Added testing for conversation (frequency) and updated testing for conversation (periodic)

2020-10-27 21:51:02 -04:00 · 2020-10-27 21:51:02 -04:00 · 2489f70ea7
parent ed7585c2bf
commit 2489f70ea7
12 changed files with 14937 additions and 18026 deletions
--- a/tests/data/processed/features/frequency/test03/phone_conversation.csv
+++ b/tests/data/processed/features/frequency/test03/phone_conversation.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","conversation_rapids_unknownexpectedfraction","conversation_rapids_voicemaxenergy","conversation_rapids_minutesvoice","conversation_rapids_avgconversationduration","conversation_rapids_silencesensedfraction","conversation_rapids_noiseminenergy","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_countconversation","conversation_rapids_noiseavgenergy","conversation_rapids_timelastconversation","conversation_rapids_voicesumenergy","conversation_rapids_voicesdenergy","conversation_rapids_sumconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_sdconversationduration","conversation_rapids_voiceavgenergy","conversation_rapids_minutesunknown","conversation_rapids_minutessilence","conversation_rapids_noisesumenergy","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceminenergy","conversation_rapids_minconversationduration","conversation_rapids_minutesnoise","conversation_rapids_voiceexpectedfraction","conversation_rapids_noisemaxenergy","conversation_rapids_noisesdenergy","conversation_rapids_noisesensedfraction","conversation_rapids_maxconversationduration","conversation_rapids_voicesensedfraction"
--- a/tests/data/processed/features/frequency/test04/phone_conversation.csv
+++ b/tests/data/processed/features/frequency/test04/phone_conversation.csv
@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","conversation_rapids_unknownexpectedfraction","conversation_rapids_voicemaxenergy","conversation_rapids_minutesvoice","conversation_rapids_avgconversationduration","conversation_rapids_silencesensedfraction","conversation_rapids_noiseminenergy","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_countconversation","conversation_rapids_noiseavgenergy","conversation_rapids_timelastconversation","conversation_rapids_voicesumenergy","conversation_rapids_voicesdenergy","conversation_rapids_sumconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_sdconversationduration","conversation_rapids_voiceavgenergy","conversation_rapids_minutesunknown","conversation_rapids_minutessilence","conversation_rapids_noisesumenergy","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceminenergy","conversation_rapids_minconversationduration","conversation_rapids_minutesnoise","conversation_rapids_voiceexpectedfraction","conversation_rapids_noisemaxenergy","conversation_rapids_noisesdenergy","conversation_rapids_noisesensedfraction","conversation_rapids_maxconversationduration","conversation_rapids_voicesensedfraction"
--- a/tests/data/processed/features/frequency/test05/phone_conversation.csv
+++ b/tests/data/processed/features/frequency/test05/phone_conversation.csv
@ -0,0 +1,26 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","conversation_rapids_minutessilence","conversation_rapids_minutesnoise","conversation_rapids_minutesvoice","conversation_rapids_minutesunknown","conversation_rapids_countconversation","conversation_rapids_silencesensedfraction","conversation_rapids_noisesensedfraction","conversation_rapids_voicesensedfraction","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceexpectedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_sumconversationduration","conversation_rapids_avgconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_minconversationduration","conversation_rapids_maxconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_timelastconversation","conversation_rapids_noisesumenergy","conversation_rapids_noiseavgenergy","conversation_rapids_noisesdenergy","conversation_rapids_noiseminenergy","conversation_rapids_noisemaxenergy","conversation_rapids_voicesumenergy","conversation_rapids_voiceavgenergy","conversation_rapids_voicesdenergy","conversation_rapids_voiceminenergy","conversation_rapids_voicemaxenergy"
+"thirtyminutes0002#2020-07-07 01:00:00,2020-07-07 01:29:59","thirtyminutes0002","2020-07-07 01:00:00","2020-07-07 01:29:59",0.05,0.683333333333333,0.183333333333333,0.0666666666666667,1,0.0508474576271186,0.694915254237288,0.186440677966102,0.0677966101694915,0.000138888888888889,0.00189814814814815,0.000509259259259259,0.000185185185185185,1666.66666666667,1666.66666666667,NA,1666.66666666667,1666.66666666667,73,73,254984,6219.12195121951,3611.99537094887,559,11769,29248,2658.90909090909,1686.32716010538,61,4981
+"thirtyminutes0002#2020-07-08 01:00:00,2020-07-08 01:29:59","thirtyminutes0002","2020-07-08 01:00:00","2020-07-08 01:29:59",0.133333333333333,2.06666666666667,0.6,0.183333333333333,1,0.0446927374301676,0.692737430167598,0.201117318435754,0.0614525139664804,0.00037037037037037,0.00574074074074074,0.00166666666666667,0.000509259259259259,2.28333333333333,2.28333333333333,NA,2.28333333333333,2.28333333333333,77,77,738382,5954.6935483871,3538.5841001422,267,11967,116954,3248.72222222222,1789.91462862835,69,5859
+"thirtyminutes0005#2020-07-08 02:30:00,2020-07-08 02:59:59","thirtyminutes0005","2020-07-08 02:30:00","2020-07-08 02:59:59",0.133333333333333,2.13333333333333,0.583333333333333,0.133333333333333,1,0.0446927374301676,0.715083798882682,0.195530726256983,0.0446927374301676,0.00037037037037037,0.00592592592592593,0.00162037037037037,0.00037037037037037,1.4,1.4,NA,1.4,1.4,160,160,817385,6385.8203125,3632.45674751624,99,11936,112712,3220.34285714286,1755.06022928085,275,5979
+"thirtyminutes0011#2020-07-07 05:30:00,2020-07-07 05:59:59","thirtyminutes0011","2020-07-07 05:30:00","2020-07-07 05:59:59",0.65,9.61666666666667,2.66666666666667,0.75,1,0.0475030450669915,0.702801461632156,0.194884287454324,0.0548112058465286,0.00180555555555556,0.026712962962963,0.00740740740740741,0.00208333333333333,10.05,10.05,NA,10.05,10.05,359,359,3570056,6187.27209705373,3541.42211319418,31,11976,470594,2941.2125,1751.29396685232,54,5982
+"thirtyminutes0011#2020-07-08 05:30:00,2020-07-08 05:59:59","thirtyminutes0011","2020-07-08 05:30:00","2020-07-08 05:59:59",0.816666666666667,11.5333333333333,2.53333333333333,0.983333333333333,1,0.0514705882352941,0.726890756302521,0.159663865546218,0.0619747899159664,0.00226851851851852,0.032037037037037,0.00703703703703704,0.00273148148148148,14.2666666666667,14.2666666666667,NA,14.2666666666667,14.2666666666667,359,359,3977612,5747.99421965318,3407.17956872983,49,11981,485171,3191.91447368421,1753.97448743435,15,5983
+"thirtyminutes0012#2020-07-07 06:00:00,2020-07-07 06:29:59","thirtyminutes0012","2020-07-07 06:00:00","2020-07-07 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,NA,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,4.62962962962963e-05,0.00152777777777778,0.00037037037037037,9.25925925925926e-05,0,NA,NA,NA,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494
+"thirtyminutes0012#2020-07-08 06:00:00,2020-07-08 06:29:59","thirtyminutes0012","2020-07-08 06:00:00","2020-07-08 06:29:59",0.35,3.56666666666667,0.966666666666667,0.316666666666667,NA,0.0673076923076923,0.685897435897436,0.185897435897436,0.0608974358974359,0.000972222222222222,0.00990740740740741,0.00268518518518519,0.00087962962962963,0,NA,NA,NA,0,NA,NA,1329661,6213.36915887851,3654.61971833146,32,11986,193236,3331.65517241379,1766.04139102042,241,5858
+"thirtyminutes0013#2020-07-07 06:30:00,2020-07-07 06:59:59","thirtyminutes0013","2020-07-07 06:30:00","2020-07-07 06:59:59",0.133333333333333,1.25,0.533333333333333,0.0666666666666667,1,0.0672268907563025,0.630252100840336,0.26890756302521,0.0336134453781513,0.00037037037037037,0.00347222222222222,0.00148148148148148,0.000185185185185185,1.33333333333333,1.33333333333333,NA,1.33333333333333,1.33333333333333,392,392,459919,6132.25333333333,3609.22901886686,222,11920,98678,3083.6875,1557.76443284144,648,5974
+"thirtyminutes0016#2020-07-08 08:00:00,2020-07-08 08:29:59","thirtyminutes0016","2020-07-08 08:00:00","2020-07-08 08:29:59",0.1,0.716666666666667,0.15,0.0166666666666667,1,0.101694915254237,0.728813559322034,0.152542372881356,0.0169491525423729,0.000277777777777778,0.00199074074074074,0.000416666666666667,4.62962962962963e-05,0.283333333333333,0.283333333333333,NA,0.283333333333333,0.283333333333333,481,481,286820,6670.23255813954,3577.58151108239,381,11839,33052,3672.44444444444,1379.26475985497,1910,5866
+"thirtyminutes0017#2020-07-07 08:30:00,2020-07-07 08:59:59","thirtyminutes0017","2020-07-07 08:30:00","2020-07-07 08:59:59",0.15,2.81666666666667,0.783333333333333,0.216666666666667,2,0.0378151260504202,0.710084033613445,0.197478991596639,0.0546218487394958,0.000416666666666667,0.00782407407407408,0.00217592592592593,0.000601851851851852,1.6,0.8,0.0707106781186548,0.75,0.85,516,535,938565,5553.63905325444,3370.70343882599,134,11938,139223,2962.1914893617,1794.68495041061,69,5959
+"thirtyminutes0021#2020-07-07 10:30:00,2020-07-07 10:59:59","thirtyminutes0021","2020-07-07 10:30:00","2020-07-07 10:59:59",0.116666666666667,1.35,0.333333333333333,0.183333333333333,1,0.0588235294117647,0.680672268907563,0.168067226890756,0.092436974789916,0.000324074074074074,0.00375,0.000925925925925926,0.000509259259259259,1.66666666666667,1.66666666666667,NA,1.66666666666667,1.66666666666667,656,656,474758,5861.20987654321,3158.11819251611,13,11825,63061,3153.05,1392.35402617672,381,5031
+"thirtyminutes0023#2020-07-07 11:30:00,2020-07-07 11:59:59","thirtyminutes0023","2020-07-07 11:30:00","2020-07-07 11:59:59",0.0833333333333333,2.3,0.65,0.15,NA,0.0261780104712042,0.722513089005236,0.204188481675393,0.0471204188481675,0.000231481481481481,0.00638888888888889,0.00180555555555556,0.000416666666666667,0,NA,NA,NA,0,NA,NA,939738,6809.69565217391,3246.64083920798,348,11985,120596,3092.20512820513,1859.21142281072,154,5822
+"thirtyminutes0023#2020-07-08 11:30:00,2020-07-08 11:59:59","thirtyminutes0023","2020-07-08 11:30:00","2020-07-08 11:59:59",0.366666666666667,4.68333333333333,1.36666666666667,0.233333333333333,2,0.0551378446115288,0.704260651629073,0.205513784461153,0.0350877192982456,0.00101851851851852,0.0130092592592593,0.0037962962962963,0.000648148148148148,5.15,2.575,0.0824957911384304,2.51666666666667,2.63333333333333,697,719,1711922,6092.24911032028,3386.07934815594,21,11935,258424,3151.51219512195,1750.14532901955,39,5972
+"thirtyminutes0024#2020-07-07 12:00:00,2020-07-07 12:29:59","thirtyminutes0024","2020-07-07 12:00:00","2020-07-07 12:29:59",0.7,9.85,2.88333333333333,0.45,1,0.0504201680672269,0.709483793517407,0.207683073229292,0.0324129651860744,0.00194444444444444,0.0273611111111111,0.00800925925925926,0.00125,1.78333333333333,1.78333333333333,NA,1.78333333333333,1.78333333333333,733,733,3527573,5968.820642978,3557.82238983441,29,11997,517505,2991.35838150289,1791.95776038444,18,5998
+"thirtyminutes0024#2020-07-08 12:00:00,2020-07-08 12:29:59","thirtyminutes0024","2020-07-08 12:00:00","2020-07-08 12:29:59",0.316666666666667,4.35,1.03333333333333,0.25,1,0.0532212885154062,0.73109243697479,0.173669467787115,0.0420168067226891,0.00087962962962963,0.0120833333333333,0.00287037037037037,0.000694444444444444,5.36666666666667,5.36666666666667,NA,5.36666666666667,5.36666666666667,725,725,1618598,6201.52490421456,3426.75049881198,32,11990,175378,2828.67741935484,1651.7847453756,26,5753
+"thirtyminutes0025#2020-07-07 12:30:00,2020-07-07 12:59:59","thirtyminutes0025","2020-07-07 12:30:00","2020-07-07 12:59:59",0.283333333333333,1.78333333333333,0.783333333333333,0.133333333333333,1,0.0949720670391061,0.597765363128492,0.262569832402235,0.0446927374301676,0.000787037037037037,0.0049537037037037,0.00217592592592593,0.00037037037037037,2.21666666666667,2.21666666666667,NA,2.21666666666667,2.21666666666667,768,768,651511,6088.88785046729,3361.1700745905,117,11613,147681,3142.14893617021,1650.99227052576,113,5839
+"thirtyminutes0033#2020-07-07 16:30:00,2020-07-07 16:59:59","thirtyminutes0033","2020-07-07 16:30:00","2020-07-07 16:59:59",0.383333333333333,4.45,1.2,0.366666666666667,1,0.0598958333333333,0.6953125,0.1875,0.0572916666666667,0.00106481481481481,0.0123611111111111,0.00333333333333333,0.00101851851851852,1.96666666666667,1.96666666666667,NA,1.96666666666667,1.96666666666667,1010,1010,1558080,5835.50561797753,3361.14808904221,51,11957,219689,3051.23611111111,1839.39286135288,5,5973
+"thirtyminutes0033#2020-07-08 16:30:00,2020-07-08 16:59:59","thirtyminutes0033","2020-07-08 16:30:00","2020-07-08 16:59:59",0.1,1.96666666666667,0.616666666666667,0.166666666666667,NA,0.0350877192982456,0.690058479532164,0.216374269005848,0.0584795321637427,0.000277777777777778,0.00546296296296296,0.00171296296296296,0.000462962962962963,0,NA,NA,NA,0,NA,NA,705058,5975.06779661017,3287.01941917461,130,11994,106715,2884.18918918919,1589.3816903619,155,5896
+"thirtyminutes0034#2020-07-07 17:00:00,2020-07-07 17:29:59","thirtyminutes0034","2020-07-07 17:00:00","2020-07-07 17:29:59",0.766666666666667,11.3333333333333,3.4,0.85,2,0.0468909276248726,0.693170234454638,0.207951070336391,0.0519877675840979,0.00212962962962963,0.0314814814814815,0.00944444444444444,0.00236111111111111,6.45,3.225,1.04887505876005,2.48333333333333,3.96666666666667,1032,1038,4205272,6184.22352941176,3480.06016995185,15,11869,621932,3048.6862745098,1727.26067460511,37,5928
+"thirtyminutes0034#2020-07-08 17:00:00,2020-07-08 17:29:59","thirtyminutes0034","2020-07-08 17:00:00","2020-07-08 17:29:59",0.2,1.83333333333333,0.583333333333333,0.183333333333333,1,0.0714285714285714,0.654761904761905,0.208333333333333,0.0654761904761905,0.000555555555555556,0.00509259259259259,0.00162037037037037,0.000509259259259259,5.23333333333333,5.23333333333333,NA,5.23333333333333,5.23333333333333,1022,1022,706913,6426.48181818182,3597.07282557782,155,11984,112200,3205.71428571429,1996.67760176203,26,5965
+"thirtyminutes0035#2020-07-08 17:30:00,2020-07-08 17:59:59","thirtyminutes0035","2020-07-08 17:30:00","2020-07-08 17:59:59",0.0333333333333333,0.733333333333333,0.2,0.0166666666666667,1,0.0338983050847458,0.745762711864407,0.203389830508475,0.0169491525423729,9.25925925925926e-05,0.00203703703703704,0.000555555555555556,4.62962962962963e-05,0.35,0.35,NA,0.35,0.35,1079,1079,269590,6127.04545454545,3796.70145670873,137,11971,39917,3326.41666666667,1785.64887408335,541,5590
+"thirtyminutes0039#2020-07-08 19:30:00,2020-07-08 19:59:59","thirtyminutes0039","2020-07-08 19:30:00","2020-07-08 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,NA,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.000277777777777778,0.00583333333333333,0.00199074074074074,0.000185185185185185,0,NA,NA,NA,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791
+"thirtyminutes0040#2020-07-07 20:00:00,2020-07-07 20:29:59","thirtyminutes0040","2020-07-07 20:00:00","2020-07-07 20:29:59",0.0833333333333333,1.3,0.5,0.1,1,0.0420168067226891,0.65546218487395,0.252100840336134,0.0504201680672269,0.000231481481481481,0.00361111111111111,0.00138888888888889,0.000277777777777778,1.35,1.35,NA,1.35,1.35,1204,1204,505175,6476.60256410256,3468.7579061419,255,11958,89106,2970.2,1714.36781149888,116,5801
+"thirtyminutes0046#2020-07-07 23:00:00,2020-07-07 23:29:59","thirtyminutes0046","2020-07-07 23:00:00","2020-07-07 23:29:59",0.133333333333333,1.36666666666667,0.366666666666667,0.116666666666667,1,0.0672268907563025,0.689075630252101,0.184873949579832,0.0588235294117647,0.00037037037037037,0.0037962962962963,0.00101851851851852,0.000324074074074074,1.38333333333333,1.38333333333333,NA,1.38333333333333,1.38333333333333,1407,1407,451528,5506.43902439024,3323.384672502,449,11997,69623,3164.68181818182,1700.61863775576,128,5807
+"thirtyminutes0047#2020-07-07 23:30:00,2020-07-07 23:59:59","thirtyminutes0047","2020-07-07 23:30:00","2020-07-07 23:59:59",0.15,1.98333333333333,0.65,0.2,1,0.0502793296089385,0.664804469273743,0.217877094972067,0.0670391061452514,0.000416666666666667,0.00550925925925926,0.00180555555555556,0.000555555555555556,2.15,2.15,NA,2.15,2.15,1436,1436,696959,5856.79831932773,3410.93125754917,117,11685,129548,3321.74358974359,1756.63003800412,116,5961
--- a/tests/data/processed/features/frequency/test06/phone_conversation.csv
+++ b/tests/data/processed/features/frequency/test06/phone_conversation.csv
@ -0,0 +1,26 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","conversation_rapids_minutessilence","conversation_rapids_minutesnoise","conversation_rapids_minutesvoice","conversation_rapids_minutesunknown","conversation_rapids_countconversation","conversation_rapids_silencesensedfraction","conversation_rapids_noisesensedfraction","conversation_rapids_voicesensedfraction","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceexpectedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_sumconversationduration","conversation_rapids_avgconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_minconversationduration","conversation_rapids_maxconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_timelastconversation","conversation_rapids_noisesumenergy","conversation_rapids_noiseavgenergy","conversation_rapids_noisesdenergy","conversation_rapids_noiseminenergy","conversation_rapids_noisemaxenergy","conversation_rapids_voicesumenergy","conversation_rapids_voiceavgenergy","conversation_rapids_voicesdenergy","conversation_rapids_voiceminenergy","conversation_rapids_voicemaxenergy"
+"thirtyminutes0002#2020-07-07 01:00:00,2020-07-07 01:29:59","thirtyminutes0002","2020-07-07 01:00:00","2020-07-07 01:29:59",0.05,0.683333333333333,0.183333333333333,0.0666666666666667,1,0.0508474576271186,0.694915254237288,0.186440677966102,0.0677966101694915,0.000138888888888889,0.00189814814814815,0.000509259259259259,0.000185185185185185,1666.66666666667,1666.66666666667,NA,1666.66666666667,1666.66666666667,73,73,254984,6219.12195121951,3611.99537094887,559,11769,29248,2658.90909090909,1686.32716010538,61,4981
+"thirtyminutes0002#2020-07-08 01:00:00,2020-07-08 01:29:59","thirtyminutes0002","2020-07-08 01:00:00","2020-07-08 01:29:59",0.133333333333333,2.06666666666667,0.6,0.183333333333333,1,0.0446927374301676,0.692737430167598,0.201117318435754,0.0614525139664804,0.00037037037037037,0.00574074074074074,0.00166666666666667,0.000509259259259259,2.28333333333333,2.28333333333333,NA,2.28333333333333,2.28333333333333,77,77,738382,5954.6935483871,3538.5841001422,267,11967,116954,3248.72222222222,1789.91462862835,69,5859
+"thirtyminutes0005#2020-07-08 02:30:00,2020-07-08 02:59:59","thirtyminutes0005","2020-07-08 02:30:00","2020-07-08 02:59:59",0.133333333333333,2.13333333333333,0.583333333333333,0.133333333333333,1,0.0446927374301676,0.715083798882682,0.195530726256983,0.0446927374301676,0.00037037037037037,0.00592592592592593,0.00162037037037037,0.00037037037037037,1.4,1.4,NA,1.4,1.4,160,160,817385,6385.8203125,3632.45674751624,99,11936,112712,3220.34285714286,1755.06022928085,275,5979
+"thirtyminutes0011#2020-07-07 05:30:00,2020-07-07 05:59:59","thirtyminutes0011","2020-07-07 05:30:00","2020-07-07 05:59:59",0.65,9.61666666666667,2.66666666666667,0.75,1,0.0475030450669915,0.702801461632156,0.194884287454324,0.0548112058465286,0.00180555555555556,0.026712962962963,0.00740740740740741,0.00208333333333333,10.05,10.05,NA,10.05,10.05,359,359,3570056,6187.27209705373,3541.42211319418,31,11976,470594,2941.2125,1751.29396685232,54,5982
+"thirtyminutes0011#2020-07-08 05:30:00,2020-07-08 05:59:59","thirtyminutes0011","2020-07-08 05:30:00","2020-07-08 05:59:59",0.816666666666667,11.5333333333333,2.53333333333333,0.983333333333333,1,0.0514705882352941,0.726890756302521,0.159663865546218,0.0619747899159664,0.00226851851851852,0.032037037037037,0.00703703703703704,0.00273148148148148,14.2666666666667,14.2666666666667,NA,14.2666666666667,14.2666666666667,359,359,3977612,5747.99421965318,3407.17956872983,49,11981,485171,3191.91447368421,1753.97448743435,15,5983
+"thirtyminutes0012#2020-07-07 06:00:00,2020-07-07 06:29:59","thirtyminutes0012","2020-07-07 06:00:00","2020-07-07 06:29:59",0.0166666666666667,0.55,0.133333333333333,0.0333333333333333,NA,0.0227272727272727,0.75,0.181818181818182,0.0454545454545455,4.62962962962963e-05,0.00152777777777778,0.00037037037037037,9.25925925925926e-05,0,NA,NA,NA,0,NA,NA,205237,6219.30303030303,3486.62605971776,470,11468,18261,2282.625,1954.05621629179,18,5494
+"thirtyminutes0012#2020-07-08 06:00:00,2020-07-08 06:29:59","thirtyminutes0012","2020-07-08 06:00:00","2020-07-08 06:29:59",0.35,3.56666666666667,0.966666666666667,0.316666666666667,NA,0.0673076923076923,0.685897435897436,0.185897435897436,0.0608974358974359,0.000972222222222222,0.00990740740740741,0.00268518518518519,0.00087962962962963,0,NA,NA,NA,0,NA,NA,1329661,6213.36915887851,3654.61971833146,32,11986,193236,3331.65517241379,1766.04139102042,241,5858
+"thirtyminutes0013#2020-07-07 06:30:00,2020-07-07 06:59:59","thirtyminutes0013","2020-07-07 06:30:00","2020-07-07 06:59:59",0.133333333333333,1.25,0.533333333333333,0.0666666666666667,1,0.0672268907563025,0.630252100840336,0.26890756302521,0.0336134453781513,0.00037037037037037,0.00347222222222222,0.00148148148148148,0.000185185185185185,1.33333333333333,1.33333333333333,NA,1.33333333333333,1.33333333333333,392,392,459919,6132.25333333333,3609.22901886686,222,11920,98678,3083.6875,1557.76443284144,648,5974
+"thirtyminutes0016#2020-07-08 08:00:00,2020-07-08 08:29:59","thirtyminutes0016","2020-07-08 08:00:00","2020-07-08 08:29:59",0.1,0.716666666666667,0.15,0.0166666666666667,1,0.101694915254237,0.728813559322034,0.152542372881356,0.0169491525423729,0.000277777777777778,0.00199074074074074,0.000416666666666667,4.62962962962963e-05,0.283333333333333,0.283333333333333,NA,0.283333333333333,0.283333333333333,481,481,286820,6670.23255813954,3577.58151108239,381,11839,33052,3672.44444444444,1379.26475985497,1910,5866
+"thirtyminutes0017#2020-07-07 08:30:00,2020-07-07 08:59:59","thirtyminutes0017","2020-07-07 08:30:00","2020-07-07 08:59:59",0.15,2.81666666666667,0.783333333333333,0.216666666666667,2,0.0378151260504202,0.710084033613445,0.197478991596639,0.0546218487394958,0.000416666666666667,0.00782407407407408,0.00217592592592593,0.000601851851851852,1.6,0.8,0.0707106781186548,0.75,0.85,516,535,938565,5553.63905325444,3370.70343882599,134,11938,139223,2962.1914893617,1794.68495041061,69,5959
+"thirtyminutes0021#2020-07-07 10:30:00,2020-07-07 10:59:59","thirtyminutes0021","2020-07-07 10:30:00","2020-07-07 10:59:59",0.116666666666667,1.35,0.333333333333333,0.183333333333333,1,0.0588235294117647,0.680672268907563,0.168067226890756,0.092436974789916,0.000324074074074074,0.00375,0.000925925925925926,0.000509259259259259,1.66666666666667,1.66666666666667,NA,1.66666666666667,1.66666666666667,656,656,474758,5861.20987654321,3158.11819251611,13,11825,63061,3153.05,1392.35402617672,381,5031
+"thirtyminutes0023#2020-07-07 11:30:00,2020-07-07 11:59:59","thirtyminutes0023","2020-07-07 11:30:00","2020-07-07 11:59:59",0.0833333333333333,2.3,0.65,0.15,NA,0.0261780104712042,0.722513089005236,0.204188481675393,0.0471204188481675,0.000231481481481481,0.00638888888888889,0.00180555555555556,0.000416666666666667,0,NA,NA,NA,0,NA,NA,939738,6809.69565217391,3246.64083920798,348,11985,120596,3092.20512820513,1859.21142281072,154,5822
+"thirtyminutes0023#2020-07-08 11:30:00,2020-07-08 11:59:59","thirtyminutes0023","2020-07-08 11:30:00","2020-07-08 11:59:59",0.366666666666667,4.68333333333333,1.36666666666667,0.233333333333333,2,0.0551378446115288,0.704260651629073,0.205513784461153,0.0350877192982456,0.00101851851851852,0.0130092592592593,0.0037962962962963,0.000648148148148148,5.15,2.575,0.0824957911384304,2.51666666666667,2.63333333333333,697,719,1711922,6092.24911032028,3386.07934815594,21,11935,258424,3151.51219512195,1750.14532901955,39,5972
+"thirtyminutes0024#2020-07-07 12:00:00,2020-07-07 12:29:59","thirtyminutes0024","2020-07-07 12:00:00","2020-07-07 12:29:59",0.7,9.85,2.88333333333333,0.45,1,0.0504201680672269,0.709483793517407,0.207683073229292,0.0324129651860744,0.00194444444444444,0.0273611111111111,0.00800925925925926,0.00125,1.78333333333333,1.78333333333333,NA,1.78333333333333,1.78333333333333,733,733,3527573,5968.820642978,3557.82238983441,29,11997,517505,2991.35838150289,1791.95776038444,18,5998
+"thirtyminutes0024#2020-07-08 12:00:00,2020-07-08 12:29:59","thirtyminutes0024","2020-07-08 12:00:00","2020-07-08 12:29:59",0.316666666666667,4.35,1.03333333333333,0.25,1,0.0532212885154062,0.73109243697479,0.173669467787115,0.0420168067226891,0.00087962962962963,0.0120833333333333,0.00287037037037037,0.000694444444444444,5.36666666666667,5.36666666666667,NA,5.36666666666667,5.36666666666667,725,725,1618598,6201.52490421456,3426.75049881198,32,11990,175378,2828.67741935484,1651.7847453756,26,5753
+"thirtyminutes0025#2020-07-07 12:30:00,2020-07-07 12:59:59","thirtyminutes0025","2020-07-07 12:30:00","2020-07-07 12:59:59",0.283333333333333,1.78333333333333,0.783333333333333,0.133333333333333,1,0.0949720670391061,0.597765363128492,0.262569832402235,0.0446927374301676,0.000787037037037037,0.0049537037037037,0.00217592592592593,0.00037037037037037,2.21666666666667,2.21666666666667,NA,2.21666666666667,2.21666666666667,768,768,651511,6088.88785046729,3361.1700745905,117,11613,147681,3142.14893617021,1650.99227052576,113,5839
+"thirtyminutes0033#2020-07-07 16:30:00,2020-07-07 16:59:59","thirtyminutes0033","2020-07-07 16:30:00","2020-07-07 16:59:59",0.383333333333333,4.45,1.2,0.366666666666667,1,0.0598958333333333,0.6953125,0.1875,0.0572916666666667,0.00106481481481481,0.0123611111111111,0.00333333333333333,0.00101851851851852,1.96666666666667,1.96666666666667,NA,1.96666666666667,1.96666666666667,1010,1010,1558080,5835.50561797753,3361.14808904221,51,11957,219689,3051.23611111111,1839.39286135288,5,5973
+"thirtyminutes0033#2020-07-08 16:30:00,2020-07-08 16:59:59","thirtyminutes0033","2020-07-08 16:30:00","2020-07-08 16:59:59",0.1,1.96666666666667,0.616666666666667,0.166666666666667,NA,0.0350877192982456,0.690058479532164,0.216374269005848,0.0584795321637427,0.000277777777777778,0.00546296296296296,0.00171296296296296,0.000462962962962963,0,NA,NA,NA,0,NA,NA,705058,5975.06779661017,3287.01941917461,130,11994,106715,2884.18918918919,1589.3816903619,155,5896
+"thirtyminutes0034#2020-07-07 17:00:00,2020-07-07 17:29:59","thirtyminutes0034","2020-07-07 17:00:00","2020-07-07 17:29:59",0.766666666666667,11.3333333333333,3.4,0.85,2,0.0468909276248726,0.693170234454638,0.207951070336391,0.0519877675840979,0.00212962962962963,0.0314814814814815,0.00944444444444444,0.00236111111111111,6.45,3.225,1.04887505876005,2.48333333333333,3.96666666666667,1032,1038,4205272,6184.22352941176,3480.06016995185,15,11869,621932,3048.6862745098,1727.26067460511,37,5928
+"thirtyminutes0034#2020-07-08 17:00:00,2020-07-08 17:29:59","thirtyminutes0034","2020-07-08 17:00:00","2020-07-08 17:29:59",0.2,1.83333333333333,0.583333333333333,0.183333333333333,1,0.0714285714285714,0.654761904761905,0.208333333333333,0.0654761904761905,0.000555555555555556,0.00509259259259259,0.00162037037037037,0.000509259259259259,5.23333333333333,5.23333333333333,NA,5.23333333333333,5.23333333333333,1022,1022,706913,6426.48181818182,3597.07282557782,155,11984,112200,3205.71428571429,1996.67760176203,26,5965
+"thirtyminutes0035#2020-07-08 17:30:00,2020-07-08 17:59:59","thirtyminutes0035","2020-07-08 17:30:00","2020-07-08 17:59:59",0.0333333333333333,0.733333333333333,0.2,0.0166666666666667,1,0.0338983050847458,0.745762711864407,0.203389830508475,0.0169491525423729,9.25925925925926e-05,0.00203703703703704,0.000555555555555556,4.62962962962963e-05,0.35,0.35,NA,0.35,0.35,1079,1079,269590,6127.04545454545,3796.70145670873,137,11971,39917,3326.41666666667,1785.64887408335,541,5590
+"thirtyminutes0039#2020-07-08 19:30:00,2020-07-08 19:59:59","thirtyminutes0039","2020-07-08 19:30:00","2020-07-08 19:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,NA,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.000277777777777778,0.00583333333333333,0.00199074074074074,0.000185185185185185,0,NA,NA,NA,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791
+"thirtyminutes0040#2020-07-07 20:00:00,2020-07-07 20:29:59","thirtyminutes0040","2020-07-07 20:00:00","2020-07-07 20:29:59",0.0833333333333333,1.3,0.5,0.1,1,0.0420168067226891,0.65546218487395,0.252100840336134,0.0504201680672269,0.000231481481481481,0.00361111111111111,0.00138888888888889,0.000277777777777778,1.35,1.35,NA,1.35,1.35,1204,1204,505175,6476.60256410256,3468.7579061419,255,11958,89106,2970.2,1714.36781149888,116,5801
+"thirtyminutes0046#2020-07-07 23:00:00,2020-07-07 23:29:59","thirtyminutes0046","2020-07-07 23:00:00","2020-07-07 23:29:59",0.133333333333333,1.36666666666667,0.366666666666667,0.116666666666667,1,0.0672268907563025,0.689075630252101,0.184873949579832,0.0588235294117647,0.00037037037037037,0.0037962962962963,0.00101851851851852,0.000324074074074074,1.38333333333333,1.38333333333333,NA,1.38333333333333,1.38333333333333,1407,1407,451528,5506.43902439024,3323.384672502,449,11997,69623,3164.68181818182,1700.61863775576,128,5807
+"thirtyminutes0047#2020-07-07 23:30:00,2020-07-07 23:59:59","thirtyminutes0047","2020-07-07 23:30:00","2020-07-07 23:59:59",0.15,1.98333333333333,0.65,0.2,1,0.0502793296089385,0.664804469273743,0.217877094972067,0.0670391061452514,0.000416666666666667,0.00550925925925926,0.00180555555555556,0.000555555555555556,2.15,2.15,NA,2.15,2.15,1436,1436,696959,5856.79831932773,3410.93125754917,117,11685,129548,3321.74358974359,1756.63003800412,116,5961
--- a/tests/data/processed/features/periodic/test01/phone_conversation.csv
+++ b/tests/data/processed/features/periodic/test01/phone_conversation.csv
@ -1,11 +1,11 @@
-"local_segment","local_segment_label","local_start_date","local_start_time","local_end_date","local_end_time","conversation_rapids_minutessilence","conversation_rapids_minutesnoise","conversation_rapids_minutesvoice","conversation_rapids_minutesunknown","conversation_rapids_countconversation","conversation_rapids_silencesensedfraction","conversation_rapids_noisesensedfraction","conversation_rapids_voicesensedfraction","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceexpectedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_sumconversationduration","conversation_rapids_avgconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_minconversationduration","conversation_rapids_maxconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_timelastconversation","conversation_rapids_noisesumenergy","conversation_rapids_noiseavgenergy","conversation_rapids_noisesdenergy","conversation_rapids_noiseminenergy","conversation_rapids_noisemaxenergy","conversation_rapids_voicesumenergy","conversation_rapids_voiceavgenergy","conversation_rapids_voicesdenergy","conversation_rapids_voiceminenergy","conversation_rapids_voicemaxenergy"
-"afternoon#2020-07-07#12:00:00#2020-07-07#17:59:59","afternoon","2020-07-07","12:00:00","2020-07-07","17:59:59",2.13333333333333,27.4166666666667,8.26666666666667,1.8,5,0.0538493899873791,0.692048801009676,0.208666386201094,0.0454354228018511,0.00592592592592593,0.0761574074074074,0.022962962962963,0.005,12.4379500031471,2.48759000062943,0.869095100149537,1.7806666692098,3.96938333511353,733,1038,9942436,6044.03404255319,3481.15148889292,15,11997,1506807,3037.91733870968,1754.92051540106,5,5998
-"afternoon#2020-07-08#12:00:00#2020-07-08#17:59:59","afternoon","2020-07-08","12:00:00","2020-07-08","17:59:59",0.65,8.88333333333333,2.43333333333333,0.616666666666667,3,0.0516556291390728,0.705960264900662,0.193377483443709,0.0490066225165563,0.00180555555555556,0.0246759259259259,0.00675925925925926,0.00171296296296296,10.9306666652362,3.64355555507872,2.86167904998861,0.340166664123535,5.36541666984558,725,1079,3300159,6191.66791744841,3457.36750549971,32,11994,434210,2974.04109589041,1728.00992524573,26,5965
-"daily#2020-07-07#00:00:00#2020-07-07#23:59:59","daily","2020-07-07","00:00:00","2020-07-07","23:59:59",3.7,50.6333333333333,15.0666666666667,3.68333333333333,14,0.0506271379703535,0.692816419612315,0.206157354618016,0.0503990877993159,0.0102777777777778,0.140648148148148,0.0418518518518518,0.0102314814814815,32.6724333286285,2.33374523775918,2.37483782469835,0.718016664187113,10.0464333335559,73,1436,18439355,6069.57044107966,3468.92936877742,13,11997,2734745,3025.16039823009,1740.00534289166,5,5998
-"daily#2020-07-08#00:00:00#2020-07-08#23:59:59","daily","2020-07-08","00:00:00","2020-07-08","23:59:59",2.65,35.6833333333333,9.35,2.55,9,0.0527538155275382,0.710351692103517,0.186131386861314,0.0507631055076311,0.00736111111111111,0.0991203703703704,0.0259722222222222,0.00708333333333333,34.3204833308856,3.81338703676506,4.31994487064644,0.290083332856496,14.2620333313942,77,1079,12899840,6025.14712751051,3479.79867896124,21,11994,1772024,3158.688057041,1734.43700437943,15,5983
-"evening#2020-07-07#18:00:00#2020-07-07#23:59:59","evening","2020-07-07","18:00:00","2020-07-07","23:59:59",0.366666666666667,4.65,1.51666666666667,0.416666666666667,3,0.052757793764988,0.669064748201439,0.218225419664269,0.0599520383693046,0.00101851851851852,0.0129166666666667,0.00421296296296296,0.00115740740740741,4.88070000012716,1.62690000004239,0.447887881340764,1.35104999939601,2.14368333419164,1204,1436,1653662,5927.10394265233,3410.01360257296,117,11997,288277,3167.87912087912,1716.97773773935,116,5961
-"evening#2020-07-08#18:00:00#2020-07-08#23:59:59","evening","2020-07-08","18:00:00","2020-07-08","23:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,NA,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.000277777777777778,0.00583333333333333,0.00199074074074074,0.000185185185185185,0,NA,NA,NA,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791
-"morning#2020-07-07#06:00:00#2020-07-07#11:59:59","morning","2020-07-07","06:00:00","2020-07-07","11:59:59",0.5,8.26666666666667,2.43333333333333,0.65,4,0.0421940928270042,0.69760900140647,0.205344585091421,0.0548523206751055,0.00138888888888889,0.022962962962963,0.00675925925925926,0.00180555555555556,4.58933332761129,1.14733333190282,0.42892803694051,0.749316664536794,1.66509999831518,392,656,3018217,6085.11491935484,3372.11073498322,13,11985,439819,3012.45890410959,1708.97915132947,18,5974
-"morning#2020-07-08#06:00:00#2020-07-08#11:59:59","morning","2020-07-08","06:00:00","2020-07-08","11:59:59",0.816666666666667,8.96666666666667,2.48333333333333,0.566666666666667,3,0.0636363636363636,0.698701298701299,0.193506493506494,0.0441558441558441,0.00226851851851852,0.0249074074074074,0.00689814814814815,0.00157407407407407,5.44793333212535,1.81597777737512,1.32280782143747,0.290083332856496,2.63854999939601,481,719,3328403,6186.62267657993,3507.24281146226,21,11986,484712,3253.10067114094,1731.83020181106,39,5972
-"night#2020-07-07#00:00:00#2020-07-07#05:59:59","night","2020-07-07","00:00:00","2020-07-07","05:59:59",0.7,10.3,2.85,0.816666666666667,2,0.0477272727272727,0.702272727272727,0.194318181818182,0.0556818181818182,0.00194444444444444,0.0286111111111111,0.00791666666666667,0.00226851851851852,10.764449997743,5.38222499887148,6.59618668464427,0.718016664187113,10.0464333335559,73,359,3825040,6189.38511326861,3543.18152922148,31,11976,499842,2923.05263157895,1743.75373754829,54,5982
-"night#2020-07-08#00:00:00#2020-07-08#05:59:59","night","2020-07-08","00:00:00","2020-07-08","05:59:59",1.08333333333333,15.7333333333333,3.71666666666667,1.3,3,0.049618320610687,0.720610687022901,0.170229007633588,0.0595419847328244,0.00300925925925926,0.0437037037037037,0.0103240740740741,0.00361111111111111,17.9418833335241,5.98062777784136,7.18578728163615,1.39351666768392,14.2620333313942,77,359,5533379,5861.63029661017,3459.01595983081,49,11981,714837,3205.54708520179,1752.09560659939,15,5983
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","conversation_rapids_minutessilence","conversation_rapids_minutesnoise","conversation_rapids_minutesvoice","conversation_rapids_minutesunknown","conversation_rapids_countconversation","conversation_rapids_silencesensedfraction","conversation_rapids_noisesensedfraction","conversation_rapids_voicesensedfraction","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceexpectedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_sumconversationduration","conversation_rapids_avgconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_minconversationduration","conversation_rapids_maxconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_timelastconversation","conversation_rapids_noisesumenergy","conversation_rapids_noiseavgenergy","conversation_rapids_noisesdenergy","conversation_rapids_noiseminenergy","conversation_rapids_noisemaxenergy","conversation_rapids_voicesumenergy","conversation_rapids_voiceavgenergy","conversation_rapids_voicesdenergy","conversation_rapids_voiceminenergy","conversation_rapids_voicemaxenergy"
+"afternoon#2020-07-07 12:00:00,2020-07-07 17:59:59","afternoon","2020-07-07 12:00:00","2020-07-07 17:59:59",2.13333333333333,27.4166666666667,8.26666666666667,1.8,5,0.0538493899873791,0.692048801009676,0.208666386201094,0.0454354228018511,0.00592592592592593,0.0761574074074074,0.022962962962963,0.005,12.4379500031471,2.48759000062943,0.869095100149537,1.7806666692098,3.96938333511353,733,1038,9942436,6044.03404255319,3481.15148889292,15,11997,1506807,3037.91733870968,1754.92051540106,5,5998
+"afternoon#2020-07-08 12:00:00,2020-07-08 17:59:59","afternoon","2020-07-08 12:00:00","2020-07-08 17:59:59",0.65,8.88333333333333,2.43333333333333,0.616666666666667,3,0.0516556291390728,0.705960264900662,0.193377483443709,0.0490066225165563,0.00180555555555556,0.0246759259259259,0.00675925925925926,0.00171296296296296,10.9306666652362,3.64355555507872,2.86167904998861,0.340166664123535,5.36541666984558,725,1079,3300159,6191.66791744841,3457.36750549971,32,11994,434210,2974.04109589041,1728.00992524573,26,5965
+"daily#2020-07-07 00:00:00,2020-07-07 23:59:59","daily","2020-07-07 00:00:00","2020-07-07 23:59:59",3.7,50.6333333333333,15.0666666666667,3.68333333333333,14,0.0506271379703535,0.692816419612315,0.206157354618016,0.0503990877993159,0.0102777777777778,0.140648148148148,0.0418518518518518,0.0102314814814815,32.6724333286285,2.33374523775918,2.37483782469835,0.718016664187113,10.0464333335559,73,1436,18439355,6069.57044107966,3468.92936877742,13,11997,2734745,3025.16039823009,1740.00534289166,5,5998
+"daily#2020-07-08 00:00:00,2020-07-08 23:59:59","daily","2020-07-08 00:00:00","2020-07-08 23:59:59",2.65,35.6833333333333,9.35,2.55,9,0.0527538155275382,0.710351692103517,0.186131386861314,0.0507631055076311,0.00736111111111111,0.0991203703703704,0.0259722222222222,0.00708333333333333,34.3204833308856,3.81338703676506,4.31994487064644,0.290083332856496,14.2620333313942,77,1079,12899840,6025.14712751051,3479.79867896124,21,11994,1772024,3158.688057041,1734.43700437943,15,5983
+"evening#2020-07-07 18:00:00,2020-07-07 23:59:59","evening","2020-07-07 18:00:00","2020-07-07 23:59:59",0.366666666666667,4.65,1.51666666666667,0.416666666666667,3,0.052757793764988,0.669064748201439,0.218225419664269,0.0599520383693046,0.00101851851851852,0.0129166666666667,0.00421296296296296,0.00115740740740741,4.88070000012716,1.62690000004239,0.447887881340764,1.35104999939601,2.14368333419164,1204,1436,1653662,5927.10394265233,3410.01360257296,117,11997,288277,3167.87912087912,1716.97773773935,116,5961
+"evening#2020-07-08 18:00:00,2020-07-08 23:59:59","evening","2020-07-08 18:00:00","2020-07-08 23:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,NA,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.000277777777777778,0.00583333333333333,0.00199074074074074,0.000185185185185185,0,NA,NA,NA,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791
+"morning#2020-07-07 06:00:00,2020-07-07 11:59:59","morning","2020-07-07 06:00:00","2020-07-07 11:59:59",0.5,8.26666666666667,2.43333333333333,0.65,4,0.0421940928270042,0.69760900140647,0.205344585091421,0.0548523206751055,0.00138888888888889,0.022962962962963,0.00675925925925926,0.00180555555555556,4.58933332761129,1.14733333190282,0.42892803694051,0.749316664536794,1.66509999831518,392,656,3018217,6085.11491935484,3372.11073498322,13,11985,439819,3012.45890410959,1708.97915132947,18,5974
+"morning#2020-07-08 06:00:00,2020-07-08 11:59:59","morning","2020-07-08 06:00:00","2020-07-08 11:59:59",0.816666666666667,8.96666666666667,2.48333333333333,0.566666666666667,3,0.0636363636363636,0.698701298701299,0.193506493506494,0.0441558441558441,0.00226851851851852,0.0249074074074074,0.00689814814814815,0.00157407407407407,5.44793333212535,1.81597777737512,1.32280782143747,0.290083332856496,2.63854999939601,481,719,3328403,6186.62267657993,3507.24281146226,21,11986,484712,3253.10067114094,1731.83020181106,39,5972
+"night#2020-07-07 00:00:00,2020-07-07 05:59:59","night","2020-07-07 00:00:00","2020-07-07 05:59:59",0.7,10.3,2.85,0.816666666666667,2,0.0477272727272727,0.702272727272727,0.194318181818182,0.0556818181818182,0.00194444444444444,0.0286111111111111,0.00791666666666667,0.00226851851851852,10.764449997743,5.38222499887148,6.59618668464427,0.718016664187113,10.0464333335559,73,359,3825040,6189.38511326861,3543.18152922148,31,11976,499842,2923.05263157895,1743.75373754829,54,5982
+"night#2020-07-08 00:00:00,2020-07-08 05:59:59","night","2020-07-08 00:00:00","2020-07-08 05:59:59",1.08333333333333,15.7333333333333,3.71666666666667,1.3,3,0.049618320610687,0.720610687022901,0.170229007633588,0.0595419847328244,0.00300925925925926,0.0437037037037037,0.0103240740740741,0.00361111111111111,17.9418833335241,5.98062777784136,7.18578728163615,1.39351666768392,14.2620333313942,77,359,5533379,5861.63029661017,3459.01595983081,49,11981,714837,3205.54708520179,1752.09560659939,15,5983
--- a/tests/data/processed/features/periodic/test02/phone_conversation.csv
+++ b/tests/data/processed/features/periodic/test02/phone_conversation.csv
@ -1,11 +1,11 @@
-"local_segment","local_segment_label","local_start_date","local_start_time","local_end_date","local_end_time","conversation_rapids_minutessilence","conversation_rapids_minutesnoise","conversation_rapids_minutesvoice","conversation_rapids_minutesunknown","conversation_rapids_countconversation","conversation_rapids_silencesensedfraction","conversation_rapids_noisesensedfraction","conversation_rapids_voicesensedfraction","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceexpectedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_sumconversationduration","conversation_rapids_avgconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_minconversationduration","conversation_rapids_maxconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_timelastconversation","conversation_rapids_noisesumenergy","conversation_rapids_noiseavgenergy","conversation_rapids_noisesdenergy","conversation_rapids_noiseminenergy","conversation_rapids_noisemaxenergy","conversation_rapids_voicesumenergy","conversation_rapids_voiceavgenergy","conversation_rapids_voicesdenergy","conversation_rapids_voiceminenergy","conversation_rapids_voicemaxenergy"
-"afternoon#2020-07-07#12:00:00#2020-07-07#17:59:59","afternoon","2020-07-07","12:00:00","2020-07-07","17:59:59",2.13333333333333,27.4166666666667,8.26666666666667,1.8,5,0.0538493899873791,0.692048801009676,0.208666386201094,0.0454354228018511,0.00592592592592593,0.0761574074074074,0.022962962962963,0.005,12.4166666666667,2.48333333333333,0.870105357605235,1.78333333333333,3.96666666666667,733,1038,9942436,6044.03404255319,3481.15148889292,15,11997,1506807,3037.91733870968,1754.92051540106,5,5998
-"afternoon#2020-07-08#12:00:00#2020-07-08#17:59:59","afternoon","2020-07-08","12:00:00","2020-07-08","17:59:59",0.65,8.88333333333333,2.43333333333333,0.616666666666667,3,0.0516556291390728,0.705960264900662,0.193377483443709,0.0490066225165563,0.00180555555555556,0.0246759259259259,0.00675925925925926,0.00171296296296296,10.95,3.65,2.85866130285566,0.35,5.36666666666667,725,1079,3300159,6191.66791744841,3457.36750549971,32,11994,434210,2974.04109589041,1728.00992524573,26,5965
-"daily#2020-07-07#00:00:00#2020-07-07#23:59:59","daily","2020-07-07","00:00:00","2020-07-07","23:59:59",3.7,50.6333333333333,15.0666666666667,3.68333333333333,14,0.0506271379703535,0.692816419612315,0.206157354618016,0.0503990877993159,0.0102777777777778,0.140648148148148,0.0418518518518518,0.0102314814814815,32.6666666666667,2.33333333333333,2.37545317313934,0.716666666666667,10.05,73,1436,18439355,6069.57044107966,3468.92936877742,13,11997,2734745,3025.16039823009,1740.00534289166,5,5998
-"daily#2020-07-08#00:00:00#2020-07-08#23:59:59","daily","2020-07-08","00:00:00","2020-07-08","23:59:59",2.65,35.6833333333333,9.35,2.55,10,0.0527538155275382,0.710351692103517,0.186131386861314,0.0507631055076311,0.00736111111111111,0.0991203703703704,0.0259722222222222,0.00708333333333333,35.95,3.595,4.13312462137333,0.283333333333333,14.2666666666667,77,1198,12899840,6025.14712751051,3479.79867896124,21,11994,1772024,3158.688057041,1734.43700437943,15,5983
-"evening#2020-07-07#18:00:00#2020-07-07#23:59:59","evening","2020-07-07","18:00:00","2020-07-07","23:59:59",0.366666666666667,4.65,1.51666666666667,0.416666666666667,3,0.052757793764988,0.669064748201439,0.218225419664269,0.0599520383693046,0.00101851851851852,0.0129166666666667,0.00421296296296296,0.00115740740740741,4.88333333333333,1.62777777777778,0.452564707875918,1.35,2.15,1204,1436,1653662,5927.10394265233,3410.01360257296,117,11997,288277,3167.87912087912,1716.97773773935,116,5961
-"evening#2020-07-08#18:00:00#2020-07-08#23:59:59","evening","2020-07-08","18:00:00","2020-07-08","23:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,1,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.000277777777777778,0.00583333333333333,0.00199074074074074,0.000185185185185185,1.61666666666667,1.61666666666667,NA,1.61666666666667,1.61666666666667,1198,1198,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791
-"morning#2020-07-07#06:00:00#2020-07-07#11:59:59","morning","2020-07-07","06:00:00","2020-07-07","11:59:59",0.5,8.26666666666667,2.43333333333333,0.65,4,0.0421940928270042,0.69760900140647,0.205344585091421,0.0548523206751055,0.00138888888888889,0.022962962962963,0.00675925925925926,0.00180555555555556,4.6,1.15,0.4283906144146,0.75,1.66666666666667,392,656,3018217,6085.11491935484,3372.11073498322,13,11985,439819,3012.45890410959,1708.97915132947,18,5974
-"morning#2020-07-08#06:00:00#2020-07-08#11:59:59","morning","2020-07-08","06:00:00","2020-07-08","11:59:59",0.816666666666667,8.96666666666667,2.48333333333333,0.566666666666667,3,0.0636363636363636,0.698701298701299,0.193506493506494,0.0441558441558441,0.00226851851851852,0.0249074074074074,0.00689814814814815,0.00157407407407407,5.43333333333333,1.81111111111111,1.32437965911648,0.283333333333333,2.63333333333333,481,719,3328403,6186.62267657993,3507.24281146226,21,11986,484712,3253.10067114094,1731.83020181106,39,5972
-"night#2020-07-07#00:00:00#2020-07-07#05:59:59","night","2020-07-07","00:00:00","2020-07-07","05:59:59",0.7,10.3,2.85,0.816666666666667,2,0.0477272727272727,0.702272727272727,0.194318181818182,0.0556818181818182,0.00194444444444444,0.0286111111111111,0.00791666666666667,0.00226851851851852,10.7666666666667,5.38333333333333,6.59966329107444,0.716666666666667,10.05,73,359,3825040,6189.38511326861,3543.18152922148,31,11976,499842,2923.05263157895,1743.75373754829,54,5982
-"night#2020-07-08#00:00:00#2020-07-08#05:59:59","night","2020-07-08","00:00:00","2020-07-08","05:59:59",1.08333333333333,15.7333333333333,3.71666666666667,1.3,3,0.049618320610687,0.720610687022901,0.170229007633588,0.0595419847328244,0.00300925925925926,0.0437037037037037,0.0103240740740741,0.00361111111111111,17.95,5.98333333333333,7.18716062000689,1.4,14.2666666666667,77,359,5533379,5861.63029661017,3459.01595983081,49,11981,714837,3205.54708520179,1752.09560659939,15,5983
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","conversation_rapids_minutessilence","conversation_rapids_minutesnoise","conversation_rapids_minutesvoice","conversation_rapids_minutesunknown","conversation_rapids_countconversation","conversation_rapids_silencesensedfraction","conversation_rapids_noisesensedfraction","conversation_rapids_voicesensedfraction","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceexpectedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_sumconversationduration","conversation_rapids_avgconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_minconversationduration","conversation_rapids_maxconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_timelastconversation","conversation_rapids_noisesumenergy","conversation_rapids_noiseavgenergy","conversation_rapids_noisesdenergy","conversation_rapids_noiseminenergy","conversation_rapids_noisemaxenergy","conversation_rapids_voicesumenergy","conversation_rapids_voiceavgenergy","conversation_rapids_voicesdenergy","conversation_rapids_voiceminenergy","conversation_rapids_voicemaxenergy"
+"afternoon#2020-07-07 12:00:00,2020-07-07 17:59:59","afternoon","2020-07-07 12:00:00","2020-07-07 17:59:59",2.13333333333333,27.4166666666667,8.26666666666667,1.8,5,0.0538493899873791,0.692048801009676,0.208666386201094,0.0454354228018511,0.00592592592592593,0.0761574074074074,0.022962962962963,0.005,12.4166666666667,2.48333333333333,0.870105357605235,1.78333333333333,3.96666666666667,733,1038,9942436,6044.03404255319,3481.15148889292,15,11997,1506807,3037.91733870968,1754.92051540106,5,5998
+"afternoon#2020-07-08 12:00:00,2020-07-08 17:59:59","afternoon","2020-07-08 12:00:00","2020-07-08 17:59:59",0.65,8.88333333333333,2.43333333333333,0.616666666666667,3,0.0516556291390728,0.705960264900662,0.193377483443709,0.0490066225165563,0.00180555555555556,0.0246759259259259,0.00675925925925926,0.00171296296296296,10.95,3.65,2.85866130285566,0.35,5.36666666666667,725,1079,3300159,6191.66791744841,3457.36750549971,32,11994,434210,2974.04109589041,1728.00992524573,26,5965
+"daily#2020-07-07 00:00:00,2020-07-07 23:59:59","daily","2020-07-07 00:00:00","2020-07-07 23:59:59",3.7,50.6333333333333,15.0666666666667,3.68333333333333,14,0.0506271379703535,0.692816419612315,0.206157354618016,0.0503990877993159,0.0102777777777778,0.140648148148148,0.0418518518518518,0.0102314814814815,32.6666666666667,2.33333333333333,2.37545317313934,0.716666666666667,10.05,73,1436,18439355,6069.57044107966,3468.92936877742,13,11997,2734745,3025.16039823009,1740.00534289166,5,5998
+"daily#2020-07-08 00:00:00,2020-07-08 23:59:59","daily","2020-07-08 00:00:00","2020-07-08 23:59:59",2.65,35.6833333333333,9.35,2.55,10,0.0527538155275382,0.710351692103517,0.186131386861314,0.0507631055076311,0.00736111111111111,0.0991203703703704,0.0259722222222222,0.00708333333333333,35.95,3.595,4.13312462137333,0.283333333333333,14.2666666666667,77,1198,12899840,6025.14712751051,3479.79867896124,21,11994,1772024,3158.688057041,1734.43700437943,15,5983
+"evening#2020-07-07 18:00:00,2020-07-07 23:59:59","evening","2020-07-07 18:00:00","2020-07-07 23:59:59",0.366666666666667,4.65,1.51666666666667,0.416666666666667,3,0.052757793764988,0.669064748201439,0.218225419664269,0.0599520383693046,0.00101851851851852,0.0129166666666667,0.00421296296296296,0.00115740740740741,4.88333333333333,1.62777777777778,0.452564707875918,1.35,2.15,1204,1436,1653662,5927.10394265233,3410.01360257296,117,11997,288277,3167.87912087912,1716.97773773935,116,5961
+"evening#2020-07-08 18:00:00,2020-07-08 23:59:59","evening","2020-07-08 18:00:00","2020-07-08 23:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,1,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.000277777777777778,0.00583333333333333,0.00199074074074074,0.000185185185185185,1.61666666666667,1.61666666666667,NA,1.61666666666667,1.61666666666667,1198,1198,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791
+"morning#2020-07-07 06:00:00,2020-07-07 11:59:59","morning","2020-07-07 06:00:00","2020-07-07 11:59:59",0.5,8.26666666666667,2.43333333333333,0.65,4,0.0421940928270042,0.69760900140647,0.205344585091421,0.0548523206751055,0.00138888888888889,0.022962962962963,0.00675925925925926,0.00180555555555556,4.6,1.15,0.4283906144146,0.75,1.66666666666667,392,656,3018217,6085.11491935484,3372.11073498322,13,11985,439819,3012.45890410959,1708.97915132947,18,5974
+"morning#2020-07-08 06:00:00,2020-07-08 11:59:59","morning","2020-07-08 06:00:00","2020-07-08 11:59:59",0.816666666666667,8.96666666666667,2.48333333333333,0.566666666666667,3,0.0636363636363636,0.698701298701299,0.193506493506494,0.0441558441558441,0.00226851851851852,0.0249074074074074,0.00689814814814815,0.00157407407407407,5.43333333333333,1.81111111111111,1.32437965911648,0.283333333333333,2.63333333333333,481,719,3328403,6186.62267657993,3507.24281146226,21,11986,484712,3253.10067114094,1731.83020181106,39,5972
+"night#2020-07-07 00:00:00,2020-07-07 05:59:59","night","2020-07-07 00:00:00","2020-07-07 05:59:59",0.7,10.3,2.85,0.816666666666667,2,0.0477272727272727,0.702272727272727,0.194318181818182,0.0556818181818182,0.00194444444444444,0.0286111111111111,0.00791666666666667,0.00226851851851852,10.7666666666667,5.38333333333333,6.59966329107444,0.716666666666667,10.05,73,359,3825040,6189.38511326861,3543.18152922148,31,11976,499842,2923.05263157895,1743.75373754829,54,5982
+"night#2020-07-08 00:00:00,2020-07-08 05:59:59","night","2020-07-08 00:00:00","2020-07-08 05:59:59",1.08333333333333,15.7333333333333,3.71666666666667,1.3,3,0.049618320610687,0.720610687022901,0.170229007633588,0.0595419847328244,0.00300925925925926,0.0437037037037037,0.0103240740740741,0.00361111111111111,17.95,5.98333333333333,7.18716062000689,1.4,14.2666666666667,77,359,5533379,5861.63029661017,3459.01595983081,49,11981,714837,3205.54708520179,1752.09560659939,15,5983
--- a/tests/data/processed/features/periodic/test03/phone_conversation.csv
+++ b/tests/data/processed/features/periodic/test03/phone_conversation.csv
@ -1 +1 @@
-"local_segment","local_segment_label","local_start_date","local_start_time","local_end_date","local_end_time","conversation_rapids_minutesnoise","conversation_rapids_noiseminenergy","conversation_rapids_noisesumenergy","conversation_rapids_voicesdenergy","conversation_rapids_avgconversationduration","conversation_rapids_minutesunknown","conversation_rapids_minconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_voiceexpectedfraction","conversation_rapids_timefirstconversation","conversation_rapids_minutesvoice","conversation_rapids_noiseavgenergy","conversation_rapids_unknownsensedfraction","conversation_rapids_silencesensedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_maxconversationduration","conversation_rapids_countconversation","conversation_rapids_noisesensedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_noisemaxenergy","conversation_rapids_voiceavgenergy","conversation_rapids_silenceexpectedfraction","conversation_rapids_voicemaxenergy","conversation_rapids_sumconversationduration","conversation_rapids_noisesdenergy","conversation_rapids_minutessilence","conversation_rapids_timelastconversation","conversation_rapids_voicesumenergy","conversation_rapids_voicesensedfraction","conversation_rapids_voiceminenergy"
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","conversation_rapids_sdconversationduration","conversation_rapids_minutesunknown","conversation_rapids_minutesvoice","conversation_rapids_timefirstconversation","conversation_rapids_silencesensedfraction","conversation_rapids_minutesnoise","conversation_rapids_minconversationduration","conversation_rapids_timelastconversation","conversation_rapids_voicemaxenergy","conversation_rapids_noiseminenergy","conversation_rapids_voiceavgenergy","conversation_rapids_voiceexpectedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_voicesdenergy","conversation_rapids_noisesumenergy","conversation_rapids_noiseavgenergy","conversation_rapids_avgconversationduration","conversation_rapids_silenceexpectedfraction","conversation_rapids_sumconversationduration","conversation_rapids_voiceminenergy","conversation_rapids_noisesensedfraction","conversation_rapids_voicesensedfraction","conversation_rapids_noisemaxenergy","conversation_rapids_unknownexpectedfraction","conversation_rapids_minutessilence","conversation_rapids_voicesumenergy","conversation_rapids_countconversation","conversation_rapids_noisesdenergy","conversation_rapids_unknownsensedfraction","conversation_rapids_maxconversationduration"
--- a/tests/data/processed/features/periodic/test04/phone_conversation.csv
+++ b/tests/data/processed/features/periodic/test04/phone_conversation.csv
@ -1 +1 @@
-"local_segment","local_segment_label","local_start_date","local_start_time","local_end_date","local_end_time","conversation_rapids_minutesnoise","conversation_rapids_noiseminenergy","conversation_rapids_noisesumenergy","conversation_rapids_voicesdenergy","conversation_rapids_avgconversationduration","conversation_rapids_minutesunknown","conversation_rapids_minconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_voiceexpectedfraction","conversation_rapids_timefirstconversation","conversation_rapids_minutesvoice","conversation_rapids_noiseavgenergy","conversation_rapids_unknownsensedfraction","conversation_rapids_silencesensedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_maxconversationduration","conversation_rapids_countconversation","conversation_rapids_noisesensedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_noisemaxenergy","conversation_rapids_voiceavgenergy","conversation_rapids_silenceexpectedfraction","conversation_rapids_voicemaxenergy","conversation_rapids_sumconversationduration","conversation_rapids_noisesdenergy","conversation_rapids_minutessilence","conversation_rapids_timelastconversation","conversation_rapids_voicesumenergy","conversation_rapids_voicesensedfraction","conversation_rapids_voiceminenergy"
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","conversation_rapids_minconversationduration","conversation_rapids_voicesensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_countconversation","conversation_rapids_voicemaxenergy","conversation_rapids_avgconversationduration","conversation_rapids_voicesumenergy","conversation_rapids_minutessilence","conversation_rapids_noiseexpectedfraction","conversation_rapids_maxconversationduration","conversation_rapids_sumconversationduration","conversation_rapids_noiseavgenergy","conversation_rapids_voiceexpectedfraction","conversation_rapids_noisesdenergy","conversation_rapids_timefirstconversation","conversation_rapids_unknownsensedfraction","conversation_rapids_voiceminenergy","conversation_rapids_silencesensedfraction","conversation_rapids_minutesnoise","conversation_rapids_sdconversationduration","conversation_rapids_voicesdenergy","conversation_rapids_minutesvoice","conversation_rapids_noisemaxenergy","conversation_rapids_noiseminenergy","conversation_rapids_minutesunknown","conversation_rapids_voiceavgenergy","conversation_rapids_noisesensedfraction","conversation_rapids_timelastconversation","conversation_rapids_noisesumenergy"
--- a/tests/data/raw/test05/phone_conversation_raw.csv
+++ b/tests/data/raw/test05/phone_conversation_raw.csv
--- a/tests/data/raw/test06/phone_conversation_raw.csv
+++ b/tests/data/raw/test06/phone_conversation_raw.csv
--- a/tests/settings/frequency/testing_config.yaml
+++ b/tests/settings/frequency/testing_config.yaml
@ -236,10 +236,11 @@ PHONE_CONVERSATION:
    IOS: plugin_studentlife_audio
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: TRUE
      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"]
      RECORDING_MINUTES: 1
--- a/tests/settings/periodic/testing_config.yaml
+++ b/tests/settings/periodic/testing_config.yaml
@ -66,7 +66,7 @@ PHONE_MESSAGES:
  TABLE: messages
  PROVIDERS:
    RAPIDS:
-      COMPUTE: True
+      COMPUTE: TRUE
      MESSAGES_TYPES : [received, sent]
      FEATURES: 
        received: [count, distinctcontacts, timefirstmessage, timelastmessage, countmostfrequentcontact]
@ -79,7 +79,7 @@ PHONE_CALLS:
  TABLE: calls
  PROVIDERS:
    RAPIDS:
-      COMPUTE: True
+      COMPUTE: TRUE
      CALL_TYPES: [missed, incoming, outgoing]
      FEATURES:
        missed:  [count, distinctcontacts, timefirstcall, timelastcall, countmostfrequentcontact]
@ -119,7 +119,7 @@ PHONE_BLUETOOTH:
  TABLE: bluetooth
  PROVIDERS:
    RAPIDS:
-      COMPUTE: True
+      COMPUTE: TRUE
      FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
      SRC_FOLDER: "rapids" # inside src/features/phone_bluetooth
      SRC_LANGUAGE: "r"
@ -168,7 +168,7 @@ PHONE_LIGHT:
  TABLE: light
  PROVIDERS:
    RAPIDS:
-      COMPUTE: True
+      COMPUTE: TRUE
      FEATURES: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
      SRC_FOLDER: "rapids" # inside src/features/phone_light
      SRC_LANGUAGE: "python"
@ -200,7 +200,7 @@ PHONE_APPLICATIONS_FOREGROUND:
    SCRAPE_MISSING_CATEGORIES: False # whether or not to scrape missing genres, only effective if CATALOGUE_SOURCE is equal to FILE. If CATALOGUE_SOURCE is equal to GOOGLE, all genres are scraped anyway
  PROVIDERS:
    RAPIDS:
-      COMPUTE: True
+      COMPUTE: TRUE
      SINGLE_CATEGORIES: ["all", "email"]
      MULTIPLE_CATEGORIES:
        social: ["socialnetworks", "socialmediatools"]
@ -216,7 +216,7 @@ PHONE_WIFI_VISIBLE:
  TABLE: "wifi"
  PROVIDERS:
    RAPIDS:
-      COMPUTE: True
+      COMPUTE: TRUE
      FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
      SRC_FOLDER: "rapids" # inside src/features/phone_wifi_visible
      SRC_LANGUAGE: "r"
@ -225,7 +225,7 @@ PHONE_WIFI_CONNECTED:
  TABLE: "sensor_wifi"
  PROVIDERS:
    RAPIDS:
-      COMPUTE: True
+      COMPUTE: TRUE
      FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
      SRC_FOLDER: "rapids" # inside src/features/phone_wifi_connected
      SRC_LANGUAGE: "r"
@ -236,10 +236,11 @@ PHONE_CONVERSATION:
    IOS: plugin_studentlife_audio
  PROVIDERS:
    RAPIDS:
-      COMPUTE: False
+      COMPUTE: TRUE
      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"]
      RECORDING_MINUTES: 1
				`@ -0,0 +1 @@`
				"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","conversation_rapids_unknownexpectedfraction","conversation_rapids_voicemaxenergy","conversation_rapids_minutesvoice","conversation_rapids_avgconversationduration","conversation_rapids_silencesensedfraction","conversation_rapids_noiseminenergy","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_countconversation","conversation_rapids_noiseavgenergy","conversation_rapids_timelastconversation","conversation_rapids_voicesumenergy","conversation_rapids_voicesdenergy","conversation_rapids_sumconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_sdconversationduration","conversation_rapids_voiceavgenergy","conversation_rapids_minutesunknown","conversation_rapids_minutessilence","conversation_rapids_noisesumenergy","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceminenergy","conversation_rapids_minconversationduration","conversation_rapids_minutesnoise","conversation_rapids_voiceexpectedfraction","conversation_rapids_noisemaxenergy","conversation_rapids_noisesdenergy","conversation_rapids_noisesensedfraction","conversation_rapids_maxconversationduration","conversation_rapids_voicesensedfraction"