfraction","phone_conversation_rapids_silencesensedfraction","phone_conversation_rapids_noisesdenergy","phone_conversation_rapids_minutessilence","phone_conversation_rapids_unknownexpectedfraction","phone_conversation_rapids_voicesdenergy","phone_conversation_rapids_minutesunknown","phone_conversation_rapids_timelastconversation","phone_conversation_rapids_noisesumenergy","phone_conversation_rapids_minutesvoice","phone_conversation_rapids_sdconversationduration","phone_conversation_rapids_timefirstconversation","phone_conversation_rapids_sumconversationduration","phone_conversation_rapids_noisesensedfraction","phone_conversation_rapids_avgconversationduration","phone_conversation_rapids_noiseminenergy","phone_conversation_rapids_silenceexpectedfraction","phone_conversation_rapids_unknownsensedfraction","phone_conversation_rapids_maxconversationduration","phone_conversation_rapids_minconversationduration","phone_conversation_rapids_noiseavgenergy" diff --git a/tests/data/processed/features/mtz_frequency/ios/phone_keyboard.csv b/tests/data/processed/features/mtz_frequency/ios/phone_keyboard.csv index 3dcb62f1..b320b177 100644 --- a/tests/data/processed/features/mtz_frequency/ios/phone_keyboard.csv +++ b/tests/data/processed/features/mtz_frequency/ios/phone_keyboard.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_lastmessagelength" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthequaltominusone" diff --git a/tests/data/processed/features/mtz_frequency/ios/phone_screen.csv b/tests/data/processed/features/mtz_frequency/ios/phone_screen.csv index df4451f1..5e11f7d1 100644 --- a/tests/data/processed/features/mtz_frequency/ios/phone_screen.csv +++ b/tests/data/processed/features/mtz_frequency/ios/phone_screen.csv @@ -1,47 +1,23 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_screen_rapids_countepisodeunlock","phone_screen_rapids_sumdurationunlock","phone_screen_rapids_maxdurationunlock","phone_screen_rapids_mindurationunlock","phone_screen_rapids_avgdurationunlock","phone_screen_rapids_stddurationunlock","phone_screen_rapids_firstuseafter00unlock" -"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,5.18333333333333 -"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,5.18333333333333 -"thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",1,4.9999,4.9999,4.9999,4.9999,NA,55 -"thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59","thirtyminutes0002","2020-03-08 01:00:00","2020-03-08 01:29:59",1,24.9995833333333,24.9995833333333,24.9995833333333,24.9995833333333,NA,60 -"thirtyminutes0003#2020-11-01 01:30:00,2020-11-01 01:59:59","thirtyminutes0003","2020-11-01 01:30:00","2020-11-01 01:59:59",1,4.9999,4.9999,4.9999,4.9999,NA,115 -"thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59","thirtyminutes0004","2020-11-01 02:00:00","2020-11-01 02:29:59",1,24.9995833333333,24.9995833333333,24.9995833333333,24.9995833333333,NA,120 -"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",1,6.00136666666667,6.00136666666667,6.00136666666667,6.00136666666667,NA,170.5 -"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",1,6.00136666666667,6.00136666666667,6.00136666666667,6.00136666666667,NA,170.5 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,181 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,181 -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,3.13668333333333,3.13668333333333,3.13668333333333,3.13668333333333,NA,356.85 -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,3.13668333333333,3.13668333333333,3.13668333333333,3.13668333333333,NA,356.85 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,3.86158333333333,3.86158333333333,3.86158333333333,3.86158333333333,NA,360 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,3.86158333333333,3.86158333333333,3.86158333333333,3.86158333333333,NA,360 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,21.6595333333333,21.6595333333333,21.6595333333333,21.6595333333333,NA,600.4 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,21.6595333333333,21.6595333333333,21.6595333333333,21.6595333333333,NA,600.4 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,2.4361,2.4361,2.4361,2.4361,NA,717.55 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",1,2.4361,2.4361,2.4361,2.4361,NA,717.55 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1,12.5656666666667,12.5656666666667,12.5656666666667,12.5656666666667,NA,720 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1,12.5656666666667,12.5656666666667,12.5656666666667,12.5656666666667,NA,720 -"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",1,1.9833,1.9833,1.9833,1.9833,NA,778.016666666667 -"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",1,1.9833,1.9833,1.9833,1.9833,NA,778.016666666667 -"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",1,3.0166,3.0166,3.0166,3.0166,NA,780 -"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",1,3.0166,3.0166,3.0166,3.0166,NA,780 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,8.95798333333333,8.95798333333333,8.95798333333333,8.95798333333333,NA,891.033333333333 -"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,888.016666666667 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,8.95798333333333,8.95798333333333,8.95798333333333,8.95798333333333,NA,891.033333333333 -"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,888.016666666667 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0489333333333333,0.0489333333333333,0.0489333333333333,0.0489333333333333,NA,900 -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0489333333333333,0.0489333333333333,0.0489333333333333,0.0489333333333333,NA,900 -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,8.54903333333333,8.54903333333333,8.54903333333333,8.54903333333333,NA,1071.45 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,8.54903333333333,8.54903333333333,8.54903333333333,8.54903333333333,NA,1071.45 -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,8.43993333333333,8.43993333333333,8.43993333333333,8.43993333333333,NA,1080 -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,8.43993333333333,8.43993333333333,8.43993333333333,8.43993333333333,NA,1080 -"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",1,5.9999,5.9999,5.9999,5.9999,NA,1133.01666666667 -"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",1,5.9999,5.9999,5.9999,5.9999,NA,1133.01666666667 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",1,17.0195166666667,17.0195166666667,17.0195166666667,17.0195166666667,NA,1242.96666666667 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",1,17.0195166666667,17.0195166666667,17.0195166666667,17.0195166666667,NA,1242.96666666667 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",1,1.97485,1.97485,1.97485,1.97485,NA,1260 -"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1265 -"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",1,1.99996666666667,1.99996666666667,1.99996666666667,1.99996666666667,NA,1265 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",1,1.97485,1.97485,1.97485,1.97485,NA,1260 -"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1265 -"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",1,1.99996666666667,1.99996666666667,1.99996666666667,1.99996666666667,NA,1265 -"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1322 -"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1322 +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",7,94.6512666666667,21.6595333333333,6.00136666666667,13.5216095238095,6.18978716736703,170.5 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",4,18.9996833333333,5.9999,3.99993333333333,4.74992083333333,0.957411150637875,5.18333333333333 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",3,35.9994,29.9995,2.99995,11.9998,15.5881974604988,5 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",2,5.9999,3.99993333333333,1.99996666666667,2.99995,1.41418999214706,181 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",7,94.6512666666667,21.6595333333333,6.00136666666667,13.5216095238095,6.18978716736703,170.5 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",4,18.9996833333333,5.9999,3.99993333333333,4.74992083333333,0.957411150637875,5.18333333333333 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",3,35.9994,29.9995,2.99995,11.9998,15.5881974604988,5 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",2,5.9999,3.99993333333333,1.99996666666667,2.99995,1.41418999214706,181 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",3,27.9572166666667,21.6595333333333,2.4361,9.31907222222222,10.7108933338698,360 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",3,27.9572166666667,21.6595333333333,2.4361,9.31907222222222,10.7108933338698,360 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",14,149.65035,29.9995,2.99995,10.6893107142857,8.41713211936808,170.5 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",9,60.9989833333333,29.9995,1.99996666666667,6.77766481481481,8.78589046811643,5.18333333333333 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",5,41.9993,29.9995,1.99996666666667,8.39986,12.095252100472,5 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",2,5.9999,3.99993333333333,1.99996666666667,2.99995,1.41418999214706,181 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",7,94.6512666666667,21.6595333333333,6.00136666666667,13.5216095238095,6.18978716736703,170.5 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",11,113.65095,21.6595333333333,3.99993333333333,10.3319045454545,6.54587192809369,170.5 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",14,149.65035,29.9995,2.99995,10.6893107142857,8.41713211936808,170.5 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",9,60.9989833333333,29.9995,1.99996666666667,6.77766481481481,8.78589046811643,5.18333333333333 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",5,41.9993,29.9995,1.99996666666667,8.39986,12.095252100472,5 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",2,5.9999,3.99993333333333,1.99996666666667,2.99995,1.41418999214706,181 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",14,149.65035,29.9995,2.99995,10.6893107142857,8.41713211936808,170.5 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",14,149.65035,29.9995,2.99995,10.6893107142857,8.41713211936808,170.5 diff --git a/tests/data/processed/features/mtz_periodic/android/phone_activity_recognition.csv b/tests/data/processed/features/mtz_periodic/android/phone_activity_recognition.csv index 3218e074..b8abbe60 100644 --- a/tests/data/processed/features/mtz_periodic/android/phone_activity_recognition.csv +++ b/tests/data/processed/features/mtz_periodic/android/phone_activity_recognition.csv @@ -1,18 +1,18 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_activity_recognition_rapids_count","phone_activity_recognition_rapids_mostcommonactivity","phone_activity_recognition_rapids_countuniqueactivities","phone_activity_recognition_rapids_durationstationary","phone_activity_recognition_rapids_durationmobile","phone_activity_recognition_rapids_durationvehicle" "daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",47,3,8,89.8647166666667,112.7929,43.7290666666667 "daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",10,3,4,19.9996666666667,19.9996666666667,9.99983333333333 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",5,5,2,14.99975,9.99983333333333,NA +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",5,5,2,14.99975,9.99983333333333,0 "daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",5,0,3,6.99988333333333,9.99983333333333,9.99983333333333 "daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",47,3,8,89.8647166666667,112.7929,43.7290666666667 "daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",9,3,4,14.99975,19.9996666666667,9.99983333333333 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",6,5,3,19.9996666666667,9.99983333333333,NA +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",6,5,3,19.9996666666667,9.99983333333333,0 "daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",5,0,3,6.99988333333333,9.99983333333333,9.99983333333333 "morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",13,3,5,19.8658833333333,44.4810333333333,15.1531666666667 -"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",2,7,1,NA,9.99983333333333,NA -"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",2,7,1,NA,9.99983333333333,NA +"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",2,7,1,0,9.99983333333333,0 +"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",2,7,1,0,9.99983333333333,0 "morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",13,3,5,19.8658833333333,44.4810333333333,15.1531666666667 -"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",2,7,1,NA,9.99983333333333,NA -"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",2,7,1,NA,9.99983333333333,NA +"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",2,7,1,0,9.99983333333333,0 +"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",2,7,1,0,9.99983333333333,0 "threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",62,3,8,124.864133333333,142.7924,53.7289 "threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",20,3,6,41.9993,39.9993333333333,19.9996666666667 "threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",10,5,5,21.9996333333333,19.9996666666667,9.99983333333333 diff --git a/tests/data/processed/features/mtz_periodic/android/phone_applications_foreground.csv b/tests/data/processed/features/mtz_periodic/android/phone_applications_foreground.csv index 042149fa..e2da7907 100644 --- a/tests/data/processed/features/mtz_periodic/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_periodic/android/phone_applications_foreground.csv @@ -1,23 +1,23 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android" -"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1250,0,8,NA,NA,NA,0 -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",14,0.2,4.44993333333333,1.35950833333333,19.0331166666667,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1267,2.03511023912216,26,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1266,0,5,NA,NA,NA,0 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",9,0.166666666666667,14.4997666666667,2.53700185185185,22.8330166666667,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,55,1324,1.6987829895138,12,55,55,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,1322,0,2,NA,NA,NA,0 -"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0 -"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1250,0,8,NA,NA,NA,0 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",14,0.2,4.44993333333333,1.35950833333333,19.0331166666667,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1267,2.03511023912216,26,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1266,0,5,NA,NA,NA,0 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",9,0.166666666666667,14.4997666666667,2.53700185185185,22.8330166666667,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,115,1324,1.6987829895138,12,115,115,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,1322,0,2,NA,NA,NA,0 -"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0 -"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 -"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 -"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,55,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",19,0.2,20.1497,4.09731403508772,77.8489666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,1267,55,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0 -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",11,0.5,20.1497,5.34689545454545,58.81585,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,55,1290,1.95663256493768,29,55,55,0,1,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,1269,0,6,NA,NA,NA,0 -"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0 -"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,608,1250,0,8,NA,NA,NA,0 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",23,0.0333333333333333,243.695966666668,15.6130340579711,359.099783333335,2,0.3,2.49996666666667,1.39998333333333,2.79996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1267,2.37470761689401,74,1258,1267,0,2,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1266,0,13,NA,NA,NA,0 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,115,0.636514168294813,3,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",19,0.2,14.4997666666667,3.73328421052632,70.9324,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,1267,115,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0 -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",11,0.5,14.4997666666667,4.71811666666667,51.8992833333333,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,115,1290,1.95663256493768,29,115,115,0,1,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,1269,0,6,NA,NA,NA,0 -"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0 -"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,55,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,115,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",14,0.2,4.44993333333333,1.35950833333333,19.0331166666667,1,0.3,0.3,0.3,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,1267,2.03511023912216,26,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1266,0,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",9,0.166666666666667,14.4997666666667,2.53700185185185,22.8330166666667,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,55,1324,1.6987829895138,12,55,55,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,1322,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",14,0.2,4.44993333333333,1.35950833333333,19.0331166666667,1,0.3,0.3,0.3,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,1267,2.03511023912216,26,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1266,0,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",9,0.166666666666667,14.4997666666667,2.53700185185185,22.8330166666667,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,1324,1.6987829895138,12,115,115,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,1322,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1324,2.40472610110581,86,1258,55,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",19,0.2,20.1497,4.09731403508772,77.8489666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,1290,2.15824287291606,55,1267,55,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",11,0.5,20.1497,5.34689545454545,58.81585,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,55,1290,1.95663256493768,29,55,55,0,1,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,70,1269,0,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",23,0.0333333333333333,243.695966666668,15.6130340579711,359.099783333335,2,0.3,2.49996666666667,1.39998333333333,2.79996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1267,2.37470761689401,74,1258,1267,0,2,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1266,0,13,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1324,2.40472610110581,86,1258,115,0.636514168294813,3,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",19,0.2,14.4997666666667,3.73328421052632,70.9324,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,1290,2.15824287291606,55,1267,115,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",11,0.5,14.4997666666667,4.71811666666667,51.8992833333333,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,115,1290,1.95663256493768,29,115,115,0,1,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,130,1269,0,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1324,2.40472610110581,86,1258,55,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1324,2.40472610110581,86,1258,115,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0 diff --git a/tests/data/processed/features/mtz_periodic/android/phone_calls.csv b/tests/data/processed/features/mtz_periodic/android/phone_calls.csv index 04aca012..f9c0daa8 100644 --- a/tests/data/processed/features/mtz_periodic/android/phone_calls.csv +++ b/tests/data/processed/features/mtz_periodic/android/phone_calls.csv @@ -9,11 +9,11 @@ "daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",3,3,198,1008,0,3,3,514,1542,427,623,99.8348636499294,427,1.08686617450757,278,1166,0,3,3,423.666666666667,1271,32,1104,591.432441901299,135,0.454005239398052,268,1075,0 "morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,978.333333333333,2935,759,1116,192.000868053593,1116,1.08558305836162,418,687,1 "morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,684.999666666667,2054.999,179.999,1116,472.367976264621,1116,0.913208762164393,418,687,1 -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,1,528,528,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,1,528,528,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",1,1,541,541,0,1,1,623,623,623,623,NA,623,0,692,692,0,1,1,1104,1104,1104,1104,NA,1104,0,558,558,0 "morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,978.333333333333,2935,759,1116,192.000868053593,1116,1.08558305836162,418,687,1 "morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,684.999666666667,2054.999,179.999,1116,472.367976264621,1116,0.913208762164393,418,687,1 -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,1,528,528,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,1,528,528,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",1,1,541,541,0,1,1,623,623,623,623,NA,623,0,692,692,0,1,1,1104,1104,1104,1104,NA,1104,0,558,558,0 "threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",11,6,13,528,5,19,10,930.052631578947,17671,128,1719,474.59099041926,667,2.8055376905242,163,237,6,16,9,949.9374375,15198.999,32,1543,486.635008836256,1116,2.61330135085142,172,1282,4 "threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",8,8,589,528,1,12,12,787.416666666667,9449,128,1719,465.213628021546,667,2.32196679578331,519,237,1,11,11,647.818090909091,7125.999,32,1543,570.769005115109,32,2.00189616665475,418,1282,1 diff --git a/tests/data/processed/features/mtz_periodic/android/phone_keyboard.csv b/tests/data/processed/features/mtz_periodic/android/phone_keyboard.csv index 774fab43..05ab3795 100644 --- a/tests/data/processed/features/mtz_periodic/android/phone_keyboard.csv +++ b/tests/data/processed/features/mtz_periodic/android/phone_keyboard.csv @@ -1,25 +1,25 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_totalkeyboardtouches" -"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",3,4000,1583.33333333333,NA,NA,4,NA,21,21,2.5 -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",4,1506.66666666667,1006.66666666667,NA,NA,4,NA,5.75,5,2.75 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",6,6519.5,863.277777777778,NA,1,4,1,4.16666666666667,3.4,3.5 -"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",3,1000,1000,NA,NA,4,NA,5.5,5,1 -"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",3,4000,1583.33333333333,NA,NA,4,NA,21,21,2.5 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",4,1506.66666666667,1006.66666666667,NA,NA,4,NA,5.75,5,2.75 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",6,6519.5,863.277777777778,NA,1,4,1,4.16666666666667,3.4,3.5 -"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",2,500,1000,NA,NA,3,NA,5.33333333333333,5.33333333333333,1.33333333333333 -"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",3,1840,1117.77777777778,NA,NA,4,NA,5.75,5,2.75 -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,NA,NA,NA,NA,1,NA,2,2,1 -"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",4,1506.66666666667,1006.66666666667,NA,NA,4,NA,5.75,5,2.75 -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,NA,NA,NA,NA,1,NA,2,2,1 -"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",13,3694.875,1187.06944444444,NA,1,12,1,9.42857142857143,9.30769230769231,3 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",12,3259.83333333333,1013.31481481481,NA,1,11,1,5.15384615384615,4.33333333333333,2.76923076923077 -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",9,4679.66666666667,908.851851851852,NA,1,7,1,4.88888888888889,4,2.77777777777778 -"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",3,1000,1000,NA,NA,4,NA,5.5,5,1 -"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",3,4000,1583.33333333333,NA,NA,4,NA,21,21,2.5 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",7,2753.33333333333,1295,NA,NA,8,NA,13.375,13,2.625 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",13,3694.875,1187.06944444444,NA,1,12,1,9.42857142857143,9.30769230769231,3 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",12,2651.28571428571,957.759259259259,NA,1,10,1,5.08333333333333,4.41666666666667,3 -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",8,3509.75,908.851851851852,NA,1,6,1,4.75,4.125,3.125 -"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",2,500,1000,NA,NA,3,NA,5.33333333333333,5.33333333333333,1.33333333333333 -"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",13,3694.875,1187.06944444444,NA,1,12,1,9.42857142857143,9.30769230769231,3 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",12,3284.33333333333,1187.06944444444,NA,1,12,1,9.92307692307692,9.30769230769231,3.23076923076923 +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",3,4000,1583.33333333333,0,0,4,0,21,21,2.5 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",4,1506.66666666667,1006.66666666667,0,0,4,0,5.75,5,2.75 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",6,6519.5,863.277777777778,0,1,4,1,4.16666666666667,3.4,3.5 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",3,1000,1000,0,0,4,0,5.5,5,1 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",3,4000,1583.33333333333,0,0,4,0,21,21,2.5 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",4,1506.66666666667,1006.66666666667,0,0,4,0,5.75,5,2.75 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",6,6519.5,863.277777777778,0,1,4,1,4.16666666666667,3.4,3.5 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",2,500,1000,0,0,3,0,5.33333333333333,5.33333333333333,1.33333333333333 +"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",3,1840,1117.77777777778,0,0,4,0,5.75,5,2.75 +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,0,NA,0,0,1,0,2,2,1 +"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",4,1506.66666666667,1006.66666666667,0,0,4,0,5.75,5,2.75 +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,0,NA,0,0,1,0,2,2,1 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",13,3694.875,1187.06944444444,0,1,12,1,9.42857142857143,9.30769230769231,3 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",12,3259.83333333333,1013.31481481481,0,1,11,1,5.15384615384615,4.33333333333333,2.76923076923077 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",9,4679.66666666667,908.851851851852,0,1,7,1,4.88888888888889,4,2.77777777777778 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",3,1000,1000,0,0,4,0,5.5,5,1 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",3,4000,1583.33333333333,0,0,4,0,21,21,2.5 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",7,2753.33333333333,1295,0,0,8,0,13.375,13,2.625 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",13,3694.875,1187.06944444444,0,1,12,1,9.42857142857143,9.30769230769231,3 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",12,2651.28571428571,957.759259259259,0,1,10,1,5.08333333333333,4.41666666666667,3 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",8,3509.75,908.851851851852,0,1,6,1,4.75,4.125,3.125 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",2,500,1000,0,0,3,0,5.33333333333333,5.33333333333333,1.33333333333333 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",13,3694.875,1187.06944444444,0,1,12,1,9.42857142857143,9.30769230769231,3 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",12,3284.33333333333,1187.06944444444,0,1,12,1,9.92307692307692,9.30769230769231,3.23076923076923 diff --git a/tests/data/processed/features/mtz_periodic/ios/phone_activity_recognition.csv b/tests/data/processed/features/mtz_periodic/ios/phone_activity_recognition.csv index 7b4f358c..1a3b3b7d 100644 --- a/tests/data/processed/features/mtz_periodic/ios/phone_activity_recognition.csv +++ b/tests/data/processed/features/mtz_periodic/ios/phone_activity_recognition.csv @@ -1,18 +1,18 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_activity_recognition_rapids_count","phone_activity_recognition_rapids_mostcommonactivity","phone_activity_recognition_rapids_countuniqueactivities","phone_activity_recognition_rapids_durationstationary","phone_activity_recognition_rapids_durationmobile","phone_activity_recognition_rapids_durationvehicle" "daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",47,3,6,89.8647166666667,112.7929,43.7290666666667 "daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",10,3,3,19.9996666666667,19.9996666666667,9.99983333333333 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",5,3,2,14.99975,9.99983333333333,NA +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",5,3,2,14.99975,9.99983333333333,0 "daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",5,0,3,6.99988333333333,9.99983333333333,9.99983333333333 "daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",47,3,6,89.8647166666667,112.7929,43.7290666666667 "daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",9,7,3,14.99975,19.9996666666667,9.99983333333333 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",6,3,2,19.9996666666667,9.99983333333333,NA +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",6,3,2,19.9996666666667,9.99983333333333,0 "daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",5,0,3,6.99988333333333,9.99983333333333,9.99983333333333 "morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",13,7,4,19.8658833333333,44.4810333333333,15.1531666666667 -"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",2,7,1,NA,9.99983333333333,NA -"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",2,7,1,NA,9.99983333333333,NA +"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",2,7,1,0,9.99983333333333,0 +"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",2,7,1,0,9.99983333333333,0 "morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",13,7,4,19.8658833333333,44.4810333333333,15.1531666666667 -"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",2,7,1,NA,9.99983333333333,NA -"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",2,7,1,NA,9.99983333333333,NA +"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",2,7,1,0,9.99983333333333,0 +"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",2,7,1,0,9.99983333333333,0 "threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",62,3,6,124.864133333333,142.7924,53.7289 "threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",20,3,4,41.9993,39.9993333333333,19.9996666666667 "threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",10,3,4,21.9996333333333,19.9996666666667,9.99983333333333 diff --git a/tests/data/processed/features/mtz_periodic/ios/phone_applications_foreground.csv b/tests/data/processed/features/mtz_periodic/ios/phone_applications_foreground.csv index 96924e63..3c8117f0 100644 --- a/tests/data/processed/features/mtz_periodic/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_periodic/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropytop1global" diff --git a/tests/data/processed/features/mtz_periodic/ios/phone_calls.csv b/tests/data/processed/features/mtz_periodic/ios/phone_calls.csv index 24f83197..702e4db9 100644 --- a/tests/data/processed/features/mtz_periodic/ios/phone_calls.csv +++ b/tests/data/processed/features/mtz_periodic/ios/phone_calls.csv @@ -9,11 +9,11 @@ "daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",0,0,NA,NA,0,3,3,524.666666666667,1574,439,638,102.34419052068,439,1.08679835776769,278,1346,0,6,6,215.166666666667,1291,0,1114,443.663122951037,0,0.470734328603488,198,1075,0 "morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",0,0,NA,NA,0,2,2,1102.5,2205,920,1285,258.09397513309,920,0.679610106244749,515,600,1,4,4,736.5,2946,0,1101,513.682457036121,1101,1.08663786141562,400,687,1 "morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",0,0,NA,NA,0,3,3,720,2160,183,1304,561.975978134297,183,0.877593776130338,512,600,0,3,3,633.333333333333,1900,0,1131,577.57625759144,1131,0.675148764608652,418,687,0 -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,1,528,528,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,1,528,528,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,0,2,2,557,1114,0,1114,787.716954241814,0,0,541,558,0 "morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",0,0,NA,NA,0,2,2,1102.5,2205,920,1285,258.09397513309,920,0.679610106244749,515,600,0,4,4,736.5,2946,0,1101,513.682457036121,1101,1.08663786141562,400,687,0 "morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",0,0,NA,NA,0,3,3,720,2160,183,1304,561.975978134297,183,0.877593776130338,512,600,0,3,3,633.333333333333,1900,0,1131,577.57625759144,1131,0.675148764608652,418,687,0 -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,1,528,528,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,1,528,528,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,0,2,2,557,1114,0,1114,787.716954241814,0,0,541,558,0 "threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",5,5,874,528,1,17,17,833.764705882353,14174,143,1730,473.744199095325,449,2.66490275337698,163,237,1,23,23,571.95652173913,13155,0,1556,595.90324704762,0,2.48437998679661,13,1283,1 "threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",2,2,1034,528,0,12,12,668.25,8019,143,1304,390.918993003549,183,2.32124820396783,512,237,1,16,16,404.3125,6469,0,1556,580.481836494476,0,1.80809251164474,418,1283,1 diff --git a/tests/data/processed/features/mtz_periodic/ios/phone_keyboard.csv b/tests/data/processed/features/mtz_periodic/ios/phone_keyboard.csv index 3dcb62f1..2d14c8e1 100644 --- a/tests/data/processed/features/mtz_periodic/ios/phone_keyboard.csv +++ b/tests/data/processed/features/mtz_periodic/ios/phone_keyboard.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_lastmessagelength" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_changeintextlengthmorethanone" diff --git a/tests/data/processed/features/stz_event/android/phone_applications_foreground.csv b/tests/data/processed/features/stz_event/android/phone_applications_foreground.csv index 23971d00..89637880 100644 --- a/tests/data/processed/features/stz_event/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_event/android/phone_applications_foreground.csv @@ -1,3 +1,3 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube" -"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,313,2.00118276280107,21,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,310,NA,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,313,2.00118276280107,21,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,310,NA,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1068,313,2.00118276280107,21,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,310,NA,5,NA,NA,NA,0,NA,NA,NA,0 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1068,313,2.00118276280107,21,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,310,NA,5,NA,NA,NA,0,NA,NA,NA,0 diff --git a/tests/data/processed/features/stz_event/android/phone_keyboard.csv b/tests/data/processed/features/stz_event/android/phone_keyboard.csv index 4c4d0545..d6920d43 100644 --- a/tests/data/processed/features/stz_event/android/phone_keyboard.csv +++ b/tests/data/processed/features/stz_event/android/phone_keyboard.csv @@ -1,3 +1,3 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_totalkeyboardtouches" -"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",2,0,NA,NA,NA,1,NA,2,2,1.5 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",2,0,NA,NA,NA,1,NA,2,2,1.5 +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",2,0,NA,0,0,1,0,2,2,1.5 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",2,0,NA,0,0,1,0,2,2,1.5 diff --git a/tests/data/processed/features/stz_event/ios/phone_applications_foreground.csv b/tests/data/processed/features/stz_event/ios/phone_applications_foreground.csv index 3549a113..78e77c61 100644 --- a/tests/data/processed/features/stz_event/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_event/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.twitter.android" diff --git a/tests/data/processed/features/stz_event/ios/phone_keyboard.csv b/tests/data/processed/features/stz_event/ios/phone_keyboard.csv index 3dcb62f1..5163dc7b 100644 --- a/tests/data/processed/features/stz_event/ios/phone_keyboard.csv +++ b/tests/data/processed/features/stz_event/ios/phone_keyboard.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_lastmessagelength" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_averageinterkeydelay" diff --git a/tests/data/processed/features/stz_frequency/android/phone_activity_recognition.csv b/tests/data/processed/features/stz_frequency/android/phone_activity_recognition.csv index 3f103f9e..1cf89611 100644 --- a/tests/data/processed/features/stz_frequency/android/phone_activity_recognition.csv +++ b/tests/data/processed/features/stz_frequency/android/phone_activity_recognition.csv @@ -37,14 +37,14 @@ "thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,8,1,0,4.99991666666667,0 "thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",2,8,1,0,9.99983333333333,0 "thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",2,8,1,0,9.99983333333333,0 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,0,1,0,NA,10.15325 -"thirtyminutes0020#2020-03-09 10:00:00,2020-03-09 10:29:59","thirtyminutes0020","2020-03-09 10:00:00","2020-03-09 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,0,1,0,NA,10.15325 -"thirtyminutes0020#2020-11-02 10:00:00,2020-11-02 10:29:59","thirtyminutes0020","2020-11-02 10:00:00","2020-11-02 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0021#2020-03-09 10:30:00,2020-03-09 10:59:59","thirtyminutes0021","2020-03-09 10:30:00","2020-03-09 10:59:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0021#2020-11-02 10:30:00,2020-11-02 10:59:59","thirtyminutes0021","2020-11-02 10:30:00","2020-11-02 10:59:59",1,7,1,0,4.99991666666667,NA +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,0,1,0,0,10.15325 +"thirtyminutes0020#2020-03-09 10:00:00,2020-03-09 10:29:59","thirtyminutes0020","2020-03-09 10:00:00","2020-03-09 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,0,1,0,0,10.15325 +"thirtyminutes0020#2020-11-02 10:00:00,2020-11-02 10:29:59","thirtyminutes0020","2020-11-02 10:00:00","2020-11-02 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0021#2020-03-09 10:30:00,2020-03-09 10:59:59","thirtyminutes0021","2020-03-09 10:30:00","2020-03-09 10:59:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0021#2020-11-02 10:30:00,2020-11-02 10:59:59","thirtyminutes0021","2020-11-02 10:30:00","2020-11-02 10:59:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",1,2,1,0,4.99991666666667,0 "thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",1,2,1,0,4.99991666666667,0 "thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,2,1,0,4.99991666666667,0 @@ -65,16 +65,16 @@ "thirtyminutes0028#2020-11-01 14:00:00,2020-11-01 14:29:59","thirtyminutes0028","2020-11-01 14:00:00","2020-11-01 14:29:59",1,5,1,4.99991666666667,0,0 "thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,3,1,0.859083333333333,0,0 "thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,3,1,0.859083333333333,0,0 -"thirtyminutes0030#2020-03-07 15:00:00,2020-03-07 15:29:59","thirtyminutes0030","2020-03-07 15:00:00","2020-03-07 15:29:59",1,2,1,NA,4.99991666666667,0 -"thirtyminutes0030#2020-03-08 15:00:00,2020-03-08 15:29:59","thirtyminutes0030","2020-03-08 15:00:00","2020-03-08 15:29:59",1,5,1,4.99991666666667,NA,0 -"thirtyminutes0030#2020-10-31 15:00:00,2020-10-31 15:29:59","thirtyminutes0030","2020-10-31 15:00:00","2020-10-31 15:29:59",1,2,1,NA,4.99991666666667,0 -"thirtyminutes0030#2020-11-01 15:00:00,2020-11-01 15:29:59","thirtyminutes0030","2020-11-01 15:00:00","2020-11-01 15:29:59",1,5,1,4.99991666666667,NA,0 -"thirtyminutes0031#2020-03-06 15:30:00,2020-03-06 15:59:59","thirtyminutes0031","2020-03-06 15:30:00","2020-03-06 15:59:59",1,3,1,4.99991666666667,NA,0 -"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",1,2,1,NA,4.99991666666667,0 -"thirtyminutes0031#2020-03-08 15:30:00,2020-03-08 15:59:59","thirtyminutes0031","2020-03-08 15:30:00","2020-03-08 15:59:59",1,5,1,4.99991666666667,NA,0 -"thirtyminutes0031#2020-10-30 15:30:00,2020-10-30 15:59:59","thirtyminutes0031","2020-10-30 15:30:00","2020-10-30 15:59:59",1,3,1,4.99991666666667,NA,0 -"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",1,2,1,NA,4.99991666666667,0 -"thirtyminutes0031#2020-11-01 15:30:00,2020-11-01 15:59:59","thirtyminutes0031","2020-11-01 15:30:00","2020-11-01 15:59:59",1,5,1,4.99991666666667,NA,0 +"thirtyminutes0030#2020-03-07 15:00:00,2020-03-07 15:29:59","thirtyminutes0030","2020-03-07 15:00:00","2020-03-07 15:29:59",1,2,1,0,4.99991666666667,0 +"thirtyminutes0030#2020-03-08 15:00:00,2020-03-08 15:29:59","thirtyminutes0030","2020-03-08 15:00:00","2020-03-08 15:29:59",1,5,1,4.99991666666667,0,0 +"thirtyminutes0030#2020-10-31 15:00:00,2020-10-31 15:29:59","thirtyminutes0030","2020-10-31 15:00:00","2020-10-31 15:29:59",1,2,1,0,4.99991666666667,0 +"thirtyminutes0030#2020-11-01 15:00:00,2020-11-01 15:29:59","thirtyminutes0030","2020-11-01 15:00:00","2020-11-01 15:29:59",1,5,1,4.99991666666667,0,0 +"thirtyminutes0031#2020-03-06 15:30:00,2020-03-06 15:59:59","thirtyminutes0031","2020-03-06 15:30:00","2020-03-06 15:59:59",1,3,1,4.99991666666667,0,0 +"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",1,2,1,0,4.99991666666667,0 +"thirtyminutes0031#2020-03-08 15:30:00,2020-03-08 15:59:59","thirtyminutes0031","2020-03-08 15:30:00","2020-03-08 15:59:59",1,5,1,4.99991666666667,0,0 +"thirtyminutes0031#2020-10-30 15:30:00,2020-10-30 15:59:59","thirtyminutes0031","2020-10-30 15:30:00","2020-10-30 15:59:59",1,3,1,4.99991666666667,0,0 +"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",1,2,1,0,4.99991666666667,0 +"thirtyminutes0031#2020-11-01 15:30:00,2020-11-01 15:59:59","thirtyminutes0031","2020-11-01 15:30:00","2020-11-01 15:59:59",1,5,1,4.99991666666667,0,0 "thirtyminutes0034#2020-03-09 17:00:00,2020-03-09 17:29:59","thirtyminutes0034","2020-03-09 17:00:00","2020-03-09 17:29:59",1,0,1,0,0,3.99993333333333 "thirtyminutes0034#2020-11-02 17:00:00,2020-11-02 17:29:59","thirtyminutes0034","2020-11-02 17:00:00","2020-11-02 17:29:59",1,0,1,0,0,3.99993333333333 "thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",3,0,1,0,0,18.5760666666667 @@ -83,14 +83,14 @@ "thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",1,0,1,0,0,0.999983333333333 "thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",2,0,1,0,0,9.99983333333333 "thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",2,0,1,0,0,9.99983333333333 -"thirtyminutes0037#2020-03-06 18:30:00,2020-03-06 18:59:59","thirtyminutes0037","2020-03-06 18:30:00","2020-03-06 18:59:59",1,7,1,0,5.69215,NA -"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0037#2020-10-30 18:30:00,2020-10-30 18:59:59","thirtyminutes0037","2020-10-30 18:30:00","2020-10-30 18:59:59",1,7,1,0,5.69215,NA -"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",4,7,2,0,15.7384333333333,NA -"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",2,0,1,0,NA,9.99983333333333 -"thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",4,7,2,0,15.7384333333333,NA -"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",2,0,1,0,NA,9.99983333333333 +"thirtyminutes0037#2020-03-06 18:30:00,2020-03-06 18:59:59","thirtyminutes0037","2020-03-06 18:30:00","2020-03-06 18:59:59",1,7,1,0,5.69215,0 +"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0037#2020-10-30 18:30:00,2020-10-30 18:59:59","thirtyminutes0037","2020-10-30 18:30:00","2020-10-30 18:59:59",1,7,1,0,5.69215,0 +"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",4,7,2,0,15.7384333333333,0 +"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",2,0,1,0,0,9.99983333333333 +"thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",4,7,2,0,15.7384333333333,0 +"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",2,0,1,0,0,9.99983333333333 "thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",2,1,1,0,6.71366666666667,0 "thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",2,1,1,0,6.71366666666667,0 "thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",1,1,1,0,4.99991666666667,0 diff --git a/tests/data/processed/features/stz_frequency/android/phone_applications_foreground.csv b/tests/data/processed/features/stz_frequency/android/phone_applications_foreground.csv index 1508d252..834441de 100644 --- a/tests/data/processed/features/stz_frequency/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_frequency/android/phone_applications_foreground.csv @@ -1,65 +1,65 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android" -"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0 -"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,7,1.27703425946614,7,7,7,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,6,0,2,NA,NA,NA,0 -"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0 -"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,7,1.27703425946614,7,7,7,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,6,0,2,NA,NA,NA,0 -"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0 -"thirtyminutes0009#2020-03-08 04:30:00,2020-03-08 04:59:59","thirtyminutes0009","2020-03-08 04:30:00","2020-03-08 04:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,295,295,0.693147180559945,2,295,295,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0009#2020-11-01 04:30:00,2020-11-01 04:59:59","thirtyminutes0009","2020-11-01 04:30:00","2020-11-01 04:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,295,295,0.693147180559945,2,295,295,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0010#2020-03-08 05:00:00,2020-03-08 05:29:59","thirtyminutes0010","2020-03-08 05:00:00","2020-03-08 05:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,310,313,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,310,310,0,1,NA,NA,NA,0 -"thirtyminutes0010#2020-11-01 05:00:00,2020-11-01 05:29:59","thirtyminutes0010","2020-11-01 05:00:00","2020-11-01 05:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,310,313,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,310,310,0,1,NA,NA,NA,0 -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,958,958,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,958,958,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,1075,1075,0,1,NA,NA,NA,0 -"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",3,0.15,2.6833,1.0111,3.0333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,1070,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,1075,1075,0,1,NA,NA,NA,0 -"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",3,0.15,2.6833,1.0111,3.0333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,1070,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1,1243,1250,0,2,NA,NA,NA,0 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1,1243,1250,0,2,NA,NA,NA,0 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0 -"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1313,1316,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1313,1313,0,1,NA,NA,NA,0 -"thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",2,0.08335,6.91656666666667,3.49995833333333,6.99991666666667,0,NA,NA,NA,NA,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,NA,NA,NA,NA,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1313,1316,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1313,1313,0,1,NA,NA,NA,0 -"thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",1,0.08335,0.08335,0.08335,0.08335,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0 -"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android" +"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0 +"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,7,1.27703425946614,7,7,7,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,6,0,2,NA,NA,NA,0 +"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0 +"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,7,1.27703425946614,7,7,7,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,6,0,2,NA,NA,NA,0 +"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0 +"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0 +"thirtyminutes0009#2020-03-08 04:30:00,2020-03-08 04:59:59","thirtyminutes0009","2020-03-08 04:30:00","2020-03-08 04:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,295,295,0.693147180559945,2,295,295,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0009#2020-11-01 04:30:00,2020-11-01 04:59:59","thirtyminutes0009","2020-11-01 04:30:00","2020-11-01 04:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,295,295,0.693147180559945,2,295,295,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0010#2020-03-08 05:00:00,2020-03-08 05:29:59","thirtyminutes0010","2020-03-08 05:00:00","2020-03-08 05:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,310,313,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,310,310,0,1,NA,NA,NA,0 +"thirtyminutes0010#2020-11-01 05:00:00,2020-11-01 05:29:59","thirtyminutes0010","2020-11-01 05:00:00","2020-11-01 05:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,310,313,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,310,310,0,1,NA,NA,NA,0 +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,0,0,0,0,0,0,0,0,0,1,24.8265,24.8265,24.8265,24.8265,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,24.8265,24.8265,24.8265,24.8265,0,0,0,0,0,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,0,0,0,0,0,0,0,0,0,1,24.8265,24.8265,24.8265,24.8265,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,24.8265,24.8265,24.8265,24.8265,0,0,0,0,0,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,0,0,0,0,0,0,0,0,0,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,0,0,0,0,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,0,0,0,0,0,0,0,0,0,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,0,0,0,0,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,0,0,0,0,0,0,0,0,0,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,0,0,0,0,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,0,0,0,0,0,0,0,0,0,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,0,0,0,0,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0 +"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0 +"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0 +"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,958,958,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,958,958,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,0,0,0,0,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0 +"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",3,0.15,2.6833,1.0111,3.0333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1068,1070,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,0,0,0,0,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0 +"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",3,0.15,2.6833,1.0111,3.0333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1068,1070,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0 +"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0 +"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0 +"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0 +"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1313,1316,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1313,1313,0,1,NA,NA,NA,0 +"thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",2,0.08335,6.91656666666667,3.49995833333333,6.99991666666667,0,0,0,0,0,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,0,0,0,0,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1313,1316,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1313,1313,0,1,NA,NA,NA,0 +"thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",1,0.08335,0.08335,0.08335,0.08335,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0 +"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0 diff --git a/tests/data/processed/features/stz_frequency/android/phone_calls.csv b/tests/data/processed/features/stz_frequency/android/phone_calls.csv index 7a0b70ae..efc76960 100644 --- a/tests/data/processed/features/stz_frequency/android/phone_calls.csv +++ b/tests/data/processed/features/stz_frequency/android/phone_calls.csv @@ -1,125 +1,125 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_calls_rapids_missed_count","phone_calls_rapids_missed_distinctcontacts","phone_calls_rapids_missed_timefirstcall","phone_calls_rapids_missed_timelastcall","phone_calls_rapids_missed_countmostfrequentcontact","phone_calls_rapids_incoming_count","phone_calls_rapids_incoming_distinctcontacts","phone_calls_rapids_incoming_meanduration","phone_calls_rapids_incoming_sumduration","phone_calls_rapids_incoming_minduration","phone_calls_rapids_incoming_maxduration","phone_calls_rapids_incoming_stdduration","phone_calls_rapids_incoming_modeduration","phone_calls_rapids_incoming_entropyduration","phone_calls_rapids_incoming_timefirstcall","phone_calls_rapids_incoming_timelastcall","phone_calls_rapids_incoming_countmostfrequentcontact","phone_calls_rapids_outgoing_count","phone_calls_rapids_outgoing_distinctcontacts","phone_calls_rapids_outgoing_meanduration","phone_calls_rapids_outgoing_sumduration","phone_calls_rapids_outgoing_minduration","phone_calls_rapids_outgoing_maxduration","phone_calls_rapids_outgoing_stdduration","phone_calls_rapids_outgoing_modeduration","phone_calls_rapids_outgoing_entropyduration","phone_calls_rapids_outgoing_timefirstcall","phone_calls_rapids_outgoing_timelastcall","phone_calls_rapids_outgoing_countmostfrequentcontact" -"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",1,1,13,13,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",1,1,13,13,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",1,1,23,23,0,1,1,315,315,315,315,NA,315,0,15,15,1,1,1,232,232,232,232,NA,232,0,22,22,1 -"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",1,1,13,13,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",1,1,13,13,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",1,1,23,23,0,1,1,315,315,315,315,NA,315,0,15,15,1,1,1,232,232,232,232,NA,232,0,22,22,1 -"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",1,1,57,57,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0001#2020-10-30 00:30:00,2020-10-30 00:59:59","thirtyminutes0001","2020-10-30 00:30:00","2020-10-30 00:59:59",1,1,57,57,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",1,1,57,57,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0001#2020-10-30 00:30:00,2020-10-30 00:59:59","thirtyminutes0001","2020-10-30 00:30:00","2020-10-30 00:59:59",1,1,57,57,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0,0,NA,NA,0,1,1,439,439,439,439,NA,439,0,163,163,1,1,1,462.999,462.999,462.999,462.999,NA,462.999,0,172,172,1 "thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",0,0,NA,NA,0,1,1,439,439,439,439,NA,439,0,163,163,1,1,1,462.999,462.999,462.999,462.999,NA,462.999,0,172,172,1 -"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",1,1,198,198,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",1,1,198,198,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-03-06 04:00:00,2020-03-06 04:29:59","thirtyminutes0008","2020-03-06 04:00:00","2020-03-06 04:29:59",1,1,257,257,1,1,1,737.999,737.999,737.999,737.999,NA,737.999,0,257,257,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 -"thirtyminutes0008#2020-10-30 04:00:00,2020-10-30 04:29:59","thirtyminutes0008","2020-10-30 04:00:00","2020-10-30 04:29:59",1,1,257,257,1,1,1,737.999,737.999,737.999,737.999,NA,737.999,0,257,257,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 -"thirtyminutes0009#2020-03-06 04:30:00,2020-03-06 04:59:59","thirtyminutes0009","2020-03-06 04:30:00","2020-03-06 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 +"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",1,1,198,198,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 +"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",1,1,198,198,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-03-06 04:00:00,2020-03-06 04:29:59","thirtyminutes0008","2020-03-06 04:00:00","2020-03-06 04:29:59",1,1,257,257,1,1,1,737.999,737.999,737.999,737.999,NA,737.999,0,257,257,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 +"thirtyminutes0008#2020-10-30 04:00:00,2020-10-30 04:29:59","thirtyminutes0008","2020-10-30 04:00:00","2020-10-30 04:29:59",1,1,257,257,1,1,1,737.999,737.999,737.999,737.999,NA,737.999,0,257,257,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 +"thirtyminutes0009#2020-03-06 04:30:00,2020-03-06 04:59:59","thirtyminutes0009","2020-03-06 04:30:00","2020-03-06 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0009#2020-03-09 04:30:00,2020-03-09 04:59:59","thirtyminutes0009","2020-03-09 04:30:00","2020-03-09 04:59:59",0,0,NA,NA,0,1,1,427,427,427,427,NA,427,0,278,278,0,1,1,25,25,25,25,NA,25,0,270,270,1 -"thirtyminutes0009#2020-10-30 04:30:00,2020-10-30 04:59:59","thirtyminutes0009","2020-10-30 04:30:00","2020-10-30 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0009#2020-10-30 04:30:00,2020-10-30 04:59:59","thirtyminutes0009","2020-10-30 04:30:00","2020-10-30 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0009#2020-11-02 04:30:00,2020-11-02 04:59:59","thirtyminutes0009","2020-11-02 04:30:00","2020-11-02 04:59:59",0,0,NA,NA,0,1,1,427,427,427,427,NA,427,0,278,278,0,1,1,25,25,25,25,NA,25,0,270,270,1 -"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 -"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 -"thirtyminutes0013#2020-03-08 06:30:00,2020-03-08 06:59:59","thirtyminutes0013","2020-03-08 06:30:00","2020-03-08 06:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,417,417,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 -"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 -"thirtyminutes0013#2020-11-01 06:30:00,2020-11-01 06:59:59","thirtyminutes0013","2020-11-01 06:30:00","2020-11-01 06:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,417,417,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 -"thirtyminutes0014#2020-03-07 07:00:00,2020-03-07 07:29:59","thirtyminutes0014","2020-03-07 07:00:00","2020-03-07 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 -"thirtyminutes0014#2020-03-08 07:00:00,2020-03-08 07:29:59","thirtyminutes0014","2020-03-08 07:00:00","2020-03-08 07:29:59",0,0,NA,NA,0,1,1,815,815,815,815,NA,815,0,420,420,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 -"thirtyminutes0014#2020-10-31 07:00:00,2020-10-31 07:29:59","thirtyminutes0014","2020-10-31 07:00:00","2020-10-31 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 -"thirtyminutes0014#2020-11-01 07:00:00,2020-11-01 07:29:59","thirtyminutes0014","2020-11-01 07:00:00","2020-11-01 07:29:59",0,0,NA,NA,0,1,1,815,815,815,815,NA,815,0,420,420,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 +"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 +"thirtyminutes0013#2020-03-08 06:30:00,2020-03-08 06:59:59","thirtyminutes0013","2020-03-08 06:30:00","2020-03-08 06:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,417,417,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 +"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,1 +"thirtyminutes0013#2020-11-01 06:30:00,2020-11-01 06:59:59","thirtyminutes0013","2020-11-01 06:30:00","2020-11-01 06:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,417,417,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 +"thirtyminutes0014#2020-03-07 07:00:00,2020-03-07 07:29:59","thirtyminutes0014","2020-03-07 07:00:00","2020-03-07 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 +"thirtyminutes0014#2020-03-08 07:00:00,2020-03-08 07:29:59","thirtyminutes0014","2020-03-08 07:00:00","2020-03-08 07:29:59",0,0,NA,NA,0,1,1,815,815,815,815,NA,815,0,420,420,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 +"thirtyminutes0014#2020-10-31 07:00:00,2020-10-31 07:29:59","thirtyminutes0014","2020-10-31 07:00:00","2020-10-31 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1041,1041,1041,1041,NA,1041,0,420,420,1 +"thirtyminutes0014#2020-11-01 07:00:00,2020-11-01 07:29:59","thirtyminutes0014","2020-11-01 07:00:00","2020-11-01 07:29:59",0,0,NA,NA,0,1,1,815,815,815,815,NA,815,0,420,420,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",0,0,NA,NA,0,1,1,667,667,667,667,NA,667,0,519,519,1,1,1,1060,1060,1060,1060,NA,1060,0,512,512,1 "thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",0,0,NA,NA,0,1,1,667,667,667,667,NA,667,0,519,519,1,1,1,179.999,179.999,179.999,179.999,NA,179.999,0,512,512,1 "thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",0,0,NA,NA,0,1,1,667,667,667,667,NA,667,0,519,519,1,1,1,1060,1060,1060,1060,NA,1060,0,512,512,1 "thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",0,0,NA,NA,0,1,1,667,667,667,667,NA,667,0,519,519,1,1,1,179.999,179.999,179.999,179.999,NA,179.999,0,512,512,1 -"thirtyminutes0018#2020-03-09 09:00:00,2020-03-09 09:29:59","thirtyminutes0018","2020-03-09 09:00:00","2020-03-09 09:29:59",1,1,541,541,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,709.999,709.999,709.999,709.999,NA,709.999,0,558,558,1 -"thirtyminutes0018#2020-11-02 09:00:00,2020-11-02 09:29:59","thirtyminutes0018","2020-11-02 09:00:00","2020-11-02 09:29:59",1,1,541,541,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,709.999,709.999,709.999,709.999,NA,709.999,0,558,558,1 -"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,1,589,589,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",1,1,589,589,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0019#2020-03-09 09:30:00,2020-03-09 09:59:59","thirtyminutes0019","2020-03-09 09:30:00","2020-03-09 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,394,394,394,394,NA,394,0,570,570,1 -"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,1,589,589,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",1,1,589,589,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0019#2020-11-02 09:30:00,2020-11-02 09:59:59","thirtyminutes0019","2020-11-02 09:30:00","2020-11-02 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,394,394,394,394,NA,394,0,570,570,1 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 -"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 -"thirtyminutes0023#2020-03-08 11:30:00,2020-03-08 11:59:59","thirtyminutes0023","2020-03-08 11:30:00","2020-03-08 11:59:59",1,1,708,708,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,623,623,623,623,NA,623,0,692,692,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 -"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 -"thirtyminutes0023#2020-11-01 11:30:00,2020-11-01 11:59:59","thirtyminutes0023","2020-11-01 11:30:00","2020-11-01 11:59:59",1,1,708,708,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,623,623,623,623,NA,623,0,692,692,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0,0,NA,NA,0,1,1,1023,1023,1023,1023,NA,1023,0,724,724,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0,0,NA,NA,0,1,1,1023,1023,1023,1023,NA,1023,0,724,724,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",0,0,NA,NA,0,2,2,550.9995,1101.999,48.999,1053,709.935915418075,1053,0.182333206933611,753,779,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-03-08 12:30:00,2020-03-08 12:59:59","thirtyminutes0025","2020-03-08 12:30:00","2020-03-08 12:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,769,769,1 -"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",0,0,NA,NA,0,2,2,550.9995,1101.999,48.999,1053,709.935915418075,1053,0.182333206933611,753,779,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-11-01 12:30:00,2020-11-01 12:59:59","thirtyminutes0025","2020-11-01 12:30:00","2020-11-01 12:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,769,769,1 -"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",0,0,NA,NA,0,1,1,613,613,613,613,NA,613,0,780,780,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",0,0,NA,NA,0,1,1,613,613,613,613,NA,613,0,780,780,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 -"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,1,874,874,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1262,1262,1262,1262,NA,1262,0,870,870,1 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,1,874,874,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1262,1262,1262,1262,NA,1262,0,870,870,1 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0,0,NA,NA,0,1,1,213,213,213,213,NA,213,0,921,921,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0,0,NA,NA,0,1,1,213,213,213,213,NA,213,0,921,921,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",1,1,1008,1008,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",1,1,1008,1008,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1186,1186,1186,1186,NA,1186,0,1051,1051,1 -"thirtyminutes0035#2020-03-09 17:30:00,2020-03-09 17:59:59","thirtyminutes0035","2020-03-09 17:30:00","2020-03-09 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,1075,1075,0 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1186,1186,1186,1186,NA,1186,0,1051,1051,1 -"thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,1075,1075,0 -"thirtyminutes0036#2020-03-08 18:00:00,2020-03-08 18:29:59","thirtyminutes0036","2020-03-08 18:00:00","2020-03-08 18:29:59",1,1,1101,1101,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0036#2020-11-01 18:00:00,2020-11-01 18:29:59","thirtyminutes0036","2020-11-01 18:00:00","2020-11-01 18:29:59",1,1,1101,1101,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0018#2020-03-09 09:00:00,2020-03-09 09:29:59","thirtyminutes0018","2020-03-09 09:00:00","2020-03-09 09:29:59",1,1,541,541,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,709.999,709.999,709.999,709.999,NA,709.999,0,558,558,1 +"thirtyminutes0018#2020-11-02 09:00:00,2020-11-02 09:29:59","thirtyminutes0018","2020-11-02 09:00:00","2020-11-02 09:29:59",1,1,541,541,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,709.999,709.999,709.999,709.999,NA,709.999,0,558,558,1 +"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,1,589,589,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",1,1,589,589,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-03-09 09:30:00,2020-03-09 09:59:59","thirtyminutes0019","2020-03-09 09:30:00","2020-03-09 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,394,394,394,394,NA,394,0,570,570,1 +"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,1,589,589,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",1,1,589,589,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0019#2020-11-02 09:30:00,2020-11-02 09:59:59","thirtyminutes0019","2020-11-02 09:30:00","2020-11-02 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,394,394,394,394,NA,394,0,570,570,1 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 +"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 +"thirtyminutes0023#2020-03-08 11:30:00,2020-03-08 11:59:59","thirtyminutes0023","2020-03-08 11:30:00","2020-03-08 11:59:59",1,1,708,708,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,623,623,623,623,NA,623,0,692,692,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 +"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,629,629,629,629,NA,629,0,690,690,1 +"thirtyminutes0023#2020-11-01 11:30:00,2020-11-01 11:59:59","thirtyminutes0023","2020-11-01 11:30:00","2020-11-01 11:59:59",1,1,708,708,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,623,623,623,623,NA,623,0,692,692,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0,0,NA,NA,0,1,1,1023,1023,1023,1023,NA,1023,0,724,724,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0,0,NA,NA,0,1,1,1023,1023,1023,1023,NA,1023,0,724,724,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",0,0,NA,NA,0,2,2,550.9995,1101.999,48.999,1053,709.935915418075,1053,0.182333206933611,753,779,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-08 12:30:00,2020-03-08 12:59:59","thirtyminutes0025","2020-03-08 12:30:00","2020-03-08 12:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,769,769,1 +"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",0,0,NA,NA,0,2,2,550.9995,1101.999,48.999,1053,709.935915418075,1053,0.182333206933611,753,779,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-11-01 12:30:00,2020-11-01 12:59:59","thirtyminutes0025","2020-11-01 12:30:00","2020-11-01 12:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,769,769,1 +"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",0,0,NA,NA,0,1,1,613,613,613,613,NA,613,0,780,780,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",0,0,NA,NA,0,1,1,613,613,613,613,NA,613,0,780,780,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 +"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 +"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,1,874,874,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1262,1262,1262,1262,NA,1262,0,870,870,1 +"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,1,874,874,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1262,1262,1262,1262,NA,1262,0,870,870,1 +"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0,0,NA,NA,0,1,1,213,213,213,213,NA,213,0,921,921,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0,0,NA,NA,0,1,1,213,213,213,213,NA,213,0,921,921,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",1,1,1008,1008,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",1,1,1008,1008,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1186,1186,1186,1186,NA,1186,0,1051,1051,1 +"thirtyminutes0035#2020-03-09 17:30:00,2020-03-09 17:59:59","thirtyminutes0035","2020-03-09 17:30:00","2020-03-09 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,1075,1075,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1186,1186,1186,1186,NA,1186,0,1051,1051,1 +"thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,32,32,32,32,NA,32,0,1075,1075,0 +"thirtyminutes0036#2020-03-08 18:00:00,2020-03-08 18:29:59","thirtyminutes0036","2020-03-08 18:00:00","2020-03-08 18:29:59",1,1,1101,1101,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0036#2020-11-01 18:00:00,2020-11-01 18:29:59","thirtyminutes0036","2020-11-01 18:00:00","2020-11-01 18:29:59",1,1,1101,1101,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",1,1,1167,1167,1,1,1,1157,1157,1157,1157,NA,1157,0,1144,1144,1,1,1,801.999,801.999,801.999,801.999,NA,801.999,0,1156,1156,1 "thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",1,1,1167,1167,1,1,1,557,557,557,557,NA,557,0,1144,1144,1,1,1,801.999,801.999,801.999,801.999,NA,801.999,0,1156,1156,1 -"thirtyminutes0038#2020-03-09 19:00:00,2020-03-09 19:29:59","thirtyminutes0038","2020-03-09 19:00:00","2020-03-09 19:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1166,1166,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0038#2020-03-09 19:00:00,2020-03-09 19:29:59","thirtyminutes0038","2020-03-09 19:00:00","2020-03-09 19:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1166,1166,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",1,1,1167,1167,1,1,1,1157,1157,1157,1157,NA,1157,0,1144,1144,1,1,1,801.999,801.999,801.999,801.999,NA,801.999,0,1156,1156,1 "thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",1,1,1167,1167,1,1,1,557,557,557,557,NA,557,0,1144,1144,1,1,1,801.999,801.999,801.999,801.999,NA,801.999,0,1156,1156,1 -"thirtyminutes0038#2020-11-02 19:00:00,2020-11-02 19:29:59","thirtyminutes0038","2020-11-02 19:00:00","2020-11-02 19:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1166,1166,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 -"thirtyminutes0039#2020-03-07 19:30:00,2020-03-07 19:59:59","thirtyminutes0039","2020-03-07 19:30:00","2020-03-07 19:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 -"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0,0,NA,NA,0,1,1,128,128,128,128,NA,128,0,1177,1177,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-03-09 19:30:00,2020-03-09 19:59:59","thirtyminutes0039","2020-03-09 19:30:00","2020-03-09 19:59:59",0,0,NA,NA,0,1,1,262,262,262,262,NA,262,0,1170,1170,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 -"thirtyminutes0039#2020-10-31 19:30:00,2020-10-31 19:59:59","thirtyminutes0039","2020-10-31 19:30:00","2020-10-31 19:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 -"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0,0,NA,NA,0,1,1,128,128,128,128,NA,128,0,1177,1177,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-11-02 19:30:00,2020-11-02 19:59:59","thirtyminutes0039","2020-11-02 19:30:00","2020-11-02 19:59:59",0,0,NA,NA,0,1,1,262,262,262,262,NA,262,0,1170,1170,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-03-07 20:30:00,2020-03-07 20:59:59","thirtyminutes0041","2020-03-07 20:30:00","2020-03-07 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-10-31 20:30:00,2020-10-31 20:59:59","thirtyminutes0041","2020-10-31 20:30:00","2020-10-31 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 -"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 -"thirtyminutes0042#2020-03-08 21:00:00,2020-03-08 21:29:59","thirtyminutes0042","2020-03-08 21:00:00","2020-03-08 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,469.999,469.999,469.999,469.999,NA,469.999,0,1282,1282,0 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 -"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 -"thirtyminutes0042#2020-11-01 21:00:00,2020-11-01 21:29:59","thirtyminutes0042","2020-11-01 21:00:00","2020-11-01 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,469.999,469.999,469.999,469.999,NA,469.999,0,1282,1282,0 -"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 -"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 -"thirtyminutes0043#2020-03-08 21:30:00,2020-03-08 21:59:59","thirtyminutes0043","2020-03-08 21:30:00","2020-03-08 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,102,102,102,102,NA,102,0,1290,1290,0 -"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 -"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 -"thirtyminutes0043#2020-11-01 21:30:00,2020-11-01 21:59:59","thirtyminutes0043","2020-11-01 21:30:00","2020-11-01 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,102,102,102,102,NA,102,0,1290,1290,0 -"thirtyminutes0044#2020-03-06 22:00:00,2020-03-06 22:29:59","thirtyminutes0044","2020-03-06 22:00:00","2020-03-06 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-03-07 22:00:00,2020-03-07 22:29:59","thirtyminutes0044","2020-03-07 22:00:00","2020-03-07 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-10-30 22:00:00,2020-10-30 22:29:59","thirtyminutes0044","2020-10-30 22:00:00","2020-10-30 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-10-31 22:00:00,2020-10-31 22:29:59","thirtyminutes0044","2020-10-31 22:00:00","2020-10-31 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-03-06 22:30:00,2020-03-06 22:59:59","thirtyminutes0045","2020-03-06 22:30:00","2020-03-06 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-03-07 22:30:00,2020-03-07 22:59:59","thirtyminutes0045","2020-03-07 22:30:00","2020-03-07 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-10-30 22:30:00,2020-10-30 22:59:59","thirtyminutes0045","2020-10-30 22:30:00","2020-10-30 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-10-31 22:30:00,2020-10-31 22:59:59","thirtyminutes0045","2020-10-31 22:30:00","2020-10-31 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0038#2020-11-02 19:00:00,2020-11-02 19:29:59","thirtyminutes0038","2020-11-02 19:00:00","2020-11-02 19:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1166,1166,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 +"thirtyminutes0039#2020-03-07 19:30:00,2020-03-07 19:59:59","thirtyminutes0039","2020-03-07 19:30:00","2020-03-07 19:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 +"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0,0,NA,NA,0,1,1,128,128,128,128,NA,128,0,1177,1177,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-03-09 19:30:00,2020-03-09 19:59:59","thirtyminutes0039","2020-03-09 19:30:00","2020-03-09 19:59:59",0,0,NA,NA,0,1,1,262,262,262,262,NA,262,0,1170,1170,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 +"thirtyminutes0039#2020-10-31 19:30:00,2020-10-31 19:59:59","thirtyminutes0039","2020-10-31 19:30:00","2020-10-31 19:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,619,619,619,619,NA,619,0,1170,1170,1 +"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0,0,NA,NA,0,1,1,128,128,128,128,NA,128,0,1177,1177,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-11-02 19:30:00,2020-11-02 19:59:59","thirtyminutes0039","2020-11-02 19:30:00","2020-11-02 19:59:59",0,0,NA,NA,0,1,1,262,262,262,262,NA,262,0,1170,1170,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-03-07 20:30:00,2020-03-07 20:59:59","thirtyminutes0041","2020-03-07 20:30:00","2020-03-07 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-10-31 20:30:00,2020-10-31 20:59:59","thirtyminutes0041","2020-10-31 20:30:00","2020-10-31 20:59:59",0,0,NA,NA,0,1,1,778,778,778,778,NA,778,0,1230,1230,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 +"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 +"thirtyminutes0042#2020-03-08 21:00:00,2020-03-08 21:29:59","thirtyminutes0042","2020-03-08 21:00:00","2020-03-08 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,469.999,469.999,469.999,469.999,NA,469.999,0,1282,1282,0 +"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 +"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 +"thirtyminutes0042#2020-11-01 21:00:00,2020-11-01 21:29:59","thirtyminutes0042","2020-11-01 21:00:00","2020-11-01 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,469.999,469.999,469.999,469.999,NA,469.999,0,1282,1282,0 +"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 +"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 +"thirtyminutes0043#2020-03-08 21:30:00,2020-03-08 21:59:59","thirtyminutes0043","2020-03-08 21:30:00","2020-03-08 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,102,102,102,102,NA,102,0,1290,1290,0 +"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 +"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,780,780,780,780,NA,780,0,1290,1290,1 +"thirtyminutes0043#2020-11-01 21:30:00,2020-11-01 21:59:59","thirtyminutes0043","2020-11-01 21:30:00","2020-11-01 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,102,102,102,102,NA,102,0,1290,1290,0 +"thirtyminutes0044#2020-03-06 22:00:00,2020-03-06 22:29:59","thirtyminutes0044","2020-03-06 22:00:00","2020-03-06 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-03-07 22:00:00,2020-03-07 22:29:59","thirtyminutes0044","2020-03-07 22:00:00","2020-03-07 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-10-30 22:00:00,2020-10-30 22:29:59","thirtyminutes0044","2020-10-30 22:00:00","2020-10-30 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-10-31 22:00:00,2020-10-31 22:29:59","thirtyminutes0044","2020-10-31 22:00:00","2020-10-31 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-03-06 22:30:00,2020-03-06 22:59:59","thirtyminutes0045","2020-03-06 22:30:00","2020-03-06 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-03-07 22:30:00,2020-03-07 22:59:59","thirtyminutes0045","2020-03-07 22:30:00","2020-03-07 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-10-30 22:30:00,2020-10-30 22:59:59","thirtyminutes0045","2020-10-30 22:30:00","2020-10-30 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-10-31 22:30:00,2020-10-31 22:59:59","thirtyminutes0045","2020-10-31 22:30:00","2020-10-31 22:59:59",0,0,NA,NA,0,1,1,130,130,130,130,NA,130,0,1350,1350,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 diff --git a/tests/data/processed/features/stz_frequency/android/phone_conversation.csv b/tests/data/processed/features/stz_frequency/android/phone_conversation.csv index 89766176..f455a773 100644 --- a/tests/data/processed/features/stz_frequency/android/phone_conversation.csv +++ b/tests/data/processed/features/stz_frequency/android/phone_conversation.csv @@ -1,6 +1,6 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_conversation_rapids_minutessilence","phone_conversation_rapids_minutesnoise","phone_conversation_rapids_minutesvoice","phone_conversation_rapids_minutesunknown","phone_conversation_rapids_countconversation","phone_conversation_rapids_silencesensedfraction","phone_conversation_rapids_noisesensedfraction","phone_conversation_rapids_voicesensedfraction","phone_conversation_rapids_unknownsensedfraction","phone_conversation_rapids_silenceexpectedfraction","phone_conversation_rapids_noiseexpectedfraction","phone_conversation_rapids_voiceexpectedfraction","phone_conversation_rapids_unknownexpectedfraction","phone_conversation_rapids_sumconversationduration","phone_conversation_rapids_avgconversationduration","phone_conversation_rapids_sdconversationduration","phone_conversation_rapids_minconversationduration","phone_conversation_rapids_maxconversationduration","phone_conversation_rapids_timefirstconversation","phone_conversation_rapids_timelastconversation","phone_conversation_rapids_noisesumenergy","phone_conversation_rapids_noiseavgenergy","phone_conversation_rapids_noisesdenergy","phone_conversation_rapids_noiseminenergy","phone_conversation_rapids_noisemaxenergy","phone_conversation_rapids_voicesumenergy","phone_conversation_rapids_voiceavgenergy","phone_conversation_rapids_voicesdenergy","phone_conversation_rapids_voiceminenergy","phone_conversation_rapids_voicemaxenergy" -"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",NA,0.2,0.116666666666667,0.0166666666666667,NA,NA,0.6,0.35,0.05,NA,0.0266666814814897,0.0155555641975357,0.00222222345679081,0,NA,NA,NA,0,NA,NA,94436,7869.66666666667,3169.33937289872,1967,11957,21125,3017.85714285714,1779.34242803078,592,4987 -"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",NA,0.2,0.116666666666667,0.0166666666666667,NA,NA,0.6,0.35,0.05,NA,0.0266666814814897,0.0155555641975357,0.00222222345679081,0,NA,NA,NA,0,NA,NA,94436,7869.66666666667,3169.33937289872,1967,11957,21125,3017.85714285714,1779.34242803078,592,4987 +"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",0,0.2,0.116666666666667,0.0166666666666667,0,0,0.6,0.35,0.05,0,0.0266666814814897,0.0155555641975357,0.00222222345679081,0,0,NA,0,0,NA,NA,94436,7869.66666666667,3169.33937289872,1967,11957,21125,3017.85714285714,1779.34242803078,592,4987 +"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",0,0.2,0.116666666666667,0.0166666666666667,0,0,0.6,0.35,0.05,0,0.0266666814814897,0.0155555641975357,0.00222222345679081,0,0,NA,0,0,NA,NA,94436,7869.66666666667,3169.33937289872,1967,11957,21125,3017.85714285714,1779.34242803078,592,4987 "thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",0.05,0.683333333333333,0.183333333333333,0.0666666666666667,1,0.0508474576271186,0.694915254237288,0.186440677966102,0.0677966101694915,0.00666667037037243,0.0911111617284232,0.0244444580246989,0.00888889382716324,0.718016664187113,0.718016664187113,NA,0.718016664187113,0.718016664187113,73,73,254984,6219.12195121951,3611.99537094887,559,11769,29248,2658.90909090909,1686.32716010538,61,4981 "thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",0.05,0.683333333333333,0.183333333333333,0.0666666666666667,1,0.0508474576271186,0.694915254237288,0.186440677966102,0.0677966101694915,0.00666667037037243,0.0911111617284232,0.0244444580246989,0.00888889382716324,1666.66666666667,1666.66666666667,NA,1666.66666666667,1666.66666666667,73,73,254984,6219.12195121951,3611.99537094887,559,11769,29248,2658.90909090909,1686.32716010538,61,4981 "thirtyminutes0002#2020-03-09 01:00:00,2020-03-09 01:29:59","thirtyminutes0002","2020-03-09 01:00:00","2020-03-09 01:29:59",0.133333333333333,2.06666666666667,0.6,0.183333333333333,1,0.0446927374301676,0.692737430167598,0.201117318435754,0.0614525139664804,0.0177777876543265,0.27555570864206,0.0800000444444691,0.0244444580246989,2.28333333333333,2.28333333333333,NA,2.28333333333333,2.28333333333333,77,77,738382,5954.6935483871,3538.5841001422,267,11967,116954,3248.72222222222,1789.91462862835,69,5859 @@ -11,14 +11,14 @@ "thirtyminutes0011#2020-03-07 05:30:00,2020-03-07 05:59:59","thirtyminutes0011","2020-03-07 05:30:00","2020-03-07 05:59:59",0.15,2.11666666666667,0.55,0.166666666666667,1,0.0502793296089385,0.709497206703911,0.184357541899441,0.0558659217877095,0.0200000111111173,0.282222379012433,0.0733333740740967,0.0222222345679081,10.05,10.05,NA,10.05,10.05,359,359,843439,6641.25196850394,3404.5491974115,79,11931,95430,2891.81818181818,1835.10548836003,267,5914 "thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",0.2,3.51666666666667,0.916666666666667,0.35,1,0.040133779264214,0.705685618729097,0.183946488294314,0.0702341137123746,0.0266666814814897,0.468889149382861,0.122222290123495,0.046666692592607,10.0464333335559,10.0464333335559,NA,10.0464333335559,10.0464333335559,359,359,1375453,6518.7345971564,3479.48376517021,50,11958,158276,2877.74545454545,1828.46456753952,159,5914 "thirtyminutes0011#2020-10-31 05:30:00,2020-10-31 05:59:59","thirtyminutes0011","2020-10-31 05:30:00","2020-10-31 05:59:59",0.15,2.11666666666667,0.55,0.166666666666667,1,0.0502793296089385,0.709497206703911,0.184357541899441,0.0558659217877095,0.0200000111111173,0.282222379012433,0.0733333740740967,0.0222222345679081,10.05,10.05,NA,10.05,10.05,359,359,843439,6641.25196850394,3404.5491974115,79,11931,95430,2891.81818181818,1835.10548836003,267,5914 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,NA,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,0.00222222345679081,0.0733333740740967,0.0177777876543265,0.00444444691358162,0,NA,NA,NA,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494 -"thirtyminutes0012#2020-03-07 06:00:00,2020-03-07 06:29:59","thirtyminutes0012","2020-03-07 06:00:00","2020-03-07 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,NA,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,0.00222222345679081,0.0733333740740967,0.0177777876543265,0.00444444691358162,0,NA,NA,NA,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494 -"thirtyminutes0012#2020-03-08 06:00:00,2020-03-08 06:29:59","thirtyminutes0012","2020-03-08 06:00:00","2020-03-08 06:29:59",0.183333333333333,2.08333333333333,0.533333333333333,0.2,NA,0.0611111111111111,0.694444444444445,0.177777777777778,0.0666666666666667,0.0244444580246989,0.277777932098851,0.0711111506173059,0.0266666814814897,0,NA,NA,NA,0,NA,NA,761172,6089.376,3780.64082011366,32,11986,102083,3190.09375,1794.397668001,241,5755 -"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",0.35,3.56666666666667,0.966666666666667,0.316666666666667,NA,0.0673076923076923,0.685897435897436,0.185897435897436,0.0608974358974359,0.046666692592607,0.475555819753233,0.128888960493867,0.0422222456790254,0,NA,NA,NA,0,NA,NA,1329661,6213.36915887851,3654.61971833146,32,11986,193236,3331.65517241379,1766.04139102042,241,5858 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,NA,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,0.00222222345679081,0.0733333740740967,0.0177777876543265,0.00444444691358162,0,NA,NA,NA,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494 -"thirtyminutes0012#2020-10-31 06:00:00,2020-10-31 06:29:59","thirtyminutes0012","2020-10-31 06:00:00","2020-10-31 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,NA,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,0.00222222345679081,0.0733333740740967,0.0177777876543265,0.00444444691358162,0,NA,NA,NA,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494 -"thirtyminutes0012#2020-11-01 06:00:00,2020-11-01 06:29:59","thirtyminutes0012","2020-11-01 06:00:00","2020-11-01 06:29:59",0.183333333333333,2.08333333333333,0.533333333333333,0.2,NA,0.0611111111111111,0.694444444444445,0.177777777777778,0.0666666666666667,0.0244444580246989,0.277777932098851,0.0711111506173059,0.0266666814814897,0,NA,NA,NA,0,NA,NA,761172,6089.376,3780.64082011366,32,11986,102083,3190.09375,1794.397668001,241,5755 -"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",0.35,3.56666666666667,0.966666666666667,0.316666666666667,NA,0.0673076923076923,0.685897435897436,0.185897435897436,0.0608974358974359,0.046666692592607,0.475555819753233,0.128888960493867,0.0422222456790254,0,NA,NA,NA,0,NA,NA,1329661,6213.36915887851,3654.61971833146,32,11986,193236,3331.65517241379,1766.04139102042,241,5858 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,0,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,0.00222222345679081,0.0733333740740967,0.0177777876543265,0.00444444691358162,0,0,NA,0,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494 +"thirtyminutes0012#2020-03-07 06:00:00,2020-03-07 06:29:59","thirtyminutes0012","2020-03-07 06:00:00","2020-03-07 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,0,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,0.00222222345679081,0.0733333740740967,0.0177777876543265,0.00444444691358162,0,0,NA,0,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494 +"thirtyminutes0012#2020-03-08 06:00:00,2020-03-08 06:29:59","thirtyminutes0012","2020-03-08 06:00:00","2020-03-08 06:29:59",0.183333333333333,2.08333333333333,0.533333333333333,0.2,0,0.0611111111111111,0.694444444444445,0.177777777777778,0.0666666666666667,0.0244444580246989,0.277777932098851,0.0711111506173059,0.0266666814814897,0,0,NA,0,0,NA,NA,761172,6089.376,3780.64082011366,32,11986,102083,3190.09375,1794.397668001,241,5755 +"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",0.35,3.56666666666667,0.966666666666667,0.316666666666667,0,0.0673076923076923,0.685897435897436,0.185897435897436,0.0608974358974359,0.046666692592607,0.475555819753233,0.128888960493867,0.0422222456790254,0,0,NA,0,0,NA,NA,1329661,6213.36915887851,3654.61971833146,32,11986,193236,3331.65517241379,1766.04139102042,241,5858 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,0,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,0.00222222345679081,0.0733333740740967,0.0177777876543265,0.00444444691358162,0,0,NA,0,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494 +"thirtyminutes0012#2020-10-31 06:00:00,2020-10-31 06:29:59","thirtyminutes0012","2020-10-31 06:00:00","2020-10-31 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,0,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,0.00222222345679081,0.0733333740740967,0.0177777876543265,0.00444444691358162,0,0,NA,0,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494 +"thirtyminutes0012#2020-11-01 06:00:00,2020-11-01 06:29:59","thirtyminutes0012","2020-11-01 06:00:00","2020-11-01 06:29:59",0.183333333333333,2.08333333333333,0.533333333333333,0.2,0,0.0611111111111111,0.694444444444445,0.177777777777778,0.0666666666666667,0.0244444580246989,0.277777932098851,0.0711111506173059,0.0266666814814897,0,0,NA,0,0,NA,NA,761172,6089.376,3780.64082011366,32,11986,102083,3190.09375,1794.397668001,241,5755 +"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",0.35,3.56666666666667,0.966666666666667,0.316666666666667,0,0.0673076923076923,0.685897435897436,0.185897435897436,0.0608974358974359,0.046666692592607,0.475555819753233,0.128888960493867,0.0422222456790254,0,0,NA,0,0,NA,NA,1329661,6213.36915887851,3654.61971833146,32,11986,193236,3331.65517241379,1766.04139102042,241,5858 "thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",0.133333333333333,1.25,0.533333333333333,0.0666666666666667,1,0.0672268907563025,0.630252100840336,0.26890756302521,0.0336134453781513,0.0177777876543265,0.166666759259311,0.0711111506173059,0.00888889382716324,1.33333333333333,1.33333333333333,NA,1.33333333333333,1.33333333333333,392,392,459919,6132.25333333333,3609.22901886686,222,11920,98678,3083.6875,1557.76443284144,648,5974 "thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",0.133333333333333,1.25,0.533333333333333,0.0666666666666667,1,0.0672268907563025,0.630252100840336,0.26890756302521,0.0336134453781513,0.0177777876543265,0.166666759259311,0.0711111506173059,0.00888889382716324,1.33333333333333,1.33333333333333,NA,1.33333333333333,1.33333333333333,392,392,459919,6132.25333333333,3609.22901886686,222,11920,98678,3083.6875,1557.76443284144,648,5974 "thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",0.116666666666667,1.35,0.333333333333333,0.183333333333333,1,0.0588235294117647,0.680672268907563,0.168067226890756,0.092436974789916,0.0155555641975357,0.180000100000056,0.0444444691358162,0.0244444580246989,1.66509999831518,1.66509999831518,NA,1.66509999831518,1.66509999831518,656,656,474758,5861.20987654321,3158.11819251611,13,11825,63061,3153.05,1392.35402617672,381,5031 @@ -27,28 +27,28 @@ "thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",0.166666666666667,2.15,0.566666666666667,0.1,1,0.0558659217877095,0.720670391061452,0.189944134078212,0.0335195530726257,0.0222222345679081,0.286666825926014,0.0755555975308875,0.0133333407407449,2.51666666666667,2.51666666666667,NA,2.51666666666667,2.51666666666667,697,697,781135,6055.31007751938,3171.49771105479,228,11822,105592,3105.64705882353,1584.74442796332,152,5698 "thirtyminutes0023#2020-11-01 11:30:00,2020-11-01 11:59:59","thirtyminutes0023","2020-11-01 11:30:00","2020-11-01 11:59:59",0.0333333333333333,0.683333333333333,0.25,0.0166666666666667,1,0.0338983050847458,0.694915254237288,0.254237288135593,0.0169491525423729,0.00444444691358162,0.0911111617284232,0.0333333518518621,0.00222222345679081,2.63854999939601,2.63854999939601,NA,2.63854999939601,2.63854999939601,719,719,282076,6879.90243902439,3485.30422491981,352,11807,49970,3331.33333333333,1835.82486974683,39,5305 "thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",0.166666666666667,2.15,0.566666666666667,0.1,1,0.0558659217877095,0.720670391061452,0.189944134078212,0.0335195530726257,0.0222222345679081,0.286666825926014,0.0755555975308875,0.0133333407407449,2.51666666666667,2.51666666666667,NA,2.51666666666667,2.51666666666667,697,697,781135,6055.31007751938,3171.49771105479,228,11822,105592,3105.64705882353,1584.74442796332,152,5698 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",0.1,2.16666666666667,0.65,0.0833333333333333,NA,0.0333333333333333,0.722222222222222,0.216666666666667,0.0277777777777778,0.0133333407407449,0.288889049382805,0.0866667148148416,0.011111117283954,0,NA,NA,NA,0,NA,NA,775191,5963.00769230769,3542.32880412442,29,11960,127829,3277.66666666667,1878.36515329762,18,5769 -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0.2,2.26666666666667,0.466666666666667,0.0666666666666667,NA,0.0666666666666667,0.755555555555556,0.155555555555556,0.0222222222222222,0.0266666814814897,0.30222239012355,0.0622222567901427,0.00888889382716324,0,NA,NA,NA,0,NA,NA,829461,6098.97794117647,3360.43147023957,41,11740,70564,2520.14285714286,1499.05198966709,26,5725 -"thirtyminutes0024#2020-03-09 12:00:00,2020-03-09 12:29:59","thirtyminutes0024","2020-03-09 12:00:00","2020-03-09 12:29:59",0.15,1.5,0.333333333333333,0.0166666666666667,NA,0.075,0.75,0.166666666666667,0.00833333333333333,0.0200000111111173,0.200000111111173,0.0444444691358162,0.00222222345679081,0,NA,NA,NA,0,NA,NA,569829,6331.43333333333,3334.14120152182,538,11740,57869,2893.45,1474.51517366503,52,5725 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",0.1,2.16666666666667,0.65,0.0833333333333333,NA,0.0333333333333333,0.722222222222222,0.216666666666667,0.0277777777777778,0.0133333407407449,0.288889049382805,0.0866667148148416,0.011111117283954,0,NA,NA,NA,0,NA,NA,775191,5963.00769230769,3542.32880412442,29,11960,127829,3277.66666666667,1878.36515329762,18,5769 -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0.2,2.26666666666667,0.466666666666667,0.0666666666666667,NA,0.0666666666666667,0.755555555555556,0.155555555555556,0.0222222222222222,0.0266666814814897,0.30222239012355,0.0622222567901427,0.00888889382716324,0,NA,NA,NA,0,NA,NA,829461,6098.97794117647,3360.43147023957,41,11740,70564,2520.14285714286,1499.05198966709,26,5725 -"thirtyminutes0024#2020-11-02 12:00:00,2020-11-02 12:29:59","thirtyminutes0024","2020-11-02 12:00:00","2020-11-02 12:29:59",0.15,1.5,0.333333333333333,0.0166666666666667,NA,0.075,0.75,0.166666666666667,0.00833333333333333,0.0200000111111173,0.200000111111173,0.0444444691358162,0.00222222345679081,0,NA,NA,NA,0,NA,NA,569829,6331.43333333333,3334.14120152182,538,11740,57869,2893.45,1474.51517366503,52,5725 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",0.1,2.16666666666667,0.65,0.0833333333333333,0,0.0333333333333333,0.722222222222222,0.216666666666667,0.0277777777777778,0.0133333407407449,0.288889049382805,0.0866667148148416,0.011111117283954,0,0,NA,0,0,NA,NA,775191,5963.00769230769,3542.32880412442,29,11960,127829,3277.66666666667,1878.36515329762,18,5769 +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0.2,2.26666666666667,0.466666666666667,0.0666666666666667,0,0.0666666666666667,0.755555555555556,0.155555555555556,0.0222222222222222,0.0266666814814897,0.30222239012355,0.0622222567901427,0.00888889382716324,0,0,NA,0,0,NA,NA,829461,6098.97794117647,3360.43147023957,41,11740,70564,2520.14285714286,1499.05198966709,26,5725 +"thirtyminutes0024#2020-03-09 12:00:00,2020-03-09 12:29:59","thirtyminutes0024","2020-03-09 12:00:00","2020-03-09 12:29:59",0.15,1.5,0.333333333333333,0.0166666666666667,0,0.075,0.75,0.166666666666667,0.00833333333333333,0.0200000111111173,0.200000111111173,0.0444444691358162,0.00222222345679081,0,0,NA,0,0,NA,NA,569829,6331.43333333333,3334.14120152182,538,11740,57869,2893.45,1474.51517366503,52,5725 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",0.1,2.16666666666667,0.65,0.0833333333333333,0,0.0333333333333333,0.722222222222222,0.216666666666667,0.0277777777777778,0.0133333407407449,0.288889049382805,0.0866667148148416,0.011111117283954,0,0,NA,0,0,NA,NA,775191,5963.00769230769,3542.32880412442,29,11960,127829,3277.66666666667,1878.36515329762,18,5769 +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0.2,2.26666666666667,0.466666666666667,0.0666666666666667,0,0.0666666666666667,0.755555555555556,0.155555555555556,0.0222222222222222,0.0266666814814897,0.30222239012355,0.0622222567901427,0.00888889382716324,0,0,NA,0,0,NA,NA,829461,6098.97794117647,3360.43147023957,41,11740,70564,2520.14285714286,1499.05198966709,26,5725 +"thirtyminutes0024#2020-11-02 12:00:00,2020-11-02 12:29:59","thirtyminutes0024","2020-11-02 12:00:00","2020-11-02 12:29:59",0.15,1.5,0.333333333333333,0.0166666666666667,0,0.075,0.75,0.166666666666667,0.00833333333333333,0.0200000111111173,0.200000111111173,0.0444444691358162,0.00222222345679081,0,0,NA,0,0,NA,NA,569829,6331.43333333333,3334.14120152182,538,11740,57869,2893.45,1474.51517366503,52,5725 "thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",0.283333333333333,1.78333333333333,0.783333333333333,0.133333333333333,1,0.0949720670391061,0.597765363128492,0.262569832402235,0.0446927374301676,0.0377777987654438,0.237777909876617,0.104444502469168,0.0177777876543265,2.21666666666667,2.21666666666667,NA,2.21666666666667,2.21666666666667,768,768,651511,6088.88785046729,3361.1700745905,117,11613,147681,3142.14893617021,1650.99227052576,113,5839 "thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",0.283333333333333,1.78333333333333,0.783333333333333,0.133333333333333,1,0.0949720670391061,0.597765363128492,0.262569832402235,0.0446927374301676,0.0377777987654438,0.237777909876617,0.104444502469168,0.0177777876543265,2.21666666666667,2.21666666666667,NA,2.21666666666667,2.21666666666667,768,768,651511,6088.88785046729,3361.1700745905,117,11613,147681,3142.14893617021,1650.99227052576,113,5839 "thirtyminutes0033#2020-03-07 16:30:00,2020-03-07 16:59:59","thirtyminutes0033","2020-03-07 16:30:00","2020-03-07 16:59:59",0.15,1.76666666666667,0.566666666666667,0.133333333333333,1,0.0573248407643312,0.67515923566879,0.21656050955414,0.0509554140127388,0.0200000111111173,0.235555686419826,0.0755555975308875,0.0177777876543265,1.96666666666667,1.96666666666667,NA,1.96666666666667,1.96666666666667,1010,1010,653815,6168.06603773585,3582.47817995912,173,11849,107647,3166.08823529412,1862.66987214178,397,5973 -"thirtyminutes0033#2020-03-08 16:30:00,2020-03-08 16:59:59","thirtyminutes0033","2020-03-08 16:30:00","2020-03-08 16:59:59",0.0666666666666667,1.21666666666667,0.45,0.116666666666667,NA,0.036036036036036,0.657657657657658,0.243243243243243,0.0630630630630631,0.00888889382716324,0.162222312345729,0.0600000333333519,0.0155555641975357,0,NA,NA,NA,0,NA,NA,416257,5702.15068493151,3393.60065937523,130,11994,78328,2901.03703703704,1602.42608089401,266,5896 +"thirtyminutes0033#2020-03-08 16:30:00,2020-03-08 16:59:59","thirtyminutes0033","2020-03-08 16:30:00","2020-03-08 16:59:59",0.0666666666666667,1.21666666666667,0.45,0.116666666666667,0,0.036036036036036,0.657657657657658,0.243243243243243,0.0630630630630631,0.00888889382716324,0.162222312345729,0.0600000333333519,0.0155555641975357,0,0,NA,0,0,NA,NA,416257,5702.15068493151,3393.60065937523,130,11994,78328,2901.03703703704,1602.42608089401,266,5896 "thirtyminutes0033#2020-10-31 16:30:00,2020-10-31 16:59:59","thirtyminutes0033","2020-10-31 16:30:00","2020-10-31 16:59:59",0.15,1.76666666666667,0.566666666666667,0.133333333333333,1,0.0573248407643312,0.67515923566879,0.21656050955414,0.0509554140127388,0.0200000111111173,0.235555686419826,0.0755555975308875,0.0177777876543265,1.96666666666667,1.96666666666667,NA,1.96666666666667,1.96666666666667,1010,1010,653815,6168.06603773585,3582.47817995912,173,11849,107647,3166.08823529412,1862.66987214178,397,5973 -"thirtyminutes0033#2020-11-01 16:30:00,2020-11-01 16:59:59","thirtyminutes0033","2020-11-01 16:30:00","2020-11-01 16:59:59",0.0666666666666667,1.21666666666667,0.45,0.116666666666667,NA,0.036036036036036,0.657657657657658,0.243243243243243,0.0630630630630631,0.00888889382716324,0.162222312345729,0.0600000333333519,0.0155555641975357,0,NA,NA,NA,0,NA,NA,416257,5702.15068493151,3393.60065937523,130,11994,78328,2901.03703703704,1602.42608089401,266,5896 +"thirtyminutes0033#2020-11-01 16:30:00,2020-11-01 16:59:59","thirtyminutes0033","2020-11-01 16:30:00","2020-11-01 16:59:59",0.0666666666666667,1.21666666666667,0.45,0.116666666666667,0,0.036036036036036,0.657657657657658,0.243243243243243,0.0630630630630631,0.00888889382716324,0.162222312345729,0.0600000333333519,0.0155555641975357,0,0,NA,0,0,NA,NA,416257,5702.15068493151,3393.60065937523,130,11994,78328,2901.03703703704,1602.42608089401,266,5896 "thirtyminutes0034#2020-03-06 17:00:00,2020-03-06 17:29:59","thirtyminutes0034","2020-03-06 17:00:00","2020-03-06 17:29:59",0.166666666666667,2,0.666666666666667,0.15,1,0.0558659217877095,0.670391061452514,0.223463687150838,0.0502793296089385,0.0222222345679081,0.266666814814897,0.0888889382716324,0.0200000111111173,3.96938333511353,3.96938333511353,NA,3.96938333511353,3.96938333511353,1032,1032,727058,6058.81666666667,3842.84937829441,15,11869,117111,2927.775,1645.55094799155,53,5880 "thirtyminutes0034#2020-03-09 17:00:00,2020-03-09 17:29:59","thirtyminutes0034","2020-03-09 17:00:00","2020-03-09 17:29:59",0.116666666666667,1.2,0.383333333333333,0.1,1,0.0648148148148148,0.666666666666667,0.212962962962963,0.0555555555555556,0.0155555641975357,0.160000088888938,0.0511111395061886,0.0133333407407449,5.23333333333333,5.23333333333333,NA,5.23333333333333,5.23333333333333,1022,1022,429521,5965.56944444444,3728.39862851838,155,11984,81896,3560.69565217391,1939.29432889161,61,5965 "thirtyminutes0034#2020-10-30 17:00:00,2020-10-30 17:29:59","thirtyminutes0034","2020-10-30 17:00:00","2020-10-30 17:29:59",0.166666666666667,2,0.666666666666667,0.15,1,0.0558659217877095,0.670391061452514,0.223463687150838,0.0502793296089385,0.0222222345679081,0.266666814814897,0.0888889382716324,0.0200000111111173,3.96938333511353,3.96938333511353,NA,3.96938333511353,3.96938333511353,1032,1032,727058,6058.81666666667,3842.84937829441,15,11869,117111,2927.775,1645.55094799155,53,5880 "thirtyminutes0034#2020-11-02 17:00:00,2020-11-02 17:29:59","thirtyminutes0034","2020-11-02 17:00:00","2020-11-02 17:29:59",0.116666666666667,1.2,0.383333333333333,0.1,1,0.0648148148148148,0.666666666666667,0.212962962962963,0.0555555555555556,0.0155555641975357,0.160000088888938,0.0511111395061886,0.0133333407407449,5.23333333333333,5.23333333333333,NA,5.23333333333333,5.23333333333333,1022,1022,429521,5965.56944444444,3728.39862851838,155,11984,81896,3560.69565217391,1939.29432889161,61,5965 -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",NA,0.266666666666667,0.0333333333333333,NA,NA,NA,0.888888888888889,0.111111111111111,NA,NA,0.0355555753086529,0.00444444691358162,NA,0,NA,NA,NA,0,NA,NA,106737,6671.0625,2425.13151447504,795,9865,10331,5165.5,351.432070249714,4917,5414 -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",NA,0.266666666666667,0.0333333333333333,NA,NA,NA,0.888888888888889,0.111111111111111,NA,NA,0.0355555753086529,0.00444444691358162,NA,0,NA,NA,NA,0,NA,NA,106737,6671.0625,2425.13151447504,795,9865,10331,5165.5,351.432070249714,4917,5414 -"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,NA,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.0133333407407449,0.280000155555642,0.0955556086420048,0.00888889382716324,0,NA,NA,NA,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791 -"thirtyminutes0039#2020-03-09 19:30:00,2020-03-09 19:59:59","thirtyminutes0039","2020-03-09 19:30:00","2020-03-09 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,NA,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.0133333407407449,0.280000155555642,0.0955556086420048,0.00888889382716324,0,NA,NA,NA,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791 -"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,NA,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.0133333407407449,0.280000155555642,0.0955556086420048,0.00888889382716324,0,NA,NA,NA,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791 -"thirtyminutes0039#2020-11-02 19:30:00,2020-11-02 19:59:59","thirtyminutes0039","2020-11-02 19:30:00","2020-11-02 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,NA,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.0133333407407449,0.280000155555642,0.0955556086420048,0.00888889382716324,0,NA,NA,NA,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791 +"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",0,0.266666666666667,0.0333333333333333,0,0,0,0.888888888888889,0.111111111111111,0,0,0.0355555753086529,0.00444444691358162,0,0,0,NA,0,0,NA,NA,106737,6671.0625,2425.13151447504,795,9865,10331,5165.5,351.432070249714,4917,5414 +"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",0,0.266666666666667,0.0333333333333333,0,0,0,0.888888888888889,0.111111111111111,0,0,0.0355555753086529,0.00444444691358162,0,0,0,NA,0,0,NA,NA,106737,6671.0625,2425.13151447504,795,9865,10331,5165.5,351.432070249714,4917,5414 +"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,0,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.0133333407407449,0.280000155555642,0.0955556086420048,0.00888889382716324,0,0,NA,0,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791 +"thirtyminutes0039#2020-03-09 19:30:00,2020-03-09 19:59:59","thirtyminutes0039","2020-03-09 19:30:00","2020-03-09 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,0,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.0133333407407449,0.280000155555642,0.0955556086420048,0.00888889382716324,0,0,NA,0,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791 +"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,0,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.0133333407407449,0.280000155555642,0.0955556086420048,0.00888889382716324,0,0,NA,0,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791 +"thirtyminutes0039#2020-11-02 19:30:00,2020-11-02 19:59:59","thirtyminutes0039","2020-11-02 19:30:00","2020-11-02 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,0,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.0133333407407449,0.280000155555642,0.0955556086420048,0.00888889382716324,0,0,NA,0,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791 "thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0.0833333333333333,1.01666666666667,0.433333333333333,0.0833333333333333,1,0.0515463917525773,0.628865979381443,0.268041237113402,0.0515463917525773,0.011111117283954,0.135555630864239,0.057777809876561,0.011111117283954,1.35104999939601,1.35104999939601,NA,1.35104999939601,1.35104999939601,1204,1204,399842,6554.7868852459,3593.75383647217,255,11958,77879,2995.34615384615,1709.76456723861,116,5801 "thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",0.0833333333333333,1.3,0.5,0.1,1,0.0420168067226891,0.65546218487395,0.252100840336134,0.0504201680672269,0.011111117283954,0.173333429629683,0.0666667037037243,0.0133333407407449,1.35,1.35,NA,1.35,1.35,1204,1204,505175,6476.60256410256,3468.7579061419,255,11958,89106,2970.2,1714.36781149888,116,5801 "thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0.0833333333333333,1.01666666666667,0.433333333333333,0.0833333333333333,1,0.0515463917525773,0.628865979381443,0.268041237113402,0.0515463917525773,0.011111117283954,0.135555630864239,0.057777809876561,0.011111117283954,1.35104999939601,1.35104999939601,NA,1.35104999939601,1.35104999939601,1204,1204,399842,6554.7868852459,3593.75383647217,255,11958,77879,2995.34615384615,1709.76456723861,116,5801 diff --git a/tests/data/processed/features/stz_frequency/android/phone_keyboard.csv b/tests/data/processed/features/stz_frequency/android/phone_keyboard.csv index ad715e20..b43ec573 100644 --- a/tests/data/processed/features/stz_frequency/android/phone_keyboard.csv +++ b/tests/data/processed/features/stz_frequency/android/phone_keyboard.csv @@ -1,15 +1,15 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_totalkeyboardtouches" -"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",1000,NA,3,5.5,4,NA,1000,5,NA,1 -"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",1000,NA,2,5.33333333333333,3,NA,500,5.33333333333333,NA,1.33333333333333 -"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",NA,NA,1,1,NA,NA,NA,NA,NA,1 -"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",NA,NA,0,1,NA,NA,0,1,NA,1 -"thirtyminutes0018#2020-03-08 09:00:00,2020-03-08 09:29:59","thirtyminutes0018","2020-03-08 09:00:00","2020-03-08 09:29:59",NA,NA,1,2,1,NA,NA,NA,NA,1 -"thirtyminutes0018#2020-11-01 09:00:00,2020-11-01 09:29:59","thirtyminutes0018","2020-11-01 09:00:00","2020-11-01 09:29:59",NA,NA,0,2,1,NA,0,2,NA,1 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1583.33333333333,NA,3,21,4,NA,4000,21,NA,2.5 -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",NA,NA,1,3,1,NA,NA,3,NA,1 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1916.66666666667,NA,4,21,4,NA,3666.66666666667,21,NA,2.5 -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",NA,NA,1,3,1,NA,NA,3,NA,1 -"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",1117.77777777778,NA,3,5.75,4,NA,1840,4,NA,2.75 -"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",1117.77777777778,NA,2,5.33333333333333,3,NA,1840,4.33333333333333,NA,3.66666666666667 -"thirtyminutes0046#2020-03-08 23:00:00,2020-03-08 23:29:59","thirtyminutes0046","2020-03-08 23:00:00","2020-03-08 23:29:59",863.277777777778,NA,3,5.5,3,1,6519.5,4.25,1,4.5 -"thirtyminutes0046#2020-11-01 23:00:00,2020-11-01 23:29:59","thirtyminutes0046","2020-11-01 23:00:00","2020-11-01 23:29:59",846.611111111111,NA,3,6.33333333333333,3,1,4013,4.66666666666667,1,6 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_sessioncount" +"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",5,5.5,0,0,4,1000,1000,1,0,3 +"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",5.33333333333333,5.33333333333333,0,0,3,1000,500,1.33333333333333,0,2 +"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",NA,1,0,0,0,NA,0,1,0,1 +"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",1,1,0,0,0,NA,0,1,0,0 +"thirtyminutes0018#2020-03-08 09:00:00,2020-03-08 09:29:59","thirtyminutes0018","2020-03-08 09:00:00","2020-03-08 09:29:59",NA,2,0,0,1,NA,0,1,0,1 +"thirtyminutes0018#2020-11-01 09:00:00,2020-11-01 09:29:59","thirtyminutes0018","2020-11-01 09:00:00","2020-11-01 09:29:59",2,2,0,0,1,NA,0,1,0,0 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",21,21,0,0,4,1583.33333333333,4000,2.5,0,3 +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",3,3,0,0,1,NA,0,1,0,1 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",21,21,0,0,4,1916.66666666667,3666.66666666667,2.5,0,4 +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",3,3,0,0,1,NA,0,1,0,1 +"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",4,5.75,0,0,4,1117.77777777778,1840,2.75,0,3 +"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",4.33333333333333,5.33333333333333,0,0,3,1117.77777777778,1840,3.66666666666667,0,2 +"thirtyminutes0046#2020-03-08 23:00:00,2020-03-08 23:29:59","thirtyminutes0046","2020-03-08 23:00:00","2020-03-08 23:29:59",4.25,5.5,0,1,3,863.277777777778,6519.5,4.5,1,3 +"thirtyminutes0046#2020-11-01 23:00:00,2020-11-01 23:29:59","thirtyminutes0046","2020-11-01 23:00:00","2020-11-01 23:29:59",4.66666666666667,6.33333333333333,0,1,3,846.611111111111,4013,6,1,3 diff --git a/tests/data/processed/features/stz_frequency/android/phone_screen.csv b/tests/data/processed/features/stz_frequency/android/phone_screen.csv index baa71882..24f2d2dc 100644 --- a/tests/data/processed/features/stz_frequency/android/phone_screen.csv +++ b/tests/data/processed/features/stz_frequency/android/phone_screen.csv @@ -1,51 +1,3 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_screen_rapids_countepisodeunlock","phone_screen_rapids_sumdurationunlock","phone_screen_rapids_maxdurationunlock","phone_screen_rapids_mindurationunlock","phone_screen_rapids_avgdurationunlock","phone_screen_rapids_stddurationunlock","phone_screen_rapids_firstuseafter00unlock" -"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",1,2.8333,2.8333,2.8333,2.8333,NA,17.1833333333333 -"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,5 -"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",1,2.8333,2.8333,2.8333,2.8333,NA,17.1833333333333 -"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,5 -"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,77.1833333333333 -"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,77.1833333333333 -"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",1,5.99093333333333,5.99093333333333,5.99093333333333,5.99093333333333,NA,170.5 -"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",1,5.99093333333333,5.99093333333333,5.99093333333333,5.99093333333333,NA,170.5 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,181 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,181 -"thirtyminutes0009#2020-03-08 04:30:00,2020-03-08 04:59:59","thirtyminutes0009","2020-03-08 04:30:00","2020-03-08 04:59:59",1,4.9999,4.9999,4.9999,4.9999,NA,295 -"thirtyminutes0009#2020-11-01 04:30:00,2020-11-01 04:59:59","thirtyminutes0009","2020-11-01 04:30:00","2020-11-01 04:59:59",1,4.9999,4.9999,4.9999,4.9999,NA,295 -"thirtyminutes0010#2020-03-08 05:00:00,2020-03-08 05:29:59","thirtyminutes0010","2020-03-08 05:00:00","2020-03-08 05:29:59",1,14.99975,14.99975,14.99975,14.99975,NA,300 -"thirtyminutes0010#2020-11-01 05:00:00,2020-11-01 05:29:59","thirtyminutes0010","2020-11-01 05:00:00","2020-11-01 05:29:59",1,14.99975,14.99975,14.99975,14.99975,NA,300 -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,3.13668333333333,3.13668333333333,3.13668333333333,3.13668333333333,NA,356.85 -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,3.13668333333333,3.13668333333333,3.13668333333333,3.13668333333333,NA,356.85 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,3.85335,3.85335,3.85335,3.85335,NA,360 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,3.85335,3.85335,3.85335,3.85335,NA,360 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,21.6595333333333,21.6595333333333,21.6595333333333,21.6595333333333,NA,600.4 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,21.6595333333333,21.6595333333333,21.6595333333333,21.6595333333333,NA,600.4 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,2.4361,2.4361,2.4361,2.4361,NA,717.55 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",1,2.4361,2.4361,2.4361,2.4361,NA,717.55 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1,12.5590166666667,12.5590166666667,12.5590166666667,12.5590166666667,NA,720 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1,12.5590166666667,12.5590166666667,12.5590166666667,12.5590166666667,NA,720 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,8.95798333333333,8.95798333333333,8.95798333333333,8.95798333333333,NA,891.033333333333 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,8.95798333333333,8.95798333333333,8.95798333333333,8.95798333333333,NA,891.033333333333 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0415,0.0415,0.0415,0.0415,NA,900 -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0415,0.0415,0.0415,0.0415,NA,900 -"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",1,2.98328333333333,2.98328333333333,2.98328333333333,2.98328333333333,NA,957.016666666667 -"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",1,2.98328333333333,2.98328333333333,2.98328333333333,2.98328333333333,NA,957.016666666667 -"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1,0.01665,0.01665,0.01665,0.01665,NA,960 -"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1,0.01665,0.01665,0.01665,0.01665,NA,960 -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,8.54903333333333,8.54903333333333,8.54903333333333,8.54903333333333,NA,1071.45 -"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,1068.01666666667 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,8.54903333333333,8.54903333333333,8.54903333333333,8.54903333333333,NA,1071.45 -"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,1068.01666666667 -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,8.43411666666667,8.43411666666667,8.43411666666667,8.43411666666667,NA,1080 -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,8.43411666666667,8.43411666666667,8.43411666666667,8.43411666666667,NA,1080 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",1,17.0195166666667,17.0195166666667,17.0195166666667,17.0195166666667,NA,1242.96666666667 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",1,17.0195166666667,17.0195166666667,17.0195166666667,17.0195166666667,NA,1242.96666666667 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",1,1.96723333333333,1.96723333333333,1.96723333333333,1.96723333333333,NA,1260 -"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",1,24.9995666666667,24.9995666666667,24.9995666666667,24.9995666666667,NA,1265 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",1,1.96723333333333,1.96723333333333,1.96723333333333,1.96723333333333,NA,1260 -"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",1,24.9995666666667,24.9995666666667,24.9995666666667,24.9995666666667,NA,1265 -"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",1,5.9999,5.9999,5.9999,5.9999,NA,1313.01666666667 -"thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",1,6.99988333333333,6.99988333333333,6.99988333333333,6.99988333333333,NA,1290 -"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",1,5.9999,5.9999,5.9999,5.9999,NA,1313.01666666667 -"thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",1,6.99988333333333,6.99988333333333,6.99988333333333,6.99988333333333,NA,1290 -"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1322 -"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1322 +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",5,33.0161,19.9996666666667,0.01665,6.60322,7.79378500540477,960 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",5,33.0161,19.9996666666667,0.01665,6.60322,7.79378500540477,960 diff --git a/tests/data/processed/features/stz_frequency/ios/phone_activity_recognition.csv b/tests/data/processed/features/stz_frequency/ios/phone_activity_recognition.csv index 21b5c093..89476cb3 100644 --- a/tests/data/processed/features/stz_frequency/ios/phone_activity_recognition.csv +++ b/tests/data/processed/features/stz_frequency/ios/phone_activity_recognition.csv @@ -37,14 +37,14 @@ "thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,8,1,0,4.99991666666667,0 "thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",2,8,1,0,9.99983333333333,0 "thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",2,8,1,0,9.99983333333333,0 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,0,1,0,NA,10.15325 -"thirtyminutes0020#2020-03-09 10:00:00,2020-03-09 10:29:59","thirtyminutes0020","2020-03-09 10:00:00","2020-03-09 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,0,1,0,NA,10.15325 -"thirtyminutes0020#2020-11-02 10:00:00,2020-11-02 10:29:59","thirtyminutes0020","2020-11-02 10:00:00","2020-11-02 10:29:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0021#2020-03-09 10:30:00,2020-03-09 10:59:59","thirtyminutes0021","2020-03-09 10:30:00","2020-03-09 10:59:59",1,7,1,0,4.99991666666667,NA -"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0021#2020-11-02 10:30:00,2020-11-02 10:59:59","thirtyminutes0021","2020-11-02 10:30:00","2020-11-02 10:59:59",1,7,1,0,4.99991666666667,NA +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,0,1,0,0,10.15325 +"thirtyminutes0020#2020-03-09 10:00:00,2020-03-09 10:29:59","thirtyminutes0020","2020-03-09 10:00:00","2020-03-09 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,0,1,0,0,10.15325 +"thirtyminutes0020#2020-11-02 10:00:00,2020-11-02 10:29:59","thirtyminutes0020","2020-11-02 10:00:00","2020-11-02 10:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0021#2020-03-06 10:30:00,2020-03-06 10:59:59","thirtyminutes0021","2020-03-06 10:30:00","2020-03-06 10:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0021#2020-03-09 10:30:00,2020-03-09 10:59:59","thirtyminutes0021","2020-03-09 10:30:00","2020-03-09 10:59:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0021#2020-10-30 10:30:00,2020-10-30 10:59:59","thirtyminutes0021","2020-10-30 10:30:00","2020-10-30 10:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0021#2020-11-02 10:30:00,2020-11-02 10:59:59","thirtyminutes0021","2020-11-02 10:30:00","2020-11-02 10:59:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",1,7,1,0,4.99991666666667,0 "thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,7,1,0,4.99991666666667,0 @@ -65,16 +65,16 @@ "thirtyminutes0028#2020-11-01 14:00:00,2020-11-01 14:29:59","thirtyminutes0028","2020-11-01 14:00:00","2020-11-01 14:29:59",1,3,1,4.99991666666667,0,0 "thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,3,1,0.859083333333333,0,0 "thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,3,1,0.859083333333333,0,0 -"thirtyminutes0030#2020-03-07 15:00:00,2020-03-07 15:29:59","thirtyminutes0030","2020-03-07 15:00:00","2020-03-07 15:29:59",1,7,1,NA,4.99991666666667,0 -"thirtyminutes0030#2020-03-08 15:00:00,2020-03-08 15:29:59","thirtyminutes0030","2020-03-08 15:00:00","2020-03-08 15:29:59",1,3,1,4.99991666666667,NA,0 -"thirtyminutes0030#2020-10-31 15:00:00,2020-10-31 15:29:59","thirtyminutes0030","2020-10-31 15:00:00","2020-10-31 15:29:59",1,7,1,NA,4.99991666666667,0 -"thirtyminutes0030#2020-11-01 15:00:00,2020-11-01 15:29:59","thirtyminutes0030","2020-11-01 15:00:00","2020-11-01 15:29:59",1,3,1,4.99991666666667,NA,0 -"thirtyminutes0031#2020-03-06 15:30:00,2020-03-06 15:59:59","thirtyminutes0031","2020-03-06 15:30:00","2020-03-06 15:59:59",1,3,1,4.99991666666667,NA,0 -"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",1,7,1,NA,4.99991666666667,0 -"thirtyminutes0031#2020-03-08 15:30:00,2020-03-08 15:59:59","thirtyminutes0031","2020-03-08 15:30:00","2020-03-08 15:59:59",1,3,1,4.99991666666667,NA,0 -"thirtyminutes0031#2020-10-30 15:30:00,2020-10-30 15:59:59","thirtyminutes0031","2020-10-30 15:30:00","2020-10-30 15:59:59",1,3,1,4.99991666666667,NA,0 -"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",1,7,1,NA,4.99991666666667,0 -"thirtyminutes0031#2020-11-01 15:30:00,2020-11-01 15:59:59","thirtyminutes0031","2020-11-01 15:30:00","2020-11-01 15:59:59",1,3,1,4.99991666666667,NA,0 +"thirtyminutes0030#2020-03-07 15:00:00,2020-03-07 15:29:59","thirtyminutes0030","2020-03-07 15:00:00","2020-03-07 15:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0030#2020-03-08 15:00:00,2020-03-08 15:29:59","thirtyminutes0030","2020-03-08 15:00:00","2020-03-08 15:29:59",1,3,1,4.99991666666667,0,0 +"thirtyminutes0030#2020-10-31 15:00:00,2020-10-31 15:29:59","thirtyminutes0030","2020-10-31 15:00:00","2020-10-31 15:29:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0030#2020-11-01 15:00:00,2020-11-01 15:29:59","thirtyminutes0030","2020-11-01 15:00:00","2020-11-01 15:29:59",1,3,1,4.99991666666667,0,0 +"thirtyminutes0031#2020-03-06 15:30:00,2020-03-06 15:59:59","thirtyminutes0031","2020-03-06 15:30:00","2020-03-06 15:59:59",1,3,1,4.99991666666667,0,0 +"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0031#2020-03-08 15:30:00,2020-03-08 15:59:59","thirtyminutes0031","2020-03-08 15:30:00","2020-03-08 15:59:59",1,3,1,4.99991666666667,0,0 +"thirtyminutes0031#2020-10-30 15:30:00,2020-10-30 15:59:59","thirtyminutes0031","2020-10-30 15:30:00","2020-10-30 15:59:59",1,3,1,4.99991666666667,0,0 +"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",1,7,1,0,4.99991666666667,0 +"thirtyminutes0031#2020-11-01 15:30:00,2020-11-01 15:59:59","thirtyminutes0031","2020-11-01 15:30:00","2020-11-01 15:59:59",1,3,1,4.99991666666667,0,0 "thirtyminutes0034#2020-03-09 17:00:00,2020-03-09 17:29:59","thirtyminutes0034","2020-03-09 17:00:00","2020-03-09 17:29:59",1,0,1,0,0,3.99993333333333 "thirtyminutes0034#2020-11-02 17:00:00,2020-11-02 17:29:59","thirtyminutes0034","2020-11-02 17:00:00","2020-11-02 17:29:59",1,0,1,0,0,3.99993333333333 "thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",3,0,1,0,0,18.5760666666667 @@ -83,14 +83,14 @@ "thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",1,0,1,0,0,0.999983333333333 "thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",2,0,1,0,0,9.99983333333333 "thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",2,0,1,0,0,9.99983333333333 -"thirtyminutes0037#2020-03-06 18:30:00,2020-03-06 18:59:59","thirtyminutes0037","2020-03-06 18:30:00","2020-03-06 18:59:59",1,7,1,0,5.69215,NA -"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0037#2020-10-30 18:30:00,2020-10-30 18:59:59","thirtyminutes0037","2020-10-30 18:30:00","2020-10-30 18:59:59",1,7,1,0,5.69215,NA -"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,0,1,0,NA,4.99991666666667 -"thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",4,7,2,0,15.7384333333333,NA -"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",2,0,1,0,NA,9.99983333333333 -"thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",4,7,2,0,15.7384333333333,NA -"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",2,0,1,0,NA,9.99983333333333 +"thirtyminutes0037#2020-03-06 18:30:00,2020-03-06 18:59:59","thirtyminutes0037","2020-03-06 18:30:00","2020-03-06 18:59:59",1,7,1,0,5.69215,0 +"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0037#2020-10-30 18:30:00,2020-10-30 18:59:59","thirtyminutes0037","2020-10-30 18:30:00","2020-10-30 18:59:59",1,7,1,0,5.69215,0 +"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,0,1,0,0,4.99991666666667 +"thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",4,7,2,0,15.7384333333333,0 +"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",2,0,1,0,0,9.99983333333333 +"thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",4,7,2,0,15.7384333333333,0 +"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",2,0,1,0,0,9.99983333333333 "thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",2,1,1,0,6.71366666666667,0 "thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",2,1,1,0,6.71366666666667,0 "thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",1,1,1,0,4.99991666666667,0 diff --git a/tests/data/processed/features/stz_frequency/ios/phone_applications_foreground.csv b/tests/data/processed/features/stz_frequency/ios/phone_applications_foreground.csv index 09845be4..c723a707 100644 --- a/tests/data/processed/features/stz_frequency/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_frequency/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropytop1global" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropytop1global" diff --git a/tests/data/processed/features/stz_frequency/ios/phone_calls.csv b/tests/data/processed/features/stz_frequency/ios/phone_calls.csv index 2eefe0c2..942edca4 100644 --- a/tests/data/processed/features/stz_frequency/ios/phone_calls.csv +++ b/tests/data/processed/features/stz_frequency/ios/phone_calls.csv @@ -1,115 +1,115 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_calls_rapids_missed_count","phone_calls_rapids_missed_distinctcontacts","phone_calls_rapids_missed_timefirstcall","phone_calls_rapids_missed_timelastcall","phone_calls_rapids_missed_countmostfrequentcontact","phone_calls_rapids_incoming_count","phone_calls_rapids_incoming_distinctcontacts","phone_calls_rapids_incoming_meanduration","phone_calls_rapids_incoming_sumduration","phone_calls_rapids_incoming_minduration","phone_calls_rapids_incoming_maxduration","phone_calls_rapids_incoming_stdduration","phone_calls_rapids_incoming_modeduration","phone_calls_rapids_incoming_entropyduration","phone_calls_rapids_incoming_timefirstcall","phone_calls_rapids_incoming_timelastcall","phone_calls_rapids_incoming_countmostfrequentcontact","phone_calls_rapids_outgoing_count","phone_calls_rapids_outgoing_distinctcontacts","phone_calls_rapids_outgoing_meanduration","phone_calls_rapids_outgoing_sumduration","phone_calls_rapids_outgoing_minduration","phone_calls_rapids_outgoing_maxduration","phone_calls_rapids_outgoing_stdduration","phone_calls_rapids_outgoing_modeduration","phone_calls_rapids_outgoing_entropyduration","phone_calls_rapids_outgoing_timefirstcall","phone_calls_rapids_outgoing_timelastcall","phone_calls_rapids_outgoing_countmostfrequentcontact" -"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,13,13,1 +"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,13,13,1 "thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",0,0,NA,NA,0,1,1,325,325,325,325,NA,325,0,15,15,1,2,2,123.5,247,0,247,174.655374953077,247,0,22,23,0 -"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,13,13,0 +"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,13,13,0 "thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",0,0,NA,NA,0,1,1,325,325,325,325,NA,325,0,15,15,0,2,2,123.5,247,0,247,174.655374953077,247,0,22,23,0 -"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,57,57,1 -"thirtyminutes0001#2020-10-30 00:30:00,2020-10-30 00:59:59","thirtyminutes0001","2020-10-30 00:30:00","2020-10-30 00:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,57,57,0 +"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,57,57,1 +"thirtyminutes0001#2020-10-30 00:30:00,2020-10-30 00:59:59","thirtyminutes0001","2020-10-30 00:30:00","2020-10-30 00:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,57,57,0 "thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0,0,NA,NA,0,1,1,449,449,449,449,NA,449,0,163,163,1,1,1,472.999,472.999,472.999,472.999,NA,472.999,0,172,172,1 "thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",0,0,NA,NA,0,1,1,449,449,449,449,NA,449,0,163,163,0,1,1,472.999,472.999,472.999,472.999,NA,472.999,0,172,172,0 -"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,198,198,0 -"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,0 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,198,198,0 -"thirtyminutes0008#2020-03-06 04:00:00,2020-03-06 04:29:59","thirtyminutes0008","2020-03-06 04:00:00","2020-03-06 04:29:59",0,0,NA,NA,0,1,1,767.999,767.999,767.999,767.999,NA,767.999,0,257,257,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 -"thirtyminutes0008#2020-10-30 04:00:00,2020-10-30 04:29:59","thirtyminutes0008","2020-10-30 04:00:00","2020-10-30 04:29:59",0,0,NA,NA,0,1,1,767.999,767.999,767.999,767.999,NA,767.999,0,257,257,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,0 +"thirtyminutes0006#2020-03-06 03:00:00,2020-03-06 03:29:59","thirtyminutes0006","2020-03-06 03:00:00","2020-03-06 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,1 +"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,198,198,0 +"thirtyminutes0006#2020-10-30 03:00:00,2020-10-30 03:29:59","thirtyminutes0006","2020-10-30 03:00:00","2020-10-30 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,507,507,507,507,NA,507,0,180,180,0 +"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,198,198,0 +"thirtyminutes0008#2020-03-06 04:00:00,2020-03-06 04:29:59","thirtyminutes0008","2020-03-06 04:00:00","2020-03-06 04:29:59",0,0,NA,NA,0,1,1,767.999,767.999,767.999,767.999,NA,767.999,0,257,257,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-03-09 04:00:00,2020-03-09 04:29:59","thirtyminutes0008","2020-03-09 04:00:00","2020-03-09 04:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,1 +"thirtyminutes0008#2020-10-30 04:00:00,2020-10-30 04:29:59","thirtyminutes0008","2020-10-30 04:00:00","2020-10-30 04:29:59",0,0,NA,NA,0,1,1,767.999,767.999,767.999,767.999,NA,767.999,0,257,257,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0008#2020-11-02 04:00:00,2020-11-02 04:29:59","thirtyminutes0008","2020-11-02 04:00:00","2020-11-02 04:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,109.999,109.999,109.999,109.999,NA,109.999,0,268,268,0 "thirtyminutes0009#2020-03-06 04:30:00,2020-03-06 04:59:59","thirtyminutes0009","2020-03-06 04:30:00","2020-03-06 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,1,1,1,0,0,0,0,NA,0,NA,281,281,1 "thirtyminutes0009#2020-03-09 04:30:00,2020-03-09 04:59:59","thirtyminutes0009","2020-03-09 04:30:00","2020-03-09 04:59:59",0,0,NA,NA,0,1,1,439,439,439,439,NA,439,0,278,278,0,1,1,30,30,30,30,NA,30,0,270,270,0 "thirtyminutes0009#2020-10-30 04:30:00,2020-10-30 04:59:59","thirtyminutes0009","2020-10-30 04:30:00","2020-10-30 04:59:59",0,0,NA,NA,0,1,1,593,593,593,593,NA,593,0,270,270,0,1,1,0,0,0,0,NA,0,NA,281,281,0 "thirtyminutes0009#2020-11-02 04:30:00,2020-11-02 04:59:59","thirtyminutes0009","2020-11-02 04:30:00","2020-11-02 04:59:59",0,0,NA,NA,0,1,1,439,439,439,439,NA,439,0,278,278,0,1,1,30,30,30,30,NA,30,0,270,270,0 -"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1101,1101,1101,1101,NA,1101,0,400,400,1 -"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,0 -"thirtyminutes0013#2020-03-08 06:30:00,2020-03-08 06:59:59","thirtyminutes0013","2020-03-08 06:30:00","2020-03-08 06:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,417,417,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1101,1101,1101,1101,NA,1101,0,400,400,0 -"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,0 -"thirtyminutes0013#2020-11-01 06:30:00,2020-11-01 06:59:59","thirtyminutes0013","2020-11-01 06:30:00","2020-11-01 06:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,417,417,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0014#2020-03-07 07:00:00,2020-03-07 07:29:59","thirtyminutes0014","2020-03-07 07:00:00","2020-03-07 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1056,1056,1056,1056,NA,1056,0,420,420,1 -"thirtyminutes0014#2020-03-08 07:00:00,2020-03-08 07:29:59","thirtyminutes0014","2020-03-08 07:00:00","2020-03-08 07:29:59",0,0,NA,NA,0,1,1,825,825,825,825,NA,825,0,420,420,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0014#2020-10-31 07:00:00,2020-10-31 07:29:59","thirtyminutes0014","2020-10-31 07:00:00","2020-10-31 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1056,1056,1056,1056,NA,1056,0,420,420,0 -"thirtyminutes0014#2020-11-01 07:00:00,2020-11-01 07:29:59","thirtyminutes0014","2020-11-01 07:00:00","2020-11-01 07:29:59",0,0,NA,NA,0,1,1,825,825,825,825,NA,825,0,420,420,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,898.999,898.999,898.999,898.999,NA,898.999,0,495,495,1 -"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,898.999,898.999,898.999,898.999,NA,898.999,0,495,495,0 +"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1101,1101,1101,1101,NA,1101,0,400,400,1 +"thirtyminutes0013#2020-03-07 06:30:00,2020-03-07 06:59:59","thirtyminutes0013","2020-03-07 06:30:00","2020-03-07 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,0 +"thirtyminutes0013#2020-03-08 06:30:00,2020-03-08 06:59:59","thirtyminutes0013","2020-03-08 06:30:00","2020-03-08 06:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,417,417,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1101,1101,1101,1101,NA,1101,0,400,400,0 +"thirtyminutes0013#2020-10-31 06:30:00,2020-10-31 06:59:59","thirtyminutes0013","2020-10-31 06:30:00","2020-10-31 06:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,74.999,74.999,74.999,74.999,NA,74.999,0,418,418,0 +"thirtyminutes0013#2020-11-01 06:30:00,2020-11-01 06:59:59","thirtyminutes0013","2020-11-01 06:30:00","2020-11-01 06:59:59",0,0,NA,NA,0,1,1,159.999,159.999,159.999,159.999,NA,159.999,0,417,417,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0014#2020-03-07 07:00:00,2020-03-07 07:29:59","thirtyminutes0014","2020-03-07 07:00:00","2020-03-07 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1056,1056,1056,1056,NA,1056,0,420,420,1 +"thirtyminutes0014#2020-03-08 07:00:00,2020-03-08 07:29:59","thirtyminutes0014","2020-03-08 07:00:00","2020-03-08 07:29:59",0,0,NA,NA,0,1,1,825,825,825,825,NA,825,0,420,420,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0014#2020-10-31 07:00:00,2020-10-31 07:29:59","thirtyminutes0014","2020-10-31 07:00:00","2020-10-31 07:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1056,1056,1056,1056,NA,1056,0,420,420,0 +"thirtyminutes0014#2020-11-01 07:00:00,2020-11-01 07:29:59","thirtyminutes0014","2020-11-01 07:00:00","2020-11-01 07:29:59",0,0,NA,NA,0,1,1,825,825,825,825,NA,825,0,420,420,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,898.999,898.999,898.999,898.999,NA,898.999,0,495,495,1 +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,898.999,898.999,898.999,898.999,NA,898.999,0,495,495,0 "thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",0,0,NA,NA,0,1,1,920,920,920,920,NA,920,0,515,515,1,1,1,177,177,177,177,NA,177,0,510,510,1 -"thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",0,0,NA,NA,0,2,2,428,856,183,673,346.482322781408,183,0.519512697612674,512,519,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0017#2020-03-07 08:30:00,2020-03-07 08:59:59","thirtyminutes0017","2020-03-07 08:30:00","2020-03-07 08:59:59",0,0,NA,NA,0,2,2,428,856,183,673,346.482322781408,183,0.519512697612674,512,519,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",0,0,NA,NA,0,1,1,920,920,920,920,NA,920,0,515,515,0,1,1,177,177,177,177,NA,177,0,510,510,0 -"thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",0,0,NA,NA,0,2,2,428,856,183,673,346.482322781408,183,0.519512697612674,512,519,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0018#2020-03-09 09:00:00,2020-03-09 09:29:59","thirtyminutes0018","2020-03-09 09:00:00","2020-03-09 09:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,354.9995,709.999,0,709.999,502.045107535668,0,0,541,558,1 -"thirtyminutes0018#2020-11-02 09:00:00,2020-11-02 09:29:59","thirtyminutes0018","2020-11-02 09:00:00","2020-11-02 09:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,354.9995,709.999,0,709.999,502.045107535668,0,0,541,558,0 -"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,1 -"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 -"thirtyminutes0019#2020-03-09 09:30:00,2020-03-09 09:59:59","thirtyminutes0019","2020-03-09 09:30:00","2020-03-09 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,404,404,404,404,NA,404,0,570,570,0 -"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 -"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 -"thirtyminutes0019#2020-11-02 09:30:00,2020-11-02 09:59:59","thirtyminutes0019","2020-11-02 09:30:00","2020-11-02 09:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,404,404,404,404,NA,404,0,570,570,0 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0,0,NA,NA,0,1,1,1285,1285,1285,1285,NA,1285,0,600,600,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",0,0,NA,NA,0,1,1,1304,1304,1304,1304,NA,1304,0,600,600,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0,0,NA,NA,0,1,1,1285,1285,1285,1285,NA,1285,0,600,600,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",0,0,NA,NA,0,1,1,1304,1304,1304,1304,NA,1304,0,600,600,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 -"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 -"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 -"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,1 -"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 -"thirtyminutes0023#2020-03-08 11:30:00,2020-03-08 11:59:59","thirtyminutes0023","2020-03-08 11:30:00","2020-03-08 11:59:59",1,1,708,708,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 -"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 -"thirtyminutes0023#2020-11-01 11:30:00,2020-11-01 11:59:59","thirtyminutes0023","2020-11-01 11:30:00","2020-11-01 11:59:59",1,1,708,708,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0,0,NA,NA,0,1,1,1028,1028,1028,1028,NA,1028,0,724,724,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0,0,NA,NA,0,1,1,1028,1028,1028,1028,NA,1028,0,724,724,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",0,0,NA,NA,0,2,2,558.9995,1117.999,48.999,1069,721.24962391706,1069,0.180369911667285,753,779,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-03-08 12:30:00,2020-03-08 12:59:59","thirtyminutes0025","2020-03-08 12:30:00","2020-03-08 12:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,42,42,42,42,NA,42,0,769,769,1 -"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",0,0,NA,NA,0,2,2,558.9995,1117.999,48.999,1069,721.24962391706,1069,0.180369911667285,753,779,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0025#2020-11-01 12:30:00,2020-11-01 12:59:59","thirtyminutes0025","2020-11-01 12:30:00","2020-11-01 12:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,42,42,42,42,NA,42,0,769,769,0 -"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",0,0,NA,NA,0,1,1,643,643,643,643,NA,643,0,780,780,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",0,0,NA,NA,0,1,1,643,643,643,643,NA,643,0,780,780,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 -"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,0 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,1,874,874,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,230,230,230,230,NA,230,0,870,870,1 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,1,874,874,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,230,230,230,230,NA,230,0,870,870,0 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0,0,NA,NA,0,1,1,223,223,223,223,NA,223,0,921,921,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0,0,NA,NA,0,1,1,223,223,223,223,NA,223,0,921,921,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1008,1008,1 -"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1008,1008,0 -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1206,1206,1206,1206,NA,1206,0,1051,1051,1 -"thirtyminutes0035#2020-03-09 17:30:00,2020-03-09 17:59:59","thirtyminutes0035","2020-03-09 17:30:00","2020-03-09 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,37,37,37,37,NA,37,0,1075,1075,0 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1206,1206,1206,1206,NA,1206,0,1051,1051,0 -"thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,37,37,37,37,NA,37,0,1075,1075,0 -"thirtyminutes0036#2020-03-08 18:00:00,2020-03-08 18:29:59","thirtyminutes0036","2020-03-08 18:00:00","2020-03-08 18:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1101,1101,1 -"thirtyminutes0036#2020-11-01 18:00:00,2020-11-01 18:29:59","thirtyminutes0036","2020-11-01 18:00:00","2020-11-01 18:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1101,1101,0 -"thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",1,1,1144,1144,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,516,1032,0,1032,729.734198184517,1032,0,1146,1167,1 +"thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",0,0,NA,NA,0,2,2,428,856,183,673,346.482322781408,183,0.519512697612674,512,519,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0018#2020-03-09 09:00:00,2020-03-09 09:29:59","thirtyminutes0018","2020-03-09 09:00:00","2020-03-09 09:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,2,2,354.9995,709.999,0,709.999,502.045107535668,0,0,541,558,1 +"thirtyminutes0018#2020-11-02 09:00:00,2020-11-02 09:29:59","thirtyminutes0018","2020-11-02 09:00:00","2020-11-02 09:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,2,2,354.9995,709.999,0,709.999,502.045107535668,0,0,541,558,0 +"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,1 +"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 +"thirtyminutes0019#2020-03-09 09:30:00,2020-03-09 09:59:59","thirtyminutes0019","2020-03-09 09:30:00","2020-03-09 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,404,404,404,404,NA,404,0,570,570,0 +"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 +"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,589,589,0 +"thirtyminutes0019#2020-11-02 09:30:00,2020-11-02 09:59:59","thirtyminutes0019","2020-11-02 09:30:00","2020-11-02 09:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,404,404,404,404,NA,404,0,570,570,0 +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0,0,NA,NA,0,1,1,1285,1285,1285,1285,NA,1285,0,600,600,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",0,0,NA,NA,0,1,1,1304,1304,1304,1304,NA,1304,0,600,600,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0,0,NA,NA,0,1,1,1285,1285,1285,1285,NA,1285,0,600,600,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",0,0,NA,NA,0,1,1,1304,1304,1304,1304,NA,1304,0,600,600,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,1 +"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 +"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 +"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,129.999,129.999,129.999,129.999,NA,129.999,0,687,687,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,1 +"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 +"thirtyminutes0023#2020-03-08 11:30:00,2020-03-08 11:59:59","thirtyminutes0023","2020-03-08 11:30:00","2020-03-08 11:59:59",1,1,708,708,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-03-09 11:30:00,2020-03-09 11:59:59","thirtyminutes0023","2020-03-09 11:30:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 +"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,639,639,639,639,NA,639,0,690,690,0 +"thirtyminutes0023#2020-11-01 11:30:00,2020-11-01 11:59:59","thirtyminutes0023","2020-11-01 11:30:00","2020-11-01 11:59:59",1,1,708,708,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-11-02 11:30:00,2020-11-02 11:59:59","thirtyminutes0023","2020-11-02 11:30:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0,0,NA,NA,0,1,1,1028,1028,1028,1028,NA,1028,0,724,724,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0,0,NA,NA,0,1,1,1028,1028,1028,1028,NA,1028,0,724,724,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",0,0,NA,NA,0,2,2,558.9995,1117.999,48.999,1069,721.24962391706,1069,0.180369911667285,753,779,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-08 12:30:00,2020-03-08 12:59:59","thirtyminutes0025","2020-03-08 12:30:00","2020-03-08 12:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,42,42,42,42,NA,42,0,769,769,1 +"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",0,0,NA,NA,0,2,2,558.9995,1117.999,48.999,1069,721.24962391706,1069,0.180369911667285,753,779,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-11-01 12:30:00,2020-11-01 12:59:59","thirtyminutes0025","2020-11-01 12:30:00","2020-11-01 12:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,42,42,42,42,NA,42,0,769,769,0 +"thirtyminutes0026#2020-03-06 13:00:00,2020-03-06 13:29:59","thirtyminutes0026","2020-03-06 13:00:00","2020-03-06 13:29:59",0,0,NA,NA,0,1,1,643,643,643,643,NA,643,0,780,780,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0026#2020-10-30 13:00:00,2020-10-30 13:29:59","thirtyminutes0026","2020-10-30 13:00:00","2020-10-30 13:29:59",0,0,NA,NA,0,1,1,643,643,643,643,NA,643,0,780,780,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0028#2020-03-06 14:00:00,2020-03-06 14:29:59","thirtyminutes0028","2020-03-06 14:00:00","2020-03-06 14:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,1 +"thirtyminutes0028#2020-10-30 14:00:00,2020-10-30 14:29:59","thirtyminutes0028","2020-10-30 14:00:00","2020-10-30 14:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,26.999,26.999,26.999,26.999,NA,26.999,0,869,869,0 +"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,1,874,874,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,230,230,230,230,NA,230,0,870,870,1 +"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,1,874,874,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,230,230,230,230,NA,230,0,870,870,0 +"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0,0,NA,NA,0,1,1,223,223,223,223,NA,223,0,921,921,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0,0,NA,NA,0,1,1,223,223,223,223,NA,223,0,921,921,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1008,1008,1 +"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1008,1008,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1206,1206,1206,1206,NA,1206,0,1051,1051,1 +"thirtyminutes0035#2020-03-09 17:30:00,2020-03-09 17:59:59","thirtyminutes0035","2020-03-09 17:30:00","2020-03-09 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,37,37,37,37,NA,37,0,1075,1075,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,1206,1206,1206,1206,NA,1206,0,1051,1051,0 +"thirtyminutes0035#2020-11-02 17:30:00,2020-11-02 17:59:59","thirtyminutes0035","2020-11-02 17:30:00","2020-11-02 17:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,37,37,37,37,NA,37,0,1075,1075,0 +"thirtyminutes0036#2020-03-08 18:00:00,2020-03-08 18:29:59","thirtyminutes0036","2020-03-08 18:00:00","2020-03-08 18:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1101,1101,1 +"thirtyminutes0036#2020-11-01 18:00:00,2020-11-01 18:29:59","thirtyminutes0036","2020-11-01 18:00:00","2020-11-01 18:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1101,1101,0 +"thirtyminutes0038#2020-03-06 19:00:00,2020-03-06 19:29:59","thirtyminutes0038","2020-03-06 19:00:00","2020-03-06 19:29:59",1,1,1144,1144,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,2,2,516,1032,0,1032,729.734198184517,1032,0,1146,1167,1 "thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",0,0,NA,NA,0,1,1,566,566,566,566,NA,566,0,1144,1144,1,2,2,400.9995,801.999,0,801.999,567.09893140483,801.999,0,1156,1167,0 -"thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",1,1,1144,1144,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,516,1032,0,1032,729.734198184517,1032,0,1146,1167,0 +"thirtyminutes0038#2020-10-30 19:00:00,2020-10-30 19:29:59","thirtyminutes0038","2020-10-30 19:00:00","2020-10-30 19:29:59",1,1,1144,1144,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,2,2,516,1032,0,1032,729.734198184517,1032,0,1146,1167,0 "thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",0,0,NA,NA,0,1,1,566,566,566,566,NA,566,0,1144,1144,0,2,2,400.9995,801.999,0,801.999,567.09893140483,801.999,0,1156,1167,0 -"thirtyminutes0039#2020-03-07 19:30:00,2020-03-07 19:59:59","thirtyminutes0039","2020-03-07 19:30:00","2020-03-07 19:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,631,631,631,631,NA,631,0,1170,1170,1 -"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0,0,NA,NA,0,1,1,143,143,143,143,NA,143,0,1177,1177,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0039#2020-10-31 19:30:00,2020-10-31 19:59:59","thirtyminutes0039","2020-10-31 19:30:00","2020-10-31 19:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,631,631,631,631,NA,631,0,1170,1170,0 -"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0,0,NA,NA,0,1,1,143,143,143,143,NA,143,0,1177,1177,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",1,1,1214,1214,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",1,1,1214,1214,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0,0,NA,NA,0,1,1,789,789,789,789,NA,789,0,1230,1230,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0,0,NA,NA,0,1,1,789,789,789,789,NA,789,0,1230,1230,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 -"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,0 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,0 -"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,0 -"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,1 -"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,0 -"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,0 -"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,0 -"thirtyminutes0044#2020-03-06 22:00:00,2020-03-06 22:29:59","thirtyminutes0044","2020-03-06 22:00:00","2020-03-06 22:29:59",1,1,1331,1331,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-03-07 22:00:00,2020-03-07 22:29:59","thirtyminutes0044","2020-03-07 22:00:00","2020-03-07 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-03-09 22:00:00,2020-03-09 22:29:59","thirtyminutes0044","2020-03-09 22:00:00","2020-03-09 22:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1346,1346,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-10-30 22:00:00,2020-10-30 22:29:59","thirtyminutes0044","2020-10-30 22:00:00","2020-10-30 22:29:59",1,1,1331,1331,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-10-31 22:00:00,2020-10-31 22:29:59","thirtyminutes0044","2020-10-31 22:00:00","2020-10-31 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0044#2020-11-02 22:00:00,2020-11-02 22:29:59","thirtyminutes0044","2020-11-02 22:00:00","2020-11-02 22:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1346,1346,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-03-07 22:30:00,2020-03-07 22:59:59","thirtyminutes0045","2020-03-07 22:30:00","2020-03-07 22:59:59",0,0,NA,NA,0,1,1,144,144,144,144,NA,144,0,1350,1350,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-03-09 22:30:00,2020-03-09 22:59:59","thirtyminutes0045","2020-03-09 22:30:00","2020-03-09 22:59:59",0,0,NA,NA,0,1,1,267,267,267,267,NA,267,0,1350,1350,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-10-31 22:30:00,2020-10-31 22:59:59","thirtyminutes0045","2020-10-31 22:30:00","2020-10-31 22:59:59",0,0,NA,NA,0,1,1,144,144,144,144,NA,144,0,1350,1350,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 -"thirtyminutes0045#2020-11-02 22:30:00,2020-11-02 22:59:59","thirtyminutes0045","2020-11-02 22:30:00","2020-11-02 22:59:59",0,0,NA,NA,0,1,1,267,267,267,267,NA,267,0,1350,1350,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"thirtyminutes0039#2020-03-07 19:30:00,2020-03-07 19:59:59","thirtyminutes0039","2020-03-07 19:30:00","2020-03-07 19:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,631,631,631,631,NA,631,0,1170,1170,1 +"thirtyminutes0039#2020-03-08 19:30:00,2020-03-08 19:59:59","thirtyminutes0039","2020-03-08 19:30:00","2020-03-08 19:59:59",0,0,NA,NA,0,1,1,143,143,143,143,NA,143,0,1177,1177,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0039#2020-10-31 19:30:00,2020-10-31 19:59:59","thirtyminutes0039","2020-10-31 19:30:00","2020-10-31 19:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,631,631,631,631,NA,631,0,1170,1170,0 +"thirtyminutes0039#2020-11-01 19:30:00,2020-11-01 19:59:59","thirtyminutes0039","2020-11-01 19:30:00","2020-11-01 19:59:59",0,0,NA,NA,0,1,1,143,143,143,143,NA,143,0,1177,1177,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",1,1,1214,1214,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0,0,NA,NA,0,1,1,940.999,940.999,940.999,940.999,NA,940.999,0,1214,1214,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",1,1,1214,1214,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0,0,NA,NA,0,1,1,789,789,789,789,NA,789,0,1230,1230,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0,0,NA,NA,0,1,1,789,789,789,789,NA,789,0,1230,1230,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,1 +"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,0 +"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,0 +"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,762.999,762.999,762.999,762.999,NA,762.999,0,1277,1277,0 +"thirtyminutes0043#2020-03-06 21:30:00,2020-03-06 21:59:59","thirtyminutes0043","2020-03-06 21:30:00","2020-03-06 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,1 +"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,0 +"thirtyminutes0043#2020-10-30 21:30:00,2020-10-30 21:59:59","thirtyminutes0043","2020-10-30 21:30:00","2020-10-30 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,0 +"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",0,0,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,1,1,793,793,793,793,NA,793,0,1290,1290,0 +"thirtyminutes0044#2020-03-06 22:00:00,2020-03-06 22:29:59","thirtyminutes0044","2020-03-06 22:00:00","2020-03-06 22:29:59",1,1,1331,1331,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-03-07 22:00:00,2020-03-07 22:29:59","thirtyminutes0044","2020-03-07 22:00:00","2020-03-07 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-03-09 22:00:00,2020-03-09 22:29:59","thirtyminutes0044","2020-03-09 22:00:00","2020-03-09 22:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1346,1346,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-10-30 22:00:00,2020-10-30 22:29:59","thirtyminutes0044","2020-10-30 22:00:00","2020-10-30 22:29:59",1,1,1331,1331,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-10-31 22:00:00,2020-10-31 22:29:59","thirtyminutes0044","2020-10-31 22:00:00","2020-10-31 22:29:59",0,0,NA,NA,0,1,1,1093.999,1093.999,1093.999,1093.999,NA,1093.999,0,1331,1331,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-11-02 22:00:00,2020-11-02 22:29:59","thirtyminutes0044","2020-11-02 22:00:00","2020-11-02 22:29:59",0,0,NA,NA,0,1,1,229.999,229.999,229.999,229.999,NA,229.999,0,1346,1346,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-03-07 22:30:00,2020-03-07 22:59:59","thirtyminutes0045","2020-03-07 22:30:00","2020-03-07 22:59:59",0,0,NA,NA,0,1,1,144,144,144,144,NA,144,0,1350,1350,1,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-03-09 22:30:00,2020-03-09 22:59:59","thirtyminutes0045","2020-03-09 22:30:00","2020-03-09 22:59:59",0,0,NA,NA,0,1,1,267,267,267,267,NA,267,0,1350,1350,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-10-31 22:30:00,2020-10-31 22:59:59","thirtyminutes0045","2020-10-31 22:30:00","2020-10-31 22:59:59",0,0,NA,NA,0,1,1,144,144,144,144,NA,144,0,1350,1350,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 +"thirtyminutes0045#2020-11-02 22:30:00,2020-11-02 22:59:59","thirtyminutes0045","2020-11-02 22:30:00","2020-11-02 22:59:59",0,0,NA,NA,0,1,1,267,267,267,267,NA,267,0,1350,1350,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 diff --git a/tests/data/processed/features/stz_frequency/ios/phone_conversation.csv b/tests/data/processed/features/stz_frequency/ios/phone_conversation.csv index aaa10b34..bdadbcb3 100644 --- a/tests/data/processed/features/stz_frequency/ios/phone_conversation.csv +++ b/tests/data/processed/features/stz_frequency/ios/phone_conversation.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_conversation_rapids_noiseexpectedfraction","phone_conversation_rapids_minutessilence","phone_conversation_rapids_noiseminenergy","phone_conversation_rapids_timefirstconversation","phone_conversation_rapids_maxconversationduration","phone_conversation_rapids_avgconversationduration","phone_conversation_rapids_noisesdenergy","phone_conversation_rapids_noisesensedfraction","phone_conversation_rapids_voicemaxenergy","phone_conversation_rapids_unknownsensedfraction","phone_conversation_rapids_sumconversationduration","phone_conversation_rapids_voiceminenergy","phone_conversation_rapids_voicesensedfraction","phone_conversation_rapids_voiceavgenergy","phone_conversation_rapids_minconversationduration","phone_conversation_rapids_silencesensedfraction","phone_conversation_rapids_unknownexpectedfraction","phone_conversation_rapids_minutesvoice","phone_conversation_rapids_voicesdenergy","phone_conversation_rapids_voiceexpectedfraction","phone_conversation_rapids_silenceexpectedfraction","phone_conversation_rapids_noisemaxenergy","phone_conversation_rapids_voicesumenergy","phone_conversation_rapids_noiseavgenergy","phone_conversation_rapids_minutesnoise","phone_conversation_rapids_sdconversationduration","phone_conversation_rapids_noisesumenergy","phone_conversation_rapids_minutesunknown","phone_conversation_rapids_countconversation","phone_conversation_rapids_timelastconversation" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_conversation_rapids_minconversationduration","phone_conversation_rapids_noiseminenergy","phone_conversation_rapids_minutesunknown","phone_conversation_rapids_voiceavgenergy","phone_conversation_rapids_noisesumenergy","phone_conversation_rapids_sumconversationduration","phone_conversation_rapids_sdconversationduration","phone_conversation_rapids_voicesumenergy","phone_conversation_rapids_minutessilence","phone_conversation_rapids_timefirstconversation","phone_conversation_rapids_noiseexpectedfraction","phone_conversation_rapids_countconversation","phone_conversation_rapids_noisesensedfraction","phone_conversation_rapids_minutesvoice","phone_conversation_rapids_silencesensedfraction","phone_conversation_rapids_unknownsensedfraction","phone_conversation_rapids_silenceexpectedfraction","phone_conversation_rapids_voiceexpectedfraction","phone_conversation_rapids_noisesdenergy","phone_conversation_rapids_voicesdenergy","phone_conversation_rapids_timelastconversation","phone_conversation_rapids_voiceminenergy","phone_conversation_rapids_maxconversationduration","phone_conversation_rapids_noisemaxenergy","phone_conversation_rapids_minutesnoise","phone_conversation_rapids_voicemaxenergy","phone_conversation_rapids_unknownexpectedfraction","phone_conversation_rapids_noiseavgenergy","phone_conversation_rapids_voicesensedfraction","phone_conversation_rapids_avgconversationduration" diff --git a/tests/data/processed/features/stz_frequency/ios/phone_keyboard.csv b/tests/data/processed/features/stz_frequency/ios/phone_keyboard.csv index 3dcb62f1..26a5b83b 100644 --- a/tests/data/processed/features/stz_frequency/ios/phone_keyboard.csv +++ b/tests/data/processed/features/stz_frequency/ios/phone_keyboard.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_lastmessagelength" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_sessioncount" diff --git a/tests/data/processed/features/stz_frequency/ios/phone_screen.csv b/tests/data/processed/features/stz_frequency/ios/phone_screen.csv index e6f0612a..5e11f7d1 100644 --- a/tests/data/processed/features/stz_frequency/ios/phone_screen.csv +++ b/tests/data/processed/features/stz_frequency/ios/phone_screen.csv @@ -1,47 +1,23 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_screen_rapids_countepisodeunlock","phone_screen_rapids_sumdurationunlock","phone_screen_rapids_maxdurationunlock","phone_screen_rapids_mindurationunlock","phone_screen_rapids_avgdurationunlock","phone_screen_rapids_stddurationunlock","phone_screen_rapids_firstuseafter00unlock" -"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,5.18333333333333 -"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,5 -"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,5.18333333333333 -"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,5 -"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",1,6.00136666666667,6.00136666666667,6.00136666666667,6.00136666666667,NA,170.5 -"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",1,6.00136666666667,6.00136666666667,6.00136666666667,6.00136666666667,NA,170.5 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,181 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,181 -"thirtyminutes0009#2020-03-08 04:30:00,2020-03-08 04:59:59","thirtyminutes0009","2020-03-08 04:30:00","2020-03-08 04:59:59",1,4.9999,4.9999,4.9999,4.9999,NA,295 -"thirtyminutes0009#2020-11-01 04:30:00,2020-11-01 04:59:59","thirtyminutes0009","2020-11-01 04:30:00","2020-11-01 04:59:59",1,4.9999,4.9999,4.9999,4.9999,NA,295 -"thirtyminutes0010#2020-03-08 05:00:00,2020-03-08 05:29:59","thirtyminutes0010","2020-03-08 05:00:00","2020-03-08 05:29:59",1,24.9995833333333,24.9995833333333,24.9995833333333,24.9995833333333,NA,300 -"thirtyminutes0010#2020-11-01 05:00:00,2020-11-01 05:29:59","thirtyminutes0010","2020-11-01 05:00:00","2020-11-01 05:29:59",1,24.9995833333333,24.9995833333333,24.9995833333333,24.9995833333333,NA,300 -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,3.13668333333333,3.13668333333333,3.13668333333333,3.13668333333333,NA,356.85 -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,3.13668333333333,3.13668333333333,3.13668333333333,3.13668333333333,NA,356.85 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,3.86158333333333,3.86158333333333,3.86158333333333,3.86158333333333,NA,360 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,3.86158333333333,3.86158333333333,3.86158333333333,3.86158333333333,NA,360 -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",1,21.6595333333333,21.6595333333333,21.6595333333333,21.6595333333333,NA,600.4 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",1,21.6595333333333,21.6595333333333,21.6595333333333,21.6595333333333,NA,600.4 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,2.4361,2.4361,2.4361,2.4361,NA,717.55 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",1,2.4361,2.4361,2.4361,2.4361,NA,717.55 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1,12.5656666666667,12.5656666666667,12.5656666666667,12.5656666666667,NA,720 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1,12.5656666666667,12.5656666666667,12.5656666666667,12.5656666666667,NA,720 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",1,8.95798333333333,8.95798333333333,8.95798333333333,8.95798333333333,NA,891.033333333333 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",1,8.95798333333333,8.95798333333333,8.95798333333333,8.95798333333333,NA,891.033333333333 -"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0489333333333333,0.0489333333333333,0.0489333333333333,0.0489333333333333,NA,900 -"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0489333333333333,0.0489333333333333,0.0489333333333333,0.0489333333333333,NA,900 -"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",1,1.9833,1.9833,1.9833,1.9833,NA,958.016666666667 -"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",1,1.9833,1.9833,1.9833,1.9833,NA,958.016666666667 -"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1,3.0166,3.0166,3.0166,3.0166,NA,960 -"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1,3.0166,3.0166,3.0166,3.0166,NA,960 -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,8.54903333333333,8.54903333333333,8.54903333333333,8.54903333333333,NA,1071.45 -"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,1068.01666666667 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,8.54903333333333,8.54903333333333,8.54903333333333,8.54903333333333,NA,1071.45 -"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",1,3.99993333333333,3.99993333333333,3.99993333333333,3.99993333333333,NA,1068.01666666667 -"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,8.43993333333333,8.43993333333333,8.43993333333333,8.43993333333333,NA,1080 -"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,8.43993333333333,8.43993333333333,8.43993333333333,8.43993333333333,NA,1080 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",1,17.0195166666667,17.0195166666667,17.0195166666667,17.0195166666667,NA,1242.96666666667 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",1,17.0195166666667,17.0195166666667,17.0195166666667,17.0195166666667,NA,1242.96666666667 -"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",1,1.97485,1.97485,1.97485,1.97485,NA,1260 -"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",1,1.99996666666667,1.99996666666667,1.99996666666667,1.99996666666667,NA,1265 -"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",1,1.97485,1.97485,1.97485,1.97485,NA,1260 -"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",1,1.99996666666667,1.99996666666667,1.99996666666667,1.99996666666667,NA,1265 -"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",1,5.9999,5.9999,5.9999,5.9999,NA,1313.01666666667 -"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",1,5.9999,5.9999,5.9999,5.9999,NA,1313.01666666667 -"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1322 -"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",1,2.99995,2.99995,2.99995,2.99995,NA,1322 +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",7,94.6512666666667,21.6595333333333,6.00136666666667,13.5216095238095,6.18978716736703,170.5 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",4,18.9996833333333,5.9999,3.99993333333333,4.74992083333333,0.957411150637875,5.18333333333333 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",3,35.9994,29.9995,2.99995,11.9998,15.5881974604988,5 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",2,5.9999,3.99993333333333,1.99996666666667,2.99995,1.41418999214706,181 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",7,94.6512666666667,21.6595333333333,6.00136666666667,13.5216095238095,6.18978716736703,170.5 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",4,18.9996833333333,5.9999,3.99993333333333,4.74992083333333,0.957411150637875,5.18333333333333 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",3,35.9994,29.9995,2.99995,11.9998,15.5881974604988,5 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",2,5.9999,3.99993333333333,1.99996666666667,2.99995,1.41418999214706,181 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",3,27.9572166666667,21.6595333333333,2.4361,9.31907222222222,10.7108933338698,360 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",3,27.9572166666667,21.6595333333333,2.4361,9.31907222222222,10.7108933338698,360 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",14,149.65035,29.9995,2.99995,10.6893107142857,8.41713211936808,170.5 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",9,60.9989833333333,29.9995,1.99996666666667,6.77766481481481,8.78589046811643,5.18333333333333 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",5,41.9993,29.9995,1.99996666666667,8.39986,12.095252100472,5 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",2,5.9999,3.99993333333333,1.99996666666667,2.99995,1.41418999214706,181 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",7,94.6512666666667,21.6595333333333,6.00136666666667,13.5216095238095,6.18978716736703,170.5 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",11,113.65095,21.6595333333333,3.99993333333333,10.3319045454545,6.54587192809369,170.5 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",14,149.65035,29.9995,2.99995,10.6893107142857,8.41713211936808,170.5 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",9,60.9989833333333,29.9995,1.99996666666667,6.77766481481481,8.78589046811643,5.18333333333333 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",5,41.9993,29.9995,1.99996666666667,8.39986,12.095252100472,5 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",2,5.9999,3.99993333333333,1.99996666666667,2.99995,1.41418999214706,181 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",14,149.65035,29.9995,2.99995,10.6893107142857,8.41713211936808,170.5 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",14,149.65035,29.9995,2.99995,10.6893107142857,8.41713211936808,170.5 diff --git a/tests/data/processed/features/stz_periodic/android/phone_activity_recognition.csv b/tests/data/processed/features/stz_periodic/android/phone_activity_recognition.csv index 5085d982..df1c18cf 100644 --- a/tests/data/processed/features/stz_periodic/android/phone_activity_recognition.csv +++ b/tests/data/processed/features/stz_periodic/android/phone_activity_recognition.csv @@ -1,16 +1,16 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_activity_recognition_rapids_count","phone_activity_recognition_rapids_mostcommonactivity","phone_activity_recognition_rapids_countuniqueactivities","phone_activity_recognition_rapids_durationstationary","phone_activity_recognition_rapids_durationmobile","phone_activity_recognition_rapids_durationvehicle" "daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",47,3,8,89.8647166666667,112.7929,43.7290666666667 "daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",7,0,4,4.99991666666667,19.9996666666667,9.99983333333333 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",8,3,3,29.9995,9.99983333333333,NA +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",8,3,3,29.9995,9.99983333333333,0 "daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",5,0,3,6.99988333333333,9.99983333333333,9.99983333333333 "daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",47,3,8,89.8647166666667,112.7929,43.7290666666667 "daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",7,0,4,4.99991666666667,19.9996666666667,9.99983333333333 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",8,3,3,29.9995,9.99983333333333,NA +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",8,3,3,29.9995,9.99983333333333,0 "daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",5,0,3,6.99988333333333,9.99983333333333,9.99983333333333 "morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",13,3,5,19.8658833333333,44.4810333333333,15.1531666666667 -"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",2,7,1,NA,9.99983333333333,NA +"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",2,7,1,0,9.99983333333333,0 "morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",13,3,5,19.8658833333333,44.4810333333333,15.1531666666667 -"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",2,7,1,NA,9.99983333333333,NA +"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",2,7,1,0,9.99983333333333,0 "threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",62,3,8,124.864133333333,142.7924,53.7289 "threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",20,3,6,41.9993,39.9993333333333,19.9996666666667 "threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",13,3,5,36.9993833333333,19.9996666666667,9.99983333333333 diff --git a/tests/data/processed/features/stz_periodic/android/phone_applications_foreground.csv b/tests/data/processed/features/stz_periodic/android/phone_applications_foreground.csv index ed0c7737..21babb68 100644 --- a/tests/data/processed/features/stz_periodic/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_periodic/android/phone_applications_foreground.csv @@ -1,23 +1,23 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global" -"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1250,0,8 -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",8,0.4,4.41658333333333,2.02705833333333,16.2164666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1316,1.98626651786474,19,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1313,0,3 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",9,0.3,14.4997666666667,2.84996296296296,25.6496666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1324,1.93719979752804,19,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1322,0,4 -"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 -"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1250,0,8 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",8,0.4,4.41658333333333,2.02705833333333,16.2164666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1316,1.98626651786474,19,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1313,0,3 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",9,0.3,14.4997666666667,2.84996296296296,25.6496666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1324,1.93719979752804,19,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1322,0,4 -"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 -"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2 -"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2 -"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",12,0.3,20.1497,6.48741388888889,77.8489666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11 -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",10,0.3,20.1497,6.16325,61.6325,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1290,2.02356136460239,36,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1269,0,8 -"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 -"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,608,1250,0,8 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",15,0.0333333333333333,243.695966666668,23.752208888889,356.283133333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1316,2.38977664853563,67,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1313,0,11 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,608,1322,0,15 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",12,0.3,14.4997666666667,5.91103333333333,70.9324,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11 -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",10,0.3,14.4997666666667,5.47159333333333,54.7159333333333,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1290,2.02356136460239,36,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1269,0,8 -"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 -"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8,1070,1241,0,2,NA,NA,NA,0 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",8,0.4,4.41658333333333,2.02705833333333,16.2164666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,1316,1.98626651786474,19,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1313,0,3,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",9,0.3,14.4997666666667,2.84996296296296,25.6496666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,1324,1.93719979752804,19,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1322,0,4,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8,1070,1241,0,2,NA,NA,NA,0 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",8,0.4,4.41658333333333,2.02705833333333,16.2164666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,1316,1.98626651786474,19,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1313,0,3,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",9,0.3,14.4997666666667,2.84996296296296,25.6496666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,1324,1.93719979752804,19,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1322,0,4,NA,NA,NA,0,NA,NA,NA,0 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,1070,1241,0,2,NA,NA,NA,0 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",12,0.3,20.1497,6.48741388888889,77.8489666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,1290,2.15824287291606,55,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",10,0.3,20.1497,6.16325,61.6325,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,1290,2.02356136460239,36,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,5,1269,0,8,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,1,20.1497,20.1497,20.1497,20.1497,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8,1070,1241,NA,2,NA,NA,NA,0 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",15,0.0333333333333333,243.695966666668,23.752208888889,356.283133333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1316,2.38977664853563,67,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,1313,0,11,1070,1241,0,2,NA,NA,NA,0 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,1070,1241,NA,2,NA,NA,NA,0 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",12,0.3,14.4997666666667,5.91103333333333,70.9324,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17,1290,2.15824287291606,55,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",10,0.3,14.4997666666667,5.47159333333333,54.7159333333333,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,1290,2.02356136460239,36,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,5,1269,0,8,NA,NA,NA,0,NA,NA,NA,0 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,1070,1241,0,2,NA,NA,NA,0 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,0,0,0,0,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,1070,1241,0,2,NA,NA,NA,0 diff --git a/tests/data/processed/features/stz_periodic/android/phone_calls.csv b/tests/data/processed/features/stz_periodic/android/phone_calls.csv index 30372533..39b8634b 100644 --- a/tests/data/processed/features/stz_periodic/android/phone_calls.csv +++ b/tests/data/processed/features/stz_periodic/android/phone_calls.csv @@ -1,29 +1,29 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_calls_rapids_missed_count","phone_calls_rapids_missed_distinctcontacts","phone_calls_rapids_missed_timefirstcall","phone_calls_rapids_missed_timelastcall","phone_calls_rapids_missed_countmostfrequentcontact","phone_calls_rapids_incoming_count","phone_calls_rapids_incoming_distinctcontacts","phone_calls_rapids_incoming_meanduration","phone_calls_rapids_incoming_sumduration","phone_calls_rapids_incoming_minduration","phone_calls_rapids_incoming_maxduration","phone_calls_rapids_incoming_stdduration","phone_calls_rapids_incoming_modeduration","phone_calls_rapids_incoming_entropyduration","phone_calls_rapids_incoming_timefirstcall","phone_calls_rapids_incoming_timelastcall","phone_calls_rapids_incoming_countmostfrequentcontact","phone_calls_rapids_outgoing_count","phone_calls_rapids_outgoing_distinctcontacts","phone_calls_rapids_outgoing_meanduration","phone_calls_rapids_outgoing_sumduration","phone_calls_rapids_outgoing_minduration","phone_calls_rapids_outgoing_maxduration","phone_calls_rapids_outgoing_stdduration","phone_calls_rapids_outgoing_modeduration","phone_calls_rapids_outgoing_entropyduration","phone_calls_rapids_outgoing_timefirstcall","phone_calls_rapids_outgoing_timelastcall","phone_calls_rapids_outgoing_countmostfrequentcontact" "daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",6,3,13,1167,4,10,6,976.4,9764,213,1719,465.141603289913,439,2.18820020272087,163,1331,5,8,6,1168,9344,759,1543,250.842010607702,970,2.05922274128194,172,1277,3 -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",2,2,589,1167,1,5,5,1093.2,5466,557,1719,479.646953498091,667,1.53015984819787,519,1331,1,5,5,1003.8,5019,180,1543,551.351702636348,1116,1.45960483007169,418,1277,1 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",2,2,589,1167,1,5,5,1093.2,5466,557,1719,479.646953498091,667,1.53015984819787,519,1331,1,5,5,1003.7998,5018.999,179.999,1543,551.35207617293,1116,1.45960445780085,418,1277,1 "daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",3,3,23,1101,0,4,4,610.25,2441,128,1023,455.756788210554,315,1.15047321590578,15,1177,0,3,3,278.666666666667,836,32,572,273.007936392577,232,0.74148253391554,22,1282,0 "daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",3,3,198,1008,0,3,3,514,1542,427,623,99.8348636499294,427,1.08686617450757,278,1166,0,3,3,423.666666666667,1271,32,1104,591.432441901299,135,0.454005239398052,268,1075,0 "daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",6,3,13,1167,4,10,6,976.4,9764,213,1719,465.141603289913,439,2.18820020272087,163,1331,5,8,6,1168,9344,759,1543,250.842010607702,970,2.05922274128194,172,1277,3 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",2,2,589,1167,1,5,5,1093.2,5466,557,1719,479.646953498091,667,1.53015984819787,519,1331,1,5,5,1003.8,5019,180,1543,551.351702636348,1116,1.45960483007169,418,1277,1 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",2,2,589,1167,1,5,5,1093.2,5466,557,1719,479.646953498091,667,1.53015984819787,519,1331,1,5,5,1003.7998,5018.999,179.999,1543,551.35207617293,1116,1.45960445780085,418,1277,1 "daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",3,3,23,1101,0,4,4,610.25,2441,128,1023,455.756788210554,315,1.15047321590578,15,1177,0,3,3,278.666666666667,836,32,572,273.007936392577,232,0.74148253391554,22,1282,0 "daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",3,3,198,1008,0,3,3,514,1542,427,623,99.8348636499294,427,1.08686617450757,278,1166,0,3,3,423.666666666667,1271,32,1104,591.432441901299,135,0.454005239398052,268,1075,0 "morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,978.333333333333,2935,759,1116,192.000868053593,1116,1.08558305836162,418,687,1 -"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,685,2055,180,1116,472.367441723072,1116,0.913209502732786,418,687,1 -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,1,708,708,0,1,1,975,975,975,975,NA,975,0,417,417,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,684.999666666667,2054.999,179.999,1116,472.367976264621,1116,0.913208762164393,418,687,1 +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,1,708,708,0,1,1,975,975,975,975,NA,975,0,417,417,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",1,1,541,541,0,1,1,623,623,623,623,NA,623,0,692,692,0,1,1,1104,1104,1104,1104,NA,1104,0,558,558,0 "morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,978.333333333333,2935,759,1116,192.000868053593,1116,1.08558305836162,418,687,1 -"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,685,2055,180,1116,472.367441723072,1116,0.913209502732786,418,687,1 -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,1,708,708,0,1,1,975,975,975,975,NA,975,0,417,417,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",1,1,589,589,1,2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1,3,3,684.999666666667,2054.999,179.999,1116,472.367976264621,1116,0.913208762164393,418,687,1 +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,1,708,708,0,1,1,975,975,975,975,NA,975,0,417,417,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",1,1,541,541,0,1,1,623,623,623,623,NA,623,0,692,692,0,1,1,1104,1104,1104,1104,NA,1104,0,558,558,0 -"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",11,6,13,1101,5,19,10,930.052631578947,17671,128,1719,474.59099041926,667,2.8055376905242,163,1177,6,16,9,949.9375,15199,32,1543,486.634903358428,1116,2.61330147077572,172,1282,4 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",8,8,589,1008,1,12,12,787.416666666667,9449,128,1719,465.213628021546,667,2.32196679578331,519,1166,1,11,11,647.818181818182,7126,32,1543,570.768923152237,32,2.00189640194173,418,1075,1 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",11,6,13,1101,5,19,10,930.052631578947,17671,128,1719,474.59099041926,667,2.8055376905242,163,1177,6,16,9,949.9374375,15198.999,32,1543,486.635008836256,1116,2.61330135085142,172,1282,4 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",8,8,589,1008,1,12,12,787.416666666667,9449,128,1719,465.213628021546,667,2.32196679578331,519,1166,1,11,11,647.818090909091,7125.999,32,1543,570.769005115109,32,2.00189616665475,418,1075,1 "threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",6,6,23,1008,0,7,7,569,3983,128,1023,331.40056326647,315,1.79342761100725,15,1166,0,6,6,351.166666666667,2107,32,1104,419.568548233381,32,1.23998705044762,22,1075,0 "threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",3,3,198,1008,0,3,3,514,1542,427,623,99.8348636499294,427,1.08686617450757,278,1166,0,3,3,423.666666666667,1271,32,1104,591.432441901299,135,0.454005239398052,268,1075,0 "threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",6,3,13,1167,4,10,6,976.4,9764,213,1719,465.141603289913,439,2.18820020272087,163,1331,5,8,6,1168,9344,759,1543,250.842010607702,970,2.05922274128194,172,1277,3 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",8,3,13,1167,5,15,6,1015.33333333333,15230,213,1719,456.142939167517,667,2.60484525699237,163,1331,6,13,6,1104.84615384615,14363,180,1543,380.719241732856,1116,2.49682634749557,172,1277,4 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",11,6,13,1101,5,19,10,930.052631578947,17671,128,1719,474.59099041926,667,2.8055376905242,163,1177,6,16,9,949.9375,15199,32,1543,486.634903358428,1116,2.61330147077572,172,1282,4 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",8,8,589,1008,1,12,12,787.416666666667,9449,128,1719,465.213628021546,667,2.32196679578331,519,1166,1,11,11,647.818181818182,7126,32,1543,570.768923152237,32,2.00189640194173,418,1075,1 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",8,3,13,1167,5,15,6,1015.33333333333,15230,213,1719,456.142939167517,667,2.60484525699237,163,1331,6,13,6,1104.84607692308,14362.999,179.999,1543,380.719444166887,1116,2.49682621642056,172,1277,4 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",11,6,13,1101,5,19,10,930.052631578947,17671,128,1719,474.59099041926,667,2.8055376905242,163,1177,6,16,9,949.9374375,15198.999,32,1543,486.635008836256,1116,2.61330135085142,172,1282,4 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",8,8,589,1008,1,12,12,787.416666666667,9449,128,1719,465.213628021546,667,2.32196679578331,519,1166,1,11,11,647.818090909091,7125.999,32,1543,570.769005115109,32,2.00189616665475,418,1075,1 "threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",6,6,23,1008,0,7,7,569,3983,128,1023,331.40056326647,315,1.79342761100725,15,1166,0,6,6,351.166666666667,2107,32,1104,419.568548233381,32,1.23998705044762,22,1075,0 "threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",3,3,198,1008,0,3,3,514,1542,427,623,99.8348636499294,427,1.08686617450757,278,1166,0,3,3,423.666666666667,1271,32,1104,591.432441901299,135,0.454005239398052,268,1075,0 -"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",11,6,13,1101,5,19,10,930.052631578947,17671,128,1719,474.59099041926,667,2.8055376905242,163,1177,6,16,9,949.9375,15199,32,1543,486.634903358428,1116,2.61330147077572,172,1282,4 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",11,6,13,1101,5,19,10,930.052631578947,17671,128,1719,474.59099041926,667,2.8055376905242,163,1177,6,16,9,949.9375,15199,32,1543,486.634903358428,1116,2.61330147077572,172,1282,4 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",11,6,13,1101,5,19,10,930.052631578947,17671,128,1719,474.59099041926,667,2.8055376905242,163,1177,6,16,9,949.9374375,15198.999,32,1543,486.635008836256,1116,2.61330135085142,172,1282,4 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",11,6,13,1101,5,19,10,930.052631578947,17671,128,1719,474.59099041926,667,2.8055376905242,163,1177,6,16,9,949.9374375,15198.999,32,1543,486.635008836256,1116,2.61330135085142,172,1282,4 diff --git a/tests/data/processed/features/stz_periodic/android/phone_keyboard.csv b/tests/data/processed/features/stz_periodic/android/phone_keyboard.csv index b289c927..73852375 100644 --- a/tests/data/processed/features/stz_periodic/android/phone_keyboard.csv +++ b/tests/data/processed/features/stz_periodic/android/phone_keyboard.csv @@ -1,23 +1,23 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_totalkeyboardtouches" -"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",3,4000,1583.33333333333,NA,NA,4,NA,21,21,2.5 -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",4,1506.66666666667,1006.66666666667,NA,NA,4,NA,5.75,5,2.75 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",6,6519.5,863.277777777778,NA,1,4,1,4.16666666666667,3.4,3.5 -"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",3,1000,1000,NA,NA,4,NA,5.5,5,1 -"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",3,4000,1583.33333333333,NA,NA,4,NA,21,21,2.5 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",4,1506.66666666667,1006.66666666667,NA,NA,4,NA,5.75,5,2.75 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",6,6519.5,863.277777777778,NA,1,4,1,4.16666666666667,3.4,3.5 -"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",2,500,1000,NA,NA,3,NA,5.33333333333333,5.33333333333333,1.33333333333333 -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",2,NA,NA,NA,NA,1,NA,1.5,1.5,1 -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,0,NA,NA,NA,1,NA,2,2,2 -"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",13,3694.875,1187.06944444444,NA,1,12,1,9.42857142857143,9.30769230769231,3 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",12,3259.83333333333,1013.31481481481,NA,1,11,1,5.15384615384615,4.33333333333333,2.76923076923077 -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",9,4679.66666666667,908.851851851852,NA,1,7,1,4.88888888888889,4,2.77777777777778 -"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",3,1000,1000,NA,NA,4,NA,5.5,5,1 -"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",3,4000,1583.33333333333,NA,NA,4,NA,21,21,2.5 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",7,2753.33333333333,1295,NA,NA,8,NA,13.375,13,2.625 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",13,3694.875,1187.06944444444,NA,1,12,1,9.42857142857143,9.30769230769231,3 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",12,2651.28571428571,957.759259259259,NA,1,10,1,5.08333333333333,4.41666666666667,3 -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",8,3509.75,908.851851851852,NA,1,6,1,4.75,4.125,3.125 -"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",2,500,1000,NA,NA,3,NA,5.33333333333333,5.33333333333333,1.33333333333333 -"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",13,3694.875,1187.06944444444,NA,1,12,1,9.42857142857143,9.30769230769231,3 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",12,3284.33333333333,1187.06944444444,NA,1,12,1,9.92307692307692,9.30769230769231,3.23076923076923 +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",3,4000,1583.33333333333,0,0,4,0,21,21,2.5 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",4,1506.66666666667,1006.66666666667,0,0,4,0,5.75,5,2.75 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",6,6519.5,863.277777777778,0,1,4,1,4.16666666666667,3.4,3.5 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",3,1000,1000,0,0,4,0,5.5,5,1 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",3,4000,1583.33333333333,0,0,4,0,21,21,2.5 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",4,1506.66666666667,1006.66666666667,0,0,4,0,5.75,5,2.75 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",6,6519.5,863.277777777778,0,1,4,1,4.16666666666667,3.4,3.5 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",2,500,1000,0,0,3,0,5.33333333333333,5.33333333333333,1.33333333333333 +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",2,0,NA,0,0,1,0,1.5,1.5,1 +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,0,NA,0,0,1,0,2,2,2 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",13,3694.875,1187.06944444444,0,1,12,1,9.42857142857143,9.30769230769231,3 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",12,3259.83333333333,1013.31481481481,0,1,11,1,5.15384615384615,4.33333333333333,2.76923076923077 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",9,4679.66666666667,908.851851851852,0,1,7,1,4.88888888888889,4,2.77777777777778 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",3,1000,1000,0,0,4,0,5.5,5,1 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",3,4000,1583.33333333333,0,0,4,0,21,21,2.5 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",7,2753.33333333333,1295,0,0,8,0,13.375,13,2.625 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",13,3694.875,1187.06944444444,0,1,12,1,9.42857142857143,9.30769230769231,3 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",12,2651.28571428571,957.759259259259,0,1,10,1,5.08333333333333,4.41666666666667,3 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",8,3509.75,908.851851851852,0,1,6,1,4.75,4.125,3.125 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",2,500,1000,0,0,3,0,5.33333333333333,5.33333333333333,1.33333333333333 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",13,3694.875,1187.06944444444,0,1,12,1,9.42857142857143,9.30769230769231,3 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",12,3284.33333333333,1187.06944444444,0,1,12,1,9.92307692307692,9.30769230769231,3.23076923076923 diff --git a/tests/data/processed/features/stz_periodic/ios/phone_activity_recognition.csv b/tests/data/processed/features/stz_periodic/ios/phone_activity_recognition.csv index 4d7c1937..572444b2 100644 --- a/tests/data/processed/features/stz_periodic/ios/phone_activity_recognition.csv +++ b/tests/data/processed/features/stz_periodic/ios/phone_activity_recognition.csv @@ -1,16 +1,16 @@ "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_activity_recognition_rapids_count","phone_activity_recognition_rapids_mostcommonactivity","phone_activity_recognition_rapids_countuniqueactivities","phone_activity_recognition_rapids_durationstationary","phone_activity_recognition_rapids_durationmobile","phone_activity_recognition_rapids_durationvehicle" "daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",47,3,6,89.8647166666667,112.7929,43.7290666666667 "daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",7,7,3,4.99991666666667,19.9996666666667,9.99983333333333 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",8,3,2,29.9995,9.99983333333333,NA +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",8,3,2,29.9995,9.99983333333333,0 "daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",5,0,3,6.99988333333333,9.99983333333333,9.99983333333333 "daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",47,3,6,89.8647166666667,112.7929,43.7290666666667 "daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",7,7,3,4.99991666666667,19.9996666666667,9.99983333333333 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",8,3,2,29.9995,9.99983333333333,NA +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",8,3,2,29.9995,9.99983333333333,0 "daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",5,0,3,6.99988333333333,9.99983333333333,9.99983333333333 "morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",13,7,4,19.8658833333333,44.4810333333333,15.1531666666667 -"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",2,7,1,NA,9.99983333333333,NA +"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",2,7,1,0,9.99983333333333,0 "morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",13,7,4,19.8658833333333,44.4810333333333,15.1531666666667 -"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",2,7,1,NA,9.99983333333333,NA +"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",2,7,1,0,9.99983333333333,0 "threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",62,3,6,124.864133333333,142.7924,53.7289 "threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",20,3,4,41.9993,39.9993333333333,19.9996666666667 "threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",13,3,4,36.9993833333333,19.9996666666667,9.99983333333333 diff --git a/tests/data/processed/features/stz_periodic/ios/phone_applications_foreground.csv b/tests/data/processed/features/stz_periodic/ios/phone_applications_foreground.csv index d0ad5835..54d24213 100644 --- a/tests/data/processed/features/stz_periodic/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_periodic/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.twitter.android" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube" diff --git a/tests/data/processed/features/stz_periodic/ios/phone_calls.csv b/tests/data/processed/features/stz_periodic/ios/phone_calls.csv index d363318d..42298703 100644 --- a/tests/data/processed/features/stz_periodic/ios/phone_calls.csv +++ b/tests/data/processed/features/stz_periodic/ios/phone_calls.csv @@ -9,11 +9,11 @@ "daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",0,0,NA,NA,0,3,3,524.666666666667,1574,439,638,102.34419052068,439,1.08679835776769,278,1346,0,6,6,215.166666666667,1291,0,1114,443.663122951037,0,0.470734328603488,198,1075,0 "morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",0,0,NA,NA,0,2,2,1102.5,2205,920,1285,258.09397513309,920,0.679610106244749,515,600,1,4,4,736.5,2946,0,1101,513.682457036121,1101,1.08663786141562,400,687,1 "morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",0,0,NA,NA,0,3,3,720,2160,183,1304,561.975978134297,183,0.877593776130338,512,600,0,3,3,633.333333333333,1900,0,1131,577.57625759144,1131,0.675148764608652,418,687,0 -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,1,708,708,1,1,1,985,985,985,985,NA,985,0,417,417,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",1,1,708,708,1,1,1,985,985,985,985,NA,985,0,417,417,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,0,2,2,557,1114,0,1114,787.716954241814,0,0,541,558,0 "morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",0,0,NA,NA,0,2,2,1102.5,2205,920,1285,258.09397513309,920,0.679610106244749,515,600,0,4,4,736.5,2946,0,1101,513.682457036121,1101,1.08663786141562,400,687,0 "morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",0,0,NA,NA,0,3,3,720,2160,183,1304,561.975978134297,183,0.877593776130338,512,600,0,3,3,633.333333333333,1900,0,1131,577.57625759144,1131,0.675148764608652,418,687,0 -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,1,708,708,0,1,1,985,985,985,985,NA,985,0,417,417,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0 +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",1,1,708,708,0,1,1,985,985,985,985,NA,985,0,417,417,0,0,0,0,0,0,0,NA,0,NA,NA,NA,0 "morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0,0,NA,NA,0,1,1,638,638,638,638,NA,638,0,692,692,0,2,2,557,1114,0,1114,787.716954241814,0,0,541,558,0 "threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",5,5,874,708,1,17,17,833.764705882353,14174,143,1730,473.744199095325,449,2.66490275337698,163,1177,1,23,23,571.95652173913,13155,0,1556,595.90324704762,0,2.48437998679661,13,1101,1 "threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",2,2,1214,708,1,12,12,668.25,8019,143,1304,390.918993003549,183,2.32124820396783,512,1346,1,16,16,404.3125,6469,0,1556,580.481836494476,0,1.80809251164474,418,1075,1 diff --git a/tests/data/processed/features/stz_periodic/ios/phone_keyboard.csv b/tests/data/processed/features/stz_periodic/ios/phone_keyboard.csv index 3dcb62f1..1a53402e 100644 --- a/tests/data/processed/features/stz_periodic/ios/phone_keyboard.csv +++ b/tests/data/processed/features/stz_periodic/ios/phone_keyboard.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_maxtextlength","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_lastmessagelength" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_keyboard_rapids_changeintextlengthequaltoone","phone_keyboard_rapids_lastmessagelength","phone_keyboard_rapids_changeintextlengthequaltominusone","phone_keyboard_rapids_totalkeyboardtouches","phone_keyboard_rapids_averageinterkeydelay","phone_keyboard_rapids_averagesessionlength","phone_keyboard_rapids_changeintextlengthlessthanminusone","phone_keyboard_rapids_changeintextlengthmorethanone","phone_keyboard_rapids_sessioncount","phone_keyboard_rapids_maxtextlength" diff --git a/tools/config.schema.yaml b/tools/config.schema.yaml index 61fd0b68..333b35b8 100644 --- a/tools/config.schema.yaml +++ b/tools/config.schema.yaml @@ -36,9 +36,11 @@ required: - HEATMAP_SENSORS_PER_MINUTE_PER_TIME_SEGMENT - HEATMAP_SENSOR_ROW_COUNT_PER_TIME_SEGMENT - HEATMAP_FEATURE_CORRELATION_MATRIX + - ALL_CLEANING_INDIVIDUAL + - ALL_CLEANING_OVERALL definitions: - PROVIDER: + FEATURES_PROVIDER: type: object required: [COMPUTE, SRC_SCRIPT, FEATURES] properties: @@ -49,6 +51,16 @@ definitions: SRC_SCRIPT: type: string pattern: "^.*\\.(py|R)$" + + CLEANING_PROVIDER: + type: object + required: [COMPUTE, SRC_SCRIPT] + properties: + COMPUTE: + type: boolean + SRC_SCRIPT: + type: string + pattern: "^.*\\.(py|R)$" DORYAB_BLUETOOTH_FEATURE: @@ -226,7 +238,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: type: array @@ -236,7 +248,7 @@ properties: enum: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"] PANDA: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: VALID_SENSED_MINUTES: type: boolean @@ -257,7 +269,7 @@ properties: type: string enum: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_ACTIVITY_RECOGNITION: type: object @@ -280,7 +292,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -310,7 +322,7 @@ properties: type: string enum: ["in_vehicle"] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_APPLICATIONS_CRASHES: type: object @@ -323,7 +335,7 @@ properties: - $ref: "#/definitions/APPLICATION_CATEGORIES_FEATURE" PROVIDERS: additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_APPLICATIONS_FOREGROUND: type: object @@ -339,7 +351,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: SINGLE_CATEGORIES: type: array @@ -410,7 +422,7 @@ properties: PROVIDERS: type: ["null", object] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_BATTERY: type: object @@ -427,7 +439,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -435,7 +447,7 @@ properties: type: string enum: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_BLUETOOTH: type: object @@ -448,7 +460,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -457,7 +469,7 @@ properties: enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"] DORYAB: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: type: object @@ -473,7 +485,7 @@ properties: allOf: - $ref: "#/definitions/DORYAB_BLUETOOTH_FEATURE" additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_CALLS: @@ -487,7 +499,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES_TYPE: type: string @@ -523,7 +535,7 @@ properties: string enum: [count, distinctcontacts, meanduration, sumduration, minduration, maxduration, stdduration, modeduration, entropyduration, timefirstcall, timelastcall, countmostfrequentcontact] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_CONVERSATION: type: object @@ -542,7 +554,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: items: @@ -562,7 +574,7 @@ properties: minimum: 1 maximum: 1440 additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_DATA_YIELD: type: object @@ -578,7 +590,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -590,7 +602,7 @@ properties: minimum: 0 maximum: 1 additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_KEYBOARD: type: object @@ -601,7 +613,7 @@ properties: PROVIDERS: type: ["null", object] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_LIGHT: type: object @@ -614,7 +626,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -622,7 +634,7 @@ properties: type: string enum: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_LOCATIONS: type: object @@ -647,7 +659,7 @@ properties: properties: DORYAB: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: type: array @@ -687,7 +699,7 @@ properties: BARNETT: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: type: array @@ -701,7 +713,7 @@ properties: MINUTES_DATA_USED: type: boolean additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_LOG: type: object @@ -718,7 +730,7 @@ properties: PROVIDERS: type: ["null", object] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_MESSAGES: type: object @@ -731,7 +743,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: MESSAGES_TYPES: type: array @@ -768,7 +780,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: REFERENCE_HOUR_FIRST_USE: type: integer @@ -803,7 +815,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -811,7 +823,7 @@ properties: type: string enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" PHONE_WIFI_VISIBLE: type: object @@ -824,7 +836,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -832,7 +844,7 @@ properties: type: string enum: ["countscans", "uniquedevices", "countscansmostuniquedevice"] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" FITBIT_DATA_STREAMS: type: object @@ -892,7 +904,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -916,7 +928,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -935,7 +947,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -943,7 +955,7 @@ properties: type: string enum: ["maxhr", "minhr", "avghr", "medianhr", "modehr", "stdhr", "diffmaxmodehr", "diffminmodehr", "entropyhr", "minutesonoutofrangezone", "minutesonfatburnzone", "minutesoncardiozone", "minutesonpeakzone"] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" FITBIT_SLEEP_SUMMARY: type: object @@ -956,7 +968,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -970,7 +982,7 @@ properties: type: string enum: ["main", "nap", "all"] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" FITBIT_SLEEP_INTRADAY: type: object @@ -983,7 +995,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: type: object @@ -1039,7 +1051,7 @@ properties: enum: [main, nap, all] PRICE: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -1081,7 +1093,7 @@ properties: minimum: 0 maximum: 1439 additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" FITBIT_STEPS_SUMMARY: type: object @@ -1094,7 +1106,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -1132,7 +1144,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: required: [STEPS, SEDENTARY_BOUT, ACTIVE_BOUT] @@ -1173,7 +1185,7 @@ properties: properties: RAPIDS: allOf: - - $ref: "#/definitions/PROVIDER" + - $ref: "#/definitions/FEATURES_PROVIDER" - properties: FEATURES: uniqueItems: True @@ -1200,7 +1212,7 @@ properties: type: string enum: [MIDNIGHT, START_OF_THE_SEGMENT] additionalProperties: - $ref: "#/definitions/PROVIDER" + $ref: "#/definitions/FEATURES_PROVIDER" HISTOGRAM_PHONE_DATA_YIELD: type: object @@ -1256,3 +1268,113 @@ properties: CORR_METHOD: type: string enum: ["pearson", "kendall", "spearman"] + + ALL_CLEANING_INDIVIDUAL: + type: object + required: [PROVIDERS] + properties: + PROVIDERS: + type: ["null", object] + properties: + RAPIDS: + allOf: + - $ref: "#/definitions/CLEANING_PROVIDER" + - properties: + IMPUTE_SELECTED_EVENT_FEATURES: + type: object + required: [COMPUTE, MIN_DATA_YIELDED_MINUTES_TO_IMPUTE] + properties: + COMPUTE: + type: boolean + MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: + type: number + minimum: 0 + maximum: 1 + COLS_NAN_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + COLS_VAR_THRESHOLD: + type: boolean + ROWS_NAN_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + DATA_YIELD_FEATURE: + type: string + enum: [RATIO_VALID_YIELDED_HOURS, RATIO_VALID_YIELDED_MINUTES] + DATA_YIELD_RATIO_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + DROP_HIGHLY_CORRELATED_FEATURES: + type: object + required: [COMPUTE, MIN_OVERLAP_FOR_CORR_THRESHOLD, CORR_THRESHOLD] + properties: + COMPUTE: + type: boolean + MIN_OVERLAP_FOR_CORR_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + CORR_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + additionalProperties: + $ref: "#/definitions/CLEANING_PROVIDER" + + ALL_CLEANING_OVERALL: + type: object + required: [PROVIDERS] + properties: + PROVIDERS: + type: ["null", object] + properties: + RAPIDS: + allOf: + - $ref: "#/definitions/CLEANING_PROVIDER" + - properties: + IMPUTE_SELECTED_EVENT_FEATURES: + type: object + required: [COMPUTE, MIN_DATA_YIELDED_MINUTES_TO_IMPUTE] + properties: + COMPUTE: + type: boolean + MIN_DATA_YIELDED_MINUTES_TO_IMPUTE: + type: number + minimum: 0 + maximum: 1 + COLS_NAN_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + COLS_VAR_THRESHOLD: + type: boolean + ROWS_NAN_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + DATA_YIELD_FEATURE: + type: string + enum: [RATIO_VALID_YIELDED_HOURS, RATIO_VALID_YIELDED_MINUTES] + DATA_YIELD_RATIO_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + DROP_HIGHLY_CORRELATED_FEATURES: + type: object + required: [COMPUTE, MIN_OVERLAP_FOR_CORR_THRESHOLD, CORR_THRESHOLD] + properties: + COMPUTE: + type: boolean + MIN_OVERLAP_FOR_CORR_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + CORR_THRESHOLD: + type: number + minimum: 0 + maximum: 1 + additionalProperties: + $ref: "#/definitions/CLEANING_PROVIDER" \ No newline at end of file From 9338f77ae6dc24597e87f0b28e1446afb04e85fd Mon Sep 17 00:00:00 2001 From: Meng Li <34143965+Meng6@users.noreply.github.com> Date: Fri, 19 Nov 2021 13:57:10 -0500 Subject: [PATCH 6/6] Update docs for Git Flow section & RAPIDS paper info --- docs/change-log.md | 3 +++ docs/citation.md | 8 ++------ docs/developers/git-flow.md | 8 ++++---- docs/index.md | 2 +- 4 files changed, 10 insertions(+), 11 deletions(-) diff --git a/docs/change-log.md b/docs/change-log.md index a01cd221..7f1b0d38 100644 --- a/docs/change-log.md +++ b/docs/change-log.md @@ -1,4 +1,7 @@ # Change Log +## v1.7.1 +- Update docs for Git Flow section +- Update RAPIDS paper information ## v1.7.0 - Add firststeptime and laststeptime features to FITBIT_STEPS_INTRADAY RAPIDS provider - Update tests for Fitbit steps intraday features diff --git a/docs/citation.md b/docs/citation.md index e7877a9b..57a641de 100644 --- a/docs/citation.md +++ b/docs/citation.md @@ -5,14 +5,10 @@ ## RAPIDS -If you used RAPIDS, please cite [this paper](https://preprints.jmir.org/preprint/23246). +If you used RAPIDS, please cite [this paper](https://www.frontiersin.org/article/10.3389/fdgth.2021.769823). !!! cite "RAPIDS et al. citation" - Vega J, Li M, Aguillera K, Goel N, Joshi E, Durica KC, Kunta AR, Low CA - RAPIDS: Reproducible Analysis Pipeline for Data Streams Collected with Mobile Devices - JMIR Preprints. 18/08/2020:23246 - DOI: 10.2196/preprints.23246 - URL: https://preprints.jmir.org/preprint/23246 + Vega, J., Li, M., Aguillera, K., Goel, N., Joshi, E., Khandekar, K., ... & Low, C. A. (2021). Reproducible Analysis Pipeline for Data Streams (RAPIDS): Open-Source Software to Process Data Collected with Mobile Devices. Frontiers in Digital Health, 168. ## DBDP (all Empatica sensors) diff --git a/docs/developers/git-flow.md b/docs/developers/git-flow.md index 72686659..57db2c45 100644 --- a/docs/developers/git-flow.md +++ b/docs/developers/git-flow.md @@ -127,9 +127,9 @@ git branch -d release/v[NEW_RELEASE] ``` git checkout master git merge --ff-only develop -git push +git push # Unlock the master branch before merging ``` -1. Go to [GitHub](https://github.com/carissalow/rapids/tags) and create a new release based on the newest tag `v[NEW_RELEASE]` (remember to add the change log) +1. Release happens automatically after passing the tests ## Release a Hotfix 1. Pull the latest master @@ -156,6 +156,6 @@ git branch -d hotfix/v[NEW_HOTFIX] ``` git checkout master git merge --ff-only v[NEW_HOTFIX] -git push +git push # Unlock the master branch before merging ``` -1. Go to [GitHub](https://github.com/carissalow/rapids/tags) and create a new release based on the newest tag `v[NEW_HOTFIX]` (remember to add the change log) +1. Release happens automatically after passing the tests diff --git a/docs/index.md b/docs/index.md index ae201807..a7e5c2d4 100644 --- a/docs/index.md +++ b/docs/index.md @@ -1,6 +1,6 @@ # Welcome to RAPIDS documentation -Reproducible Analysis Pipeline for Data Streams (RAPIDS) allows you to process smartphone and wearable data to [extract](features/feature-introduction.md) and [create](features/add-new-features.md) **behavioral features** (a.k.a. digital biomarkers), [visualize](visualizations/data-quality-visualizations.md) mobile sensor data, and [structure](analysis/complete-workflow-example.md) your analysis into reproducible workflows. +Reproducible Analysis Pipeline for Data Streams (RAPIDS) allows you to process smartphone and wearable data to [extract](features/feature-introduction.md) and [create](features/add-new-features.md) **behavioral features** (a.k.a. digital biomarkers), [visualize](visualizations/data-quality-visualizations.md) mobile sensor data, and [structure](analysis/complete-workflow-example.md) your analysis into reproducible workflows. Check out our [paper](https://www.frontiersin.org/article/10.3389/fdgth.2021.769823)! RAPIDS is open source, documented, multi-platform, modular, tested, and reproducible. At the moment, we support [data streams](datastreams/data-streams-introduction) logged by smartphones, Fitbit wearables, and Empatica wearables (the latter in collaboration with the [DBDP](https://dbdp.org/)).