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Testing, test docs and bugfixes for conversation

pull/98/head
kaguillera 2020-08-28 18:28:00 -04:00
parent cbaf129494
commit 148301d468
26 changed files with 10736 additions and 4437 deletions
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2
docs/develop/test_cases.rst
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@ -100,7 +100,7 @@ Activity Recognition
Conversation
"""""""""""""
- The raw conversation data file contains data for 1 day.
- The raw conversation data file contains data for 2 day.
- The raw conversation data contains records with a sample of both ``datatypes`` (i.e. ``voice/noise`` = ``0``, and ``conversation`` = ``2`` ) as well as rows with for samples of each of the ``inference`` values (i.e. ``silence`` = ``0``, ``noise`` = ``1``, ``voice`` = ``2``, and ``unknown`` = ``3``) for each ``epoch``. The different ``datatype`` and ``inference`` records are randomly distributed throughout the ``epoch``.
- Additionally there are 2 - 5 records for conversations (``datatype`` = 2, and ``inference`` = -1) in each ``epoch`` and for each ``epoch`` except night, there is a conversation record that has a ``double_convo_start`` ``timestamp`` that is from the previous ``epoch``. This is to test the calculations of features across ``epochs``.
- There is a raw conversation data file for both android and iOS platforms (``plugin_studentlife_audio_android_raw.csv`` and ``plugin_studentlife_audio_raw.csv`` respectively).

2
src/features/conversation/conversation_base.py
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@ -20,7 +20,7 @@ def base_conversation_features(conversation_data, day_segment, requested_feature
if not conversation_data.empty:
conversation_features = pd.DataFrame()
conversation_data = conversation_data.drop_duplicates(subset="local_time", keep="first")
conversation_data = conversation_data.drop_duplicates(subset=['local_date','local_time'], keep="first")
if "minutessilence" in features_to_compute:
conversation_features["conversation_" + day_segment + "_minutessilence"] = conversation_data[conversation_data['inference']==0].groupby(["local_date"])['inference'].count()/60

1
src/features/conversation_features.py
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@ -9,6 +9,7 @@ pausedMinutes = snakemake.params["pausedMinutes"]
expectedMinutes = 1440 / (recordingMinutes + pausedMinutes)
conversation_features = pd.DataFrame(columns=["local_date"])
conversation_features = conversation_features.merge(base_conversation_features(conversation_data, day_segment, requested_features,recordingMinutes,pausedMinutes,expectedMinutes), on="local_date", how="outer")
assert len(requested_features) + 1 == conversation_features.shape[1], "The number of features in the output dataframe (=" + str(conversation_features.shape[1]) + ") does not match the expected value (=" + str(len(requested_features)) + " + 1). Verify your conversation feature extraction functions"

5
tests/data/processed/test01/conversation_afternoon.csv
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@ -1,2 +1,3 @@
local_date,conversation_afternoon_minutessilence,conversation_afternoon_minutesnoise,conversation_afternoon_minutesvoice,conversation_afternoon_minutesunknown,conversation_afternoon_countconversation,conversation_afternoon_silencesensedfraction,conversation_afternoon_noisesensedfraction,conversation_afternoon_voicesensedfraction,conversation_afternoon_unknownsensedfraction,conversation_afternoon_silenceexpectedfraction,conversation_afternoon_noiseexpectedfraction,conversation_afternoon_voiceexpectedfraction,conversation_afternoon_unknownexpectedfraction,conversation_afternoon_sumconversationduration,conversation_afternoon_avgconversationduration,conversation_afternoon_sdconversationduration,conversation_afternoon_minconversationduration,conversation_afternoon_maxconversationduration,conversation_afternoon_timefirstconversation,conversation_afternoon_timelastconversation,conversation_afternoon_sumenergy,conversation_afternoon_avgenergy,conversation_afternoon_sdenergy,conversation_afternoon_minenergy,conversation_afternoon_maxenergy
2020-07-07,2.1333333333333333,27.416666666666668,8.266666666666667,1.8,5,0.05384938998737905,0.692048801009676,0.20866638620109385,0.045435422801851075,0.005925925925925926,0.07615740740740741,0.022962962962962966,0.005,12.437950003147126,2.4875900006294254,0.8690951001495368,1.780666669209798,3.9693833351135255,733.0,1038.0,11674618,4901.183039462637,3520.8178232562536,0,11997
local_date,conversation_afternoon_minutessilence,conversation_afternoon_minutesnoise,conversation_afternoon_minutesvoice,conversation_afternoon_minutesunknown,conversation_afternoon_countconversation,conversation_afternoon_silencesensedfraction,conversation_afternoon_noisesensedfraction,conversation_afternoon_voicesensedfraction,conversation_afternoon_unknownsensedfraction,conversation_afternoon_silenceexpectedfraction,conversation_afternoon_noiseexpectedfraction,conversation_afternoon_voiceexpectedfraction,conversation_afternoon_unknownexpectedfraction,conversation_afternoon_sumconversationduration,conversation_afternoon_avgconversationduration,conversation_afternoon_sdconversationduration,conversation_afternoon_minconversationduration,conversation_afternoon_maxconversationduration,conversation_afternoon_timefirstconversation,conversation_afternoon_timelastconversation,conversation_afternoon_noisesumenergy,conversation_afternoon_noiseavgenergy,conversation_afternoon_noisesdenergy,conversation_afternoon_noiseminenergy,conversation_afternoon_noisemaxenergy,conversation_afternoon_voicesumenergy,conversation_afternoon_voiceavgenergy,conversation_afternoon_voicesdenergy,conversation_afternoon_voiceminenergy,conversation_afternoon_voicemaxenergy
2020-07-07,2.1333333333333333,27.416666666666668,8.266666666666667,1.8,5,0.05384938998737905,0.692048801009676,0.20866638620109385,0.045435422801851075,0.005925925925925926,0.07615740740740741,0.022962962962962966,0.005,12.437950003147126,2.4875900006294254,0.8690951001495368,1.780666669209798,3.9693833351135255,733.0,1038.0,9942436,6044.034042553191,3481.1514888929237,15,11997,1506807,3037.9173387096776,1754.9205154010617,5,5998
2020-07-08,0.65,8.883333333333333,2.433333333333333,0.6166666666666667,3,0.051655629139072845,0.7059602649006622,0.1933774834437086,0.04900662251655629,0.0018055555555555557,0.024675925925925924,0.006759259259259258,0.001712962962962963,10.930666665236155,3.643555555078718,2.8616790499886138,0.34016666412353513,5.365416669845581,725.0,1079.0,3300159,6191.667917448405,3457.367505499712,32,11994,434210,2974.041095890411,1728.009925245731,26,5965

1 local_date conversation_afternoon_minutessilence conversation_afternoon_minutesnoise conversation_afternoon_minutesvoice conversation_afternoon_minutesunknown conversation_afternoon_countconversation conversation_afternoon_silencesensedfraction conversation_afternoon_noisesensedfraction conversation_afternoon_voicesensedfraction conversation_afternoon_unknownsensedfraction conversation_afternoon_silenceexpectedfraction conversation_afternoon_noiseexpectedfraction conversation_afternoon_voiceexpectedfraction conversation_afternoon_unknownexpectedfraction conversation_afternoon_sumconversationduration conversation_afternoon_avgconversationduration conversation_afternoon_sdconversationduration conversation_afternoon_minconversationduration conversation_afternoon_maxconversationduration conversation_afternoon_timefirstconversation conversation_afternoon_timelastconversation conversation_afternoon_sumenergy conversation_afternoon_noisesumenergy conversation_afternoon_avgenergy conversation_afternoon_noiseavgenergy conversation_afternoon_sdenergy conversation_afternoon_noisesdenergy conversation_afternoon_minenergy conversation_afternoon_noiseminenergy conversation_afternoon_maxenergy conversation_afternoon_noisemaxenergy conversation_afternoon_voicesumenergy conversation_afternoon_voiceavgenergy conversation_afternoon_voicesdenergy conversation_afternoon_voiceminenergy conversation_afternoon_voicemaxenergy
2 2020-07-07 2.1333333333333333 27.416666666666668 8.266666666666667 1.8 5 0.05384938998737905 0.692048801009676 0.20866638620109385 0.045435422801851075 0.005925925925925926 0.07615740740740741 0.022962962962962966 0.005 12.437950003147126 2.4875900006294254 0.8690951001495368 1.780666669209798 3.9693833351135255 733.0 1038.0 11674618 9942436 4901.183039462637 6044.034042553191 3520.8178232562536 3481.1514888929237 0 15 11997 11997 1506807 3037.9173387096776 1754.9205154010617 5 5998
3 2020-07-08 0.65 8.883333333333333 2.433333333333333 0.6166666666666667 3 0.051655629139072845 0.7059602649006622 0.1933774834437086 0.04900662251655629 0.0018055555555555557 0.024675925925925924 0.006759259259259258 0.001712962962962963 10.930666665236155 3.643555555078718 2.8616790499886138 0.34016666412353513 5.365416669845581 725.0 1079.0 3300159 6191.667917448405 3457.367505499712 32 11994 434210 2974.041095890411 1728.009925245731 26 5965

5
tests/data/processed/test01/conversation_daily.csv
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@ -1,2 +1,3 @@
local_date,conversation_daily_minutessilence,conversation_daily_minutesnoise,conversation_daily_minutesvoice,conversation_daily_minutesunknown,conversation_daily_countconversation,conversation_daily_silencesensedfraction,conversation_daily_noisesensedfraction,conversation_daily_voicesensedfraction,conversation_daily_unknownsensedfraction,conversation_daily_silenceexpectedfraction,conversation_daily_noiseexpectedfraction,conversation_daily_voiceexpectedfraction,conversation_daily_unknownexpectedfraction,conversation_daily_sumconversationduration,conversation_daily_avgconversationduration,conversation_daily_sdconversationduration,conversation_daily_minconversationduration,conversation_daily_maxconversationduration,conversation_daily_timefirstconversation,conversation_daily_timelastconversation,conversation_daily_sumenergy,conversation_daily_avgenergy,conversation_daily_sdenergy,conversation_daily_minenergy,conversation_daily_maxenergy
2020-07-07,3.7,50.63333333333333,15.066666666666666,3.683333333333333,14,0.05062713797035348,0.6928164196123148,0.206157354618016,0.05039908779931585,0.010277777777777778,0.14064814814814813,0.04185185185185185,0.01023148148148148,32.67243332862854,2.3337452377591816,2.374837824698354,0.7180166641871134,10.046433333555857,73.0,1436.0,21622427,4915.305069333939,3516.4999695807187,0,11997
local_date,conversation_daily_minutessilence,conversation_daily_minutesnoise,conversation_daily_minutesvoice,conversation_daily_minutesunknown,conversation_daily_countconversation,conversation_daily_silencesensedfraction,conversation_daily_noisesensedfraction,conversation_daily_voicesensedfraction,conversation_daily_unknownsensedfraction,conversation_daily_silenceexpectedfraction,conversation_daily_noiseexpectedfraction,conversation_daily_voiceexpectedfraction,conversation_daily_unknownexpectedfraction,conversation_daily_sumconversationduration,conversation_daily_avgconversationduration,conversation_daily_sdconversationduration,conversation_daily_minconversationduration,conversation_daily_maxconversationduration,conversation_daily_timefirstconversation,conversation_daily_timelastconversation,conversation_daily_noisesumenergy,conversation_daily_noiseavgenergy,conversation_daily_noisesdenergy,conversation_daily_noiseminenergy,conversation_daily_noisemaxenergy,conversation_daily_voicesumenergy,conversation_daily_voiceavgenergy,conversation_daily_voicesdenergy,conversation_daily_voiceminenergy,conversation_daily_voicemaxenergy
2020-07-07,3.7,50.63333333333333,15.066666666666666,3.683333333333333,14,0.05062713797035348,0.6928164196123148,0.206157354618016,0.05039908779931585,0.010277777777777778,0.14064814814814813,0.04185185185185185,0.01023148148148148,32.67243332862854,2.3337452377591816,2.374837824698354,0.7180166641871134,10.046433333555857,73.0,1436.0,18439355,6069.570441079658,3468.929368777422,13,11997,2734745,3025.1603982300885,1740.005342891663,5,5998
2020-07-08,2.65,35.68333333333333,9.35,2.55,9,0.052753815527538155,0.7103516921035169,0.18613138686131386,0.05076310550763105,0.007361111111111111,0.09912037037037036,0.025972222222222223,0.007083333333333333,34.320483330885565,3.8133870367650626,4.319944870646438,0.2900833328564962,14.262033331394196,77.0,1079.0,12899840,6025.147127510509,3479.798678961238,21,11994,1772024,3158.688057040998,1734.437004379429,15,5983

1 local_date conversation_daily_minutessilence conversation_daily_minutesnoise conversation_daily_minutesvoice conversation_daily_minutesunknown conversation_daily_countconversation conversation_daily_silencesensedfraction conversation_daily_noisesensedfraction conversation_daily_voicesensedfraction conversation_daily_unknownsensedfraction conversation_daily_silenceexpectedfraction conversation_daily_noiseexpectedfraction conversation_daily_voiceexpectedfraction conversation_daily_unknownexpectedfraction conversation_daily_sumconversationduration conversation_daily_avgconversationduration conversation_daily_sdconversationduration conversation_daily_minconversationduration conversation_daily_maxconversationduration conversation_daily_timefirstconversation conversation_daily_timelastconversation conversation_daily_sumenergy conversation_daily_noisesumenergy conversation_daily_avgenergy conversation_daily_noiseavgenergy conversation_daily_sdenergy conversation_daily_noisesdenergy conversation_daily_minenergy conversation_daily_noiseminenergy conversation_daily_maxenergy conversation_daily_noisemaxenergy conversation_daily_voicesumenergy conversation_daily_voiceavgenergy conversation_daily_voicesdenergy conversation_daily_voiceminenergy conversation_daily_voicemaxenergy
2 2020-07-07 3.7 50.63333333333333 15.066666666666666 3.683333333333333 14 0.05062713797035348 0.6928164196123148 0.206157354618016 0.05039908779931585 0.010277777777777778 0.14064814814814813 0.04185185185185185 0.01023148148148148 32.67243332862854 2.3337452377591816 2.374837824698354 0.7180166641871134 10.046433333555857 73.0 1436.0 21622427 18439355 4915.305069333939 6069.570441079658 3516.4999695807187 3468.929368777422 0 13 11997 11997 2734745 3025.1603982300885 1740.005342891663 5 5998
3 2020-07-08 2.65 35.68333333333333 9.35 2.55 9 0.052753815527538155 0.7103516921035169 0.18613138686131386 0.05076310550763105 0.007361111111111111 0.09912037037037036 0.025972222222222223 0.007083333333333333 34.320483330885565 3.8133870367650626 4.319944870646438 0.2900833328564962 14.262033331394196 77.0 1079.0 12899840 6025.147127510509 3479.798678961238 21 11994 1772024 3158.688057040998 1734.437004379429 15 5983

5
tests/data/processed/test01/conversation_evening.csv
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@ -1,2 +1,3 @@
local_date,conversation_evening_minutessilence,conversation_evening_minutesnoise,conversation_evening_minutesvoice,conversation_evening_minutesunknown,conversation_evening_countconversation,conversation_evening_silencesensedfraction,conversation_evening_noisesensedfraction,conversation_evening_voicesensedfraction,conversation_evening_unknownsensedfraction,conversation_evening_silenceexpectedfraction,conversation_evening_noiseexpectedfraction,conversation_evening_voiceexpectedfraction,conversation_evening_unknownexpectedfraction,conversation_evening_sumconversationduration,conversation_evening_avgconversationduration,conversation_evening_sdconversationduration,conversation_evening_minconversationduration,conversation_evening_maxconversationduration,conversation_evening_timefirstconversation,conversation_evening_timelastconversation,conversation_evening_sumenergy,conversation_evening_avgenergy,conversation_evening_sdenergy,conversation_evening_minenergy,conversation_evening_maxenergy
2020-07-07,0.36666666666666664,4.65,1.5166666666666666,0.4166666666666667,3,0.05275779376498801,0.6690647482014389,0.21822541966426856,0.05995203836930456,0.0010185185185185184,0.012916666666666668,0.004212962962962963,0.0011574074074074076,4.880700000127156,1.6269000000423854,0.44788788134076357,1.3510499993960063,2.1436833341916404,1204.0,1436.0,1989527,4736.969047619048,3421.199118663052,0,11997
local_date,conversation_evening_minutessilence,conversation_evening_minutesnoise,conversation_evening_minutesvoice,conversation_evening_minutesunknown,conversation_evening_countconversation,conversation_evening_silencesensedfraction,conversation_evening_noisesensedfraction,conversation_evening_voicesensedfraction,conversation_evening_unknownsensedfraction,conversation_evening_silenceexpectedfraction,conversation_evening_noiseexpectedfraction,conversation_evening_voiceexpectedfraction,conversation_evening_unknownexpectedfraction,conversation_evening_sumconversationduration,conversation_evening_avgconversationduration,conversation_evening_sdconversationduration,conversation_evening_minconversationduration,conversation_evening_maxconversationduration,conversation_evening_timefirstconversation,conversation_evening_timelastconversation,conversation_evening_noisesumenergy,conversation_evening_noiseavgenergy,conversation_evening_noisesdenergy,conversation_evening_noiseminenergy,conversation_evening_noisemaxenergy,conversation_evening_voicesumenergy,conversation_evening_voiceavgenergy,conversation_evening_voicesdenergy,conversation_evening_voiceminenergy,conversation_evening_voicemaxenergy
2020-07-07,0.36666666666666664,4.65,1.5166666666666666,0.4166666666666667,3.0,0.05275779376498801,0.6690647482014389,0.21822541966426856,0.05995203836930456,0.0010185185185185184,0.012916666666666668,0.004212962962962963,0.0011574074074074076,4.880700000127156,1.6269000000423854,0.44788788134076357,1.3510499993960063,2.1436833341916404,1204.0,1436.0,1653662,5927.103942652329,3410.0136025729585,117,11997,288277,3167.879120879121,1716.9777377393546,116,5961
2020-07-08,0.1,2.1,0.7166666666666667,0.06666666666666667,,0.0335195530726257,0.7039106145251397,0.24022346368715083,0.0223463687150838,0.0002777777777777778,0.005833333333333334,0.001990740740740741,0.00018518518518518518,0.0,,,,0.0,,,737899,5856.341269841269,3586.7682415516033,65,11872,138265,3215.4651162790697,1685.612271816093,344,5791

1 local_date conversation_evening_minutessilence conversation_evening_minutesnoise conversation_evening_minutesvoice conversation_evening_minutesunknown conversation_evening_countconversation conversation_evening_silencesensedfraction conversation_evening_noisesensedfraction conversation_evening_voicesensedfraction conversation_evening_unknownsensedfraction conversation_evening_silenceexpectedfraction conversation_evening_noiseexpectedfraction conversation_evening_voiceexpectedfraction conversation_evening_unknownexpectedfraction conversation_evening_sumconversationduration conversation_evening_avgconversationduration conversation_evening_sdconversationduration conversation_evening_minconversationduration conversation_evening_maxconversationduration conversation_evening_timefirstconversation conversation_evening_timelastconversation conversation_evening_sumenergy conversation_evening_noisesumenergy conversation_evening_avgenergy conversation_evening_noiseavgenergy conversation_evening_sdenergy conversation_evening_noisesdenergy conversation_evening_minenergy conversation_evening_noiseminenergy conversation_evening_maxenergy conversation_evening_noisemaxenergy conversation_evening_voicesumenergy conversation_evening_voiceavgenergy conversation_evening_voicesdenergy conversation_evening_voiceminenergy conversation_evening_voicemaxenergy
2 2020-07-07 0.36666666666666664 4.65 1.5166666666666666 0.4166666666666667 3 3.0 0.05275779376498801 0.6690647482014389 0.21822541966426856 0.05995203836930456 0.0010185185185185184 0.012916666666666668 0.004212962962962963 0.0011574074074074076 4.880700000127156 1.6269000000423854 0.44788788134076357 1.3510499993960063 2.1436833341916404 1204.0 1436.0 1989527 1653662 4736.969047619048 5927.103942652329 3421.199118663052 3410.0136025729585 0 117 11997 11997 288277 3167.879120879121 1716.9777377393546 116 5961
3 2020-07-08 0.1 2.1 0.7166666666666667 0.06666666666666667 0.0335195530726257 0.7039106145251397 0.24022346368715083 0.0223463687150838 0.0002777777777777778 0.005833333333333334 0.001990740740740741 0.00018518518518518518 0.0 0.0 737899 5856.341269841269 3586.7682415516033 65 11872 138265 3215.4651162790697 1685.612271816093 344 5791

5
tests/data/processed/test01/conversation_morning.csv
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@ -1,2 +1,3 @@
local_date,conversation_morning_minutessilence,conversation_morning_minutesnoise,conversation_morning_minutesvoice,conversation_morning_minutesunknown,conversation_morning_countconversation,conversation_morning_silencesensedfraction,conversation_morning_noisesensedfraction,conversation_morning_voicesensedfraction,conversation_morning_unknownsensedfraction,conversation_morning_silenceexpectedfraction,conversation_morning_noiseexpectedfraction,conversation_morning_voiceexpectedfraction,conversation_morning_unknownexpectedfraction,conversation_morning_sumconversationduration,conversation_morning_avgconversationduration,conversation_morning_sdconversationduration,conversation_morning_minconversationduration,conversation_morning_maxconversationduration,conversation_morning_timefirstconversation,conversation_morning_timelastconversation,conversation_morning_sumenergy,conversation_morning_avgenergy,conversation_morning_sdenergy,conversation_morning_minenergy,conversation_morning_maxenergy
2020-07-07,0.5,8.266666666666667,2.433333333333333,0.65,4,0.04219409282700422,0.6976090014064699,0.20534458509142053,0.05485232067510549,0.001388888888888889,0.022962962962962966,0.006759259259259258,0.0018055555555555557,4.589333327611287,1.1473333319028218,0.42892803694050957,0.749316664536794,1.6650999983151753,392.0,656.0,3535623,4944.927272727273,3443.3314096066924,0,11985
local_date,conversation_morning_minutessilence,conversation_morning_minutesnoise,conversation_morning_minutesvoice,conversation_morning_minutesunknown,conversation_morning_countconversation,conversation_morning_silencesensedfraction,conversation_morning_noisesensedfraction,conversation_morning_voicesensedfraction,conversation_morning_unknownsensedfraction,conversation_morning_silenceexpectedfraction,conversation_morning_noiseexpectedfraction,conversation_morning_voiceexpectedfraction,conversation_morning_unknownexpectedfraction,conversation_morning_sumconversationduration,conversation_morning_avgconversationduration,conversation_morning_sdconversationduration,conversation_morning_minconversationduration,conversation_morning_maxconversationduration,conversation_morning_timefirstconversation,conversation_morning_timelastconversation,conversation_morning_noisesumenergy,conversation_morning_noiseavgenergy,conversation_morning_noisesdenergy,conversation_morning_noiseminenergy,conversation_morning_noisemaxenergy,conversation_morning_voicesumenergy,conversation_morning_voiceavgenergy,conversation_morning_voicesdenergy,conversation_morning_voiceminenergy,conversation_morning_voicemaxenergy
2020-07-07,0.5,8.266666666666667,2.433333333333333,0.65,4,0.04219409282700422,0.6976090014064699,0.20534458509142053,0.05485232067510549,0.001388888888888889,0.022962962962962966,0.006759259259259258,0.0018055555555555557,4.589333327611287,1.1473333319028218,0.42892803694050957,0.749316664536794,1.6650999983151753,392.0,656.0,3018217,6085.114919354839,3372.11073498322,13,11985,439819,3012.458904109589,1708.9791513294683,18,5974
2020-07-08,0.8166666666666667,8.966666666666667,2.4833333333333334,0.5666666666666667,3,0.06363636363636363,0.6987012987012987,0.19350649350649352,0.04415584415584415,0.0022685185185185187,0.02490740740740741,0.006898148148148148,0.001574074074074074,5.447933332125346,1.8159777773751153,1.3228078214374743,0.2900833328564962,2.638549999396006,481.0,719.0,3328403,6186.622676579926,3507.2428114622626,21,11986,484712,3253.1006711409395,1731.8302018110644,39,5972

1 local_date conversation_morning_minutessilence conversation_morning_minutesnoise conversation_morning_minutesvoice conversation_morning_minutesunknown conversation_morning_countconversation conversation_morning_silencesensedfraction conversation_morning_noisesensedfraction conversation_morning_voicesensedfraction conversation_morning_unknownsensedfraction conversation_morning_silenceexpectedfraction conversation_morning_noiseexpectedfraction conversation_morning_voiceexpectedfraction conversation_morning_unknownexpectedfraction conversation_morning_sumconversationduration conversation_morning_avgconversationduration conversation_morning_sdconversationduration conversation_morning_minconversationduration conversation_morning_maxconversationduration conversation_morning_timefirstconversation conversation_morning_timelastconversation conversation_morning_sumenergy conversation_morning_noisesumenergy conversation_morning_avgenergy conversation_morning_noiseavgenergy conversation_morning_sdenergy conversation_morning_noisesdenergy conversation_morning_minenergy conversation_morning_noiseminenergy conversation_morning_maxenergy conversation_morning_noisemaxenergy conversation_morning_voicesumenergy conversation_morning_voiceavgenergy conversation_morning_voicesdenergy conversation_morning_voiceminenergy conversation_morning_voicemaxenergy
2 2020-07-07 0.5 8.266666666666667 2.433333333333333 0.65 4 0.04219409282700422 0.6976090014064699 0.20534458509142053 0.05485232067510549 0.001388888888888889 0.022962962962962966 0.006759259259259258 0.0018055555555555557 4.589333327611287 1.1473333319028218 0.42892803694050957 0.749316664536794 1.6650999983151753 392.0 656.0 3535623 3018217 4944.927272727273 6085.114919354839 3443.3314096066924 3372.11073498322 0 13 11985 11985 439819 3012.458904109589 1708.9791513294683 18 5974
3 2020-07-08 0.8166666666666667 8.966666666666667 2.4833333333333334 0.5666666666666667 3 0.06363636363636363 0.6987012987012987 0.19350649350649352 0.04415584415584415 0.0022685185185185187 0.02490740740740741 0.006898148148148148 0.001574074074074074 5.447933332125346 1.8159777773751153 1.3228078214374743 0.2900833328564962 2.638549999396006 481.0 719.0 3328403 6186.622676579926 3507.2428114622626 21 11986 484712 3253.1006711409395 1731.8302018110644 39 5972

5
tests/data/processed/test01/conversation_night.csv
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@ -1,2 +1,3 @@
local_date,conversation_night_minutessilence,conversation_night_minutesnoise,conversation_night_minutesvoice,conversation_night_minutesunknown,conversation_night_countconversation,conversation_night_silencesensedfraction,conversation_night_noisesensedfraction,conversation_night_voicesensedfraction,conversation_night_unknownsensedfraction,conversation_night_silenceexpectedfraction,conversation_night_noiseexpectedfraction,conversation_night_voiceexpectedfraction,conversation_night_unknownexpectedfraction,conversation_night_sumconversationduration,conversation_night_avgconversationduration,conversation_night_sdconversationduration,conversation_night_minconversationduration,conversation_night_maxconversationduration,conversation_night_timefirstconversation,conversation_night_timelastconversation,conversation_night_sumenergy,conversation_night_avgenergy,conversation_night_sdenergy,conversation_night_minenergy,conversation_night_maxenergy
2020-07-07,0.7,10.3,2.85,0.8166666666666667,2,0.04772727272727273,0.7022727272727274,0.19431818181818183,0.055681818181818186,0.0019444444444444444,0.02861111111111111,0.007916666666666667,0.0022685185185185187,10.76444999774297,5.382224998871485,6.596186684644267,0.7180166641871134,10.046433333555857,73.0,359.0,4422659,5014.35260770975,3609.249684373919,0,11976
local_date,conversation_night_minutessilence,conversation_night_minutesnoise,conversation_night_minutesvoice,conversation_night_minutesunknown,conversation_night_countconversation,conversation_night_silencesensedfraction,conversation_night_noisesensedfraction,conversation_night_voicesensedfraction,conversation_night_unknownsensedfraction,conversation_night_silenceexpectedfraction,conversation_night_noiseexpectedfraction,conversation_night_voiceexpectedfraction,conversation_night_unknownexpectedfraction,conversation_night_sumconversationduration,conversation_night_avgconversationduration,conversation_night_sdconversationduration,conversation_night_minconversationduration,conversation_night_maxconversationduration,conversation_night_timefirstconversation,conversation_night_timelastconversation,conversation_night_noisesumenergy,conversation_night_noiseavgenergy,conversation_night_noisesdenergy,conversation_night_noiseminenergy,conversation_night_noisemaxenergy,conversation_night_voicesumenergy,conversation_night_voiceavgenergy,conversation_night_voicesdenergy,conversation_night_voiceminenergy,conversation_night_voicemaxenergy
2020-07-07,0.7,10.3,2.85,0.8166666666666667,2,0.04772727272727273,0.7022727272727274,0.19431818181818183,0.055681818181818186,0.0019444444444444444,0.02861111111111111,0.007916666666666667,0.0022685185185185187,10.76444999774297,5.382224998871485,6.596186684644267,0.7180166641871134,10.046433333555857,73.0,359.0,3825040,6189.385113268609,3543.1815292214824,31,11976,499842,2923.0526315789475,1743.7537375482877,54,5982
2020-07-08,1.0833333333333333,15.733333333333333,3.716666666666667,1.3,3,0.04961832061068702,0.7206106870229008,0.1702290076335878,0.05954198473282443,0.0030092592592592593,0.0437037037037037,0.010324074074074074,0.0036111111111111114,17.941883333524068,5.980627777841356,7.185787281636153,1.3935166676839192,14.262033331394196,77.0,359.0,5533379,5861.630296610169,3459.015959830812,49,11981,714837,3205.547085201794,1752.0956065993914,15,5983

1 local_date conversation_night_minutessilence conversation_night_minutesnoise conversation_night_minutesvoice conversation_night_minutesunknown conversation_night_countconversation conversation_night_silencesensedfraction conversation_night_noisesensedfraction conversation_night_voicesensedfraction conversation_night_unknownsensedfraction conversation_night_silenceexpectedfraction conversation_night_noiseexpectedfraction conversation_night_voiceexpectedfraction conversation_night_unknownexpectedfraction conversation_night_sumconversationduration conversation_night_avgconversationduration conversation_night_sdconversationduration conversation_night_minconversationduration conversation_night_maxconversationduration conversation_night_timefirstconversation conversation_night_timelastconversation conversation_night_sumenergy conversation_night_noisesumenergy conversation_night_avgenergy conversation_night_noiseavgenergy conversation_night_sdenergy conversation_night_noisesdenergy conversation_night_minenergy conversation_night_noiseminenergy conversation_night_maxenergy conversation_night_noisemaxenergy conversation_night_voicesumenergy conversation_night_voiceavgenergy conversation_night_voicesdenergy conversation_night_voiceminenergy conversation_night_voicemaxenergy
2 2020-07-07 0.7 10.3 2.85 0.8166666666666667 2 0.04772727272727273 0.7022727272727274 0.19431818181818183 0.055681818181818186 0.0019444444444444444 0.02861111111111111 0.007916666666666667 0.0022685185185185187 10.76444999774297 5.382224998871485 6.596186684644267 0.7180166641871134 10.046433333555857 73.0 359.0 4422659 3825040 5014.35260770975 6189.385113268609 3609.249684373919 3543.1815292214824 0 31 11976 11976 499842 2923.0526315789475 1743.7537375482877 54 5982
3 2020-07-08 1.0833333333333333 15.733333333333333 3.716666666666667 1.3 3 0.04961832061068702 0.7206106870229008 0.1702290076335878 0.05954198473282443 0.0030092592592592593 0.0437037037037037 0.010324074074074074 0.0036111111111111114 17.941883333524068 5.980627777841356 7.185787281636153 1.3935166676839192 14.262033331394196 77.0 359.0 5533379 5861.630296610169 3459.015959830812 49 11981 714837 3205.547085201794 1752.0956065993914 15 5983

5
tests/data/processed/test02/conversation_afternoon.csv
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@ -1,2 +1,3 @@
local_date,conversation_afternoon_minutessilence,conversation_afternoon_minutesnoise,conversation_afternoon_minutesvoice,conversation_afternoon_minutesunknown,conversation_afternoon_countconversation,conversation_afternoon_silencesensedfraction,conversation_afternoon_noisesensedfraction,conversation_afternoon_voicesensedfraction,conversation_afternoon_unknownsensedfraction,conversation_afternoon_silenceexpectedfraction,conversation_afternoon_noiseexpectedfraction,conversation_afternoon_voiceexpectedfraction,conversation_afternoon_unknownexpectedfraction,conversation_afternoon_sumconversationduration,conversation_afternoon_avgconversationduration,conversation_afternoon_sdconversationduration,conversation_afternoon_minconversationduration,conversation_afternoon_maxconversationduration,conversation_afternoon_timefirstconversation,conversation_afternoon_timelastconversation,conversation_afternoon_sumenergy,conversation_afternoon_avgenergy,conversation_afternoon_sdenergy,conversation_afternoon_minenergy,conversation_afternoon_maxenergy
2020-07-07,2.1333333333333333,27.416666666666668,8.266666666666667,1.8,5,0.05384938998737905,0.692048801009676,0.20866638620109385,0.045435422801851075,0.005925925925925926,0.07615740740740741,0.022962962962962966,0.005,12.416666666666668,2.4833333333333334,0.8701053576052348,1.7833333333333334,3.966666666666667,733.0,1038.0,11674618,4901.183039462637,3520.8178232562536,0,11997
local_date,conversation_afternoon_minutessilence,conversation_afternoon_minutesnoise,conversation_afternoon_minutesvoice,conversation_afternoon_minutesunknown,conversation_afternoon_countconversation,conversation_afternoon_silencesensedfraction,conversation_afternoon_noisesensedfraction,conversation_afternoon_voicesensedfraction,conversation_afternoon_unknownsensedfraction,conversation_afternoon_silenceexpectedfraction,conversation_afternoon_noiseexpectedfraction,conversation_afternoon_voiceexpectedfraction,conversation_afternoon_unknownexpectedfraction,conversation_afternoon_sumconversationduration,conversation_afternoon_avgconversationduration,conversation_afternoon_sdconversationduration,conversation_afternoon_minconversationduration,conversation_afternoon_maxconversationduration,conversation_afternoon_timefirstconversation,conversation_afternoon_timelastconversation,conversation_afternoon_noisesumenergy,conversation_afternoon_noiseavgenergy,conversation_afternoon_noisesdenergy,conversation_afternoon_noiseminenergy,conversation_afternoon_noisemaxenergy,conversation_afternoon_voicesumenergy,conversation_afternoon_voiceavgenergy,conversation_afternoon_voicesdenergy,conversation_afternoon_voiceminenergy,conversation_afternoon_voicemaxenergy
2020-07-07,2.1333333333333333,27.416666666666668,8.266666666666667,1.8,5,0.05384938998737905,0.692048801009676,0.20866638620109385,0.045435422801851075,0.005925925925925926,0.07615740740740741,0.022962962962962966,0.005,12.416666666666668,2.4833333333333334,0.8701053576052348,1.7833333333333334,3.966666666666667,733.0,1038.0,9942436,6044.034042553191,3481.1514888929237,15,11997,1506807,3037.9173387096776,1754.9205154010617,5,5998
2020-07-08,0.65,8.883333333333333,2.433333333333333,0.6166666666666667,3,0.051655629139072845,0.7059602649006622,0.1933774834437086,0.04900662251655629,0.0018055555555555557,0.024675925925925924,0.006759259259259258,0.001712962962962963,10.95,3.65,2.858661302855664,0.35,5.366666666666666,725.0,1079.0,3300159,6191.667917448405,3457.367505499712,32,11994,434210,2974.041095890411,1728.009925245731,26,5965

1 local_date conversation_afternoon_minutessilence conversation_afternoon_minutesnoise conversation_afternoon_minutesvoice conversation_afternoon_minutesunknown conversation_afternoon_countconversation conversation_afternoon_silencesensedfraction conversation_afternoon_noisesensedfraction conversation_afternoon_voicesensedfraction conversation_afternoon_unknownsensedfraction conversation_afternoon_silenceexpectedfraction conversation_afternoon_noiseexpectedfraction conversation_afternoon_voiceexpectedfraction conversation_afternoon_unknownexpectedfraction conversation_afternoon_sumconversationduration conversation_afternoon_avgconversationduration conversation_afternoon_sdconversationduration conversation_afternoon_minconversationduration conversation_afternoon_maxconversationduration conversation_afternoon_timefirstconversation conversation_afternoon_timelastconversation conversation_afternoon_sumenergy conversation_afternoon_noisesumenergy conversation_afternoon_avgenergy conversation_afternoon_noiseavgenergy conversation_afternoon_sdenergy conversation_afternoon_noisesdenergy conversation_afternoon_minenergy conversation_afternoon_noiseminenergy conversation_afternoon_maxenergy conversation_afternoon_noisemaxenergy conversation_afternoon_voicesumenergy conversation_afternoon_voiceavgenergy conversation_afternoon_voicesdenergy conversation_afternoon_voiceminenergy conversation_afternoon_voicemaxenergy
2 2020-07-07 2.1333333333333333 27.416666666666668 8.266666666666667 1.8 5 0.05384938998737905 0.692048801009676 0.20866638620109385 0.045435422801851075 0.005925925925925926 0.07615740740740741 0.022962962962962966 0.005 12.416666666666668 2.4833333333333334 0.8701053576052348 1.7833333333333334 3.966666666666667 733.0 1038.0 11674618 9942436 4901.183039462637 6044.034042553191 3520.8178232562536 3481.1514888929237 0 15 11997 11997 1506807 3037.9173387096776 1754.9205154010617 5 5998
3 2020-07-08 0.65 8.883333333333333 2.433333333333333 0.6166666666666667 3 0.051655629139072845 0.7059602649006622 0.1933774834437086 0.04900662251655629 0.0018055555555555557 0.024675925925925924 0.006759259259259258 0.001712962962962963 10.95 3.65 2.858661302855664 0.35 5.366666666666666 725.0 1079.0 3300159 6191.667917448405 3457.367505499712 32 11994 434210 2974.041095890411 1728.009925245731 26 5965

5
tests/data/processed/test02/conversation_daily.csv
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@ -1,2 +1,3 @@
local_date,conversation_daily_minutessilence,conversation_daily_minutesnoise,conversation_daily_minutesvoice,conversation_daily_minutesunknown,conversation_daily_countconversation,conversation_daily_silencesensedfraction,conversation_daily_noisesensedfraction,conversation_daily_voicesensedfraction,conversation_daily_unknownsensedfraction,conversation_daily_silenceexpectedfraction,conversation_daily_noiseexpectedfraction,conversation_daily_voiceexpectedfraction,conversation_daily_unknownexpectedfraction,conversation_daily_sumconversationduration,conversation_daily_avgconversationduration,conversation_daily_sdconversationduration,conversation_daily_minconversationduration,conversation_daily_maxconversationduration,conversation_daily_timefirstconversation,conversation_daily_timelastconversation,conversation_daily_sumenergy,conversation_daily_avgenergy,conversation_daily_sdenergy,conversation_daily_minenergy,conversation_daily_maxenergy
2020-07-07,3.7,50.63333333333333,15.066666666666666,3.683333333333333,14,0.05062713797035348,0.6928164196123148,0.206157354618016,0.05039908779931585,0.010277777777777778,0.14064814814814813,0.04185185185185185,0.01023148148148148,32.666666666666664,2.333333333333333,2.375453173139344,0.7166666666666667,10.05,73.0,1436.0,21622427,4915.305069333939,3516.4999695807187,0,11997
local_date,conversation_daily_minutessilence,conversation_daily_minutesnoise,conversation_daily_minutesvoice,conversation_daily_minutesunknown,conversation_daily_countconversation,conversation_daily_silencesensedfraction,conversation_daily_noisesensedfraction,conversation_daily_voicesensedfraction,conversation_daily_unknownsensedfraction,conversation_daily_silenceexpectedfraction,conversation_daily_noiseexpectedfraction,conversation_daily_voiceexpectedfraction,conversation_daily_unknownexpectedfraction,conversation_daily_sumconversationduration,conversation_daily_avgconversationduration,conversation_daily_sdconversationduration,conversation_daily_minconversationduration,conversation_daily_maxconversationduration,conversation_daily_timefirstconversation,conversation_daily_timelastconversation,conversation_daily_noisesumenergy,conversation_daily_noiseavgenergy,conversation_daily_noisesdenergy,conversation_daily_noiseminenergy,conversation_daily_noisemaxenergy,conversation_daily_voicesumenergy,conversation_daily_voiceavgenergy,conversation_daily_voicesdenergy,conversation_daily_voiceminenergy,conversation_daily_voicemaxenergy
2020-07-07,3.7,50.63333333333333,15.066666666666666,3.683333333333333,14,0.05062713797035348,0.6928164196123148,0.206157354618016,0.05039908779931585,0.010277777777777778,0.14064814814814813,0.04185185185185185,0.01023148148148148,32.666666666666664,2.333333333333333,2.375453173139344,0.7166666666666667,10.05,73.0,1436.0,18439355,6069.570441079658,3468.929368777422,13,11997,2734745,3025.1603982300885,1740.005342891663,5,5998
2020-07-08,2.65,35.68333333333333,9.35,2.55,10,0.052753815527538155,0.7103516921035169,0.18613138686131386,0.05076310550763105,0.007361111111111111,0.09912037037037036,0.025972222222222223,0.007083333333333333,35.95,3.595,4.133124621373335,0.2833333333333333,14.266666666666667,77.0,1198.0,12899840,6025.147127510509,3479.798678961238,21,11994,1772024,3158.688057040998,1734.437004379429,15,5983

1 local_date conversation_daily_minutessilence conversation_daily_minutesnoise conversation_daily_minutesvoice conversation_daily_minutesunknown conversation_daily_countconversation conversation_daily_silencesensedfraction conversation_daily_noisesensedfraction conversation_daily_voicesensedfraction conversation_daily_unknownsensedfraction conversation_daily_silenceexpectedfraction conversation_daily_noiseexpectedfraction conversation_daily_voiceexpectedfraction conversation_daily_unknownexpectedfraction conversation_daily_sumconversationduration conversation_daily_avgconversationduration conversation_daily_sdconversationduration conversation_daily_minconversationduration conversation_daily_maxconversationduration conversation_daily_timefirstconversation conversation_daily_timelastconversation conversation_daily_sumenergy conversation_daily_noisesumenergy conversation_daily_avgenergy conversation_daily_noiseavgenergy conversation_daily_sdenergy conversation_daily_noisesdenergy conversation_daily_minenergy conversation_daily_noiseminenergy conversation_daily_maxenergy conversation_daily_noisemaxenergy conversation_daily_voicesumenergy conversation_daily_voiceavgenergy conversation_daily_voicesdenergy conversation_daily_voiceminenergy conversation_daily_voicemaxenergy
2 2020-07-07 3.7 50.63333333333333 15.066666666666666 3.683333333333333 14 0.05062713797035348 0.6928164196123148 0.206157354618016 0.05039908779931585 0.010277777777777778 0.14064814814814813 0.04185185185185185 0.01023148148148148 32.666666666666664 2.333333333333333 2.375453173139344 0.7166666666666667 10.05 73.0 1436.0 21622427 18439355 4915.305069333939 6069.570441079658 3516.4999695807187 3468.929368777422 0 13 11997 11997 2734745 3025.1603982300885 1740.005342891663 5 5998
3 2020-07-08 2.65 35.68333333333333 9.35 2.55 10 0.052753815527538155 0.7103516921035169 0.18613138686131386 0.05076310550763105 0.007361111111111111 0.09912037037037036 0.025972222222222223 0.007083333333333333 35.95 3.595 4.133124621373335 0.2833333333333333 14.266666666666667 77.0 1198.0 12899840 6025.147127510509 3479.798678961238 21 11994 1772024 3158.688057040998 1734.437004379429 15 5983

5
tests/data/processed/test02/conversation_evening.csv
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@ -1,2 +1,3 @@
local_date,conversation_evening_minutessilence,conversation_evening_minutesnoise,conversation_evening_minutesvoice,conversation_evening_minutesunknown,conversation_evening_countconversation,conversation_evening_silencesensedfraction,conversation_evening_noisesensedfraction,conversation_evening_voicesensedfraction,conversation_evening_unknownsensedfraction,conversation_evening_silenceexpectedfraction,conversation_evening_noiseexpectedfraction,conversation_evening_voiceexpectedfraction,conversation_evening_unknownexpectedfraction,conversation_evening_sumconversationduration,conversation_evening_avgconversationduration,conversation_evening_sdconversationduration,conversation_evening_minconversationduration,conversation_evening_maxconversationduration,conversation_evening_timefirstconversation,conversation_evening_timelastconversation,conversation_evening_sumenergy,conversation_evening_avgenergy,conversation_evening_sdenergy,conversation_evening_minenergy,conversation_evening_maxenergy
2020-07-07,0.36666666666666664,4.65,1.5166666666666666,0.4166666666666667,3,0.05275779376498801,0.6690647482014389,0.21822541966426856,0.05995203836930456,0.0010185185185185184,0.012916666666666668,0.004212962962962963,0.0011574074074074076,4.883333333333333,1.6277777777777775,0.4525647078759177,1.35,2.15,1204.0,1436.0,1989527,4736.969047619048,3421.199118663052,0,11997
local_date,conversation_evening_minutessilence,conversation_evening_minutesnoise,conversation_evening_minutesvoice,conversation_evening_minutesunknown,conversation_evening_countconversation,conversation_evening_silencesensedfraction,conversation_evening_noisesensedfraction,conversation_evening_voicesensedfraction,conversation_evening_unknownsensedfraction,conversation_evening_silenceexpectedfraction,conversation_evening_noiseexpectedfraction,conversation_evening_voiceexpectedfraction,conversation_evening_unknownexpectedfraction,conversation_evening_sumconversationduration,conversation_evening_avgconversationduration,conversation_evening_sdconversationduration,conversation_evening_minconversationduration,conversation_evening_maxconversationduration,conversation_evening_timefirstconversation,conversation_evening_timelastconversation,conversation_evening_noisesumenergy,conversation_evening_noiseavgenergy,conversation_evening_noisesdenergy,conversation_evening_noiseminenergy,conversation_evening_noisemaxenergy,conversation_evening_voicesumenergy,conversation_evening_voiceavgenergy,conversation_evening_voicesdenergy,conversation_evening_voiceminenergy,conversation_evening_voicemaxenergy
2020-07-07,0.36666666666666664,4.65,1.5166666666666666,0.4166666666666667,3,0.05275779376498801,0.6690647482014389,0.21822541966426856,0.05995203836930456,0.0010185185185185184,0.012916666666666668,0.004212962962962963,0.0011574074074074076,4.883333333333333,1.6277777777777775,0.4525647078759177,1.35,2.15,1204.0,1436.0,1653662,5927.103942652329,3410.0136025729585,117,11997,288277,3167.879120879121,1716.9777377393546,116,5961
2020-07-08,0.1,2.1,0.7166666666666667,0.06666666666666667,1,0.0335195530726257,0.7039106145251397,0.24022346368715083,0.0223463687150838,0.0002777777777777778,0.005833333333333334,0.001990740740740741,0.00018518518518518518,1.6166666666666667,1.6166666666666667,,1.6166666666666667,1.6166666666666667,1198.0,1198.0,737899,5856.341269841269,3586.7682415516033,65,11872,138265,3215.4651162790697,1685.612271816093,344,5791

1 local_date conversation_evening_minutessilence conversation_evening_minutesnoise conversation_evening_minutesvoice conversation_evening_minutesunknown conversation_evening_countconversation conversation_evening_silencesensedfraction conversation_evening_noisesensedfraction conversation_evening_voicesensedfraction conversation_evening_unknownsensedfraction conversation_evening_silenceexpectedfraction conversation_evening_noiseexpectedfraction conversation_evening_voiceexpectedfraction conversation_evening_unknownexpectedfraction conversation_evening_sumconversationduration conversation_evening_avgconversationduration conversation_evening_sdconversationduration conversation_evening_minconversationduration conversation_evening_maxconversationduration conversation_evening_timefirstconversation conversation_evening_timelastconversation conversation_evening_sumenergy conversation_evening_noisesumenergy conversation_evening_avgenergy conversation_evening_noiseavgenergy conversation_evening_sdenergy conversation_evening_noisesdenergy conversation_evening_minenergy conversation_evening_noiseminenergy conversation_evening_maxenergy conversation_evening_noisemaxenergy conversation_evening_voicesumenergy conversation_evening_voiceavgenergy conversation_evening_voicesdenergy conversation_evening_voiceminenergy conversation_evening_voicemaxenergy
2 2020-07-07 0.36666666666666664 4.65 1.5166666666666666 0.4166666666666667 3 0.05275779376498801 0.6690647482014389 0.21822541966426856 0.05995203836930456 0.0010185185185185184 0.012916666666666668 0.004212962962962963 0.0011574074074074076 4.883333333333333 1.6277777777777775 0.4525647078759177 1.35 2.15 1204.0 1436.0 1989527 1653662 4736.969047619048 5927.103942652329 3421.199118663052 3410.0136025729585 0 117 11997 11997 288277 3167.879120879121 1716.9777377393546 116 5961
3 2020-07-08 0.1 2.1 0.7166666666666667 0.06666666666666667 1 0.0335195530726257 0.7039106145251397 0.24022346368715083 0.0223463687150838 0.0002777777777777778 0.005833333333333334 0.001990740740740741 0.00018518518518518518 1.6166666666666667 1.6166666666666667 1.6166666666666667 1.6166666666666667 1198.0 1198.0 737899 5856.341269841269 3586.7682415516033 65 11872 138265 3215.4651162790697 1685.612271816093 344 5791

5
tests/data/processed/test02/conversation_morning.csv
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@ -1,2 +1,3 @@
local_date,conversation_morning_minutessilence,conversation_morning_minutesnoise,conversation_morning_minutesvoice,conversation_morning_minutesunknown,conversation_morning_countconversation,conversation_morning_silencesensedfraction,conversation_morning_noisesensedfraction,conversation_morning_voicesensedfraction,conversation_morning_unknownsensedfraction,conversation_morning_silenceexpectedfraction,conversation_morning_noiseexpectedfraction,conversation_morning_voiceexpectedfraction,conversation_morning_unknownexpectedfraction,conversation_morning_sumconversationduration,conversation_morning_avgconversationduration,conversation_morning_sdconversationduration,conversation_morning_minconversationduration,conversation_morning_maxconversationduration,conversation_morning_timefirstconversation,conversation_morning_timelastconversation,conversation_morning_sumenergy,conversation_morning_avgenergy,conversation_morning_sdenergy,conversation_morning_minenergy,conversation_morning_maxenergy
2020-07-07,0.5,8.266666666666667,2.433333333333333,0.65,4,0.04219409282700422,0.6976090014064699,0.20534458509142053,0.05485232067510549,0.001388888888888889,0.022962962962962966,0.006759259259259258,0.0018055555555555557,4.6,1.15,0.4283906144146001,0.75,1.6666666666666667,392.0,656.0,3535623,4944.927272727273,3443.3314096066924,0,11985
local_date,conversation_morning_minutessilence,conversation_morning_minutesnoise,conversation_morning_minutesvoice,conversation_morning_minutesunknown,conversation_morning_countconversation,conversation_morning_silencesensedfraction,conversation_morning_noisesensedfraction,conversation_morning_voicesensedfraction,conversation_morning_unknownsensedfraction,conversation_morning_silenceexpectedfraction,conversation_morning_noiseexpectedfraction,conversation_morning_voiceexpectedfraction,conversation_morning_unknownexpectedfraction,conversation_morning_sumconversationduration,conversation_morning_avgconversationduration,conversation_morning_sdconversationduration,conversation_morning_minconversationduration,conversation_morning_maxconversationduration,conversation_morning_timefirstconversation,conversation_morning_timelastconversation,conversation_morning_noisesumenergy,conversation_morning_noiseavgenergy,conversation_morning_noisesdenergy,conversation_morning_noiseminenergy,conversation_morning_noisemaxenergy,conversation_morning_voicesumenergy,conversation_morning_voiceavgenergy,conversation_morning_voicesdenergy,conversation_morning_voiceminenergy,conversation_morning_voicemaxenergy
2020-07-07,0.5,8.266666666666667,2.433333333333333,0.65,4,0.04219409282700422,0.6976090014064699,0.20534458509142053,0.05485232067510549,0.001388888888888889,0.022962962962962966,0.006759259259259258,0.0018055555555555557,4.6,1.15,0.4283906144146001,0.75,1.6666666666666667,392.0,656.0,3018217,6085.114919354839,3372.11073498322,13,11985,439819,3012.458904109589,1708.9791513294683,18,5974
2020-07-08,0.8166666666666667,8.966666666666667,2.4833333333333334,0.5666666666666667,3,0.06363636363636363,0.6987012987012987,0.19350649350649352,0.04415584415584415,0.0022685185185185187,0.02490740740740741,0.006898148148148148,0.001574074074074074,5.433333333333334,1.8111111111111111,1.3243796591164791,0.2833333333333333,2.6333333333333333,481.0,719.0,3328403,6186.622676579926,3507.2428114622626,21,11986,484712,3253.1006711409395,1731.8302018110644,39,5972

1 local_date conversation_morning_minutessilence conversation_morning_minutesnoise conversation_morning_minutesvoice conversation_morning_minutesunknown conversation_morning_countconversation conversation_morning_silencesensedfraction conversation_morning_noisesensedfraction conversation_morning_voicesensedfraction conversation_morning_unknownsensedfraction conversation_morning_silenceexpectedfraction conversation_morning_noiseexpectedfraction conversation_morning_voiceexpectedfraction conversation_morning_unknownexpectedfraction conversation_morning_sumconversationduration conversation_morning_avgconversationduration conversation_morning_sdconversationduration conversation_morning_minconversationduration conversation_morning_maxconversationduration conversation_morning_timefirstconversation conversation_morning_timelastconversation conversation_morning_sumenergy conversation_morning_noisesumenergy conversation_morning_avgenergy conversation_morning_noiseavgenergy conversation_morning_sdenergy conversation_morning_noisesdenergy conversation_morning_minenergy conversation_morning_noiseminenergy conversation_morning_maxenergy conversation_morning_noisemaxenergy conversation_morning_voicesumenergy conversation_morning_voiceavgenergy conversation_morning_voicesdenergy conversation_morning_voiceminenergy conversation_morning_voicemaxenergy
2 2020-07-07 0.5 8.266666666666667 2.433333333333333 0.65 4 0.04219409282700422 0.6976090014064699 0.20534458509142053 0.05485232067510549 0.001388888888888889 0.022962962962962966 0.006759259259259258 0.0018055555555555557 4.6 1.15 0.4283906144146001 0.75 1.6666666666666667 392.0 656.0 3535623 3018217 4944.927272727273 6085.114919354839 3443.3314096066924 3372.11073498322 0 13 11985 11985 439819 3012.458904109589 1708.9791513294683 18 5974
3 2020-07-08 0.8166666666666667 8.966666666666667 2.4833333333333334 0.5666666666666667 3 0.06363636363636363 0.6987012987012987 0.19350649350649352 0.04415584415584415 0.0022685185185185187 0.02490740740740741 0.006898148148148148 0.001574074074074074 5.433333333333334 1.8111111111111111 1.3243796591164791 0.2833333333333333 2.6333333333333333 481.0 719.0 3328403 6186.622676579926 3507.2428114622626 21 11986 484712 3253.1006711409395 1731.8302018110644 39 5972

5
tests/data/processed/test02/conversation_night.csv
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@ -1,2 +1,3 @@
local_date,conversation_night_minutessilence,conversation_night_minutesnoise,conversation_night_minutesvoice,conversation_night_minutesunknown,conversation_night_countconversation,conversation_night_silencesensedfraction,conversation_night_noisesensedfraction,conversation_night_voicesensedfraction,conversation_night_unknownsensedfraction,conversation_night_silenceexpectedfraction,conversation_night_noiseexpectedfraction,conversation_night_voiceexpectedfraction,conversation_night_unknownexpectedfraction,conversation_night_sumconversationduration,conversation_night_avgconversationduration,conversation_night_sdconversationduration,conversation_night_minconversationduration,conversation_night_maxconversationduration,conversation_night_timefirstconversation,conversation_night_timelastconversation,conversation_night_sumenergy,conversation_night_avgenergy,conversation_night_sdenergy,conversation_night_minenergy,conversation_night_maxenergy
2020-07-07,0.7,10.3,2.85,0.8166666666666667,2,0.04772727272727273,0.7022727272727274,0.19431818181818183,0.055681818181818186,0.0019444444444444444,0.02861111111111111,0.007916666666666667,0.0022685185185185187,10.766666666666667,5.383333333333334,6.599663291074444,0.7166666666666667,10.05,73.0,359.0,4422659,5014.35260770975,3609.249684373919,0,11976
local_date,conversation_night_minutessilence,conversation_night_minutesnoise,conversation_night_minutesvoice,conversation_night_minutesunknown,conversation_night_countconversation,conversation_night_silencesensedfraction,conversation_night_noisesensedfraction,conversation_night_voicesensedfraction,conversation_night_unknownsensedfraction,conversation_night_silenceexpectedfraction,conversation_night_noiseexpectedfraction,conversation_night_voiceexpectedfraction,conversation_night_unknownexpectedfraction,conversation_night_sumconversationduration,conversation_night_avgconversationduration,conversation_night_sdconversationduration,conversation_night_minconversationduration,conversation_night_maxconversationduration,conversation_night_timefirstconversation,conversation_night_timelastconversation,conversation_night_noisesumenergy,conversation_night_noiseavgenergy,conversation_night_noisesdenergy,conversation_night_noiseminenergy,conversation_night_noisemaxenergy,conversation_night_voicesumenergy,conversation_night_voiceavgenergy,conversation_night_voicesdenergy,conversation_night_voiceminenergy,conversation_night_voicemaxenergy
2020-07-07,0.7,10.3,2.85,0.8166666666666667,2,0.04772727272727273,0.7022727272727274,0.19431818181818183,0.055681818181818186,0.0019444444444444444,0.02861111111111111,0.007916666666666667,0.0022685185185185187,10.766666666666667,5.383333333333334,6.599663291074444,0.7166666666666667,10.05,73.0,359.0,3825040,6189.385113268609,3543.1815292214824,31,11976,499842,2923.0526315789475,1743.7537375482877,54,5982
2020-07-08,1.0833333333333333,15.733333333333333,3.716666666666667,1.3,3,0.04961832061068702,0.7206106870229008,0.1702290076335878,0.05954198473282443,0.0030092592592592593,0.0437037037037037,0.010324074074074074,0.0036111111111111114,17.95,5.983333333333333,7.187160620006888,1.4,14.266666666666667,77.0,359.0,5533379,5861.630296610169,3459.015959830812,49,11981,714837,3205.547085201794,1752.0956065993914,15,5983

1 local_date conversation_night_minutessilence conversation_night_minutesnoise conversation_night_minutesvoice conversation_night_minutesunknown conversation_night_countconversation conversation_night_silencesensedfraction conversation_night_noisesensedfraction conversation_night_voicesensedfraction conversation_night_unknownsensedfraction conversation_night_silenceexpectedfraction conversation_night_noiseexpectedfraction conversation_night_voiceexpectedfraction conversation_night_unknownexpectedfraction conversation_night_sumconversationduration conversation_night_avgconversationduration conversation_night_sdconversationduration conversation_night_minconversationduration conversation_night_maxconversationduration conversation_night_timefirstconversation conversation_night_timelastconversation conversation_night_sumenergy conversation_night_noisesumenergy conversation_night_avgenergy conversation_night_noiseavgenergy conversation_night_sdenergy conversation_night_noisesdenergy conversation_night_minenergy conversation_night_noiseminenergy conversation_night_maxenergy conversation_night_noisemaxenergy conversation_night_voicesumenergy conversation_night_voiceavgenergy conversation_night_voicesdenergy conversation_night_voiceminenergy conversation_night_voicemaxenergy
2 2020-07-07 0.7 10.3 2.85 0.8166666666666667 2 0.04772727272727273 0.7022727272727274 0.19431818181818183 0.055681818181818186 0.0019444444444444444 0.02861111111111111 0.007916666666666667 0.0022685185185185187 10.766666666666667 5.383333333333334 6.599663291074444 0.7166666666666667 10.05 73.0 359.0 4422659 3825040 5014.35260770975 6189.385113268609 3609.249684373919 3543.1815292214824 0 31 11976 11976 499842 2923.0526315789475 1743.7537375482877 54 5982
3 2020-07-08 1.0833333333333333 15.733333333333333 3.716666666666667 1.3 3 0.04961832061068702 0.7206106870229008 0.1702290076335878 0.05954198473282443 0.0030092592592592593 0.0437037037037037 0.010324074074074074 0.0036111111111111114 17.95 5.983333333333333 7.187160620006888 1.4 14.266666666666667 77.0 359.0 5533379 5861.630296610169 3459.015959830812 49 11981 714837 3205.547085201794 1752.0956065993914 15 5983

2
tests/data/processed/test03/conversation_afternoon.csv
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@ -1 +1 @@
local_date,conversation_afternoon_maxenergy,conversation_afternoon_unknownexpectedfraction,conversation_afternoon_avgconversationduration,conversation_afternoon_unknownsensedfraction,conversation_afternoon_noisesensedfraction,conversation_afternoon_minutesvoice,conversation_afternoon_maxconversationduration,conversation_afternoon_avgenergy,conversation_afternoon_sdconversationduration,conversation_afternoon_silenceexpectedfraction,conversation_afternoon_noiseexpectedfraction,conversation_afternoon_minutesnoise,conversation_afternoon_voicesensedfraction,conversation_afternoon_silencesensedfraction,conversation_afternoon_minenergy,conversation_afternoon_timelastconversation,conversation_afternoon_voiceexpectedfraction,conversation_afternoon_timefirstconversation,conversation_afternoon_minutesunknown,conversation_afternoon_sumconversationduration,conversation_afternoon_minconversationduration,conversation_afternoon_sumenergy,conversation_afternoon_sdenergy,conversation_afternoon_countconversation,conversation_afternoon_minutessilence
local_date,conversation_afternoon_minutessilence,conversation_afternoon_voicesumenergy,conversation_afternoon_unknownsensedfraction,conversation_afternoon_voiceexpectedfraction,conversation_afternoon_timelastconversation,conversation_afternoon_sdconversationduration,conversation_afternoon_noisesdenergy,conversation_afternoon_voicesensedfraction,conversation_afternoon_unknownexpectedfraction,conversation_afternoon_sumconversationduration,conversation_afternoon_noisemaxenergy,conversation_afternoon_silenceexpectedfraction,conversation_afternoon_timefirstconversation,conversation_afternoon_noiseexpectedfraction,conversation_afternoon_avgconversationduration,conversation_afternoon_countconversation,conversation_afternoon_maxconversationduration,conversation_afternoon_voicemaxenergy,conversation_afternoon_noisesumenergy,conversation_afternoon_voicesdenergy,conversation_afternoon_minutesunknown,conversation_afternoon_noisesensedfraction,conversation_afternoon_noiseavgenergy,conversation_afternoon_minutesnoise,conversation_afternoon_voiceminenergy,conversation_afternoon_noiseminenergy,conversation_afternoon_minutesvoice,conversation_afternoon_voiceavgenergy,conversation_afternoon_minconversationduration,conversation_afternoon_silencesensedfraction

1 local_date conversation_afternoon_maxenergy conversation_afternoon_minutessilence conversation_afternoon_voicesumenergy conversation_afternoon_unknownsensedfraction conversation_afternoon_voiceexpectedfraction conversation_afternoon_timelastconversation conversation_afternoon_sdconversationduration conversation_afternoon_noisesdenergy conversation_afternoon_avgenergy conversation_afternoon_voicesensedfraction conversation_afternoon_unknownexpectedfraction conversation_afternoon_sumconversationduration conversation_afternoon_noisemaxenergy conversation_afternoon_silenceexpectedfraction conversation_afternoon_timefirstconversation conversation_afternoon_noiseexpectedfraction conversation_afternoon_minenergy conversation_afternoon_avgconversationduration conversation_afternoon_countconversation conversation_afternoon_maxconversationduration conversation_afternoon_voicemaxenergy conversation_afternoon_noisesumenergy conversation_afternoon_voicesdenergy conversation_afternoon_minutesunknown conversation_afternoon_sumenergy conversation_afternoon_noisesensedfraction conversation_afternoon_sdenergy conversation_afternoon_noiseavgenergy conversation_afternoon_minutesnoise conversation_afternoon_voiceminenergy conversation_afternoon_noiseminenergy conversation_afternoon_minutesvoice conversation_afternoon_voiceavgenergy conversation_afternoon_minconversationduration conversation_afternoon_silencesensedfraction

2
tests/data/processed/test03/conversation_daily.csv
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@ -1 +1 @@
local_date,conversation_daily_unknownsensedfraction,conversation_daily_sumconversationduration,conversation_daily_maxenergy,conversation_daily_unknownexpectedfraction,conversation_daily_minutesvoice,conversation_daily_minutessilence,conversation_daily_avgenergy,conversation_daily_minenergy,conversation_daily_timelastconversation,conversation_daily_sdconversationduration,conversation_daily_silenceexpectedfraction,conversation_daily_noiseexpectedfraction,conversation_daily_voicesensedfraction,conversation_daily_sdenergy,conversation_daily_maxconversationduration,conversation_daily_avgconversationduration,conversation_daily_sumenergy,conversation_daily_voiceexpectedfraction,conversation_daily_minutesnoise,conversation_daily_minutesunknown,conversation_daily_noisesensedfraction,conversation_daily_minconversationduration,conversation_daily_timefirstconversation,conversation_daily_countconversation,conversation_daily_silencesensedfraction
local_date,conversation_daily_timelastconversation,conversation_daily_noisesumenergy,conversation_daily_voiceminenergy,conversation_daily_noisesdenergy,conversation_daily_voiceexpectedfraction,conversation_daily_sdconversationduration,conversation_daily_noisemaxenergy,conversation_daily_noiseavgenergy,conversation_daily_minutesvoice,conversation_daily_voicesensedfraction,conversation_daily_countconversation,conversation_daily_voicesumenergy,conversation_daily_minutesunknown,conversation_daily_noisesensedfraction,conversation_daily_unknownexpectedfraction,conversation_daily_silencesensedfraction,conversation_daily_minutesnoise,conversation_daily_silenceexpectedfraction,conversation_daily_avgconversationduration,conversation_daily_minconversationduration,conversation_daily_noiseexpectedfraction,conversation_daily_voiceavgenergy,conversation_daily_maxconversationduration,conversation_daily_sumconversationduration,conversation_daily_voicesdenergy,conversation_daily_noiseminenergy,conversation_daily_voicemaxenergy,conversation_daily_minutessilence,conversation_daily_timefirstconversation,conversation_daily_unknownsensedfraction

1 local_date conversation_daily_timelastconversation conversation_daily_noisesumenergy conversation_daily_maxenergy conversation_daily_voiceminenergy conversation_daily_noisesdenergy conversation_daily_voiceexpectedfraction conversation_daily_sdconversationduration conversation_daily_avgenergy conversation_daily_noisemaxenergy conversation_daily_minenergy conversation_daily_noiseavgenergy conversation_daily_minutesvoice conversation_daily_voicesensedfraction conversation_daily_countconversation conversation_daily_voicesumenergy conversation_daily_minutesunknown conversation_daily_sdenergy conversation_daily_noisesensedfraction conversation_daily_unknownexpectedfraction conversation_daily_silencesensedfraction conversation_daily_sumenergy conversation_daily_minutesnoise conversation_daily_silenceexpectedfraction conversation_daily_avgconversationduration conversation_daily_minconversationduration conversation_daily_noiseexpectedfraction conversation_daily_voiceavgenergy conversation_daily_maxconversationduration conversation_daily_sumconversationduration conversation_daily_voicesdenergy conversation_daily_noiseminenergy conversation_daily_voicemaxenergy conversation_daily_minutessilence conversation_daily_timefirstconversation conversation_daily_unknownsensedfraction

2
tests/data/processed/test03/conversation_evening.csv
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@ -1 +1 @@
local_date,conversation_evening_noiseexpectedfraction,conversation_evening_minenergy,conversation_evening_noisesensedfraction,conversation_evening_voicesensedfraction,conversation_evening_sdenergy,conversation_evening_unknownsensedfraction,conversation_evening_minutesvoice,conversation_evening_minutesunknown,conversation_evening_minutesnoise,conversation_evening_timelastconversation,conversation_evening_silenceexpectedfraction,conversation_evening_timefirstconversation,conversation_evening_minutessilence,conversation_evening_silencesensedfraction,conversation_evening_sdconversationduration,conversation_evening_countconversation,conversation_evening_maxconversationduration,conversation_evening_unknownexpectedfraction,conversation_evening_avgenergy,conversation_evening_voiceexpectedfraction,conversation_evening_minconversationduration,conversation_evening_maxenergy,conversation_evening_sumenergy,conversation_evening_sumconversationduration,conversation_evening_avgconversationduration
local_date,conversation_evening_sumconversationduration,conversation_evening_sdconversationduration,conversation_evening_countconversation,conversation_evening_voicemaxenergy,conversation_evening_voicesensedfraction,conversation_evening_timefirstconversation,conversation_evening_unknownexpectedfraction,conversation_evening_timelastconversation,conversation_evening_noisesumenergy,conversation_evening_minutessilence,conversation_evening_voicesumenergy,conversation_evening_noisesensedfraction,conversation_evening_minconversationduration,conversation_evening_minutesvoice,conversation_evening_maxconversationduration,conversation_evening_minutesnoise,conversation_evening_noisemaxenergy,conversation_evening_noisesdenergy,conversation_evening_noiseexpectedfraction,conversation_evening_noiseminenergy,conversation_evening_noiseavgenergy,conversation_evening_unknownsensedfraction,conversation_evening_silencesensedfraction,conversation_evening_voiceavgenergy,conversation_evening_silenceexpectedfraction,conversation_evening_voicesdenergy,conversation_evening_voiceminenergy,conversation_evening_avgconversationduration,conversation_evening_minutesunknown,conversation_evening_voiceexpectedfraction

1 local_date conversation_evening_sumconversationduration conversation_evening_minenergy conversation_evening_sdconversationduration conversation_evening_countconversation conversation_evening_voicemaxenergy conversation_evening_sdenergy conversation_evening_voicesensedfraction conversation_evening_timefirstconversation conversation_evening_unknownexpectedfraction conversation_evening_timelastconversation conversation_evening_noisesumenergy conversation_evening_minutessilence conversation_evening_voicesumenergy conversation_evening_noisesensedfraction conversation_evening_minconversationduration conversation_evening_minutesvoice conversation_evening_maxconversationduration conversation_evening_minutesnoise conversation_evening_noisemaxenergy conversation_evening_noisesdenergy conversation_evening_avgenergy conversation_evening_noiseexpectedfraction conversation_evening_noiseminenergy conversation_evening_noiseavgenergy conversation_evening_maxenergy conversation_evening_unknownsensedfraction conversation_evening_sumenergy conversation_evening_silencesensedfraction conversation_evening_voiceavgenergy conversation_evening_silenceexpectedfraction conversation_evening_voicesdenergy conversation_evening_voiceminenergy conversation_evening_avgconversationduration conversation_evening_minutesunknown conversation_evening_voiceexpectedfraction

2
tests/data/processed/test03/conversation_morning.csv
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@ -1 +1 @@
local_date,conversation_morning_unknownexpectedfraction,conversation_morning_voicesensedfraction,conversation_morning_avgconversationduration,conversation_morning_minconversationduration,conversation_morning_sumconversationduration,conversation_morning_unknownsensedfraction,conversation_morning_sdconversationduration,conversation_morning_avgenergy,conversation_morning_minutesunknown,conversation_morning_timefirstconversation,conversation_morning_minenergy,conversation_morning_timelastconversation,conversation_morning_silenceexpectedfraction,conversation_morning_minutesnoise,conversation_morning_sumenergy,conversation_morning_silencesensedfraction,conversation_morning_maxenergy,conversation_morning_voiceexpectedfraction,conversation_morning_sdenergy,conversation_morning_minutesvoice,conversation_morning_maxconversationduration,conversation_morning_noiseexpectedfraction,conversation_morning_minutessilence,conversation_morning_noisesensedfraction,conversation_morning_countconversation
local_date,conversation_morning_sumconversationduration,conversation_morning_voicesumenergy,conversation_morning_noisesensedfraction,conversation_morning_timelastconversation,conversation_morning_noiseexpectedfraction,conversation_morning_minutesnoise,conversation_morning_voiceminenergy,conversation_morning_maxconversationduration,conversation_morning_avgconversationduration,conversation_morning_voicesdenergy,conversation_morning_noiseavgenergy,conversation_morning_unknownsensedfraction,conversation_morning_noisesdenergy,conversation_morning_minutessilence,conversation_morning_timefirstconversation,conversation_morning_minutesvoice,conversation_morning_minconversationduration,conversation_morning_silencesensedfraction,conversation_morning_unknownexpectedfraction,conversation_morning_noisemaxenergy,conversation_morning_voicesensedfraction,conversation_morning_countconversation,conversation_morning_silenceexpectedfraction,conversation_morning_noiseminenergy,conversation_morning_voiceexpectedfraction,conversation_morning_voicemaxenergy,conversation_morning_noisesumenergy,conversation_morning_minutesunknown,conversation_morning_sdconversationduration,conversation_morning_voiceavgenergy

1 local_date conversation_morning_sumconversationduration conversation_morning_voicesumenergy conversation_morning_noisesensedfraction conversation_morning_timelastconversation conversation_morning_noiseexpectedfraction conversation_morning_minutesnoise conversation_morning_voiceminenergy conversation_morning_avgenergy conversation_morning_maxconversationduration conversation_morning_avgconversationduration conversation_morning_voicesdenergy conversation_morning_minenergy conversation_morning_noiseavgenergy conversation_morning_unknownsensedfraction conversation_morning_noisesdenergy conversation_morning_minutessilence conversation_morning_sumenergy conversation_morning_timefirstconversation conversation_morning_minutesvoice conversation_morning_maxenergy conversation_morning_minconversationduration conversation_morning_silencesensedfraction conversation_morning_sdenergy conversation_morning_unknownexpectedfraction conversation_morning_noisemaxenergy conversation_morning_voicesensedfraction conversation_morning_countconversation conversation_morning_silenceexpectedfraction conversation_morning_noiseminenergy conversation_morning_voiceexpectedfraction conversation_morning_voicemaxenergy conversation_morning_noisesumenergy conversation_morning_minutesunknown conversation_morning_sdconversationduration conversation_morning_voiceavgenergy

2
tests/data/processed/test03/conversation_night.csv
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@ -1 +1 @@
local_date,conversation_night_minenergy,conversation_night_voicesensedfraction,conversation_night_noisesensedfraction,conversation_night_minutesunknown,conversation_night_timelastconversation,conversation_night_avgconversationduration,conversation_night_sdconversationduration,conversation_night_silenceexpectedfraction,conversation_night_minconversationduration,conversation_night_sumenergy,conversation_night_maxconversationduration,conversation_night_minutessilence,conversation_night_maxenergy,conversation_night_unknownsensedfraction,conversation_night_noiseexpectedfraction,conversation_night_minutesvoice,conversation_night_avgenergy,conversation_night_minutesnoise,conversation_night_timefirstconversation,conversation_night_unknownexpectedfraction,conversation_night_voiceexpectedfraction,conversation_night_sdenergy,conversation_night_silencesensedfraction,conversation_night_countconversation,conversation_night_sumconversationduration
local_date,conversation_night_minutessilence,conversation_night_minutesnoise,conversation_night_voiceminenergy,conversation_night_minconversationduration,conversation_night_voicesumenergy,conversation_night_voicemaxenergy,conversation_night_noiseavgenergy,conversation_night_avgconversationduration,conversation_night_unknownsensedfraction,conversation_night_silenceexpectedfraction,conversation_night_noiseminenergy,conversation_night_noisesensedfraction,conversation_night_unknownexpectedfraction,conversation_night_countconversation,conversation_night_minutesunknown,conversation_night_noisesumenergy,conversation_night_noisemaxenergy,conversation_night_timefirstconversation,conversation_night_sdconversationduration,conversation_night_maxconversationduration,conversation_night_noiseexpectedfraction,conversation_night_minutesvoice,conversation_night_silencesensedfraction,conversation_night_sumconversationduration,conversation_night_timelastconversation,conversation_night_voicesdenergy,conversation_night_voicesensedfraction,conversation_night_noisesdenergy,conversation_night_voiceexpectedfraction,conversation_night_voiceavgenergy

1 local_date conversation_night_minenergy conversation_night_minutessilence conversation_night_minutesnoise conversation_night_voiceminenergy conversation_night_minconversationduration conversation_night_voicesumenergy conversation_night_voicemaxenergy conversation_night_noiseavgenergy conversation_night_avgconversationduration conversation_night_unknownsensedfraction conversation_night_sumenergy conversation_night_silenceexpectedfraction conversation_night_noiseminenergy conversation_night_noisesensedfraction conversation_night_maxenergy conversation_night_unknownexpectedfraction conversation_night_countconversation conversation_night_minutesunknown conversation_night_noisesumenergy conversation_night_avgenergy conversation_night_noisemaxenergy conversation_night_timefirstconversation conversation_night_sdconversationduration conversation_night_maxconversationduration conversation_night_noiseexpectedfraction conversation_night_sdenergy conversation_night_minutesvoice conversation_night_silencesensedfraction conversation_night_sumconversationduration conversation_night_timelastconversation conversation_night_voicesdenergy conversation_night_voicesensedfraction conversation_night_noisesdenergy conversation_night_voiceexpectedfraction conversation_night_voiceavgenergy

2
tests/data/processed/test04/conversation_afternoon.csv
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@ -1 +1 @@
local_date,conversation_afternoon_sdconversationduration,conversation_afternoon_noisesensedfraction,conversation_afternoon_timefirstconversation,conversation_afternoon_noiseexpectedfraction,conversation_afternoon_silencesensedfraction,conversation_afternoon_minutesnoise,conversation_afternoon_voicesensedfraction,conversation_afternoon_silenceexpectedfraction,conversation_afternoon_minutesunknown,conversation_afternoon_minconversationduration,conversation_afternoon_countconversation,conversation_afternoon_maxenergy,conversation_afternoon_sumconversationduration,conversation_afternoon_unknownsensedfraction,conversation_afternoon_sdenergy,conversation_afternoon_minutesvoice,conversation_afternoon_minutessilence,conversation_afternoon_timelastconversation,conversation_afternoon_sumenergy,conversation_afternoon_maxconversationduration,conversation_afternoon_avgenergy,conversation_afternoon_avgconversationduration,conversation_afternoon_minenergy,conversation_afternoon_voiceexpectedfraction,conversation_afternoon_unknownexpectedfraction
local_date,conversation_afternoon_minutessilence,conversation_afternoon_sumconversationduration,conversation_afternoon_sdconversationduration,conversation_afternoon_voicesensedfraction,conversation_afternoon_timelastconversation,conversation_afternoon_minutesvoice,conversation_afternoon_avgconversationduration,conversation_afternoon_unknownsensedfraction,conversation_afternoon_voiceexpectedfraction,conversation_afternoon_voicesdenergy,conversation_afternoon_noiseminenergy,conversation_afternoon_unknownexpectedfraction,conversation_afternoon_minconversationduration,conversation_afternoon_noisesensedfraction,conversation_afternoon_voiceavgenergy,conversation_afternoon_voicemaxenergy,conversation_afternoon_timefirstconversation,conversation_afternoon_noiseavgenergy,conversation_afternoon_silenceexpectedfraction,conversation_afternoon_minutesunknown,conversation_afternoon_voiceminenergy,conversation_afternoon_noisemaxenergy,conversation_afternoon_noisesumenergy,conversation_afternoon_voicesumenergy,conversation_afternoon_maxconversationduration,conversation_afternoon_noisesdenergy,conversation_afternoon_noiseexpectedfraction,conversation_afternoon_silencesensedfraction,conversation_afternoon_minutesnoise,conversation_afternoon_countconversation

1 local_date conversation_afternoon_minutessilence conversation_afternoon_sumconversationduration conversation_afternoon_sdconversationduration conversation_afternoon_voicesensedfraction conversation_afternoon_timelastconversation conversation_afternoon_minutesvoice conversation_afternoon_avgconversationduration conversation_afternoon_unknownsensedfraction conversation_afternoon_voiceexpectedfraction conversation_afternoon_voicesdenergy conversation_afternoon_noiseminenergy conversation_afternoon_maxenergy conversation_afternoon_unknownexpectedfraction conversation_afternoon_minconversationduration conversation_afternoon_noisesensedfraction conversation_afternoon_sdenergy conversation_afternoon_voiceavgenergy conversation_afternoon_voicemaxenergy conversation_afternoon_timefirstconversation conversation_afternoon_noiseavgenergy conversation_afternoon_sumenergy conversation_afternoon_silenceexpectedfraction conversation_afternoon_minutesunknown conversation_afternoon_avgenergy conversation_afternoon_voiceminenergy conversation_afternoon_noisemaxenergy conversation_afternoon_minenergy conversation_afternoon_noisesumenergy conversation_afternoon_voicesumenergy conversation_afternoon_maxconversationduration conversation_afternoon_noisesdenergy conversation_afternoon_noiseexpectedfraction conversation_afternoon_silencesensedfraction conversation_afternoon_minutesnoise conversation_afternoon_countconversation

2
tests/data/processed/test04/conversation_daily.csv
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@ -1 +1 @@
local_date,conversation_daily_timelastconversation,conversation_daily_maxenergy,conversation_daily_minutesunknown,conversation_daily_silenceexpectedfraction,conversation_daily_silencesensedfraction,conversation_daily_minutesnoise,conversation_daily_timefirstconversation,conversation_daily_minconversationduration,conversation_daily_voiceexpectedfraction,conversation_daily_minutesvoice,conversation_daily_sumenergy,conversation_daily_avgenergy,conversation_daily_noiseexpectedfraction,conversation_daily_avgconversationduration,conversation_daily_sdenergy,conversation_daily_minutessilence,conversation_daily_countconversation,conversation_daily_maxconversationduration,conversation_daily_sumconversationduration,conversation_daily_unknownexpectedfraction,conversation_daily_voicesensedfraction,conversation_daily_minenergy,conversation_daily_unknownsensedfraction,conversation_daily_noisesensedfraction,conversation_daily_sdconversationduration
local_date,conversation_daily_avgconversationduration,conversation_daily_timefirstconversation,conversation_daily_noiseminenergy,conversation_daily_minutessilence,conversation_daily_voicemaxenergy,conversation_daily_voicesensedfraction,conversation_daily_minutesvoice,conversation_daily_voiceavgenergy,conversation_daily_sdconversationduration,conversation_daily_maxconversationduration,conversation_daily_noisesumenergy,conversation_daily_noisesdenergy,conversation_daily_minutesnoise,conversation_daily_noiseexpectedfraction,conversation_daily_noisesensedfraction,conversation_daily_voicesumenergy,conversation_daily_silenceexpectedfraction,conversation_daily_noiseavgenergy,conversation_daily_voiceexpectedfraction,conversation_daily_noisemaxenergy,conversation_daily_minutesunknown,conversation_daily_minconversationduration,conversation_daily_voiceminenergy,conversation_daily_unknownexpectedfraction,conversation_daily_sumconversationduration,conversation_daily_silencesensedfraction,conversation_daily_voicesdenergy,conversation_daily_unknownsensedfraction,conversation_daily_timelastconversation,conversation_daily_countconversation

1 local_date conversation_daily_avgconversationduration conversation_daily_maxenergy conversation_daily_timefirstconversation conversation_daily_noiseminenergy conversation_daily_minutessilence conversation_daily_voicemaxenergy conversation_daily_voicesensedfraction conversation_daily_minutesvoice conversation_daily_voiceavgenergy conversation_daily_sdconversationduration conversation_daily_maxconversationduration conversation_daily_sumenergy conversation_daily_noisesumenergy conversation_daily_avgenergy conversation_daily_noisesdenergy conversation_daily_minutesnoise conversation_daily_noiseexpectedfraction conversation_daily_sdenergy conversation_daily_noisesensedfraction conversation_daily_voicesumenergy conversation_daily_silenceexpectedfraction conversation_daily_noiseavgenergy conversation_daily_voiceexpectedfraction conversation_daily_noisemaxenergy conversation_daily_minutesunknown conversation_daily_minenergy conversation_daily_minconversationduration conversation_daily_voiceminenergy conversation_daily_unknownexpectedfraction conversation_daily_sumconversationduration conversation_daily_silencesensedfraction conversation_daily_voicesdenergy conversation_daily_unknownsensedfraction conversation_daily_timelastconversation conversation_daily_countconversation

2
tests/data/processed/test04/conversation_evening.csv
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@ -1 +1 @@
local_date,conversation_evening_avgconversationduration,conversation_evening_maxenergy,conversation_evening_minenergy,conversation_evening_minconversationduration,conversation_evening_minutesunknown,conversation_evening_noiseexpectedfraction,conversation_evening_minutesnoise,conversation_evening_noisesensedfraction,conversation_evening_sdconversationduration,conversation_evening_silenceexpectedfraction,conversation_evening_minutesvoice,conversation_evening_unknownsensedfraction,conversation_evening_voicesensedfraction,conversation_evening_sumenergy,conversation_evening_unknownexpectedfraction,conversation_evening_timefirstconversation,conversation_evening_sdenergy,conversation_evening_minutessilence,conversation_evening_maxconversationduration,conversation_evening_countconversation,conversation_evening_silencesensedfraction,conversation_evening_sumconversationduration,conversation_evening_timelastconversation,conversation_evening_avgenergy,conversation_evening_voiceexpectedfraction
local_date,conversation_evening_maxconversationduration,conversation_evening_voiceexpectedfraction,conversation_evening_countconversation,conversation_evening_avgconversationduration,conversation_evening_noisesensedfraction,conversation_evening_unknownsensedfraction,conversation_evening_timelastconversation,conversation_evening_voicesdenergy,conversation_evening_sdconversationduration,conversation_evening_minutessilence,conversation_evening_minutesnoise,conversation_evening_silenceexpectedfraction,conversation_evening_silencesensedfraction,conversation_evening_voicesumenergy,conversation_evening_noiseminenergy,conversation_evening_voiceminenergy,conversation_evening_minutesunknown,conversation_evening_noisemaxenergy,conversation_evening_noisesdenergy,conversation_evening_voicesensedfraction,conversation_evening_sumconversationduration,conversation_evening_minconversationduration,conversation_evening_timefirstconversation,conversation_evening_noiseexpectedfraction,conversation_evening_unknownexpectedfraction,conversation_evening_voiceavgenergy,conversation_evening_voicemaxenergy,conversation_evening_noisesumenergy,conversation_evening_noiseavgenergy,conversation_evening_minutesvoice

1 local_date conversation_evening_maxconversationduration conversation_evening_maxenergy conversation_evening_voiceexpectedfraction conversation_evening_minenergy conversation_evening_countconversation conversation_evening_avgconversationduration conversation_evening_noisesensedfraction conversation_evening_unknownsensedfraction conversation_evening_timelastconversation conversation_evening_voicesdenergy conversation_evening_sdconversationduration conversation_evening_minutessilence conversation_evening_minutesnoise conversation_evening_silenceexpectedfraction conversation_evening_silencesensedfraction conversation_evening_sumenergy conversation_evening_voicesumenergy conversation_evening_noiseminenergy conversation_evening_voiceminenergy conversation_evening_sdenergy conversation_evening_minutesunknown conversation_evening_noisemaxenergy conversation_evening_noisesdenergy conversation_evening_voicesensedfraction conversation_evening_sumconversationduration conversation_evening_minconversationduration conversation_evening_timefirstconversation conversation_evening_avgenergy conversation_evening_noiseexpectedfraction conversation_evening_unknownexpectedfraction conversation_evening_voiceavgenergy conversation_evening_voicemaxenergy conversation_evening_noisesumenergy conversation_evening_noiseavgenergy conversation_evening_minutesvoice

2
tests/data/processed/test04/conversation_morning.csv
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@ -1 +1 @@
local_date,conversation_morning_silencesensedfraction,conversation_morning_voiceexpectedfraction,conversation_morning_minenergy,conversation_morning_maxconversationduration,conversation_morning_sumenergy,conversation_morning_sdconversationduration,conversation_morning_maxenergy,conversation_morning_timefirstconversation,conversation_morning_silenceexpectedfraction,conversation_morning_minutesvoice,conversation_morning_timelastconversation,conversation_morning_noiseexpectedfraction,conversation_morning_minutessilence,conversation_morning_avgconversationduration,conversation_morning_noisesensedfraction,conversation_morning_countconversation,conversation_morning_sdenergy,conversation_morning_sumconversationduration,conversation_morning_minconversationduration,conversation_morning_unknownsensedfraction,conversation_morning_minutesnoise,conversation_morning_minutesunknown,conversation_morning_avgenergy,conversation_morning_unknownexpectedfraction,conversation_morning_voicesensedfraction
local_date,conversation_morning_voicesensedfraction,conversation_morning_noiseminenergy,conversation_morning_noisemaxenergy,conversation_morning_unknownsensedfraction,conversation_morning_sumconversationduration,conversation_morning_countconversation,conversation_morning_noisesumenergy,conversation_morning_voicesumenergy,conversation_morning_voicesdenergy,conversation_morning_minutesnoise,conversation_morning_noiseavgenergy,conversation_morning_maxconversationduration,conversation_morning_noisesdenergy,conversation_morning_voicemaxenergy,conversation_morning_noiseexpectedfraction,conversation_morning_silencesensedfraction,conversation_morning_minutesunknown,conversation_morning_sdconversationduration,conversation_morning_voiceminenergy,conversation_morning_voiceexpectedfraction,conversation_morning_minconversationduration,conversation_morning_silenceexpectedfraction,conversation_morning_timelastconversation,conversation_morning_unknownexpectedfraction,conversation_morning_avgconversationduration,conversation_morning_noisesensedfraction,conversation_morning_timefirstconversation,conversation_morning_minutesvoice,conversation_morning_voiceavgenergy,conversation_morning_minutessilence

1 local_date conversation_morning_voicesensedfraction conversation_morning_noiseminenergy conversation_morning_minenergy conversation_morning_noisemaxenergy conversation_morning_unknownsensedfraction conversation_morning_sumenergy conversation_morning_sumconversationduration conversation_morning_countconversation conversation_morning_maxenergy conversation_morning_noisesumenergy conversation_morning_voicesumenergy conversation_morning_voicesdenergy conversation_morning_minutesnoise conversation_morning_noiseavgenergy conversation_morning_maxconversationduration conversation_morning_noisesdenergy conversation_morning_voicemaxenergy conversation_morning_noiseexpectedfraction conversation_morning_silencesensedfraction conversation_morning_sdenergy conversation_morning_minutesunknown conversation_morning_sdconversationduration conversation_morning_voiceminenergy conversation_morning_voiceexpectedfraction conversation_morning_minconversationduration conversation_morning_silenceexpectedfraction conversation_morning_avgenergy conversation_morning_timelastconversation conversation_morning_unknownexpectedfraction conversation_morning_avgconversationduration conversation_morning_noisesensedfraction conversation_morning_timefirstconversation conversation_morning_minutesvoice conversation_morning_voiceavgenergy conversation_morning_minutessilence

2
tests/data/processed/test04/conversation_night.csv
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@ -1 +1 @@
local_date,conversation_night_noisesensedfraction,conversation_night_minutesvoice,conversation_night_maxenergy,conversation_night_voiceexpectedfraction,conversation_night_avgconversationduration,conversation_night_timelastconversation,conversation_night_minutessilence,conversation_night_minutesunknown,conversation_night_avgenergy,conversation_night_noiseexpectedfraction,conversation_night_sumenergy,conversation_night_minenergy,conversation_night_minconversationduration,conversation_night_sdenergy,conversation_night_sumconversationduration,conversation_night_countconversation,conversation_night_voicesensedfraction,conversation_night_maxconversationduration,conversation_night_silencesensedfraction,conversation_night_minutesnoise,conversation_night_unknownsensedfraction,conversation_night_timefirstconversation,conversation_night_silenceexpectedfraction,conversation_night_sdconversationduration,conversation_night_unknownexpectedfraction
local_date,conversation_night_countconversation,conversation_night_avgconversationduration,conversation_night_voiceexpectedfraction,conversation_night_voicemaxenergy,conversation_night_noisesumenergy,conversation_night_noiseexpectedfraction,conversation_night_silenceexpectedfraction,conversation_night_minconversationduration,conversation_night_voiceavgenergy,conversation_night_minutessilence,conversation_night_timelastconversation,conversation_night_unknownsensedfraction,conversation_night_timefirstconversation,conversation_night_sdconversationduration,conversation_night_silencesensedfraction,conversation_night_noiseavgenergy,conversation_night_minutesunknown,conversation_night_voicesumenergy,conversation_night_noiseminenergy,conversation_night_minutesvoice,conversation_night_unknownexpectedfraction,conversation_night_maxconversationduration,conversation_night_noisesensedfraction,conversation_night_noisesdenergy,conversation_night_voicesdenergy,conversation_night_voiceminenergy,conversation_night_noisemaxenergy,conversation_night_voicesensedfraction,conversation_night_minutesnoise,conversation_night_sumconversationduration

1 local_date conversation_night_countconversation conversation_night_avgconversationduration conversation_night_maxenergy conversation_night_voiceexpectedfraction conversation_night_voicemaxenergy conversation_night_noisesumenergy conversation_night_noiseexpectedfraction conversation_night_silenceexpectedfraction conversation_night_minconversationduration conversation_night_avgenergy conversation_night_voiceavgenergy conversation_night_minutessilence conversation_night_sumenergy conversation_night_timelastconversation conversation_night_minenergy conversation_night_unknownsensedfraction conversation_night_timefirstconversation conversation_night_sdenergy conversation_night_sdconversationduration conversation_night_silencesensedfraction conversation_night_noiseavgenergy conversation_night_minutesunknown conversation_night_voicesumenergy conversation_night_noiseminenergy conversation_night_minutesvoice conversation_night_unknownexpectedfraction conversation_night_maxconversationduration conversation_night_noisesensedfraction conversation_night_noisesdenergy conversation_night_voicesdenergy conversation_night_voiceminenergy conversation_night_noisemaxenergy conversation_night_voicesensedfraction conversation_night_minutesnoise conversation_night_sumconversationduration

3144
tests/data/raw/test01/plugin_studentlife_audio_android_raw.csv
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11942
tests/data/raw/test02/plugin_studentlife_audio_raw.csv
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6
tests/settings/testing_config.yaml
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@ -88,7 +88,6 @@ WIFI:
DAY_SEGMENTS: *day_segments
FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
CONVERSATION:
COMPUTE: True
DB_TABLE:
@ -96,8 +95,9 @@ CONVERSATION:
IOS: plugin_studentlife_audio
DAY_SEGMENTS: *day_segments
FEATURES: ["minutessilence", "minutesnoise", "minutesvoice", "minutesunknown","sumconversationduration","avgconversationduration",
"sdconversationduration","minconversationduration","maxconversationduration","timefirstconversation","timelastconversation","sumenergy",
"avgenergy","sdenergy","minenergy","maxenergy","silencesensedfraction","noisesensedfraction",
"sdconversationduration","minconversationduration","maxconversationduration","timefirstconversation","timelastconversation","noisesumenergy",
"noiseavgenergy","noisesdenergy","noiseminenergy","noisemaxenergy","voicesumenergy",
"voiceavgenergy","voicesdenergy","voiceminenergy","voicemaxenergy","silencesensedfraction","noisesensedfraction",
"voicesensedfraction","unknownsensedfraction","silenceexpectedfraction","noiseexpectedfraction","voiceexpectedfraction",
"unknownexpectedfraction","countconversation"]
RECORDINGMINUTES: 1