diff --git a/tests/data/processed/features/frequency/test05/calls.csv b/tests/data/processed/features/frequency/test05/calls.csv
index a465c052..99e72614 100644
--- a/tests/data/processed/features/frequency/test05/calls.csv
+++ b/tests/data/processed/features/frequency/test05/calls.csv
@@ -1,19 +1,19 @@
 "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","calls_rapids_missed_count","calls_rapids_missed_distinctcontacts","calls_rapids_missed_timefirstcall","calls_rapids_missed_timelastcall","calls_rapids_missed_countmostfrequentcontact","calls_rapids_incoming_count","calls_rapids_incoming_distinctcontacts","calls_rapids_incoming_meanduration","calls_rapids_incoming_sumduration","calls_rapids_incoming_minduration","calls_rapids_incoming_maxduration","calls_rapids_incoming_stdduration","calls_rapids_incoming_modeduration","calls_rapids_incoming_entropyduration","calls_rapids_incoming_timefirstcall","calls_rapids_incoming_timelastcall","calls_rapids_incoming_countmostfrequentcontact","calls_rapids_outgoing_count","calls_rapids_outgoing_distinctcontacts","calls_rapids_outgoing_meanduration","calls_rapids_outgoing_sumduration","calls_rapids_outgoing_minduration","calls_rapids_outgoing_maxduration","calls_rapids_outgoing_stdduration","calls_rapids_outgoing_modeduration","calls_rapids_outgoing_entropyduration","calls_rapids_outgoing_timefirstcall","calls_rapids_outgoing_timelastcall","calls_rapids_outgoing_countmostfrequentcontact"
-"thirtyminutes0012#2020-10-01 06:00:00,2020-10-01 06:29:59","thirtyminutes0012","2020-10-01 06:00:00","2020-10-01 06:29:59",2,1,381,388,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1421,1421,1421,1421,NA,1421,0,373,373,1
-"thirtyminutes0014#2020-10-01 07:00:00,2020-10-01 07:29:59","thirtyminutes0014","2020-10-01 07:00:00","2020-10-01 07:29:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1186,1186,1186,1186,NA,1186,0,423,423,1
-"thirtyminutes0015#2020-10-01 07:30:00,2020-10-01 07:59:59","thirtyminutes0015","2020-10-01 07:30:00","2020-10-01 07:59:59",1,1,472,472,1,1,1,1331,1331,1331,1331,NA,1331,0,462,462,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0017#2020-10-01 08:30:00,2020-10-01 08:59:59","thirtyminutes0017","2020-10-01 08:30:00","2020-10-01 08:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,759,759,759,759,NA,759,0,529,529,1
-"thirtyminutes0018#2020-10-01 09:00:00,2020-10-01 09:29:59","thirtyminutes0018","2020-10-01 09:00:00","2020-10-01 09:29:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,2,1240.5,2481,1060,1421,255.265548008344,1060,0.682725062547722,555,561,1
-"thirtyminutes0019#2020-10-01 09:30:00,2020-10-01 09:59:59","thirtyminutes0019","2020-10-01 09:30:00","2020-10-01 09:59:59",1,1,584,584,1,1,1,213,213,213,213,NA,213,0,598,598,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0020#2020-10-01 10:00:00,2020-10-01 10:29:59","thirtyminutes0020","2020-10-01 10:00:00","2020-10-01 10:29:59",NA,NA,NA,NA,NA,2,2,945.5,1891,667,1224,393.858477120907,667,0.649380675519282,609,617,1,1,1,970,970,970,970,NA,970,0,602,602,1
-"thirtyminutes0022#2020-10-01 11:00:00,2020-10-01 11:29:59","thirtyminutes0022","2020-10-01 11:00:00","2020-10-01 11:29:59",NA,NA,NA,NA,NA,1,1,1299,1299,1299,1299,NA,1299,0,665,665,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0012#2020-10-01 06:00:00,2020-10-01 06:29:59","thirtyminutes0012","2020-10-01 06:00:00","2020-10-01 06:29:59",2,1,381,388,2,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1421,1421,1421,1421,NA,1421,0,373,373,1
+"thirtyminutes0014#2020-10-01 07:00:00,2020-10-01 07:29:59","thirtyminutes0014","2020-10-01 07:00:00","2020-10-01 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1186,1186,1186,1186,NA,1186,0,423,423,1
+"thirtyminutes0015#2020-10-01 07:30:00,2020-10-01 07:59:59","thirtyminutes0015","2020-10-01 07:30:00","2020-10-01 07:59:59",1,1,472,472,1,1,1,1331,1331,1331,1331,NA,1331,0,462,462,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0017#2020-10-01 08:30:00,2020-10-01 08:59:59","thirtyminutes0017","2020-10-01 08:30:00","2020-10-01 08:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,759,759,759,759,NA,759,0,529,529,1
+"thirtyminutes0018#2020-10-01 09:00:00,2020-10-01 09:29:59","thirtyminutes0018","2020-10-01 09:00:00","2020-10-01 09:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,1240.5,2481,1060,1421,255.265548008344,1060,0.682725062547722,555,561,1
+"thirtyminutes0019#2020-10-01 09:30:00,2020-10-01 09:59:59","thirtyminutes0019","2020-10-01 09:30:00","2020-10-01 09:59:59",1,1,584,584,1,1,1,213,213,213,213,NA,213,0,598,598,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0020#2020-10-01 10:00:00,2020-10-01 10:29:59","thirtyminutes0020","2020-10-01 10:00:00","2020-10-01 10:29:59",0,0,NA,NA,0,2,2,945.5,1891,667,1224,393.858477120907,667,0.649380675519282,609,617,1,1,1,970,970,970,970,NA,970,0,602,602,1
+"thirtyminutes0022#2020-10-01 11:00:00,2020-10-01 11:29:59","thirtyminutes0022","2020-10-01 11:00:00","2020-10-01 11:29:59",0,0,NA,NA,0,1,1,1299,1299,1299,1299,NA,1299,0,665,665,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
 "thirtyminutes0025#2020-10-01 12:30:00,2020-10-01 12:59:59","thirtyminutes0025","2020-10-01 12:30:00","2020-10-01 12:59:59",1,1,760,760,1,1,1,1157,1157,1157,1157,NA,1157,0,767,767,1,1,1,759,759,759,759,NA,759,0,767,767,1
-"thirtyminutes0026#2020-10-01 13:00:00,2020-10-01 13:29:59","thirtyminutes0026","2020-10-01 13:00:00","2020-10-01 13:29:59",1,1,793,793,1,2,2,909.5,1819,662,1157,350.017856687341,662,0.655924265162771,794,807,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0027#2020-10-01 13:30:00,2020-10-01 13:59:59","thirtyminutes0027","2020-10-01 13:30:00","2020-10-01 13:59:59",NA,NA,NA,NA,NA,2,2,746,1492,439,1053,434.16356364854,1053,0.606236134907757,814,831,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0028#2020-10-01 14:00:00,2020-10-01 14:29:59","thirtyminutes0028","2020-10-01 14:00:00","2020-10-01 14:29:59",NA,NA,NA,NA,NA,1,1,1719,1719,1719,1719,NA,1719,0,850,850,1,1,1,1116,1116,1116,1116,NA,1116,0,862,862,1
-"thirtyminutes0029#2020-10-01 14:30:00,2020-10-01 14:59:59","thirtyminutes0029","2020-10-01 14:30:00","2020-10-01 14:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1289,1289,1289,1289,NA,1289,0,882,882,1
-"thirtyminutes0030#2020-10-01 15:00:00,2020-10-01 15:29:59","thirtyminutes0030","2020-10-01 15:00:00","2020-10-01 15:29:59",NA,NA,NA,NA,NA,2,2,1509,3018,1299,1719,296.98484809835,1719,0.683597902114995,918,919,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0031#2020-10-01 15:30:00,2020-10-01 15:59:59","thirtyminutes0031","2020-10-01 15:30:00","2020-10-01 15:59:59",1,1,956,956,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0033#2020-10-01 16:30:00,2020-10-01 16:59:59","thirtyminutes0033","2020-10-01 16:30:00","2020-10-01 16:59:59",1,1,1015,1015,1,1,1,1224,1224,1224,1224,NA,1224,0,1000,1000,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0034#2020-10-01 17:00:00,2020-10-01 17:29:59","thirtyminutes0034","2020-10-01 17:00:00","2020-10-01 17:29:59",NA,NA,NA,NA,NA,1,1,667,667,667,667,NA,667,0,1046,1046,1,2,2,1329.5,2659,1116,1543,301.934595566656,1116,0.680385180743283,1031,1047,1
-"thirtyminutes0035#2020-10-01 17:30:00,2020-10-01 17:59:59","thirtyminutes0035","2020-10-01 17:30:00","2020-10-01 17:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,2,1301.5,2603,1060,1543,341.532575313102,1543,0.676023738060706,1066,1076,1
+"thirtyminutes0026#2020-10-01 13:00:00,2020-10-01 13:29:59","thirtyminutes0026","2020-10-01 13:00:00","2020-10-01 13:29:59",1,1,793,793,1,2,2,909.5,1819,662,1157,350.017856687341,662,0.655924265162771,794,807,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0027#2020-10-01 13:30:00,2020-10-01 13:59:59","thirtyminutes0027","2020-10-01 13:30:00","2020-10-01 13:59:59",0,0,NA,NA,0,2,2,746,1492,439,1053,434.16356364854,1053,0.606236134907757,814,831,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0028#2020-10-01 14:00:00,2020-10-01 14:29:59","thirtyminutes0028","2020-10-01 14:00:00","2020-10-01 14:29:59",0,0,NA,NA,0,1,1,1719,1719,1719,1719,NA,1719,0,850,850,1,1,1,1116,1116,1116,1116,NA,1116,0,862,862,1
+"thirtyminutes0029#2020-10-01 14:30:00,2020-10-01 14:59:59","thirtyminutes0029","2020-10-01 14:30:00","2020-10-01 14:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1289,1289,1289,1289,NA,1289,0,882,882,1
+"thirtyminutes0030#2020-10-01 15:00:00,2020-10-01 15:29:59","thirtyminutes0030","2020-10-01 15:00:00","2020-10-01 15:29:59",0,0,NA,NA,0,2,2,1509,3018,1299,1719,296.98484809835,1719,0.683597902114995,918,919,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0031#2020-10-01 15:30:00,2020-10-01 15:59:59","thirtyminutes0031","2020-10-01 15:30:00","2020-10-01 15:59:59",1,1,956,956,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0033#2020-10-01 16:30:00,2020-10-01 16:59:59","thirtyminutes0033","2020-10-01 16:30:00","2020-10-01 16:59:59",1,1,1015,1015,1,1,1,1224,1224,1224,1224,NA,1224,0,1000,1000,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0034#2020-10-01 17:00:00,2020-10-01 17:29:59","thirtyminutes0034","2020-10-01 17:00:00","2020-10-01 17:29:59",0,0,NA,NA,0,1,1,667,667,667,667,NA,667,0,1046,1046,1,2,2,1329.5,2659,1116,1543,301.934595566656,1116,0.680385180743283,1031,1047,1
+"thirtyminutes0035#2020-10-01 17:30:00,2020-10-01 17:59:59","thirtyminutes0035","2020-10-01 17:30:00","2020-10-01 17:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,2,2,1301.5,2603,1060,1543,341.532575313102,1543,0.676023738060706,1066,1076,1
diff --git a/tests/data/processed/features/frequency/test06/calls.csv b/tests/data/processed/features/frequency/test06/calls.csv
index ed1d58e3..5cfb1f0f 100644
--- a/tests/data/processed/features/frequency/test06/calls.csv
+++ b/tests/data/processed/features/frequency/test06/calls.csv
@@ -1,19 +1,19 @@
 "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","calls_rapids_missed_count","calls_rapids_missed_distinctcontacts","calls_rapids_missed_timefirstcall","calls_rapids_missed_timelastcall","calls_rapids_missed_countmostfrequentcontact","calls_rapids_incoming_count","calls_rapids_incoming_distinctcontacts","calls_rapids_incoming_meanduration","calls_rapids_incoming_sumduration","calls_rapids_incoming_minduration","calls_rapids_incoming_maxduration","calls_rapids_incoming_stdduration","calls_rapids_incoming_modeduration","calls_rapids_incoming_entropyduration","calls_rapids_incoming_timefirstcall","calls_rapids_incoming_timelastcall","calls_rapids_incoming_countmostfrequentcontact","calls_rapids_outgoing_count","calls_rapids_outgoing_distinctcontacts","calls_rapids_outgoing_meanduration","calls_rapids_outgoing_sumduration","calls_rapids_outgoing_minduration","calls_rapids_outgoing_maxduration","calls_rapids_outgoing_stdduration","calls_rapids_outgoing_modeduration","calls_rapids_outgoing_entropyduration","calls_rapids_outgoing_timefirstcall","calls_rapids_outgoing_timelastcall","calls_rapids_outgoing_countmostfrequentcontact"
-"thirtyminutes0012#2020-10-01 06:00:00,2020-10-01 06:29:59","thirtyminutes0012","2020-10-01 06:00:00","2020-10-01 06:29:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,3,976.666666666667,2930,0,1530,848.312049503798,1400,0.692333219466401,373,388,1
-"thirtyminutes0014#2020-10-01 07:00:00,2020-10-01 07:29:59","thirtyminutes0014","2020-10-01 07:00:00","2020-10-01 07:29:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1170,1170,1170,1170,NA,1170,0,423,423,1
-"thirtyminutes0015#2020-10-01 07:30:00,2020-10-01 07:59:59","thirtyminutes0015","2020-10-01 07:30:00","2020-10-01 07:59:59",1,1,462,462,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1410,1410,1410,1410,NA,1410,0,472,472,1
-"thirtyminutes0017#2020-10-01 08:30:00,2020-10-01 08:59:59","thirtyminutes0017","2020-10-01 08:30:00","2020-10-01 08:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,742,742,742,742,NA,742,0,529,529,1
-"thirtyminutes0018#2020-10-01 09:00:00,2020-10-01 09:29:59","thirtyminutes0018","2020-10-01 09:00:00","2020-10-01 09:29:59",NA,NA,NA,NA,NA,1,1,1140,1140,1140,1140,NA,1140,0,561,561,1,1,1,1040,1040,1040,1040,NA,1040,0,555,555,1
-"thirtyminutes0019#2020-10-01 09:30:00,2020-10-01 09:59:59","thirtyminutes0019","2020-10-01 09:30:00","2020-10-01 09:59:59",NA,NA,NA,NA,NA,1,1,198,198,198,198,NA,198,0,598,598,1,1,1,0,0,0,0,NA,0,NA,584,584,1
-"thirtyminutes0020#2020-10-01 10:00:00,2020-10-01 10:29:59","thirtyminutes0020","2020-10-01 10:00:00","2020-10-01 10:29:59",NA,NA,NA,NA,NA,2,2,1515,3030,1320,1710,275.771644662754,1320,0.685005670382782,602,617,1,1,1,1050,1050,1050,1050,NA,1050,0,609,609,1
-"thirtyminutes0022#2020-10-01 11:00:00,2020-10-01 11:29:59","thirtyminutes0022","2020-10-01 11:00:00","2020-10-01 11:29:59",NA,NA,NA,NA,NA,1,1,1279,1279,1279,1279,NA,1279,0,665,665,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0025#2020-10-01 12:30:00,2020-10-01 12:59:59","thirtyminutes0025","2020-10-01 12:30:00","2020-10-01 12:59:59",NA,NA,NA,NA,NA,1,1,1140,1140,1140,1140,NA,1140,0,767,767,1,2,2,1030,2060,960,1100,98.9949493661167,960,0.691078758022212,760,767,1
+"thirtyminutes0012#2020-10-01 06:00:00,2020-10-01 06:29:59","thirtyminutes0012","2020-10-01 06:00:00","2020-10-01 06:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,3,3,976.666666666667,2930,0,1530,848.312049503798,1400,0.692333219466401,373,388,1
+"thirtyminutes0014#2020-10-01 07:00:00,2020-10-01 07:29:59","thirtyminutes0014","2020-10-01 07:00:00","2020-10-01 07:29:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1170,1170,1170,1170,NA,1170,0,423,423,1
+"thirtyminutes0015#2020-10-01 07:30:00,2020-10-01 07:59:59","thirtyminutes0015","2020-10-01 07:30:00","2020-10-01 07:59:59",1,1,462,462,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1410,1410,1410,1410,NA,1410,0,472,472,1
+"thirtyminutes0017#2020-10-01 08:30:00,2020-10-01 08:59:59","thirtyminutes0017","2020-10-01 08:30:00","2020-10-01 08:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,742,742,742,742,NA,742,0,529,529,1
+"thirtyminutes0018#2020-10-01 09:00:00,2020-10-01 09:29:59","thirtyminutes0018","2020-10-01 09:00:00","2020-10-01 09:29:59",0,0,NA,NA,0,1,1,1140,1140,1140,1140,NA,1140,0,561,561,1,1,1,1040,1040,1040,1040,NA,1040,0,555,555,1
+"thirtyminutes0019#2020-10-01 09:30:00,2020-10-01 09:59:59","thirtyminutes0019","2020-10-01 09:30:00","2020-10-01 09:59:59",0,0,NA,NA,0,1,1,198,198,198,198,NA,198,0,598,598,1,1,1,0,0,0,0,NA,0,NA,584,584,1
+"thirtyminutes0020#2020-10-01 10:00:00,2020-10-01 10:29:59","thirtyminutes0020","2020-10-01 10:00:00","2020-10-01 10:29:59",0,0,NA,NA,0,2,2,1515,3030,1320,1710,275.771644662754,1320,0.685005670382782,602,617,1,1,1,1050,1050,1050,1050,NA,1050,0,609,609,1
+"thirtyminutes0022#2020-10-01 11:00:00,2020-10-01 11:29:59","thirtyminutes0022","2020-10-01 11:00:00","2020-10-01 11:29:59",0,0,NA,NA,0,1,1,1279,1279,1279,1279,NA,1279,0,665,665,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0025#2020-10-01 12:30:00,2020-10-01 12:59:59","thirtyminutes0025","2020-10-01 12:30:00","2020-10-01 12:59:59",0,0,NA,NA,0,1,1,1140,1140,1140,1140,NA,1140,0,767,767,1,2,2,1030,2060,960,1100,98.9949493661167,960,0.691078758022212,760,767,1
 "thirtyminutes0026#2020-10-01 13:00:00,2020-10-01 13:29:59","thirtyminutes0026","2020-10-01 13:00:00","2020-10-01 13:29:59",1,1,793,793,1,1,1,650,650,650,650,NA,650,0,794,794,1,1,1,750,750,750,750,NA,750,0,807,807,1
-"thirtyminutes0027#2020-10-01 13:30:00,2020-10-01 13:59:59","thirtyminutes0027","2020-10-01 13:30:00","2020-10-01 13:59:59",NA,NA,NA,NA,NA,1,1,1040,1040,1040,1040,NA,1040,0,814,814,1,1,1,0,0,0,0,NA,0,NA,831,831,1
-"thirtyminutes0028#2020-10-01 14:00:00,2020-10-01 14:29:59","thirtyminutes0028","2020-10-01 14:00:00","2020-10-01 14:29:59",NA,NA,NA,NA,NA,2,2,1495,2990,1290,1700,289.913780286484,1700,0.68388325746694,850,862,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0029#2020-10-01 14:30:00,2020-10-01 14:59:59","thirtyminutes0029","2020-10-01 14:30:00","2020-10-01 14:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1279,1279,1279,1279,NA,1279,0,882,882,1
-"thirtyminutes0030#2020-10-01 15:00:00,2020-10-01 15:29:59","thirtyminutes0030","2020-10-01 15:00:00","2020-10-01 15:29:59",NA,NA,NA,NA,NA,2,2,540,1080,420,660,169.705627484771,660,0.668711440627502,918,919,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
-"thirtyminutes0031#2020-10-01 15:30:00,2020-10-01 15:59:59","thirtyminutes0031","2020-10-01 15:30:00","2020-10-01 15:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1530,1530,1530,1530,NA,1530,0,956,956,1
-"thirtyminutes0033#2020-10-01 16:30:00,2020-10-01 16:59:59","thirtyminutes0033","2020-10-01 16:30:00","2020-10-01 16:59:59",1,1,1015,1015,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,0,0,0,0,NA,0,NA,1000,1000,1
-"thirtyminutes0034#2020-10-01 17:00:00,2020-10-01 17:29:59","thirtyminutes0034","2020-10-01 17:00:00","2020-10-01 17:29:59",NA,NA,NA,NA,NA,2,2,933.5,1867,657,1210,391.030049996161,657,0.648883578550163,1046,1047,1,1,1,1096,1096,1096,1096,NA,1096,0,1031,1031,1
-"thirtyminutes0035#2020-10-01 17:30:00,2020-10-01 17:59:59","thirtyminutes0035","2020-10-01 17:30:00","2020-10-01 17:59:59",1,1,1076,1076,1,1,1,1210,1210,1210,1210,NA,1210,0,1066,1066,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"thirtyminutes0027#2020-10-01 13:30:00,2020-10-01 13:59:59","thirtyminutes0027","2020-10-01 13:30:00","2020-10-01 13:59:59",0,0,NA,NA,0,1,1,1040,1040,1040,1040,NA,1040,0,814,814,1,1,1,0,0,0,0,NA,0,NA,831,831,1
+"thirtyminutes0028#2020-10-01 14:00:00,2020-10-01 14:29:59","thirtyminutes0028","2020-10-01 14:00:00","2020-10-01 14:29:59",0,0,NA,NA,0,2,2,1495,2990,1290,1700,289.913780286484,1700,0.68388325746694,850,862,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0029#2020-10-01 14:30:00,2020-10-01 14:59:59","thirtyminutes0029","2020-10-01 14:30:00","2020-10-01 14:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1279,1279,1279,1279,NA,1279,0,882,882,1
+"thirtyminutes0030#2020-10-01 15:00:00,2020-10-01 15:29:59","thirtyminutes0030","2020-10-01 15:00:00","2020-10-01 15:29:59",0,0,NA,NA,0,2,2,540,1080,420,660,169.705627484771,660,0.668711440627502,918,919,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
+"thirtyminutes0031#2020-10-01 15:30:00,2020-10-01 15:59:59","thirtyminutes0031","2020-10-01 15:30:00","2020-10-01 15:59:59",0,0,NA,NA,0,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,1530,1530,1530,1530,NA,1530,0,956,956,1
+"thirtyminutes0033#2020-10-01 16:30:00,2020-10-01 16:59:59","thirtyminutes0033","2020-10-01 16:30:00","2020-10-01 16:59:59",1,1,1015,1015,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,1,1,0,0,0,0,NA,0,NA,1000,1000,1
+"thirtyminutes0034#2020-10-01 17:00:00,2020-10-01 17:29:59","thirtyminutes0034","2020-10-01 17:00:00","2020-10-01 17:29:59",0,0,NA,NA,0,2,2,933.5,1867,657,1210,391.030049996161,657,0.648883578550163,1046,1047,1,1,1,1096,1096,1096,1096,NA,1096,0,1031,1031,1
+"thirtyminutes0035#2020-10-01 17:30:00,2020-10-01 17:59:59","thirtyminutes0035","2020-10-01 17:30:00","2020-10-01 17:59:59",1,1,1076,1076,1,1,1,1210,1210,1210,1210,NA,1210,0,1066,1066,1,0,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,0
diff --git a/tests/data/processed/features/periodic/test02/calls.csv b/tests/data/processed/features/periodic/test02/calls.csv
index 925adc39..56ba3439 100644
--- a/tests/data/processed/features/periodic/test02/calls.csv
+++ b/tests/data/processed/features/periodic/test02/calls.csv
@@ -1,9 +1,9 @@
 "local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","calls_rapids_missed_count","calls_rapids_missed_distinctcontacts","calls_rapids_missed_timefirstcall","calls_rapids_missed_timelastcall","calls_rapids_missed_countmostfrequentcontact","calls_rapids_incoming_count","calls_rapids_incoming_distinctcontacts","calls_rapids_incoming_meanduration","calls_rapids_incoming_sumduration","calls_rapids_incoming_minduration","calls_rapids_incoming_maxduration","calls_rapids_incoming_stdduration","calls_rapids_incoming_modeduration","calls_rapids_incoming_entropyduration","calls_rapids_incoming_timefirstcall","calls_rapids_incoming_timelastcall","calls_rapids_incoming_countmostfrequentcontact","calls_rapids_outgoing_count","calls_rapids_outgoing_distinctcontacts","calls_rapids_outgoing_meanduration","calls_rapids_outgoing_sumduration","calls_rapids_outgoing_minduration","calls_rapids_outgoing_maxduration","calls_rapids_outgoing_stdduration","calls_rapids_outgoing_modeduration","calls_rapids_outgoing_entropyduration","calls_rapids_outgoing_timefirstcall","calls_rapids_outgoing_timelastcall","calls_rapids_outgoing_countmostfrequentcontact"
-"afternoon#2020-06-01 12:00:00,2020-06-01 17:59:59","afternoon","2020-06-01 12:00:00","2020-06-01 17:59:59",NA,NA,NA,NA,NA,3,3,629.333333333333,1888,198,1040,421.38027164704,1040,0.932593293857646,753,921,1,3,3,816.333333333333,2449,0,1279,709.062996731132,1279,0.692360538889388,869,1051,1
+"afternoon#2020-06-01 12:00:00,2020-06-01 17:59:59","afternoon","2020-06-01 12:00:00","2020-06-01 17:59:59",0,0,NA,NA,0,3,3,629.333333333333,1888,198,1040,421.38027164704,1040,0.932593293857646,753,921,1,3,3,816.333333333333,2449,0,1279,709.062996731132,1279,0.692360538889388,869,1051,1
 "daily#2020-06-01 00:00:00,2020-06-01 23:59:59","daily","2020-06-01 00:00:00","2020-06-01 23:59:59",3,3,13,1167,1,10,10,961.4,9614,198,1700,464.326800624062,420,2.18431625877259,163,1331,1,11,11,837.909090909091,9217,0,1530,577.720772440364,0,2.0585997872903,57,1277,1
 "daily#2020-06-02 00:00:00,2020-06-02 23:59:59","daily","2020-06-02 00:00:00","2020-06-02 23:59:59",1,1,589,589,0,5,5,1202,6010,660,1710,375.326524508993,660,1.56885323664414,519,1331,0,6,6,973.333333333333,5840,0,1530,551.313582878807,1100,1.58092421564451,418,1277,0
 "evening#2020-06-01 18:00:00,2020-06-01 23:59:59","evening","2020-06-01 18:00:00","2020-06-01 23:59:59",1,1,1167,1167,1,3,3,1350,4050,1140,1700,305.122926047847,1140,1.08239814505043,1144,1331,1,2,2,1465,2930,1400,1530,91.9238815542512,1400,0.692333219466401,1156,1277,1
-"evening#2020-06-02 18:00:00,2020-06-02 23:59:59","evening","2020-06-02 18:00:00","2020-06-02 23:59:59",NA,NA,NA,NA,NA,3,3,1353.33333333333,4060,1140,1710,310.859024854247,1140,1.08186609729599,1144,1331,0,3,3,980,2940,0,1530,850.823130856232,1410,0.692484030888463,1156,1277,0
+"evening#2020-06-02 18:00:00,2020-06-02 23:59:59","evening","2020-06-02 18:00:00","2020-06-02 23:59:59",0,0,NA,NA,0,3,3,1353.33333333333,4060,1140,1710,310.859024854247,1140,1.08186609729599,1144,1331,0,3,3,980,2940,0,1530,850.823130856232,1410,0.692484030888463,1156,1277,0
 "morning#2020-06-01 06:00:00,2020-06-01 11:59:59","morning","2020-06-01 06:00:00","2020-06-01 11:59:59",1,1,589,589,1,2,2,968,1936,657,1279,439.820417898033,657,0.640867990789142,519,600,1,3,3,959.333333333333,2878,742,1096,190.287501779106,1096,1.08529592058152,418,687,1
 "morning#2020-06-02 06:00:00,2020-06-02 11:59:59","morning","2020-06-02 06:00:00","2020-06-02 11:59:59",1,1,589,589,0,2,2,975,1950,660,1290,445.477272147525,660,0.640266157864261,519,600,0,3,3,966.666666666667,2900,750,1100,189.296944860009,1100,1.08563855912214,418,687,0
 "night#2020-06-01 00:00:00,2020-06-01 05:59:59","night","2020-06-01 00:00:00","2020-06-01 05:59:59",1,1,13,13,1,2,2,870,1740,420,1320,636.396103067893,420,0.552951978816239,163,257,1,3,3,320,960,0,960,554.256258422041,0,0,57,257,1