Tested data yield feature

2021-08-03 20:01:45 -04:00 · 2021-08-03 20:01:45 -04:00 · c41e1f08cc
parent 64976919e4
commit c41e1f08cc
67 changed files with 635 additions and 18 deletions
--- a/docs/developers/test-cases.md
+++ b/docs/developers/test-cases.md
@ -16,7 +16,7 @@ The following is a list of the sensors that testing is currently available.
 | Phone Bluetooth               | RAPIDS   | Y        | Y         | Y     |
 | Phone Calls                   | RAPIDS   | Y        | Y         | Y     |
 | Phone Conversation            | RAPIDS   | Y        | Y         | Y     |
-| Phone Data Yield              | RAPIDS   | N        | N         | N     |
+| Phone Data Yield              | RAPIDS   | Y        | Y         | Y     |
 | Phone Light                   | RAPIDS   | Y        | Y         | Y     |
 | Phone Locations               | Doryab   | N        | N         | N     |
 | Phone Locations               | Barnett  | N        | N         | N     |
@ -25,7 +25,7 @@ The following is a list of the sensors that testing is currently available.
 | Phone WiFi Connected          | RAPIDS   | Y        | Y         | Y     |
 | Phone WiFi Visible            | RAPIDS   | Y        | Y         | Y     |
 | Fitbit Calories Intraday      | RAPIDS   | Y        | Y         | Y     |
-| Fitbit Data Yield             | RAPIDS   | N        | N         | N     |
+| Fitbit Data Yield             | RAPIDS   | Y        | Y         | Y     |
 | Fitbit Heart Rate Summary     | RAPIDS   | Y        | Y         | Y     |
 | Fitbit Heart Rate Intraday    | RAPIDS   | Y        | Y         | Y     |
 | Fitbit Sleep Summary          | RAPIDS   | N        | N         | N     |
@ -379,6 +379,27 @@ screen unlock session. In the screen unlock episode starting from Fri 05:56:51,
 -   The screen unlock episode starting from Mon 21:05:00 and Sat 17:48:01 checks if the screen lock marks the end of episode for that particular app which was launched a few milliseconds to 8 mins before the screen lock.
 -   Finally, since application foreground is only for Android devices, this feature is also for Android devices only. All other files are empty data files

+
+## Data Yield
+
+Description
+
+- Two sensors were picked for testing, `phone_screen` and `phone_light`. `phone_screen` is event based and `phone_light` is sampling at regular frequency
+
+
+Checklist
+
+|time segment| single tz | multi tz|platform|
+|-|-|-|-|
+|30min|OK|OK|android, ios|
+|morning|OK|OK|android, ios|
+|daily|OK|OK|android, ios|
+|threeday|OK|OK|android, ios|
+|weekend|OK|OK|android, ios|
+|beforeMarchEvent|OK|OK|android, ios|
+|beforeNovemberEvent|OK|OK|android, ios|
+
+
 ## Fitbit Calories Intraday

 Description
@ -536,6 +557,20 @@ Description
 - As heartrate summary is periodic, it only generates results in periodic feature, there will be no result in frequency and event. 


+Checklist
+
+|time segment| single tz | multi tz|platform|
+|-|-|-|-|
+|30min|OK|OK|fitbit|
+|morning|OK|OK|fitbit|
+|daily|OK|OK|fitbit|
+|threeday|OK|OK|fitbit|
+|weekend|OK|OK|fitbit|
+|beforeMarchEvent|OK|OK|fitbit|
+|beforeNovemberEvent|OK|OK|fitbit|
+
+## Fitbit Data Yield
+
 Checklist

 |time segment| single tz | multi tz|platform|
--- a/tests/data/processed/features/mtz_event/android/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/android/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_event/android/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/android/phone_data_yield.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.0128786254324898,0
+"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",0.0121210592305786,0
--- a/tests/data/processed/features/mtz_event/empatica/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/empatica/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_event/empatica/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/empatica/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_event/empty/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/empty/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_event/empty/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/empty/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_event/fitbit/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/fitbit/fitbit_data_yield.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.00681809581720049,0
+"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",0.00681809581720049,0
--- a/tests/data/processed/features/mtz_event/fitbit/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/fitbit/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_event/ios/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/ios/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_event/ios/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_event/ios/phone_data_yield.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.00681809581720049,0
+"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",0.00681809581720049,0
--- a/tests/data/processed/features/mtz_frequency/android/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/android/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_frequency/android/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/android/phone_data_yield.csv
@ -0,0 +1,101 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",0.0666667037037243,0
+"thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",0.0333333518518621,0
+"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",0.0333333518518621,0
+"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",0.0666667037037243,0
+"thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59","thirtyminutes0002","2020-03-08 01:00:00","2020-03-08 01:29:59",0.0333333518518621,0
+"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",0.0333333518518621,0
+"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",0.0666667037037243,0
+"thirtyminutes0003#2020-03-08 01:30:00,2020-03-08 01:59:59","thirtyminutes0003","2020-03-08 01:30:00","2020-03-08 01:59:59",0.0333333518518621,0
+"thirtyminutes0003#2020-11-01 01:30:00,2020-11-01 01:59:59","thirtyminutes0003","2020-11-01 01:30:00","2020-11-01 01:59:59",0.0333333518518621,0
+"thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59","thirtyminutes0004","2020-11-01 02:00:00","2020-11-01 02:29:59",0.0333333518518621,0
+"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0.0666667037037243,0
+"thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59","thirtyminutes0005","2020-03-09 02:30:00","2020-03-09 02:59:59",0.0333333518518621,0
+"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",0.0666667037037243,0
+"thirtyminutes0005#2020-11-01 02:30:00,2020-11-01 02:59:59","thirtyminutes0005","2020-11-01 02:30:00","2020-11-01 02:59:59",0.0333333518518621,0
+"thirtyminutes0005#2020-11-02 02:30:00,2020-11-02 02:59:59","thirtyminutes0005","2020-11-02 02:30:00","2020-11-02 02:59:59",0.0333333518518621,0
+"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",0.0666667037037243,0
+"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",0.0666667037037243,0
+"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",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",0.0333333518518621,0
+"thirtyminutes0011#2020-03-07 05:30:00,2020-03-07 05:59:59","thirtyminutes0011","2020-03-07 05:30:00","2020-03-07 05:59:59",0.0666667037037243,0
+"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",0.0333333518518621,0
+"thirtyminutes0011#2020-10-31 05:30:00,2020-10-31 05:59:59","thirtyminutes0011","2020-10-31 05:30:00","2020-10-31 05:59:59",0.0666667037037243,0
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",0.0666667037037243,0
+"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",0.0666667037037243,0
+"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",0.0333333518518621,0
+"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",0.0333333518518621,0
+"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",0.0333333518518621,0
+"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",0.0333333518518621,0
+"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",0.0333333518518621,0
+"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",0.0333333518518621,0
+"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",0.0333333518518621,0
+"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0.0666667037037243,0
+"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",0.0666667037037243,0
+"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0.0666667037037243,0
+"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",0.0666667037037243,0
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0.0666667037037243,0
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0.0333333518518621,0
+"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",0.0666667037037243,0
+"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0.0333333518518621,0
+"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",0.0333333518518621,0
+"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",0.0333333518518621,0
+"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",0.0666667037037243,0
+"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",0.0666667037037243,0
+"thirtyminutes0027#2020-03-06 13:30:00,2020-03-06 13:59:59","thirtyminutes0027","2020-03-06 13:30:00","2020-03-06 13:59:59",0.0333333518518621,0
+"thirtyminutes0027#2020-03-07 13:30:00,2020-03-07 13:59:59","thirtyminutes0027","2020-03-07 13:30:00","2020-03-07 13:59:59",0.0333333518518621,0
+"thirtyminutes0027#2020-10-30 13:30:00,2020-10-30 13:59:59","thirtyminutes0027","2020-10-30 13:30:00","2020-10-30 13:59:59",0.0333333518518621,0
+"thirtyminutes0027#2020-10-31 13:30:00,2020-10-31 13:59:59","thirtyminutes0027","2020-10-31 13:30:00","2020-10-31 13:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",0.0666667037037243,0
+"thirtyminutes0029#2020-03-08 14:30:00,2020-03-08 14:59:59","thirtyminutes0029","2020-03-08 14:30:00","2020-03-08 14:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",0.0666667037037243,0
+"thirtyminutes0029#2020-11-01 14:30:00,2020-11-01 14:59:59","thirtyminutes0029","2020-11-01 14:30:00","2020-11-01 14:59:59",0.0333333518518621,0
+"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0.0333333518518621,0
+"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-06 15:30:00,2020-03-06 15:59:59","thirtyminutes0031","2020-03-06 15:30:00","2020-03-06 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-09 15:30:00,2020-03-09 15:59:59","thirtyminutes0031","2020-03-09 15:30:00","2020-03-09 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-10-30 15:30:00,2020-10-30 15:59:59","thirtyminutes0031","2020-10-30 15:30:00","2020-10-30 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-11-02 15:30:00,2020-11-02 15:59:59","thirtyminutes0031","2020-11-02 15:30:00","2020-11-02 15:59:59",0.0333333518518621,0
+"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",0.0333333518518621,0
+"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",0.0333333518518621,0
+"thirtyminutes0033#2020-03-08 16:30:00,2020-03-08 16:59:59","thirtyminutes0033","2020-03-08 16:30:00","2020-03-08 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-11-01 16:30:00,2020-11-01 16:59:59","thirtyminutes0033","2020-11-01 16:30:00","2020-11-01 16:59:59",0.0333333518518621,0
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.0666667037037243,0
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",0.0666667037037243,0
+"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0.0666667037037243,0
+"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",0.0333333518518621,0
+"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",0.0666667037037243,0
+"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",0.0333333518518621,0
+"thirtyminutes0038#2020-03-08 19:00:00,2020-03-08 19:29:59","thirtyminutes0038","2020-03-08 19:00:00","2020-03-08 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-11-01 19:00:00,2020-11-01 19:29:59","thirtyminutes0038","2020-11-01 19:00:00","2020-11-01 19:29:59",0.0333333518518621,0
+"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",0.0333333518518621,0
+"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",0.0333333518518621,0
+"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0.100000055555586,0
+"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",0.0333333518518621,0
+"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0.100000055555586,0
+"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",0.0333333518518621,0
+"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0.0666667037037243,0
+"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0.0666667037037243,0
+"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0.0333333518518621,0
+"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",0.100000055555586,0
+"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",0.0333333518518621,0
+"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0.0333333518518621,0
+"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",0.100000055555586,0
+"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",0.0333333518518621,0
+"thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",0.0333333518518621,0
+"thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",0.0333333518518621,0
+"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",0.0666667037037243,0
+"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",0.0666667037037243,0
+"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",0.0333333518518621,0
+"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",0.0333333518518621,0
--- a/tests/data/processed/features/mtz_frequency/empatica/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/empatica/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_frequency/empatica/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/empatica/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_frequency/empty/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/empty/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_frequency/empty/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/empty/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_frequency/fitbit/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/fitbit/fitbit_data_yield.csv
@ -0,0 +1,49 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
+"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-03-09 00:00:00,2020-03-09 00:29:59","thirtyminutes0000","2020-03-09 00:00:00","2020-03-09 00:29:59",0.0333333518518621,0
+"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-11-02 00:00:00,2020-11-02 00:29:59","thirtyminutes0000","2020-11-02 00:00:00","2020-11-02 00:29:59",0.0333333518518621,0
+"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",0.100000055555586,0
+"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",0.100000055555586,0
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",0.0333333518518621,0
+"thirtyminutes0014#2020-03-08 07:00:00,2020-03-08 07:29:59","thirtyminutes0014","2020-03-08 07:00:00","2020-03-08 07:29:59",0.0333333518518621,0
+"thirtyminutes0014#2020-11-01 07:00:00,2020-11-01 07:29:59","thirtyminutes0014","2020-11-01 07:00:00","2020-11-01 07:29:59",0.0333333518518621,0
+"thirtyminutes0015#2020-03-08 07:30:00,2020-03-08 07:59:59","thirtyminutes0015","2020-03-08 07:30:00","2020-03-08 07:59:59",0.0333333518518621,0
+"thirtyminutes0015#2020-11-01 07:30:00,2020-11-01 07:59:59","thirtyminutes0015","2020-11-01 07:30:00","2020-11-01 07:59:59",0.0333333518518621,0
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0.0333333518518621,0
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0025#2020-03-09 12:30:00,2020-03-09 12:59:59","thirtyminutes0025","2020-03-09 12:30:00","2020-03-09 12:59:59",0.0333333518518621,0
+"thirtyminutes0025#2020-11-02 12:30:00,2020-11-02 12:59:59","thirtyminutes0025","2020-11-02 12:30:00","2020-11-02 12:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-08 15:30:00,2020-03-08 15:59:59","thirtyminutes0031","2020-03-08 15:30:00","2020-03-08 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-11-01 15:30:00,2020-11-01 15:59:59","thirtyminutes0031","2020-11-01 15:30:00","2020-11-01 15:59:59",0.0333333518518621,0
+"thirtyminutes0032#2020-03-06 16:00:00,2020-03-06 16:29:59","thirtyminutes0032","2020-03-06 16:00:00","2020-03-06 16:29:59",0.0333333518518621,0
+"thirtyminutes0032#2020-03-08 16:00:00,2020-03-08 16:29:59","thirtyminutes0032","2020-03-08 16:00:00","2020-03-08 16:29:59",0.0333333518518621,0
+"thirtyminutes0032#2020-10-30 16:00:00,2020-10-30 16:29:59","thirtyminutes0032","2020-10-30 16:00:00","2020-10-30 16:29:59",0.0333333518518621,0
+"thirtyminutes0032#2020-11-01 16:00:00,2020-11-01 16:29:59","thirtyminutes0032","2020-11-01 16:00:00","2020-11-01 16:29:59",0.0333333518518621,0
+"thirtyminutes0033#2020-03-07 16:30:00,2020-03-07 16:59:59","thirtyminutes0033","2020-03-07 16:30:00","2020-03-07 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-10-31 16:30:00,2020-10-31 16:59:59","thirtyminutes0033","2020-10-31 16:30:00","2020-10-31 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",0.0333333518518621,0
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.0333333518518621,0
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0036#2020-03-09 18:00:00,2020-03-09 18:29:59","thirtyminutes0036","2020-03-09 18:00:00","2020-03-09 18:29:59",0.0666667037037243,0
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",0.0333333518518621,0
+"thirtyminutes0036#2020-11-02 18:00:00,2020-11-02 18:29:59","thirtyminutes0036","2020-11-02 18:00:00","2020-11-02 18:29:59",0.0666667037037243,0
+"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-03-08 19:00:00,2020-03-08 19:29:59","thirtyminutes0038","2020-03-08 19:00:00","2020-03-08 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-11-01 19:00:00,2020-11-01 19:29:59","thirtyminutes0038","2020-11-01 19:00:00","2020-11-01 19:29:59",0.0333333518518621,0
+"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",0.0333333518518621,0
+"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",0.0333333518518621,0
--- a/tests/data/processed/features/mtz_frequency/fitbit/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/fitbit/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_frequency/ios/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/ios/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_frequency/ios/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_frequency/ios/phone_data_yield.csv
@ -0,0 +1,47 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",0.0666667037037243,0
+"thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",0.0333333518518621,0
+"thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59","thirtyminutes0002","2020-03-08 01:00:00","2020-03-08 01:29:59",0.0333333518518621,0
+"thirtyminutes0003#2020-11-01 01:30:00,2020-11-01 01:59:59","thirtyminutes0003","2020-11-01 01:30:00","2020-11-01 01:59:59",0.0333333518518621,0
+"thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59","thirtyminutes0004","2020-11-01 02:00:00","2020-11-01 02:29:59",0.0333333518518621,0
+"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0.0666667037037243,0
+"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",0.0666667037037243,0
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",0.0333333518518621,0
+"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0.0666667037037243,0
+"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0.0666667037037243,0
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0.0333333518518621,0
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",0.0333333518518621,0
+"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",0.0333333518518621,0
+"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",0.0333333518518621,0
+"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",0.0333333518518621,0
+"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",0.0666667037037243,0
+"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",0.0666667037037243,0
+"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0.0333333518518621,0
+"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0.0333333518518621,0
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.0333333518518621,0
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",0.0333333518518621,0
+"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0.0333333518518621,0
+"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0.0333333518518621,0
+"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0.0333333518518621,0
+"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",0.0666667037037243,0
+"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",0.0666667037037243,0
+"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0.0333333518518621,0
+"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",0.0666667037037243,0
+"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",0.0666667037037243,0
+"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",0.0666667037037243,0
+"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",0.0666667037037243,0
--- a/tests/data/processed/features/mtz_periodic/android/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/android/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_periodic/android/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/android/phone_data_yield.csv
@ -0,0 +1,27 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.0229166669319059,0
+"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",0.0152777779546039,0
+"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",0.00652173920919975,0
+"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",0.00555555561985597,0
+"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",0.0229166669319059,0
+"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",0.0152777779546039,0
+"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",0.00600000006666667,0
+"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",0.00555555561985597,0
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",0.0222222232510289,0
+"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",0.00833333371913582,0
+"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0.00277777790637861,0
+"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",0.0222222232510289,0
+"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",0.00833333371913582,0
+"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0.00277777790637861,0
+"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",0.015023474237181,0
+"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",0.0091549296132822,0
+"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",0.00399061034425121,0
+"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",0.00185185185899634,0
+"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",0.00763888891835991,0
+"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0.0127314815305999,0
+"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0146118722017195,0
+"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",0.00890410962292279,0
+"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",0.00388127855358173,0
+"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",0.00185185185899634,0
+"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",0.015023474237181,0
+"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0146118722017195,0
--- a/tests/data/processed/features/mtz_periodic/empatica/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/empatica/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_periodic/empatica/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/empatica/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_periodic/empty/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/empty/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_periodic/empty/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/empty/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_periodic/fitbit/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/fitbit/fitbit_data_yield.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.00606052961528932,0
+"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",0.00606052961528932,0
--- a/tests/data/processed/features/mtz_periodic/fitbit/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/fitbit/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_periodic/ios/fitbit_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/ios/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/mtz_periodic/ios/phone_data_yield.csv
+++ b/tests/data/processed/features/mtz_periodic/ios/phone_data_yield.csv
@ -0,0 +1,23 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.00972222233474794,0
+"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",0.00694444452481996,0
+"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",0.00289855075964433,0
+"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",0.00277777780992798,0
+"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",0.00972222233474794,0
+"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",0.00694444452481996,0
+"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",0.0026666666962963,0
+"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",0.00277777780992798,0
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",0.0111111116255144,0
+"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",0.0111111116255144,0
+"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",0.00657276997876671,0
+"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",0.00422535212920717,0
+"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",0.00187793427964763,0
+"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",0.000925925929498171,0
+"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",0.0032407407532436,0
+"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0.00555555557698903,0
+"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0.00639269408825226,0
+"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",0.0041095890567336,0
+"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",0.00182648402521493,0
+"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",0.000925925929498171,0
+"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",0.00657276997876671,0
+"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0.00639269408825226,0
--- a/tests/data/processed/features/stz_event/android/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_event/android/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_event/android/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_event/android/phone_data_yield.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.0128786254324898,0
+"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",0.0121210592305786,0
--- a/tests/data/processed/features/stz_event/empatica/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_event/empatica/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_event/empatica/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_event/empatica/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_event/empty/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_event/empty/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_event/empty/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_event/empty/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_event/fitbit/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_event/fitbit/fitbit_data_yield.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.00606052961528932,0
+"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",0.00606052961528932,0
--- a/tests/data/processed/features/stz_event/fitbit/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_event/fitbit/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_event/ios/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_event/ios/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_event/ios/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_event/ios/phone_data_yield.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.00681809581720049,0
+"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",0.00681809581720049,0
--- a/tests/data/processed/features/stz_frequency/android/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/android/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_frequency/android/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/android/phone_data_yield.csv
@ -0,0 +1,101 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",0.0666667037037243,0
+"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",0.100000055555586,0
+"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",0.100000055555586,0
+"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",0.0333333518518621,0
+"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",0.0666667037037243,0
+"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",0.0333333518518621,0
+"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",0.0666667037037243,0
+"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0.0666667037037243,0
+"thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59","thirtyminutes0005","2020-03-09 02:30:00","2020-03-09 02:59:59",0.0333333518518621,0
+"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",0.0666667037037243,0
+"thirtyminutes0005#2020-11-02 02:30:00,2020-11-02 02:59:59","thirtyminutes0005","2020-11-02 02:30:00","2020-11-02 02:59:59",0.0333333518518621,0
+"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",0.0666667037037243,0
+"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",0.0666667037037243,0
+"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",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0009#2020-03-08 04:30:00,2020-03-08 04:59:59","thirtyminutes0009","2020-03-08 04:30:00","2020-03-08 04:59:59",0.0333333518518621,0
+"thirtyminutes0009#2020-11-01 04:30:00,2020-11-01 04:59:59","thirtyminutes0009","2020-11-01 04:30:00","2020-11-01 04:59:59",0.0333333518518621,0
+"thirtyminutes0010#2020-03-08 05:00:00,2020-03-08 05:29:59","thirtyminutes0010","2020-03-08 05:00:00","2020-03-08 05:29:59",0.0333333518518621,0
+"thirtyminutes0010#2020-11-01 05:00:00,2020-11-01 05:29:59","thirtyminutes0010","2020-11-01 05:00:00","2020-11-01 05:29:59",0.0333333518518621,0
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",0.0333333518518621,0
+"thirtyminutes0011#2020-03-07 05:30:00,2020-03-07 05:59:59","thirtyminutes0011","2020-03-07 05:30:00","2020-03-07 05:59:59",0.0666667037037243,0
+"thirtyminutes0011#2020-03-08 05:30:00,2020-03-08 05:59:59","thirtyminutes0011","2020-03-08 05:30:00","2020-03-08 05:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0011#2020-10-31 05:30:00,2020-10-31 05:59:59","thirtyminutes0011","2020-10-31 05:30:00","2020-10-31 05:59:59",0.0666667037037243,0
+"thirtyminutes0011#2020-11-01 05:30:00,2020-11-01 05:59:59","thirtyminutes0011","2020-11-01 05:30:00","2020-11-01 05:59:59",0.0333333518518621,0
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",0.0666667037037243,0
+"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",0.0666667037037243,0
+"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",0.0333333518518621,0
+"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",0.0333333518518621,0
+"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",0.0333333518518621,0
+"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",0.0333333518518621,0
+"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",0.0333333518518621,0
+"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0.0666667037037243,0
+"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0.0666667037037243,0
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0.0666667037037243,0
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",0.0333333518518621,0
+"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",0.0666667037037243,0
+"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",0.0333333518518621,0
+"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",0.0333333518518621,0
+"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",0.0333333518518621,0
+"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",0.0666667037037243,0
+"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",0.0666667037037243,0
+"thirtyminutes0027#2020-03-06 13:30:00,2020-03-06 13:59:59","thirtyminutes0027","2020-03-06 13:30:00","2020-03-06 13:59:59",0.0333333518518621,0
+"thirtyminutes0027#2020-10-30 13:30:00,2020-10-30 13:59:59","thirtyminutes0027","2020-10-30 13:30:00","2020-10-30 13:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-03-08 14:30:00,2020-03-08 14:59:59","thirtyminutes0029","2020-03-08 14:30:00","2020-03-08 14:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-11-01 14:30:00,2020-11-01 14:59:59","thirtyminutes0029","2020-11-01 14:30:00","2020-11-01 14:59:59",0.0333333518518621,0
+"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0.0333333518518621,0
+"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-06 15:30:00,2020-03-06 15:59:59","thirtyminutes0031","2020-03-06 15:30:00","2020-03-06 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-09 15:30:00,2020-03-09 15:59:59","thirtyminutes0031","2020-03-09 15:30:00","2020-03-09 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-10-30 15:30:00,2020-10-30 15:59:59","thirtyminutes0031","2020-10-30 15:30:00","2020-10-30 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-11-02 15:30:00,2020-11-02 15:59:59","thirtyminutes0031","2020-11-02 15:30:00","2020-11-02 15:59:59",0.0333333518518621,0
+"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",0.0666667037037243,0
+"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",0.0666667037037243,0
+"thirtyminutes0033#2020-03-07 16:30:00,2020-03-07 16:59:59","thirtyminutes0033","2020-03-07 16:30:00","2020-03-07 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-03-08 16:30:00,2020-03-08 16:59:59","thirtyminutes0033","2020-03-08 16:30:00","2020-03-08 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-10-31 16:30:00,2020-10-31 16:59:59","thirtyminutes0033","2020-10-31 16:30:00","2020-10-31 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-11-01 16:30:00,2020-11-01 16:59:59","thirtyminutes0033","2020-11-01 16:30:00","2020-11-01 16:59:59",0.0333333518518621,0
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.0666667037037243,0
+"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",0.0666667037037243,0
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.0666667037037243,0
+"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",0.0666667037037243,0
+"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",0.0333333518518621,0
+"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",0.0333333518518621,0
+"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-03-08 19:00:00,2020-03-08 19:29:59","thirtyminutes0038","2020-03-08 19:00:00","2020-03-08 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-11-01 19:00:00,2020-11-01 19:29:59","thirtyminutes0038","2020-11-01 19:00:00","2020-11-01 19:29:59",0.0333333518518621,0
+"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",0.0333333518518621,0
+"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",0.0333333518518621,0
+"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",0.100000055555586,0
+"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",0.100000055555586,0
+"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0.0666667037037243,0
+"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0.0666667037037243,0
+"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0.0333333518518621,0
+"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",0.0333333518518621,0
+"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0.0333333518518621,0
+"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",0.0333333518518621,0
+"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",0.0666667037037243,0
+"thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",0.0333333518518621,0
+"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",0.0666667037037243,0
+"thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",0.0333333518518621,0
+"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",0.0666667037037243,0
+"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",0.0666667037037243,0
+"thirtyminutes0046#2020-03-07 23:00:00,2020-03-07 23:29:59","thirtyminutes0046","2020-03-07 23:00:00","2020-03-07 23:29:59",0.0333333518518621,0
+"thirtyminutes0046#2020-10-31 23:00:00,2020-10-31 23:29:59","thirtyminutes0046","2020-10-31 23:00:00","2020-10-31 23:29:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"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",0.0333333518518621,0
--- a/tests/data/processed/features/stz_frequency/empatica/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/empatica/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_frequency/empatica/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/empatica/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_frequency/empty/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/empty/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_frequency/empty/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/empty/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_frequency/fitbit/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/fitbit/fitbit_data_yield.csv
@ -0,0 +1,49 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
+"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-03-09 00:00:00,2020-03-09 00:29:59","thirtyminutes0000","2020-03-09 00:00:00","2020-03-09 00:29:59",0.0333333518518621,0
+"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-11-02 00:00:00,2020-11-02 00:29:59","thirtyminutes0000","2020-11-02 00:00:00","2020-11-02 00:29:59",0.0333333518518621,0
+"thirtyminutes0001#2020-03-06 00:30:00,2020-03-06 00:59:59","thirtyminutes0001","2020-03-06 00:30:00","2020-03-06 00:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",0.100000055555586,0
+"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",0.100000055555586,0
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",0.0333333518518621,0
+"thirtyminutes0014#2020-03-08 07:00:00,2020-03-08 07:29:59","thirtyminutes0014","2020-03-08 07:00:00","2020-03-08 07:29:59",0.0333333518518621,0
+"thirtyminutes0014#2020-11-01 07:00:00,2020-11-01 07:29:59","thirtyminutes0014","2020-11-01 07:00:00","2020-11-01 07:29:59",0.0333333518518621,0
+"thirtyminutes0015#2020-03-08 07:30:00,2020-03-08 07:59:59","thirtyminutes0015","2020-03-08 07:30:00","2020-03-08 07:59:59",0.0333333518518621,0
+"thirtyminutes0015#2020-11-01 07:30:00,2020-11-01 07:59:59","thirtyminutes0015","2020-11-01 07:30:00","2020-11-01 07:59:59",0.0333333518518621,0
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0.0333333518518621,0
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0025#2020-03-09 12:30:00,2020-03-09 12:59:59","thirtyminutes0025","2020-03-09 12:30:00","2020-03-09 12:59:59",0.0333333518518621,0
+"thirtyminutes0025#2020-11-02 12:30:00,2020-11-02 12:59:59","thirtyminutes0025","2020-11-02 12:30:00","2020-11-02 12:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-08 15:30:00,2020-03-08 15:59:59","thirtyminutes0031","2020-03-08 15:30:00","2020-03-08 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-11-01 15:30:00,2020-11-01 15:59:59","thirtyminutes0031","2020-11-01 15:30:00","2020-11-01 15:59:59",0.0333333518518621,0
+"thirtyminutes0032#2020-03-06 16:00:00,2020-03-06 16:29:59","thirtyminutes0032","2020-03-06 16:00:00","2020-03-06 16:29:59",0.0333333518518621,0
+"thirtyminutes0032#2020-03-08 16:00:00,2020-03-08 16:29:59","thirtyminutes0032","2020-03-08 16:00:00","2020-03-08 16:29:59",0.0333333518518621,0
+"thirtyminutes0032#2020-10-30 16:00:00,2020-10-30 16:29:59","thirtyminutes0032","2020-10-30 16:00:00","2020-10-30 16:29:59",0.0333333518518621,0
+"thirtyminutes0032#2020-11-01 16:00:00,2020-11-01 16:29:59","thirtyminutes0032","2020-11-01 16:00:00","2020-11-01 16:29:59",0.0333333518518621,0
+"thirtyminutes0033#2020-03-07 16:30:00,2020-03-07 16:59:59","thirtyminutes0033","2020-03-07 16:30:00","2020-03-07 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-03-09 16:30:00,2020-03-09 16:59:59","thirtyminutes0033","2020-03-09 16:30:00","2020-03-09 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-10-31 16:30:00,2020-10-31 16:59:59","thirtyminutes0033","2020-10-31 16:30:00","2020-10-31 16:59:59",0.0333333518518621,0
+"thirtyminutes0033#2020-11-02 16:30:00,2020-11-02 16:59:59","thirtyminutes0033","2020-11-02 16:30:00","2020-11-02 16:59:59",0.0333333518518621,0
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.0333333518518621,0
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0036#2020-03-09 18:00:00,2020-03-09 18:29:59","thirtyminutes0036","2020-03-09 18:00:00","2020-03-09 18:29:59",0.0666667037037243,0
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",0.0333333518518621,0
+"thirtyminutes0036#2020-11-02 18:00:00,2020-11-02 18:29:59","thirtyminutes0036","2020-11-02 18:00:00","2020-11-02 18:29:59",0.0666667037037243,0
+"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-03-08 19:00:00,2020-03-08 19:29:59","thirtyminutes0038","2020-03-08 19:00:00","2020-03-08 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",0.0333333518518621,0
+"thirtyminutes0038#2020-11-01 19:00:00,2020-11-01 19:29:59","thirtyminutes0038","2020-11-01 19:00:00","2020-11-01 19:29:59",0.0333333518518621,0
+"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",0.0333333518518621,0
+"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",0.0333333518518621,0
--- a/tests/data/processed/features/stz_frequency/fitbit/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/fitbit/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_frequency/ios/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/ios/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_frequency/ios/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_frequency/ios/phone_data_yield.csv
@ -0,0 +1,47 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",0.0666667037037243,0
+"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",0.0666667037037243,0
+"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",0.0666667037037243,0
+"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",0.0666667037037243,0
+"thirtyminutes0009#2020-03-08 04:30:00,2020-03-08 04:59:59","thirtyminutes0009","2020-03-08 04:30:00","2020-03-08 04:59:59",0.0333333518518621,0
+"thirtyminutes0009#2020-11-01 04:30:00,2020-11-01 04:59:59","thirtyminutes0009","2020-11-01 04:30:00","2020-11-01 04:59:59",0.0333333518518621,0
+"thirtyminutes0010#2020-03-08 05:00:00,2020-03-08 05:29:59","thirtyminutes0010","2020-03-08 05:00:00","2020-03-08 05:29:59",0.0333333518518621,0
+"thirtyminutes0010#2020-11-01 05:00:00,2020-11-01 05:29:59","thirtyminutes0010","2020-11-01 05:00:00","2020-11-01 05:29:59",0.0333333518518621,0
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",0.0333333518518621,0
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",0.0333333518518621,0
+"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",0.0666667037037243,0
+"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",0.0666667037037243,0
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",0.0333333518518621,0
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",0.0333333518518621,0
+"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",0.0333333518518621,0
+"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",0.0333333518518621,0
+"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",0.0333333518518621,0
+"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",0.0333333518518621,0
+"thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",0.0333333518518621,0
+"thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",0.0333333518518621,0
+"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",0.0333333518518621,0
+"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",0.0333333518518621,0
+"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",0.0333333518518621,0
+"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",0.0333333518518621,0
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.0333333518518621,0
+"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",0.0666667037037243,0
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.0333333518518621,0
+"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",0.0666667037037243,0
+"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",0.0333333518518621,0
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",0.0333333518518621,0
+"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",0.0333333518518621,0
+"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",0.0333333518518621,0
+"thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",0.0333333518518621,0
+"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",0.0666667037037243,0
+"thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",0.0333333518518621,0
+"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",0.0666667037037243,0
+"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",0.0666667037037243,0
+"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",0.0666667037037243,0
+"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",0.0666667037037243,0
+"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",0.0666667037037243,0
--- a/tests/data/processed/features/stz_periodic/android/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/android/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_periodic/android/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/android/phone_data_yield.csv
@ -0,0 +1,25 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.0229166669319059,0
+"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",0.0131944445971579,0
+"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",0.008695652278933,0
+"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",0.00555555561985597,0
+"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",0.0229166669319059,0
+"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",0.0131944445971579,0
+"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",0.00800000008888889,0
+"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",0.00555555561985597,0
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",0.0222222232510289,0
+"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0.00277777790637861,0
+"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",0.0222222232510289,0
+"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0.00277777790637861,0
+"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",0.015023474237181,0
+"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",0.0091549296132822,0
+"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",0.00469483569911908,0
+"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",0.00185185185899634,0
+"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",0.00763888891835991,0
+"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0.0120370370834762,0
+"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0146118722017195,0
+"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",0.00890410962292279,0
+"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",0.00456621006303733,0
+"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",0.00185185185899634,0
+"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",0.015023474237181,0
+"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0146118722017195,0
--- a/tests/data/processed/features/stz_periodic/empatica/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/empatica/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_periodic/empatica/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/empatica/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_periodic/empty/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/empty/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_periodic/empty/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/empty/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_periodic/fitbit/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/fitbit/fitbit_data_yield.csv
@ -0,0 +1,27 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.00833333342978395,0
+"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",0.00347222226240998,0
+"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",0.00507246382937758,0
+"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",0.00416666671489198,0
+"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",0.00833333342978395,0
+"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",0.00347222226240998,0
+"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",0.00466666671851852,0
+"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",0.00416666671489198,0
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",0.00555555581275721,0
+"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",0.00555555581275721,0
+"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",0.00277777790637861,0
+"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",0.00555555581275721,0
+"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",0.00555555581275721,0
+"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",0.00277777790637861,0
+"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",0.00563380283894289,0
+"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",0.00422535212920717,0
+"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",0.0030516432044274,0
+"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",0.00138888889424726,0
+"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",0.00277777778849451,0
+"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0.00393518520036723,0
+"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0054794520756448,0
+"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",0.0041095890567336,0
+"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",0.00296803654097426,0
+"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",0.00138888889424726,0
+"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",0.00563380283894289,0
+"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0.0054794520756448,0
--- a/tests/data/processed/features/stz_periodic/fitbit/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/fitbit/phone_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_periodic/ios/fitbit_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/ios/fitbit_data_yield.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"
--- a/tests/data/processed/features/stz_periodic/ios/phone_data_yield.csv
+++ b/tests/data/processed/features/stz_periodic/ios/phone_data_yield.csv
@ -0,0 +1,23 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_data_yield_rapids_ratiovalidyieldedminutes","phone_data_yield_rapids_ratiovalidyieldedhours"
+"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",0.00972222233474794,0
+"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",0.00555555561985597,0
+"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",0.0043478261394665,0
+"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",0.00277777780992798,0
+"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",0.00972222233474794,0
+"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",0.00555555561985597,0
+"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",0.00400000004444444,0
+"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",0.00277777780992798,0
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",0.0111111116255144,0
+"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",0.0111111116255144,0
+"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",0.00657276997876671,0
+"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",0.00422535212920717,0
+"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",0.00234741784955954,0
+"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",0.000925925929498171,0
+"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",0.0032407407532436,0
+"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0.00509259261223994,0
+"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0.00639269408825226,0
+"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",0.0041095890567336,0
+"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",0.00228310503151866,0
+"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",0.000925925929498171,0
+"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",0.00657276997876671,0
+"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0.00639269408825226,0
--- a/tests/settings/mtz_event_config.yaml
+++ b/tests/settings/mtz_event_config.yaml
@ -211,10 +211,10 @@ PHONE_CONVERSATION:

 # See https://www.rapids.science/latest/features/phone-data-yield/
 PHONE_DATA_YIELD:
-  SENSORS: [PHONE_LOCATIONS]
+  SENSORS: [PHONE_SCREEN, PHONE_LIGHT]
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: TRUE
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 # 0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/phone_data_yield/rapids/main.R
@ -365,7 +365,7 @@ FITBIT_DATA_YIELD:
  SENSOR: FITBIT_HEARTRATE_INTRADAY
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: TRUE
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 #  0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/fitbit_data_yield/rapids/main.R
--- a/tests/settings/mtz_frequency_config.yaml
+++ b/tests/settings/mtz_frequency_config.yaml
@ -211,10 +211,10 @@ PHONE_CONVERSATION:

 # See https://www.rapids.science/latest/features/phone-data-yield/
 PHONE_DATA_YIELD:
-  SENSORS: [PHONE_LOCATIONS]
+  SENSORS: [PHONE_SCREEN, PHONE_LIGHT]
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: TRUE
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 # 0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/phone_data_yield/rapids/main.R
@ -366,7 +366,7 @@ FITBIT_DATA_YIELD:
  SENSOR: FITBIT_HEARTRATE_INTRADAY
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: TRUE
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 #  0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/fitbit_data_yield/rapids/main.R
--- a/tests/settings/mtz_periodic_config.yaml
+++ b/tests/settings/mtz_periodic_config.yaml
@ -211,10 +211,10 @@ PHONE_CONVERSATION:

 # See https://www.rapids.science/latest/features/phone-data-yield/
 PHONE_DATA_YIELD:
-  SENSORS: [PHONE_LOCATIONS]
+  SENSORS: [PHONE_SCREEN, PHONE_LIGHT]
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: TRUE
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 # 0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/phone_data_yield/rapids/main.R
--- a/tests/settings/stz_event_config.yaml
+++ b/tests/settings/stz_event_config.yaml
@ -211,10 +211,10 @@ PHONE_CONVERSATION:

 # See https://www.rapids.science/latest/features/phone-data-yield/
 PHONE_DATA_YIELD:
-  SENSORS: [PHONE_LOCATIONS]
+  SENSORS: [PHONE_SCREEN, PHONE_LIGHT]
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: TRUE
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 # 0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/phone_data_yield/rapids/main.R
@ -365,7 +365,7 @@ FITBIT_DATA_YIELD:
  SENSOR: FITBIT_HEARTRATE_INTRADAY
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: TRUE
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 #  0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/fitbit_data_yield/rapids/main.R
--- a/tests/settings/stz_frequency_config.yaml
+++ b/tests/settings/stz_frequency_config.yaml
@ -211,10 +211,10 @@ PHONE_CONVERSATION:

 # See https://www.rapids.science/latest/features/phone-data-yield/
 PHONE_DATA_YIELD:
-  SENSORS: [PHONE_LOCATIONS]
+  SENSORS: [PHONE_SCREEN, PHONE_LIGHT]
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 # 0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/phone_data_yield/rapids/main.R
@ -366,7 +366,7 @@ FITBIT_DATA_YIELD:
  SENSOR: FITBIT_HEARTRATE_INTRADAY
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 #  0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/fitbit_data_yield/rapids/main.R
--- a/tests/settings/stz_periodic_config.yaml
+++ b/tests/settings/stz_periodic_config.yaml
@ -211,7 +211,7 @@ PHONE_CONVERSATION:

 # See https://www.rapids.science/latest/features/phone-data-yield/
 PHONE_DATA_YIELD:
-  SENSORS: [PHONE_LOCATIONS]
+  SENSORS: [PHONE_SCREEN, PHONE_LIGHT]
  PROVIDERS:
    RAPIDS:
      COMPUTE: False
@ -365,7 +365,7 @@ FITBIT_DATA_YIELD:
  SENSOR: FITBIT_HEARTRATE_INTRADAY
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
      FEATURES: [ratiovalidyieldedminutes, ratiovalidyieldedhours]
      MINUTE_RATIO_THRESHOLD_FOR_VALID_YIELDED_HOURS: 0.5 #  0 to 1, minimum percentage of valid minutes in an hour to be considered valid.
      SRC_SCRIPT: src/features/fitbit_data_yield/rapids/main.R
				`@ -0,0 +1 @@`
				`"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_data_yield_rapids_ratiovalidyieldedminutes","fitbit_data_yield_rapids_ratiovalidyieldedhours"`