diff --git a/docs/developers/test-cases.md b/docs/developers/test-cases.md index 869ab488..c4149903 100644 --- a/docs/developers/test-cases.md +++ b/docs/developers/test-cases.md @@ -12,7 +12,7 @@ The following is a list of the sensors that testing is currently available. | Phone Activity Recognition | RAPIDS | N | N | N | | Phone Applications Foreground | RAPIDS | N | N | N | | Phone Battery | RAPIDS | Y | Y | N | -| Phone Bluetooth | Doryab | N | N | N | +| Phone Bluetooth | Doryab | Y | Y | Y | | Phone Bluetooth | RAPIDS | Y | Y | Y | | Phone Calls | RAPIDS | Y | Y | Y | | Phone Conversation | RAPIDS | Y | Y | Y | @@ -57,7 +57,7 @@ The following is a list of the sensors that testing is currently available. Due to the difference in the format of the raw data for iOS and Android the following is the expected results the `phone_calls.csv`. -Description: +Description - One missed episode, one outgoing episode and one incoming episode on Friday night, morning, afternoon and evening - There is at least one episode of each type of phone calls on each day @@ -68,17 +68,17 @@ Description: - There is one outcoming episode before, during or after the `event` - There is one missed episode before, during or after the `event` -Data format: +Data format | Device | Missed | Outgoing | Incoming | |-|-|-|-| |iOS| 3 | 2 | 1 | |Android| 1,4 or 3,4 | 3,2,4 | 1,2,4 | -Note: +Note When generating test data, all traces for iOS device need to be unique otherwise the episode with duplicate trace will be dropped -Checklist: +Checklist |time segment| single tz | multi tz|platform| |-|-|-|-| @@ -94,7 +94,7 @@ Checklist: Due to the difference in the format of the raw screen data for iOS and Android the following is the expected results the `phone_screen.csv`. -Description: +Description - The screen data file contains data for 4 days. - The screen data contains 1 record to represent an `unlock` @@ -107,7 +107,7 @@ Description: `night` - One episode that crossing two `30-min` segments -Data format: +Data format | Device | unlock | |-|-| @@ -150,33 +150,38 @@ Due to the difference in the format of the raw battery data for iOS and Android ## Bluetooth -- The raw Bluetooth data file contains data for 1 day. -- The raw Bluetooth data contains at least 2 records for each - `epoch`. Each `epoch` has a record with a `timestamp` for the - beginning boundary for that `epoch` and a record with a - `timestamp` for the ending boundary for that `epoch`. (e.g. For - the `morning` epoch there is a record with a `timestamp` for - `6:00AM` and another record with a `timestamp` for `11:59:59AM`. - These are to test edge cases) -- An option of 5 Bluetooth devices are randomly distributed - throughout the data records. -- There is one raw Bluetooth 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. +Description + +- The 4-day raw data is contained in `phone_bluetooth_raw.csv` +- One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`) +- Two episodes locate in the same 30-min segment (`Fri 23:38:45.789` and `Fri 23:59:59.465`) +- Two episodes locate in the same daily segment (`Fri 00:00:00.798` and `Fri 00:49:04.132`) +- One episode before the time switch (`Sun 00:24:00.000`) and one episode after the time switch (`Sun 17:32:00.000`) + +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| ## WIFI There are two wifi features (`phone wifi connected` and `phone wifi visible`). The raw test data are seperatly stored in the `phone_wifi_connected_raw.csv` and `phone_wifi_visible_raw.csv`. -Description: +Description - One episode for each `epoch` (`night`, `morining`, `afternoon` and `evening`) - Two two episodes in the same time segment (`daily` and `30-min`) - Two episodes around the transition of `epochs` (e.g. one at the end of `night` and one at the beginning of `morning`) - One episode before and after the time switch on Sunday -phone wifi connected: +phone wifi connected Checklist @@ -263,14 +268,14 @@ Description The 4-day raw conversation data is contained in `phone_conversation_raw.csv`. The different `inference` records are randomly distributed throughout the `epoch`. -Description: +Description - One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`) on each day - Two episodes near the transition of the daily segment, one starts at the end of the afternoon, `Fri 17:10:00` and another one starts at the beginning of the evening, `Fri 18:01:00` - One episode across two segments, `daily` and `30-mins`, (from `Fri 05:55:00` to `Fri 06:00:41`) - Two episodes locate in the same daily segment (`Sat 12:45:36` and `Sat 16:48:22`) - One episode before the time switch, `Sun 00:15:06`, and one episode after the time switch, `Sun 06:01:00` -Data format: +Data format | inference | type | | - | - | diff --git a/docs/features/phone-bluetooth.md b/docs/features/phone-bluetooth.md index d55483f8..9344dbbe 100644 --- a/docs/features/phone-bluetooth.md +++ b/docs/features/phone-bluetooth.md @@ -86,6 +86,7 @@ Features description for `[PHONE_BLUETOOTH][PROVIDERS][DORYAB]`: !!! note "Assumptions/Observations" - Devices are classified as belonging to the participant (`own`) or to other people (`others`) using k-means based on the number of times and the number of days each device was detected across each participant's dataset. See [Doryab et al](../../citation#doryab-bluetooth) for more details. - If ownership cannot be computed because all devices were detected on only one day, they are all considered as `other`. Thus `all` and `other` features will be equal. The likelihood of this scenario decreases the more days of data you have. + - When searching for the most frequent device across 30-minute segments, the search range is equivalent to the sum of all segments of the same time period. For instance, the `countscansmostfrequentdeviceacrosssegments` for the time segment (`Fri 00:00:00, Fri 00:29:59`) will get the count in that segment of the most frequent device found within all (`00:00:00, 00:29:59`) time segments. To find `countscansmostfrequentdeviceacrosssegments` for `other` devices, the search range needs to filter out all `own` devices. But no need to do so for `countscansmostfrequentdeviceacrosssedataset`. The most frequent device across the dataset stays the same for `countscansmostfrequentdeviceacrossdatasetall`, `countscansmostfrequentdeviceacrossdatasetown` and `countscansmostfrequentdeviceacrossdatasetother`. Same rule applies to the least frequent device across the dataset. - The most and least frequent devices will be the same across time segment instances and across the entire dataset when every time segment instance covers every hour of a dataset. For example, daily segments (00:00 to 23:59) fall in this category but morning segments (06:00am to 11:59am) or periodic 30-minute segments don't. ??? info "Example" diff --git a/tests/data/external/aware_csv/phone_bluetooth_raw.csv b/tests/data/external/aware_csv/phone_bluetooth_raw.csv new file mode 100644 index 00000000..2f3ebf98 --- /dev/null +++ b/tests/data/external/aware_csv/phone_bluetooth_raw.csv @@ -0,0 +1,53 @@ +timestamp,device_id,bt_address,bt_name,bt_rssi,label +1583470875798,android,7E:D1:4E:80:2B,,-76,1593662400798 +1583473744132,android,4B:2C:AA:88:1B,Smart TV,-94,1593662400798 +1583483699879,android,10:6F:61:E4:A9,Speakers,-93,1593662400798 +1583492399978,android,F5:F6:EC:8D:6C,Laptop,-97,1593662400798 +1583496038456,android,7E:D1:4E:80:2B,,-96,1593684000123 +1583513999321,android,A6:93:AF:8C:36,Phone,-79,1593684000123 +1583514000654,android,7E:D1:4E:80:2B,,-92,1593705600654 +1583535599546,android,4B:2C:AA:88:1B,Smart TV,-95,1593705600654 +1583535600564,android,F5:F6:EC:8D:6C,Laptop,-88,1593727200564 +1583541918987,android,A6:93:AF:8C:36,Phone,-78,1593727200564 +1583547019645,android,10:6F:61:E4:A9,Speakers,-90,1593727200564 +1583555925789,android,7E:D1:4E:80:2B,,-84,1593727200564 +1583557199465,android,A6:93:AF:8C:36,Phone,-91,1593727200564 +1583573580000,android,F5:F6:EC:8D:6C,Laptop,-84,1593727200564 +1583574120000,android,10:6F:61:E4:A9,Speakers,-92,1593727200564 +1583588940000,android,4B:2C:AA:88:1B,Smart TV,-88,1593727200564 +1583589720000,android,7E:D1:4E:80:2B,,-89,1593684000123 +1583635740000,android,4B:2C:AA:88:1B,Smart TV,-84,1593684000123 +1583645040000,android,4B:2C:AA:88:1B,Smart TV,-92,1593684000123 +1583645340000,android,A6:93:AF:8C:36,Phone,-81,1593684000123 +1583703120000,android,A6:93:AF:8C:36,Phone,-83,1593662400798 +1583707260000,android,A6:93:AF:8C:36,Phone,-94,1593662400798 +1583738820000,android,7E:D1:4E:80:2B,,-88,1593662400798 +1583747340000,android,4B:2C:AA:88:1B,Smart TV,-86,1593662400798 +1583785320000,android,10:6F:61:E4:A9,Speakers,-92,1593662400798 +1583798280000,android,7E:D1:4E:80:2B,,-95,1593662400798 +1604030475798,android,7E:D1:4E:80:2B,,-76,1593662400798 +1604033344132,android,4B:2C:AA:88:1B,Smart TV,-94,1593662400798 +1604043299879,android,10:6F:61:E4:A9,Speakers,-93,1593662400798 +1604051999978,android,F5:F6:EC:8D:6C,Laptop,-97,1593662400798 +1604055638456,android,7E:D1:4E:80:2B,,-96,1593684000123 +1604073599321,android,A6:93:AF:8C:36,Phone,-79,1593684000123 +1604073600654,android,7E:D1:4E:80:2B,,-92,1593705600654 +1604095199546,android,4B:2C:AA:88:1B,Smart TV,-95,1593705600654 +1604095200564,android,F5:F6:EC:8D:6C,Laptop,-88,1593727200564 +1604101518987,android,A6:93:AF:8C:36,Phone,-78,1593727200564 +1604106619645,android,10:6F:61:E4:A9,Speakers,-90,1593727200564 +1604115525789,android,7E:D1:4E:80:2B,,-84,1593727200564 +1604116799465,android,A6:93:AF:8C:36,Phone,-91,1593727200564 +1604133180000,android,F5:F6:EC:8D:6C,Laptop,-84,1593727200564 +1604133720000,android,10:6F:61:E4:A9,Speakers,-92,1593727200564 +1604148540000,android,4B:2C:AA:88:1B,Smart TV,-88,1593727200564 +1604149320000,android,7E:D1:4E:80:2B,,-89,1593684000123 +1604195340000,android,4B:2C:AA:88:1B,Smart TV,-84,1593684000123 +1604204640000,android,4B:2C:AA:88:1B,Smart TV,-92,1593684000123 +1604204940000,android,A6:93:AF:8C:36,Phone,-81,1593684000123 +1604269920000,android,A6:93:AF:8C:36,Phone,-83,1593662400798 +1604274060000,android,A6:93:AF:8C:36,Phone,-94,1593662400798 +1604305620000,android,7E:D1:4E:80:2B,,-88,1593662400798 +1604314140000,android,4B:2C:AA:88:1B,Smart TV,-86,1593662400798 +1604352120000,android,10:6F:61:E4:A9,Speakers,-92,1593662400798 +1604365080000,android,7E:D1:4E:80:2B,,-95,1593662400798 diff --git a/tests/data/manual/aware_csv/phone_bluetooth_raw.csv b/tests/data/manual/aware_csv/phone_bluetooth_raw.csv new file mode 100644 index 00000000..59126f21 --- /dev/null +++ b/tests/data/manual/aware_csv/phone_bluetooth_raw.csv @@ -0,0 +1,27 @@ +test_time,device_id,bt_address,bt_name,bt_rssi,label +Fri 00:01:15.798,android,7E:D1:4E:80:2B,,-76,1593662400798 +Fri 00:49:04.132,android,4B:2C:AA:88:1B,Smart TV,-94,1593662400798 +Fri 03:34:59.879,android,10:6F:61:E4:A9,Speakers,-93,1593662400798 +Fri 05:59:59.978,android,F5:F6:EC:8D:6C,Laptop,-97,1593662400798 +Fri 07:00:38.456,android,7E:D1:4E:80:2B,,-96,1593684000123 +Fri 11:59:59.321,android,A6:93:AF:8C:36,Phone,-79,1593684000123 +Fri 12:00:00.654,android,7E:D1:4E:80:2B,,-92,1593705600654 +Fri 17:59:59.546,android,4B:2C:AA:88:1B,Smart TV,-95,1593705600654 +Fri 18:00:00.564,android,F5:F6:EC:8D:6C,Laptop,-88,1593727200564 +Fri 19:45:18.987,android,A6:93:AF:8C:36,Phone,-78,1593727200564 +Fri 21:10:19.645,android,10:6F:61:E4:A9,Speakers,-90,1593727200564 +Fri 23:38:45.789,android,7E:D1:4E:80:2B,,-84,1593727200564 +Fri 23:59:59.465,android,A6:93:AF:8C:36,Phone,-91,1593727200564 +Sat 04:33:00.000,android,F5:F6:EC:8D:6C,Laptop,-84,1593727200564 +Sat 04:42:00.000,android,10:6F:61:E4:A9,Speakers,-92,1593727200564 +Sat 08:49:00.000,android,4B:2C:AA:88:1B,Smart TV,-88,1593727200564 +Sat 09:02:00.000,android,7E:D1:4E:80:2B,NaN,-89,1593684000123 +Sat 21:49:00.000,android,4B:2C:AA:88:1B,Smart TV,-84,1593684000123 +Sun 00:24:00.000,android,4B:2C:AA:88:1B,Smart TV,-92,1593684000123 +Sun 00:29:00.000,android,A6:93:AF:8C:36,Phone,-81,1593684000123 +Sun 17:32:00.000,android,A6:93:AF:8C:36,Phone,-83,1593662400798 +Sun 18:41:00.000,android,A6:93:AF:8C:36,Phone,-94,1593662400798 +Mon 03:27:00.000,android,7E:D1:4E:80:2B,NaN,-88,1593662400798 +Mon 05:49:00.000,android,4B:2C:AA:88:1B,Smart TV,-86,1593662400798 +Mon 16:22:00.000,android,10:6F:61:E4:A9,Speakers,-92,1593662400798 +Mon 19:58:00.000,android,7E:D1:4E:80:2B,NaN,-95,1593662400798 \ No newline at end of file diff --git a/tests/data/processed/features/mtz_event/android/phone_bluetooth.csv b/tests/data/processed/features/mtz_event/android/phone_bluetooth.csv new file mode 100644 index 00000000..c1f1b977 --- /dev/null +++ b/tests/data/processed/features/mtz_event/android/phone_bluetooth.csv @@ -0,0 +1,3 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" +"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",3,2,1.5,0.707106781186548,2,2,0,1,1,0,3,2,1.5,0.707106781186548,2,2,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",3,2,1.5,0.707106781186548,2,2,0,1,1,0,3,2,1.5,0.707106781186548,2,2,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 diff --git a/tests/data/processed/features/mtz_event/empatica/phone_bluetooth.csv b/tests/data/processed/features/mtz_event/empatica/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_event/empatica/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_event/empty/phone_bluetooth.csv b/tests/data/processed/features/mtz_event/empty/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_event/empty/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_event/fitbit/phone_bluetooth.csv b/tests/data/processed/features/mtz_event/fitbit/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_event/fitbit/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_event/ios/phone_bluetooth.csv b/tests/data/processed/features/mtz_event/ios/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_event/ios/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_frequency/android/phone_bluetooth.csv b/tests/data/processed/features/mtz_frequency/android/phone_bluetooth.csv new file mode 100644 index 00000000..7df51945 --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/android/phone_bluetooth.csv @@ -0,0 +1,47 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"thirtyminutes0009#2020-03-07 04:30:00,2020-03-07 04:59:59","thirtyminutes0009","2020-03-07 04:30:00","2020-03-07 04:59:59",2,2,1,0,1,1,0,1,1,1,0,0,0,NA,0,0,0,0,0,0,2,2,1,0,1,1,0,1,1,1 +"thirtyminutes0009#2020-10-31 04:30:00,2020-10-31 04:59:59","thirtyminutes0009","2020-10-31 04:30:00","2020-10-31 04:59:59",2,2,1,0,1,1,0,1,1,1,0,0,0,NA,0,0,0,0,0,0,2,2,1,0,1,1,0,1,1,1 +"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",1,1,1,NA,1,0,0,1,0,1,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,1 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,0,0,1,0,1,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,1 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"thirtyminutes0032#2020-03-09 16:00:00,2020-03-09 16:29:59","thirtyminutes0032","2020-03-09 16:00:00","2020-03-09 16:29:59",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"thirtyminutes0032#2020-11-02 16:00:00,2020-11-02 16:29:59","thirtyminutes0032","2020-11-02 16:00:00","2020-11-02 16:29:59",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"thirtyminutes0035#2020-03-08 17:30:00,2020-03-08 17:59:59","thirtyminutes0035","2020-03-08 17:30:00","2020-03-08 17:59:59",1,1,1,NA,1,0,0,1,0,0,1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"thirtyminutes0035#2020-11-01 17:30:00,2020-11-01 17:59:59","thirtyminutes0035","2020-11-01 17:30:00","2020-11-01 17:59:59",1,1,1,NA,1,0,0,1,0,0,1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,1,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,1 +"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",1,1,1,NA,1,1,0,1,1,1,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,1 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"thirtyminutes0037#2020-03-08 18:30:00,2020-03-08 18:59:59","thirtyminutes0037","2020-03-08 18:30:00","2020-03-08 18:59:59",1,1,1,NA,1,0,0,1,0,0,1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"thirtyminutes0037#2020-11-01 18:30:00,2020-11-01 18:59:59","thirtyminutes0037","2020-11-01 18:30:00","2020-11-01 18:59:59",1,1,1,NA,1,0,0,1,0,0,1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,0,0,1,0,0,1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,0,0,1,0,0,1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",2,2,1,0,1,0,0,1,0,0,2,2,1,0,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",2,2,1,0,1,0,0,1,0,0,2,2,1,0,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",2,2,1,0,1,1,1,1,1,0,2,2,1,0,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",2,2,1,0,1,1,1,1,1,0,2,2,1,0,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 diff --git a/tests/data/processed/features/mtz_frequency/empatica/phone_bluetooth.csv b/tests/data/processed/features/mtz_frequency/empatica/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/empatica/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_frequency/empty/phone_bluetooth.csv b/tests/data/processed/features/mtz_frequency/empty/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/empty/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_frequency/fitbit/phone_bluetooth.csv b/tests/data/processed/features/mtz_frequency/fitbit/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/fitbit/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_frequency/ios/phone_bluetooth.csv b/tests/data/processed/features/mtz_frequency/ios/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/ios/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_periodic/android/phone_bluetooth.csv b/tests/data/processed/features/mtz_periodic/android/phone_bluetooth.csv new file mode 100644 index 00000000..18f03882 --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/android/phone_bluetooth.csv @@ -0,0 +1,25 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" +"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",13,5,2.6,0.894427190999916,4,4,4,2,2,2,9,3,3,1,4,4,4,2,2,0,4,2,2,0,2,2,0,2,2,2 +"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",7,5,1.4,0.894427190999916,3,1,1,1,1,1,5,3,1.66666666666667,1.15470053837925,3,1,1,1,3,0,2,2,1,0,1,1,0,1,1,1 +"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",2,1,2,NA,2,0,0,2,0,0,2,1,2,NA,2,0,0,2,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",4,3,1.33333333333333,0.577350269189626,2,2,2,1,0,0,3,2,1.5,0.707106781186548,2,2,2,1,1,0,1,1,1,NA,1,1,0,1,0,0 +"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",13,5,2.6,0.894427190999916,4,4,4,2,2,2,9,3,3,1,4,4,4,2,2,0,4,2,2,0,2,2,0,2,2,2 +"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",7,5,1.4,0.894427190999916,3,1,1,1,1,1,5,3,1.66666666666667,1.15470053837925,3,1,1,1,3,0,2,2,1,0,1,1,0,1,1,1 +"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",2,1,2,NA,2,0,0,2,0,0,2,1,2,NA,2,0,0,2,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",4,3,1.33333333333333,0.577350269189626,2,2,2,1,0,0,3,2,1.5,0.707106781186548,2,2,2,1,1,0,1,1,1,NA,1,1,0,1,0,0 +"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",2,2,1,0,1,1,1,1,0,0,2,2,1,0,1,1,1,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",2,2,1,0,1,1,1,1,1,0,2,2,1,0,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",2,2,1,0,1,1,1,1,0,0,2,2,1,0,1,1,1,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",2,2,1,0,1,1,1,1,1,0,2,2,1,0,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",22,5,4.4,1.34164078649987,6,5,5,3,3,3,16,3,5.33333333333333,0.577350269189626,6,5,5,5,5,0,6,2,3,0,3,3,0,3,3,3 +"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",13,5,2.6,1.14017542509914,4,4,3,1,1,1,10,3,3.33333333333333,0.577350269189626,4,4,3,3,3,0,3,2,1.5,0.707106781186548,2,2,0,1,1,1 +"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",6,4,1.5,0.577350269189626,2,2,2,1,0,0,5,3,1.66666666666667,0.577350269189626,2,2,2,1,1,0,1,1,1,NA,1,1,0,1,0,0 +"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",4,3,1.33333333333333,0.577350269189626,2,2,2,1,0,0,3,2,1.5,0.707106781186548,2,2,2,1,1,0,1,1,1,NA,1,1,0,1,0,0 +"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",13,5,2.6,0.894427190999916,4,4,4,2,2,2,9,3,3,1,4,4,4,2,2,0,4,2,2,0,2,2,0,2,2,2 +"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",20,5,4,1,5,5,5,3,3,3,14,3,4.66666666666667,0.577350269189626,5,5,5,4,5,0,6,2,3,0,3,3,0,3,3,3 +"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",22,5,4.4,1.34164078649987,6,5,5,3,3,3,16,3,5.33333333333333,0.577350269189626,6,5,5,5,6,0,6,2,3,0,3,3,0,3,3,3 +"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",13,5,2.6,1.14017542509914,4,3,3,1,1,1,10,3,3.33333333333333,0.577350269189626,4,3,3,3,4,0,3,2,1.5,0.707106781186548,2,2,0,1,1,1 +"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",6,4,1.5,0.577350269189626,2,2,2,1,0,0,5,3,1.66666666666667,0.577350269189626,2,2,2,1,1,0,1,1,1,NA,1,1,0,1,0,0 +"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",4,3,1.33333333333333,0.577350269189626,2,1,2,1,0,0,3,2,1.5,0.707106781186548,2,1,2,1,0,0,1,1,1,NA,1,1,0,1,0,0 +"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",22,5,4.4,1.34164078649987,6,6,5,3,3,3,16,3,5.33333333333333,0.577350269189626,6,6,5,5,5,0,6,2,3,0,3,3,0,3,3,3 +"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",22,5,4.4,1.34164078649987,6,6,5,3,3,3,16,3,5.33333333333333,0.577350269189626,6,6,5,5,5,0,6,2,3,0,3,3,0,3,3,3 diff --git a/tests/data/processed/features/mtz_periodic/empatica/phone_bluetooth.csv b/tests/data/processed/features/mtz_periodic/empatica/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/empatica/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_periodic/empty/phone_bluetooth.csv b/tests/data/processed/features/mtz_periodic/empty/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/empty/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_periodic/fitbit/phone_bluetooth.csv b/tests/data/processed/features/mtz_periodic/fitbit/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/fitbit/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/mtz_periodic/ios/phone_bluetooth.csv b/tests/data/processed/features/mtz_periodic/ios/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/ios/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_event/android/phone_bluetooth.csv b/tests/data/processed/features/stz_event/android/phone_bluetooth.csv new file mode 100644 index 00000000..214a67c7 --- /dev/null +++ b/tests/data/processed/features/stz_event/android/phone_bluetooth.csv @@ -0,0 +1,3 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" +"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",3,2,1.5,0.707106781186548,2,2,0,1,1,0,2,1,2,NA,2,2,0,2,2,0,1,1,1,NA,1,1,0,1,1,0 +"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",3,2,1.5,0.707106781186548,2,2,0,1,1,0,2,1,2,NA,2,2,0,2,2,0,1,1,1,NA,1,1,0,1,1,0 diff --git a/tests/data/processed/features/stz_event/empatica/phone_bluetooth.csv b/tests/data/processed/features/stz_event/empatica/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_event/empatica/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_event/empty/phone_bluetooth.csv b/tests/data/processed/features/stz_event/empty/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_event/empty/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_event/fitbit/phone_bluetooth.csv b/tests/data/processed/features/stz_event/fitbit/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_event/fitbit/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_event/ios/phone_bluetooth.csv b/tests/data/processed/features/stz_event/ios/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_event/ios/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_frequency/android/phone_bluetooth.csv b/tests/data/processed/features/stz_frequency/android/phone_bluetooth.csv new file mode 100644 index 00000000..6ea63911 --- /dev/null +++ b/tests/data/processed/features/stz_frequency/android/phone_bluetooth.csv @@ -0,0 +1,47 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" +"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",1,1,1,NA,1,0,1,1,0,0,1,1,1,NA,1,0,1,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",2,2,1,0,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,0,1,1,0,0,1,1,1,NA,1,0,1,1,0,0,0,0,0,NA,0,0,0,0,0,0 +"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",2,2,1,0,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"thirtyminutes0009#2020-03-07 04:30:00,2020-03-07 04:59:59","thirtyminutes0009","2020-03-07 04:30:00","2020-03-07 04:59:59",2,2,1,0,1,1,0,1,1,1,0,0,0,NA,0,0,0,0,0,0,2,2,1,0,1,1,0,1,1,1 +"thirtyminutes0009#2020-10-31 04:30:00,2020-10-31 04:59:59","thirtyminutes0009","2020-10-31 04:30:00","2020-10-31 04:59:59",2,2,1,0,1,1,0,1,1,1,0,0,0,NA,0,0,0,0,0,0,2,2,1,0,1,1,0,1,1,1 +"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",1,1,1,NA,1,0,0,1,0,1,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,1 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,0,0,1,0,1,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,1 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"thirtyminutes0032#2020-03-09 16:00:00,2020-03-09 16:29:59","thirtyminutes0032","2020-03-09 16:00:00","2020-03-09 16:29:59",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"thirtyminutes0032#2020-11-02 16:00:00,2020-11-02 16:29:59","thirtyminutes0032","2020-11-02 16:00:00","2020-11-02 16:29:59",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"thirtyminutes0035#2020-03-08 17:30:00,2020-03-08 17:59:59","thirtyminutes0035","2020-03-08 17:30:00","2020-03-08 17:59:59",1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"thirtyminutes0035#2020-11-01 17:30:00,2020-11-01 17:59:59","thirtyminutes0035","2020-11-01 17:30:00","2020-11-01 17:59:59",1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,1,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,1 +"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",1,1,1,NA,1,1,0,1,1,1,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,1 +"thirtyminutes0037#2020-03-08 18:30:00,2020-03-08 18:59:59","thirtyminutes0037","2020-03-08 18:30:00","2020-03-08 18:59:59",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"thirtyminutes0037#2020-11-01 18:30:00,2020-11-01 18:59:59","thirtyminutes0037","2020-11-01 18:30:00","2020-11-01 18:59:59",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,0,0,1,0,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",1,1,1,NA,1,1,0,1,1,0,1,1,1,NA,1,1,0,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",2,2,1,0,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,0,1,1,0 +"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",2,2,1,0,1,1,1,1,1,0,1,1,1,NA,1,1,1,1,1,0,1,1,1,NA,1,1,0,1,1,0 diff --git a/tests/data/processed/features/stz_frequency/empatica/phone_bluetooth.csv b/tests/data/processed/features/stz_frequency/empatica/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_frequency/empatica/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_frequency/empty/phone_bluetooth.csv b/tests/data/processed/features/stz_frequency/empty/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_frequency/empty/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_frequency/fitbit/phone_bluetooth.csv b/tests/data/processed/features/stz_frequency/fitbit/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_frequency/fitbit/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_frequency/ios/phone_bluetooth.csv b/tests/data/processed/features/stz_frequency/ios/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_frequency/ios/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_periodic/android/phone_bluetooth.csv b/tests/data/processed/features/stz_periodic/android/phone_bluetooth.csv new file mode 100644 index 00000000..193394b2 --- /dev/null +++ b/tests/data/processed/features/stz_periodic/android/phone_bluetooth.csv @@ -0,0 +1,25 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" +"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",13,5,2.6,0.894427190999916,4,4,4,2,2,2,6,2,3,1.4142135623731,4,4,4,2,2,0,7,3,2.33333333333333,0.577350269189626,3,3,0,2,2,2 +"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",5,4,1.25,0.5,2,1,1,1,1,1,3,2,1.5,0.707106781186548,2,1,1,1,2,0,2,2,1,0,1,0,0,1,1,1 +"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",4,2,2,1.4142135623731,3,0,0,1,0,0,1,1,1,NA,1,0,0,1,1,0,3,1,3,NA,3,3,0,3,0,0 +"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",4,3,1.33333333333333,0.577350269189626,2,2,2,1,0,0,3,2,1.5,0.707106781186548,2,2,2,1,1,0,1,1,1,NA,1,0,0,1,0,0 +"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",13,5,2.6,0.894427190999916,4,4,4,2,2,2,6,2,3,1.4142135623731,4,4,4,2,2,0,7,3,2.33333333333333,0.577350269189626,3,3,0,2,2,2 +"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",5,4,1.25,0.5,2,1,1,1,1,1,3,2,1.5,0.707106781186548,2,1,1,1,2,0,2,2,1,0,1,0,0,1,1,1 +"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",4,2,2,1.4142135623731,3,0,0,1,0,0,1,1,1,NA,1,0,0,1,1,0,3,1,3,NA,3,3,0,3,0,0 +"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",4,3,1.33333333333333,0.577350269189626,2,2,2,1,0,0,3,2,1.5,0.707106781186548,2,2,2,1,1,0,1,1,1,NA,1,0,0,1,0,0 +"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",2,2,1,0,1,1,1,1,0,0,1,1,1,NA,1,1,1,1,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",2,2,1,0,1,1,1,1,1,0,2,2,1,0,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",2,2,1,0,1,1,1,1,0,0,1,1,1,NA,1,1,1,1,0,0,1,1,1,NA,1,1,0,1,1,0 +"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",2,2,1,0,1,1,1,1,1,0,2,2,1,0,1,1,1,1,1,0,0,0,0,NA,0,0,0,0,0,0 +"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",22,5,4.4,1.34164078649987,6,5,5,3,3,3,10,2,5,0,5,5,5,5,5,0,12,3,4,1.73205080756888,6,6,0,3,3,3 +"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",13,5,2.6,1.14017542509914,4,4,3,1,1,1,7,2,3.5,0.707106781186548,4,4,3,3,4,0,6,3,2,1,3,3,0,1,1,1 +"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",8,4,2,0.816496580927726,3,2,2,1,0,0,4,2,2,0,2,2,2,2,2,0,4,2,2,1.4142135623731,3,3,0,1,0,0 +"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",4,3,1.33333333333333,0.577350269189626,2,2,2,1,0,0,3,2,1.5,0.707106781186548,2,2,2,1,1,0,1,1,1,NA,1,0,0,1,0,0 +"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",13,5,2.6,0.894427190999916,4,4,4,2,2,2,6,2,3,1.4142135623731,4,4,4,2,2,0,7,3,2.33333333333333,0.577350269189626,3,3,0,2,2,2 +"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",18,5,3.6,0.894427190999916,5,5,5,3,3,3,9,2,4.5,0.707106781186548,5,5,5,4,4,0,9,3,3,0,3,3,0,3,3,3 +"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",22,5,4.4,1.34164078649987,6,5,5,3,3,3,10,2,5,0,5,5,5,5,5,0,12,3,4,1.73205080756888,6,6,0,3,3,3 +"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",13,5,2.6,1.14017542509914,4,3,3,1,1,1,7,2,3.5,0.707106781186548,4,3,3,3,4,0,6,3,2,1,3,3,0,1,1,1 +"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",8,4,2,0.816496580927726,3,2,2,1,0,0,4,2,2,0,2,2,2,2,2,0,4,2,2,1.4142135623731,3,3,0,1,0,0 +"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",4,3,1.33333333333333,0.577350269189626,2,1,2,1,0,0,3,2,1.5,0.707106781186548,2,1,2,1,1,0,1,1,1,NA,1,0,0,1,0,0 +"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",22,5,4.4,1.34164078649987,6,6,5,3,3,3,10,2,5,0,5,5,5,5,5,0,12,3,4,1.73205080756888,6,6,0,3,3,3 +"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",22,5,4.4,1.34164078649987,6,6,5,3,3,3,10,2,5,0,5,5,5,5,5,0,12,3,4,1.73205080756888,6,6,0,3,3,3 diff --git a/tests/data/processed/features/stz_periodic/empatica/phone_bluetooth.csv b/tests/data/processed/features/stz_periodic/empatica/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_periodic/empatica/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_periodic/empty/phone_bluetooth.csv b/tests/data/processed/features/stz_periodic/empty/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_periodic/empty/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_periodic/fitbit/phone_bluetooth.csv b/tests/data/processed/features/stz_periodic/fitbit/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_periodic/fitbit/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/data/processed/features/stz_periodic/ios/phone_bluetooth.csv b/tests/data/processed/features/stz_periodic/ios/phone_bluetooth.csv new file mode 100644 index 00000000..106f72ea --- /dev/null +++ b/tests/data/processed/features/stz_periodic/ios/phone_bluetooth.csv @@ -0,0 +1 @@ +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_bluetooth_doryab_countscansall","phone_bluetooth_doryab_uniquedevicesall","phone_bluetooth_doryab_meanscansall","phone_bluetooth_doryab_stdscansall","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsall","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetall","phone_bluetooth_doryab_countscansown","phone_bluetooth_doryab_uniquedevicesown","phone_bluetooth_doryab_meanscansown","phone_bluetooth_doryab_stdscansown","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsown","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetown","phone_bluetooth_doryab_countscansothers","phone_bluetooth_doryab_uniquedevicesothers","phone_bluetooth_doryab_meanscansothers","phone_bluetooth_doryab_stdscansothers","phone_bluetooth_doryab_countscansmostfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansmostfrequentdeviceacrossdatasetothers","phone_bluetooth_doryab_countscansleastfrequentdevicewithinsegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrosssegmentsothers","phone_bluetooth_doryab_countscansleastfrequentdeviceacrossdatasetothers" diff --git a/tests/settings/mtz_event_config.yaml b/tests/settings/mtz_event_config.yaml index 4002a0e9..82ff5d8f 100644 --- a/tests/settings/mtz_event_config.yaml +++ b/tests/settings/mtz_event_config.yaml @@ -159,7 +159,7 @@ PHONE_BLUETOOTH: SRC_SCRIPT: src/features/phone_bluetooth/rapids/main.R DORYAB: - COMPUTE: False + COMPUTE: True FEATURES: ALL: DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"] diff --git a/tests/settings/mtz_frequency_config.yaml b/tests/settings/mtz_frequency_config.yaml index 55a7db4e..d1d2ab79 100644 --- a/tests/settings/mtz_frequency_config.yaml +++ b/tests/settings/mtz_frequency_config.yaml @@ -159,7 +159,7 @@ PHONE_BLUETOOTH: SRC_SCRIPT: src/features/phone_bluetooth/rapids/main.R DORYAB: - COMPUTE: False + COMPUTE: True FEATURES: ALL: DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"] diff --git a/tests/settings/mtz_periodic_config.yaml b/tests/settings/mtz_periodic_config.yaml index 9e8b6b0b..b622e31a 100644 --- a/tests/settings/mtz_periodic_config.yaml +++ b/tests/settings/mtz_periodic_config.yaml @@ -159,7 +159,7 @@ PHONE_BLUETOOTH: SRC_SCRIPT: src/features/phone_bluetooth/rapids/main.R DORYAB: - COMPUTE: False + COMPUTE: True FEATURES: ALL: DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"] diff --git a/tests/settings/stz_event_config.yaml b/tests/settings/stz_event_config.yaml index cd270a7b..3c40e79a 100644 --- a/tests/settings/stz_event_config.yaml +++ b/tests/settings/stz_event_config.yaml @@ -159,7 +159,7 @@ PHONE_BLUETOOTH: SRC_SCRIPT: src/features/phone_bluetooth/rapids/main.R DORYAB: - COMPUTE: False + COMPUTE: True FEATURES: ALL: DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"] diff --git a/tests/settings/stz_frequency_config.yaml b/tests/settings/stz_frequency_config.yaml index 38d57c0d..f61e78d2 100644 --- a/tests/settings/stz_frequency_config.yaml +++ b/tests/settings/stz_frequency_config.yaml @@ -159,7 +159,7 @@ PHONE_BLUETOOTH: SRC_SCRIPT: src/features/phone_bluetooth/rapids/main.R DORYAB: - COMPUTE: False + COMPUTE: True FEATURES: ALL: DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"] diff --git a/tests/settings/stz_periodic_config.yaml b/tests/settings/stz_periodic_config.yaml index a5c768dd..4b9739ff 100644 --- a/tests/settings/stz_periodic_config.yaml +++ b/tests/settings/stz_periodic_config.yaml @@ -159,7 +159,7 @@ PHONE_BLUETOOTH: SRC_SCRIPT: src/features/phone_bluetooth/rapids/main.R DORYAB: - COMPUTE: False + COMPUTE: True FEATURES: ALL: DEVICES: ["countscans", "uniquedevices", "meanscans", "stdscans"]