Tested phone accelerometer feature

2021-08-03 20:00:51 -04:00 · 2021-08-03 20:00:51 -04:00 · 64976919e4
parent 7f1c502ea0
commit 64976919e4
39 changed files with 462 additions and 21 deletions
--- a/docs/developers/test-cases.md
+++ b/docs/developers/test-cases.md
@ -7,8 +7,8 @@ The following is a list of the sensors that testing is currently available.

 | Sensor                        | Provider | Periodic | Frequency | Event |
 |-------------------------------|----------|----------|-----------|-------|
-| Phone Accelerometer           | Panda    | N        | N         | N     |
-| Phone Accelerometer           | RAPIDS   | N        | N         | N     |
+| Phone Accelerometer           | Panda    | Y        | Y         | Y     |
+| Phone Accelerometer           | RAPIDS   | Y        | Y         | Y     |
 | Phone Activity Recognition    | RAPIDS   | Y        | Y         | Y     |
 | Phone Applications Foreground | RAPIDS   | Y        | Y         | Y     |
 | Phone Battery                 | RAPIDS   | Y        | Y         | N     |
@ -35,9 +35,34 @@ The following is a list of the sensors that testing is currently available.
 | Fitbit Steps Intraday         | RAPIDS   | Y        | Y         | Y     |


+## Accelerometer
+
+Description
+
+- The raw accelerometer data file, `phone_accelerometer_raw.csv`, contains data for 4 separate days
+- One episode for each daily segment (night, morning, afternoon and evening)
+- Two episodes locate in the same 30-min segment (`Fri 00:15:00` and `Fri 00:21:21`)
+- Two episodes locate in the same daily segment (`Fri 00:15:00` and `Fri 18:12:00`)
+- One episode before the time switch (`Sun 00:02:00`) and one episode after the time switch (`Sun 04:18:00`)
+- Multiple episodes within one min which cause variance in magnitude (`Fri 00:10:25`, `Fri 00:10:27` and `Fri 00:10:46`)
+
+Checklist:
+
+|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|
+
 ## Messages (SMS)

- The raw message data file, `phone_messages_raw.csv`, contains data for 4 separate days.
+Description
+
+- The raw message data file, `phone_messages_raw.csv`, contains data for 4 separate days
 - One episode for each daily segment (night, morning, afternoon and evening)
 - Two `sent` episodes locate in the same 30-min segment (`Fri 16:08:03.000` and `Fri 16:19:35.000`)
 - Two `received` episodes locate in the same 30-min segment (`Sat 06:45:05.000` and `Fri 06:45:05.000`)
--- a/tests/data/external/aware_csv/phone_accelerometer_raw.csv
+++ b/tests/data/external/aware_csv/phone_accelerometer_raw.csv
@ -0,0 +1,113 @@
+timestamp,device_id,double_values_0,double_values_1,double_values_2,accuracy,label
+1583471425000,android,-0.848,7.653,7.653,3,
+1583471427000,android,-0.838,7.653,7.65,3,
+1583471446000,android,-0.62,7.2,7.55,3,
+1583471700000,android,-1.02,8.652999999999999,6.653,3,
+1583471713000,android,1.0,7.0,6.401,3,
+1583471713000,android,2.21,5.12,5.87,3,
+1583472081000,android,3.0,5.0,6.0,3,
+1583472090000,android,3.01,5.01,6.01,3,
+1583492040000,android,-1.79,7.872000000000001,6.403,3,
+1583492052000,android,-1.7,7.865,6.4,3,
+1583492079000,android,-1.58,7.822,6.375,3,
+1583492520000,android,-1.52,8.012,6.1129999999999995,3,
+1583492541000,android,-1.59,8.0,6.115,3,
+1583492574000,android,-1.55,7.92,6.11,3,
+1583513340000,android,-1.06,7.782,6.122999999999999,3,
+1583514540000,android,0.01,-0.853,-0.5329999999999999,3,
+1583534340000,android,0.059000000000000004,-0.723,-0.581,3,
+1583536320000,android,0.131,-0.667,-0.7909999999999999,3,
+1583599920000,android,-0.11599999999999999,-0.498,-0.7879999999999999,3,
+1583599977000,android,-1.0,-0.55,-0.6,3,
+1583613120000,android,-0.048,-0.42100000000000004,-0.8909999999999999,3,
+1583626920000,android,0.039,-0.452,-0.895,3,
+1583626957000,android,0.1,-0.49,-0.92,3,
+1583643720000,android,0.016,-0.42700000000000005,-0.82,3,
+1583643761000,android,0.049,-1.0,-0.93,3,
+1583655480000,android,0.051,-0.456,-0.902,3,
+1583721540000,android,0.11900000000000001,-0.528,-0.83,3,
+1583746080000,android,0.017,-0.424,-0.897,3,
+1583471425000,ios,-0.848,7.653,7.653,3,
+1583471427000,ios,-0.838,7.653,7.65,3,
+1583471446000,ios,-0.62,7.2,7.55,3,
+1583471700000,ios,-1.02,8.652999999999999,6.653,3,
+1583471713000,ios,1.0,7.0,6.401,3,
+1583471713000,ios,2.21,5.12,5.87,3,
+1583472081000,ios,3.0,5.0,6.0,3,
+1583472090000,ios,3.01,5.01,6.01,3,
+1583492040000,ios,-1.79,7.872000000000001,6.403,3,
+1583492052000,ios,-1.7,7.865,6.4,3,
+1583492079000,ios,-1.58,7.822,6.375,3,
+1583492520000,ios,-1.52,8.012,6.1129999999999995,3,
+1583492541000,ios,-1.59,8.0,6.115,3,
+1583492574000,ios,-1.55,7.92,6.11,3,
+1583513340000,ios,-1.06,7.782,6.122999999999999,3,
+1583514540000,ios,0.01,-0.853,-0.5329999999999999,3,
+1583534340000,ios,0.059000000000000004,-0.723,-0.581,3,
+1583536320000,ios,0.131,-0.667,-0.7909999999999999,3,
+1583599920000,ios,-0.11599999999999999,-0.498,-0.7879999999999999,3,
+1583599977000,ios,-1.0,-0.55,-0.6,3,
+1583613120000,ios,-0.048,-0.42100000000000004,-0.8909999999999999,3,
+1583626920000,ios,0.039,-0.452,-0.895,3,
+1583626957000,ios,0.1,-0.49,-0.92,3,
+1583643720000,ios,0.016,-0.42700000000000005,-0.82,3,
+1583643761000,ios,0.049,-1.0,-0.93,3,
+1583655480000,ios,0.051,-0.456,-0.902,3,
+1583721540000,ios,0.11900000000000001,-0.528,-0.83,3,
+1583746080000,ios,0.017,-0.424,-0.897,3,
+1604031025000,android,-0.848,7.653,7.653,3,
+1604031027000,android,-0.838,7.653,7.65,3,
+1604031046000,android,-0.62,7.2,7.55,3,
+1604031300000,android,-1.02,8.652999999999999,6.653,3,
+1604031313000,android,1.0,7.0,6.401,3,
+1604031313000,android,2.21,5.12,5.87,3,
+1604031681000,android,3.0,5.0,6.0,3,
+1604031690000,android,3.01,5.01,6.01,3,
+1604051640000,android,-1.79,7.872000000000001,6.403,3,
+1604051652000,android,-1.7,7.865,6.4,3,
+1604051679000,android,-1.58,7.822,6.375,3,
+1604052120000,android,-1.52,8.012,6.1129999999999995,3,
+1604052141000,android,-1.59,8.0,6.115,3,
+1604052174000,android,-1.55,7.92,6.11,3,
+1604072940000,android,-1.06,7.782,6.122999999999999,3,
+1604074140000,android,0.01,-0.853,-0.5329999999999999,3,
+1604093940000,android,0.059000000000000004,-0.723,-0.581,3,
+1604095920000,android,0.131,-0.667,-0.7909999999999999,3,
+1604159520000,android,-0.11599999999999999,-0.498,-0.7879999999999999,3,
+1604159577000,android,-1.0,-0.55,-0.6,3,
+1604172720000,android,-0.048,-0.42100000000000004,-0.8909999999999999,3,
+1604186520000,android,0.039,-0.452,-0.895,3,
+1604186557000,android,0.1,-0.49,-0.92,3,
+1604203320000,android,0.016,-0.42700000000000005,-0.82,3,
+1604203361000,android,0.049,-1.0,-0.93,3,
+1604222280000,android,0.051,-0.456,-0.902,3,
+1604288340000,android,0.11900000000000001,-0.528,-0.83,3,
+1604312880000,android,0.017,-0.424,-0.897,3,
+1604031025000,ios,-0.848,7.653,7.653,3,
+1604031027000,ios,-0.838,7.653,7.65,3,
+1604031046000,ios,-0.62,7.2,7.55,3,
+1604031300000,ios,-1.02,8.652999999999999,6.653,3,
+1604031313000,ios,1.0,7.0,6.401,3,
+1604031313000,ios,2.21,5.12,5.87,3,
+1604031681000,ios,3.0,5.0,6.0,3,
+1604031690000,ios,3.01,5.01,6.01,3,
+1604051640000,ios,-1.79,7.872000000000001,6.403,3,
+1604051652000,ios,-1.7,7.865,6.4,3,
+1604051679000,ios,-1.58,7.822,6.375,3,
+1604052120000,ios,-1.52,8.012,6.1129999999999995,3,
+1604052141000,ios,-1.59,8.0,6.115,3,
+1604052174000,ios,-1.55,7.92,6.11,3,
+1604072940000,ios,-1.06,7.782,6.122999999999999,3,
+1604074140000,ios,0.01,-0.853,-0.5329999999999999,3,
+1604093940000,ios,0.059000000000000004,-0.723,-0.581,3,
+1604095920000,ios,0.131,-0.667,-0.7909999999999999,3,
+1604159520000,ios,-0.11599999999999999,-0.498,-0.7879999999999999,3,
+1604159577000,ios,-1.0,-0.55,-0.6,3,
+1604172720000,ios,-0.048,-0.42100000000000004,-0.8909999999999999,3,
+1604186520000,ios,0.039,-0.452,-0.895,3,
+1604186557000,ios,0.1,-0.49,-0.92,3,
+1604203320000,ios,0.016,-0.42700000000000005,-0.82,3,
+1604203361000,ios,0.049,-1.0,-0.93,3,
+1604222280000,ios,0.051,-0.456,-0.902,3,
+1604288340000,ios,0.11900000000000001,-0.528,-0.83,3,
+1604312880000,ios,0.017,-0.424,-0.897,3,
--- a/tests/data/manual/aware_csv/phone_accelerometer_raw.csv
+++ b/tests/data/manual/aware_csv/phone_accelerometer_raw.csv
@ -0,0 +1,57 @@
+test_time,device_id,double_values_0,double_values_1,double_values_2,accuracy,label
+Fri 00:10:25,android,-0.848,7.653,7.653,3,
+Fri 00:10:27,android,-0.838,7.653,7.650,3,
+Fri 00:10:46,android,-0.620,7.200,7.550,3,
+Fri 00:15:00,android,-1.02,8.653,6.653,3,
+Fri 00:15:13,android,1.0,7.00,6.401,3,
+Fri 00:15:13,android,2.21,5.12,5.87,3,
+Fri 00:21:21,android,3.00,5.00,6.00,3,
+Fri 00:21:30,android,3.01,5.01,6.01,3,
+Fri 05:54:00,android,-1.79,7.872,6.403,3,
+Fri 05:54:12,android,-1.70,7.865,6.400,3,
+Fri 05:54:39,android,-1.58,7.822,6.375,3,
+Fri 06:02:00,android,-1.52,8.012,6.113,3,
+Fri 06:02:21,android,-1.59,8.00,6.115,3,
+Fri 06:02:54,android,-1.55,7.92,6.110,3,
+Fri 11:49:00,android,-1.06,7.782,6.123,3,
+Fri 12:09:00,android,0.01,-0.853,-0.533,3,
+Fri 17:39:00,android,0.059,-0.723,-0.581,3,
+Fri 18:12:00,android,0.131,-0.667,-0.791,3,
+Sat 11:52:00,android,-0.116,-0.498,-0.788,3,
+Sat 11:52:57,android,-1.00,-0.550,-0.600,3,
+Sat 15:32:00,android,-0.048,-0.421,-0.891,3,
+Sat 19:22:00,android,0.039,-0.452,-0.895,3,
+Sat 19:22:37,android,0.100,-0.490,-0.920,3,
+Sun 00:02:00,android,0.016,-0.427,-0.82,3,
+Sun 00:02:41,android,0.049,-1.00,-0.93,3,
+Sun 04:18:00,android,0.051,-0.456,-0.902,3,
+Sun 22:39:00,android,0.119,-0.528,-0.83,3,
+Mon 05:28:00,android,0.017,-0.424,-0.897,3,
+Fri 00:10:25,ios,-0.848,7.653,7.653,3,
+Fri 00:10:27,ios,-0.838,7.653,7.650,3,
+Fri 00:10:46,ios,-0.620,7.200,7.550,3,
+Fri 00:15:00,ios,-1.02,8.653,6.653,3,
+Fri 00:15:13,ios,1.0,7.00,6.401,3,
+Fri 00:15:13,ios,2.21,5.12,5.87,3,
+Fri 00:21:21,ios,3.00,5.00,6.00,3,
+Fri 00:21:30,ios,3.01,5.01,6.01,3,
+Fri 05:54:00,ios,-1.79,7.872,6.403,3,
+Fri 05:54:12,ios,-1.70,7.865,6.400,3,
+Fri 05:54:39,ios,-1.58,7.822,6.375,3,
+Fri 06:02:00,ios,-1.52,8.012,6.113,3,
+Fri 06:02:21,ios,-1.59,8.00,6.115,3,
+Fri 06:02:54,ios,-1.55,7.92,6.110,3,
+Fri 11:49:00,ios,-1.06,7.782,6.123,3,
+Fri 12:09:00,ios,0.01,-0.853,-0.533,3,
+Fri 17:39:00,ios,0.059,-0.723,-0.581,3,
+Fri 18:12:00,ios,0.131,-0.667,-0.791,3,
+Sat 11:52:00,ios,-0.116,-0.498,-0.788,3,
+Sat 11:52:57,ios,-1.00,-0.550,-0.600,3,
+Sat 15:32:00,ios,-0.048,-0.421,-0.891,3,
+Sat 19:22:00,ios,0.039,-0.452,-0.895,3,
+Sat 19:22:37,ios,0.100,-0.490,-0.920,3,
+Sun 00:02:00,ios,0.016,-0.427,-0.82,3,
+Sun 00:02:41,ios,0.049,-1.00,-0.93,3,
+Sun 04:18:00,ios,0.051,-0.456,-0.902,3,
+Sun 22:39:00,ios,0.119,-0.528,-0.83,3,
+Mon 05:28:00,ios,0.017,-0.424,-0.897,3,
--- a/tests/data/processed/features/mtz_event/android/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_event/android/phone_accelerometer.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode"
+"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",1.36649222463942,0.924653989338715,1.07074056914283,1.01199851778548,0.171282053904096,0,0,0,0,0,NA,2,1,1,1,1,0
+"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",1.36649222463942,0.924653989338715,1.07074056914283,1.01199851778548,0.171282053904096,0,0,0,0,0,NA,2,1,1,1,1,0
--- a/tests/data/processed/features/mtz_event/empatica/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_event/empatica/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/mtz_event/empty/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_event/empty/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/mtz_event/fitbit/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_event/fitbit/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/mtz_event/ios/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_event/ios/phone_accelerometer.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode"
+"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",1.36649222463942,0.924653989338715,1.07074056914283,1.01199851778548,0.171282053904096,0,0,0,0,0,NA,2,1,1,1,1,0
+"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",1.36649222463942,0.924653989338715,1.07074056914283,1.01199851778548,0.171282053904096,0,0,0,0,0,NA,2,1,1,1,1,0
--- a/tests/data/processed/features/mtz_frequency/android/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_frequency/android/phone_accelerometer.csv
@ -0,0 +1,29 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_index"
+"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",10.9625370238827,8.0966289281404,9.68845458950422,9.9945668457862,1.24971284341172,0,0,0,0,0,NA,3,1,1,1,1,0,NA
+"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",1.01199851778548,1.01199851778548,1.01199851778548,1.01199851778548,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",10.9625370238827,8.0966289281404,9.68845458950422,9.9945668457862,1.24971284341172,0,0,0,0,0,NA,3,1,1,1,1,0,NA
+"thirtyminutes0002#2020-11-01 01:00:00,2020-11-01 01:29:59","thirtyminutes0002","2020-11-01 01:00:00","2020-11-01 01:29:59",1.01199851778548,1.01199851778548,1.01199851778548,1.01199851778548,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0010#2020-03-09 05:00:00,2020-03-09 05:29:59","thirtyminutes0010","2020-03-09 05:00:00","2020-03-09 05:29:59",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0010#2020-11-02 05:00:00,2020-11-02 05:29:59","thirtyminutes0010","2020-11-02 05:00:00","2020-11-02 05:29:59",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",10.3039260963965,10.2137509760127,10.2663758674561,10.2814505299593,0.046939558703135,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",10.3039260963965,10.2137509760127,10.2663758674561,10.2814505299593,0.046939558703135,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",10.1941809381627,10.1223021096982,10.1694035742647,10.1917276749332,0.0408095037748902,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",10.1941809381627,10.1223021096982,10.1694035742647,10.1917276749332,0.0408095037748902,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",9.95862706400837,9.95862706400837,9.95862706400837,9.95862706400837,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",9.95862706400837,9.95862706400837,9.95862706400837,9.95862706400837,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1.00588170278617,1.00588170278617,1.00588170278617,1.00588170278617,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1.00588170278617,1.00588170278617,1.00588170278617,1.00588170278617,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",0.9866235350933,0.9866235350933,0.9866235350933,0.9866235350933,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",0.9866235350933,0.9866235350933,0.9866235350933,0.9866235350933,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1.04713895925994,1.0034191546906,1.02527905697527,1.02527905697527,0.0309145702831337,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1.04713895925994,1.0034191546906,1.02527905697527,1.02527905697527,0.0309145702831337,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.929392812539456,0.929392812539456,0.929392812539456,0.929392812539456,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.929392812539456,0.929392812539456,0.929392812539456,0.929392812539456,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1.04294343087245,1.04294343087245,1.04294343087245,1.04294343087245,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1.04294343087245,1.04294343087245,1.04294343087245,1.04294343087245,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",1.36649222463942,0.924653989338715,1.14557310698907,1.14557310698907,0.312426812368628,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",1.36649222463942,0.924653989338715,1.14557310698907,1.14557310698907,0.312426812368628,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0045#2020-03-08 22:30:00,2020-03-08 22:59:59","thirtyminutes0045","2020-03-08 22:30:00","2020-03-08 22:59:59",0.990880921200928,0.990880921200928,0.990880921200928,0.990880921200928,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0045#2020-11-01 22:30:00,2020-11-01 22:59:59","thirtyminutes0045","2020-11-01 22:30:00","2020-11-01 22:59:59",0.990880921200928,0.990880921200928,0.990880921200928,0.990880921200928,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
--- a/tests/data/processed/features/mtz_frequency/empatica/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_frequency/empatica/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/mtz_frequency/empty/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_frequency/empty/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/mtz_frequency/fitbit/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_frequency/fitbit/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/mtz_frequency/ios/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_frequency/ios/phone_accelerometer.csv
@ -0,0 +1,29 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_index"
+"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",10.9625370238827,8.0966289281404,9.68845458950422,9.9945668457862,1.24971284341172,0,0,0,0,0,NA,3,1,1,1,1,0,NA
+"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",1.01199851778548,1.01199851778548,1.01199851778548,1.01199851778548,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",10.9625370238827,8.0966289281404,9.68845458950422,9.9945668457862,1.24971284341172,0,0,0,0,0,NA,3,1,1,1,1,0,NA
+"thirtyminutes0002#2020-11-01 01:00:00,2020-11-01 01:29:59","thirtyminutes0002","2020-11-01 01:00:00","2020-11-01 01:29:59",1.01199851778548,1.01199851778548,1.01199851778548,1.01199851778548,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0010#2020-03-09 05:00:00,2020-03-09 05:29:59","thirtyminutes0010","2020-03-09 05:00:00","2020-03-09 05:29:59",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0010#2020-11-02 05:00:00,2020-11-02 05:29:59","thirtyminutes0010","2020-11-02 05:00:00","2020-11-02 05:29:59",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",10.3039260963965,10.2137509760127,10.2663758674561,10.2814505299593,0.046939558703135,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",10.3039260963965,10.2137509760127,10.2663758674561,10.2814505299593,0.046939558703135,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",10.1941809381627,10.1223021096982,10.1694035742647,10.1917276749332,0.0408095037748902,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",10.1941809381627,10.1223021096982,10.1694035742647,10.1917276749332,0.0408095037748902,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",9.95862706400837,9.95862706400837,9.95862706400837,9.95862706400837,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",9.95862706400837,9.95862706400837,9.95862706400837,9.95862706400837,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1.00588170278617,1.00588170278617,1.00588170278617,1.00588170278617,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1.00588170278617,1.00588170278617,1.00588170278617,1.00588170278617,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",0.9866235350933,0.9866235350933,0.9866235350933,0.9866235350933,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",0.9866235350933,0.9866235350933,0.9866235350933,0.9866235350933,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1.04713895925994,1.0034191546906,1.02527905697527,1.02527905697527,0.0309145702831337,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1.04713895925994,1.0034191546906,1.02527905697527,1.02527905697527,0.0309145702831337,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.929392812539456,0.929392812539456,0.929392812539456,0.929392812539456,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.929392812539456,0.929392812539456,0.929392812539456,0.929392812539456,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1.04294343087245,1.04294343087245,1.04294343087245,1.04294343087245,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1.04294343087245,1.04294343087245,1.04294343087245,1.04294343087245,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",1.36649222463942,0.924653989338715,1.14557310698907,1.14557310698907,0.312426812368628,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",1.36649222463942,0.924653989338715,1.14557310698907,1.14557310698907,0.312426812368628,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0045#2020-03-08 22:30:00,2020-03-08 22:59:59","thirtyminutes0045","2020-03-08 22:30:00","2020-03-08 22:59:59",0.990880921200928,0.990880921200928,0.990880921200928,0.990880921200928,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0045#2020-11-01 22:30:00,2020-11-01 22:59:59","thirtyminutes0045","2020-11-01 22:30:00","2020-11-01 22:59:59",0.990880921200928,0.990880921200928,0.990880921200928,0.990880921200928,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
--- a/tests/data/processed/features/mtz_periodic/android/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_periodic/android/phone_accelerometer.csv
@ -0,0 +1,25 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode"
+"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",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.07958159617336,1.0034191546906,0.175827112256341,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.01199851778548,0.990880921200928,1.0014397194932,1.0014397194932,0.0149323957472954,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.07958159617336,1.0034191546906,0.175827112256341,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.01199851778548,0.990880921200928,1.0014397194932,1.0014397194932,0.0149323957472954,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",10.1941809381627,9.95862706400837,10.1167094467006,10.1570148923157,0.110530364083939,0,0,0,0,0,NA,1,1,1,1,1,NA
+"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",10.1941809381627,9.95862706400837,10.1167094467006,10.1570148923157,0.110530364083939,0,0,0,0,0,NA,1,1,1,1,1,NA
+"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA
+"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05522580242452,0.99786328336794,0.148926178198475,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.01199851778548,0.990880921200928,0.998395617010561,0.99230741204528,0.0118020295352699,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,6.37235564898465,8.38333465871428,4.48898543228931,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05522580242452,0.99786328336794,0.148926178198475,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.01199851778548,0.990880921200928,0.998395617010561,0.99230741204528,0.0118020295352699,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
--- a/tests/data/processed/features/mtz_periodic/empatica/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_periodic/empatica/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/mtz_periodic/empty/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_periodic/empty/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/mtz_periodic/fitbit/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_periodic/fitbit/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/mtz_periodic/ios/phone_accelerometer.csv
+++ b/tests/data/processed/features/mtz_periodic/ios/phone_accelerometer.csv
@ -0,0 +1,25 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode"
+"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",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.07958159617336,1.0034191546906,0.175827112256341,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.01199851778548,0.990880921200928,1.0014397194932,1.0014397194932,0.0149323957472954,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.07958159617336,1.0034191546906,0.175827112256341,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.01199851778548,0.990880921200928,1.0014397194932,1.0014397194932,0.0149323957472954,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",10.1941809381627,9.95862706400837,10.1167094467006,10.1570148923157,0.110530364083939,0,0,0,0,0,NA,1,1,1,1,1,NA
+"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",10.1941809381627,9.95862706400837,10.1167094467006,10.1570148923157,0.110530364083939,0,0,0,0,0,NA,1,1,1,1,1,NA
+"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA
+"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05522580242452,0.99786328336794,0.148926178198475,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.01199851778548,0.990880921200928,0.998395617010561,0.99230741204528,0.0118020295352699,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,6.37235564898465,8.38333465871428,4.48898543228931,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05522580242452,0.99786328336794,0.148926178198475,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.01199851778548,0.990880921200928,0.998395617010561,0.99230741204528,0.0118020295352699,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
--- a/tests/data/processed/features/stz_event/android/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_event/android/phone_accelerometer.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode"
+"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",1.36649222463942,0.924653989338715,1.07074056914283,1.01199851778548,0.171282053904096,0,0,0,0,0,NA,2,1,1,1,1,0
+"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",1.36649222463942,0.924653989338715,1.07074056914283,1.01199851778548,0.171282053904096,0,0,0,0,0,NA,2,1,1,1,1,0
--- a/tests/data/processed/features/stz_event/empatica/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_event/empatica/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/stz_event/empty/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_event/empty/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/stz_event/fitbit/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_event/fitbit/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/stz_event/ios/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_event/ios/phone_accelerometer.csv
@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode"
+"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",1.36649222463942,0.924653989338715,1.07074056914283,1.01199851778548,0.171282053904096,0,0,0,0,0,NA,2,1,1,1,1,0
+"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",1.36649222463942,0.924653989338715,1.07074056914283,1.01199851778548,0.171282053904096,0,0,0,0,0,NA,2,1,1,1,1,0
--- a/tests/data/processed/features/stz_frequency/android/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_frequency/android/phone_accelerometer.csv
@ -0,0 +1,29 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_index"
+"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",10.9625370238827,8.0966289281404,9.68845458950422,9.9945668457862,1.24971284341172,0,0,0,0,0,NA,3,1,1,1,1,0,NA
+"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",1.36649222463942,0.924653989338715,1.14557310698907,1.14557310698907,0.312426812368628,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"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",10.9625370238827,8.0966289281404,9.68845458950422,9.9945668457862,1.24971284341172,0,0,0,0,0,NA,3,1,1,1,1,0,NA
+"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",1.36649222463942,0.924653989338715,1.14557310698907,1.14557310698907,0.312426812368628,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0008#2020-03-08 04:00:00,2020-03-08 04:29:59","thirtyminutes0008","2020-03-08 04:00:00","2020-03-08 04:29:59",1.01199851778548,1.01199851778548,1.01199851778548,1.01199851778548,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0008#2020-11-01 04:00:00,2020-11-01 04:29:59","thirtyminutes0008","2020-11-01 04:00:00","2020-11-01 04:29:59",1.01199851778548,1.01199851778548,1.01199851778548,1.01199851778548,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0010#2020-03-09 05:00:00,2020-03-09 05:29:59","thirtyminutes0010","2020-03-09 05:00:00","2020-03-09 05:29:59",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0010#2020-11-02 05:00:00,2020-11-02 05:29:59","thirtyminutes0010","2020-11-02 05:00:00","2020-11-02 05:29:59",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",10.3039260963965,10.2137509760127,10.2663758674561,10.2814505299593,0.046939558703135,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",10.3039260963965,10.2137509760127,10.2663758674561,10.2814505299593,0.046939558703135,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",10.1941809381627,10.1223021096982,10.1694035742647,10.1917276749332,0.0408095037748902,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",10.1941809381627,10.1223021096982,10.1694035742647,10.1917276749332,0.0408095037748902,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",9.95862706400837,9.95862706400837,9.95862706400837,9.95862706400837,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",9.95862706400837,9.95862706400837,9.95862706400837,9.95862706400837,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1.00588170278617,1.00588170278617,1.00588170278617,1.00588170278617,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1.00588170278617,1.00588170278617,1.00588170278617,1.00588170278617,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",0.9866235350933,0.9866235350933,0.9866235350933,0.9866235350933,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.9866235350933,0.9866235350933,0.9866235350933,0.9866235350933,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.929392812539456,0.929392812539456,0.929392812539456,0.929392812539456,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.929392812539456,0.929392812539456,0.929392812539456,0.929392812539456,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1.04294343087245,1.04294343087245,1.04294343087245,1.04294343087245,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1.04294343087245,1.04294343087245,1.04294343087245,1.04294343087245,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",1.04713895925994,1.0034191546906,1.02527905697527,1.02527905697527,0.0309145702831337,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",1.04713895925994,1.0034191546906,1.02527905697527,1.02527905697527,0.0309145702831337,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0045#2020-03-08 22:30:00,2020-03-08 22:59:59","thirtyminutes0045","2020-03-08 22:30:00","2020-03-08 22:59:59",0.990880921200928,0.990880921200928,0.990880921200928,0.990880921200928,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0045#2020-11-01 22:30:00,2020-11-01 22:59:59","thirtyminutes0045","2020-11-01 22:30:00","2020-11-01 22:59:59",0.990880921200928,0.990880921200928,0.990880921200928,0.990880921200928,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
--- a/tests/data/processed/features/stz_frequency/empatica/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_frequency/empatica/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/stz_frequency/empty/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_frequency/empty/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/stz_frequency/fitbit/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_frequency/fitbit/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/stz_frequency/ios/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_frequency/ios/phone_accelerometer.csv
@ -0,0 +1,29 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_index"
+"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",10.9625370238827,8.0966289281404,9.68845458950422,9.9945668457862,1.24971284341172,0,0,0,0,0,NA,3,1,1,1,1,0,NA
+"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",1.36649222463942,0.924653989338715,1.14557310698907,1.14557310698907,0.312426812368628,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"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",10.9625370238827,8.0966289281404,9.68845458950422,9.9945668457862,1.24971284341172,0,0,0,0,0,NA,3,1,1,1,1,0,NA
+"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",1.36649222463942,0.924653989338715,1.14557310698907,1.14557310698907,0.312426812368628,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0008#2020-03-08 04:00:00,2020-03-08 04:29:59","thirtyminutes0008","2020-03-08 04:00:00","2020-03-08 04:29:59",1.01199851778548,1.01199851778548,1.01199851778548,1.01199851778548,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0008#2020-11-01 04:00:00,2020-11-01 04:29:59","thirtyminutes0008","2020-11-01 04:00:00","2020-11-01 04:29:59",1.01199851778548,1.01199851778548,1.01199851778548,1.01199851778548,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0010#2020-03-09 05:00:00,2020-03-09 05:29:59","thirtyminutes0010","2020-03-09 05:00:00","2020-03-09 05:29:59",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0010#2020-11-02 05:00:00,2020-11-02 05:29:59","thirtyminutes0010","2020-11-02 05:00:00","2020-11-02 05:29:59",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",10.3039260963965,10.2137509760127,10.2663758674561,10.2814505299593,0.046939558703135,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",10.3039260963965,10.2137509760127,10.2663758674561,10.2814505299593,0.046939558703135,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",10.1941809381627,10.1223021096982,10.1694035742647,10.1917276749332,0.0408095037748902,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",10.1941809381627,10.1223021096982,10.1694035742647,10.1917276749332,0.0408095037748902,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",9.95862706400837,9.95862706400837,9.95862706400837,9.95862706400837,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0023#2020-03-07 11:30:00,2020-03-07 11:59:59","thirtyminutes0023","2020-03-07 11:30:00","2020-03-07 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",9.95862706400837,9.95862706400837,9.95862706400837,9.95862706400837,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0023#2020-10-31 11:30:00,2020-10-31 11:59:59","thirtyminutes0023","2020-10-31 11:30:00","2020-10-31 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1.00588170278617,1.00588170278617,1.00588170278617,1.00588170278617,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1.00588170278617,1.00588170278617,1.00588170278617,1.00588170278617,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",0.9866235350933,0.9866235350933,0.9866235350933,0.9866235350933,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"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",0.9866235350933,0.9866235350933,0.9866235350933,0.9866235350933,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",0.929392812539456,0.929392812539456,0.929392812539456,0.929392812539456,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",0.929392812539456,0.929392812539456,0.929392812539456,0.929392812539456,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1.04294343087245,1.04294343087245,1.04294343087245,1.04294343087245,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1.04294343087245,1.04294343087245,1.04294343087245,1.04294343087245,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",1.04713895925994,1.0034191546906,1.02527905697527,1.02527905697527,0.0309145702831337,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",1.04713895925994,1.0034191546906,1.02527905697527,1.02527905697527,0.0309145702831337,0,0,0,0,0,NA,1,1,1,1,1,NA,NA
+"thirtyminutes0045#2020-03-08 22:30:00,2020-03-08 22:59:59","thirtyminutes0045","2020-03-08 22:30:00","2020-03-08 22:59:59",0.990880921200928,0.990880921200928,0.990880921200928,0.990880921200928,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0045#2020-11-01 22:30:00,2020-11-01 22:59:59","thirtyminutes0045","2020-11-01 22:30:00","2020-11-01 22:59:59",0.990880921200928,0.990880921200928,0.990880921200928,0.990880921200928,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
--- a/tests/data/processed/features/stz_periodic/android/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_periodic/android/phone_accelerometer.csv
@ -0,0 +1,25 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode"
+"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",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",1.28937969582276,0.939363614368792,1.05318499184708,1.0034191546906,0.137556229175863,0,0,0,0,0,NA,2,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.07350641324114,1.0014397194932,0.198836551737526,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",1.28937969582276,0.939363614368792,1.05318499184708,1.0034191546906,0.137556229175863,0,0,0,0,0,NA,2,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.07350641324114,1.0014397194932,0.198836551737526,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",10.1941809381627,9.95862706400837,10.1167094467006,10.1570148923157,0.110530364083939,0,0,0,0,0,NA,1,1,1,1,1,NA
+"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",10.1941809381627,9.95862706400837,10.1167094467006,10.1570148923157,0.110530364083939,0,0,0,0,0,NA,1,1,1,1,1,NA
+"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA
+"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05522580242452,0.99786328336794,0.148926178198475,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05726661300196,0.99230741204528,0.175984761525518,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",10.9625370238827,0.929392812539456,6.82685847872339,9.53796629266428,4.39077787767672,0,0,0,0,0,NA,7,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05522580242452,0.99786328336794,0.148926178198475,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05726661300196,0.99230741204528,0.175984761525518,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
--- a/tests/data/processed/features/stz_periodic/empatica/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_periodic/empatica/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/stz_periodic/empty/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_periodic/empty/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/stz_periodic/fitbit/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_periodic/fitbit/phone_accelerometer.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"
--- a/tests/data/processed/features/stz_periodic/ios/phone_accelerometer.csv
+++ b/tests/data/processed/features/stz_periodic/ios/phone_accelerometer.csv
@ -0,0 +1,25 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode"
+"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",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",1.28937969582276,0.939363614368792,1.05318499184708,1.0034191546906,0.137556229175863,0,0,0,0,0,NA,2,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.07350641324114,1.0014397194932,0.198836551737526,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",1.28937969582276,0.939363614368792,1.05318499184708,1.0034191546906,0.137556229175863,0,0,0,0,0,NA,2,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.07350641324114,1.0014397194932,0.198836551737526,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",10.1941809381627,9.95862706400837,10.1167094467006,10.1570148923157,0.110530364083939,0,0,0,0,0,NA,1,1,1,1,1,NA
+"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",10.1941809381627,9.95862706400837,10.1167094467006,10.1570148923157,0.110530364083939,0,0,0,0,0,NA,1,1,1,1,1,NA
+"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",1.28937969582276,0.939363614368792,1.11437165509578,1.11437165509578,0.247498744720446,0,0,0,0,0,NA,1,1,1,1,1,NA
+"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05522580242452,0.99786328336794,0.148926178198475,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05726661300196,0.99230741204528,0.175984761525518,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",10.9625370238827,0.929392812539456,8.43065666952237,10.1570148923157,3.52374481759094,0,0,0,0,0,NA,5,1,1,1,1,0
+"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",10.9625370238827,0.929392812539456,6.82685847872339,9.53796629266428,4.39077787767672,0,0,0,0,0,NA,7,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05522580242452,0.99786328336794,0.148926178198475,0,0,0,0,0,NA,3,1,1,1,1,0
+"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",1.36649222463942,0.924653989338715,1.05726661300196,0.99230741204528,0.175984761525518,0,0,0,0,0,NA,1,1,1,1,1,NA
+"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",0.99230741204528,0.99230741204528,0.99230741204528,0.99230741204528,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
+"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",10.9625370238827,0.924653989338715,5.97451002457787,8.36660026534076,4.54483592446458,0,0,0,0,0,NA,8,1,1,1,1,0
--- a/tests/settings/mtz_event_config.yaml
+++ b/tests/settings/mtz_event_config.yaml
@ -62,15 +62,15 @@ PHONE_DATA_STREAMS:

 # https://www.rapids.science/latest/features/phone-accelerometer/
 PHONE_ACCELEROMETER:
-  CONTAINER: accelerometer
+  CONTAINER: phone_accelerometer_raw.csv
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
      FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
      SRC_SCRIPT: src/features/phone_accelerometer/rapids/main.py
    
    PANDA:
-      COMPUTE: False
+      COMPUTE: True
      VALID_SENSED_MINUTES: False
      FEATURES:
        exertional_activity_episode: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
--- a/tests/settings/mtz_frequency_config.yaml
+++ b/tests/settings/mtz_frequency_config.yaml
@ -62,15 +62,15 @@ PHONE_DATA_STREAMS:

 # https://www.rapids.science/latest/features/phone-accelerometer/
 PHONE_ACCELEROMETER:
-  CONTAINER: accelerometer
+  CONTAINER: phone_accelerometer_raw.csv
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
      FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
      SRC_SCRIPT: src/features/phone_accelerometer/rapids/main.py
    
    PANDA:
-      COMPUTE: False
+      COMPUTE: True
      VALID_SENSED_MINUTES: False
      FEATURES:
        exertional_activity_episode: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
--- a/tests/settings/mtz_periodic_config.yaml
+++ b/tests/settings/mtz_periodic_config.yaml
@ -62,15 +62,15 @@ PHONE_DATA_STREAMS:

 # https://www.rapids.science/latest/features/phone-accelerometer/
 PHONE_ACCELEROMETER:
-  CONTAINER: accelerometer
+  CONTAINER: phone_accelerometer_raw.csv
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
      FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
      SRC_SCRIPT: src/features/phone_accelerometer/rapids/main.py
    
    PANDA:
-      COMPUTE: False
+      COMPUTE: True
      VALID_SENSED_MINUTES: False
      FEATURES:
        exertional_activity_episode: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
--- a/tests/settings/stz_event_config.yaml
+++ b/tests/settings/stz_event_config.yaml
@ -62,15 +62,15 @@ PHONE_DATA_STREAMS:

 # https://www.rapids.science/latest/features/phone-accelerometer/
 PHONE_ACCELEROMETER:
-  CONTAINER: accelerometer
+  CONTAINER: phone_accelerometer_raw.csv
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
      FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
      SRC_SCRIPT: src/features/phone_accelerometer/rapids/main.py
    
    PANDA:
-      COMPUTE: False
+      COMPUTE: True
      VALID_SENSED_MINUTES: False
      FEATURES:
        exertional_activity_episode: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
--- a/tests/settings/stz_frequency_config.yaml
+++ b/tests/settings/stz_frequency_config.yaml
@ -62,15 +62,15 @@ PHONE_DATA_STREAMS:

 # https://www.rapids.science/latest/features/phone-accelerometer/
 PHONE_ACCELEROMETER:
-  CONTAINER: accelerometer
+  CONTAINER: phone_accelerometer_raw.csv
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
      FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
      SRC_SCRIPT: src/features/phone_accelerometer/rapids/main.py
    
    PANDA:
-      COMPUTE: False
+      COMPUTE: True
      VALID_SENSED_MINUTES: False
      FEATURES:
        exertional_activity_episode: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
--- a/tests/settings/stz_periodic_config.yaml
+++ b/tests/settings/stz_periodic_config.yaml
@ -62,15 +62,15 @@ PHONE_DATA_STREAMS:

 # https://www.rapids.science/latest/features/phone-accelerometer/
 PHONE_ACCELEROMETER:
-  CONTAINER: accelerometer
+  CONTAINER: phone_accelerometer_raw.csv
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
      FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"]
      SRC_SCRIPT: src/features/phone_accelerometer/rapids/main.py
    
    PANDA:
-      COMPUTE: False
+      COMPUTE: True
      VALID_SENSED_MINUTES: False
      FEATURES:
        exertional_activity_episode: ["sumduration", "maxduration", "minduration", "avgduration", "medianduration", "stdduration"]
				`@ -0,0 +1 @@`
				"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_accelerometer_rapids_avgmagnitude","phone_accelerometer_rapids_stdmagnitude","phone_accelerometer_rapids_medianmagnitude","phone_accelerometer_rapids_maxmagnitude","phone_accelerometer_rapids_minmagnitude","phone_accelerometer_panda_mediandurationexertionalactivityepisode","phone_accelerometer_panda_sumdurationexertionalactivityepisode","phone_accelerometer_panda_avgdurationexertionalactivityepisode","phone_accelerometer_panda_maxdurationexertionalactivityepisode","phone_accelerometer_panda_stddurationexertionalactivityepisode","phone_accelerometer_panda_mindurationexertionalactivityepisode","phone_accelerometer_panda_mediandurationnonexertionalactivityepisode","phone_accelerometer_panda_mindurationnonexertionalactivityepisode","phone_accelerometer_panda_maxdurationnonexertionalactivityepisode","phone_accelerometer_panda_sumdurationnonexertionalactivityepisode","phone_accelerometer_panda_stddurationnonexertionalactivityepisode","phone_accelerometer_panda_avgdurationnonexertionalactivityepisode"