Added the original dataset files and preprocessing jupyter notebook i was provided

7 months ago · bfb3f6fd9d
55 changed files with 4046863 additions and 0 deletions
--- a/DATA_PREPROCESSING_CODE.ipynb
+++ b/DATA_PREPROCESSING_CODE.ipynb
--- a/Europe.zip
+++ b/Europe.zip
--- a/Europe/Europe/Export
+++ b/Europe/Europe/Export
--- a/Europe/Europe/Export
+++ b/Europe/Europe/Export
--- a/Europe/Europe/Export
+++ b/Europe/Europe/Export
--- a/Europe/Europe/Export
+++ b/Europe/Europe/Export
--- a/Europe/Europe/Export
+++ b/Europe/Europe/Export
--- a/Europe/Europe/Export
+++ b/Europe/Europe/Export
--- a/Europe/Europe/Export
+++ b/Europe/Europe/Export
--- a/Europe/Europe/Export(1)steps_27.csv
+++ b/Europe/Europe/Export(1)steps_27.csv
--- a/Europe/Europe/Export(10)steps_36.csv
+++ b/Europe/Europe/Export(10)steps_36.csv
--- a/Europe/Europe/Export(11)steps_37.csv
+++ b/Europe/Europe/Export(11)steps_37.csv
@ -0,0 +1,50 @@
+type;unit;value;sourceVersion;device;creationDate;startDate;endDate;HeartRateVariabilityMetadataList[[InstantaneousBeatsPerMinute[[bpm,time]*]]*]
+HKQuantityTypeIdentifierStepCount;count;25;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 19:48:54 +0200;2019-05-03 19:36:40 +0200;2019-05-03 19:44:26 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;383;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 10:19:21 +0200;2019-05-04 09:40:43 +0200;2019-05-04 09:49:41 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;220;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 10:43:11 +0200;2019-05-04 09:57:56 +0200;2019-05-04 10:07:06 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;43;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 10:43:11 +0200;2019-05-04 10:08:06 +0200;2019-05-04 10:09:06 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;79;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 10:46:20 +0200;2019-05-04 10:36:18 +0200;2019-05-04 10:37:08 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;250;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 14:39:32 +0200;2019-05-04 13:47:45 +0200;2019-05-04 13:57:41 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;29;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 14:39:32 +0200;2019-05-04 13:57:41 +0200;2019-05-04 13:58:11 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;102;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-02 08:47:42 +0200;2019-05-02 08:29:42 +0200;2019-05-02 08:30:52 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;65;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-02 14:35:36 +0200;2019-05-02 14:24:39 +0200;2019-05-02 14:26:59 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;163;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-02 15:18:06 +0200;2019-05-02 14:50:12 +0200;2019-05-02 14:59:58 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;145;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 08:22:50 +0200;2019-05-03 08:04:57 +0200;2019-05-03 08:14:37 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;89;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 08:46:42 +0200;2019-05-03 08:15:17 +0200;2019-05-03 08:25:19 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;74;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 08:46:42 +0200;2019-05-03 08:25:19 +0200;2019-05-03 08:27:49 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;160;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 09:01:36 +0200;2019-05-03 08:50:03 +0200;2019-05-03 08:57:43 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;38;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 09:15:18 +0200;2019-05-03 09:01:39 +0200;2019-05-03 09:03:59 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;50;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 09:29:41 +0200;2019-05-03 09:09:19 +0200;2019-05-03 09:11:19 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;117;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 10:08:10 +0200;2019-05-03 09:40:39 +0200;2019-05-03 09:49:12 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;13;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 10:08:10 +0200;2019-05-03 09:56:30 +0200;2019-05-03 09:56:50 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;39;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 10:23:49 +0200;2019-05-03 10:11:33 +0200;2019-05-03 10:20:34 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;66;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 10:38:58 +0200;2019-05-03 10:20:34 +0200;2019-05-03 10:21:39 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;193;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 11:08:03 +0200;2019-05-03 10:56:28 +0200;2019-05-03 11:04:26 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;8;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 11:35:54 +0200;2019-05-03 11:22:39 +0200;2019-05-03 11:22:49 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;164;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 12:10:05 +0200;2019-05-03 11:37:35 +0200;2019-05-03 11:42:56 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;124;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 12:11:55 +0200;2019-05-03 11:57:14 +0200;2019-05-03 12:02:14 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;70;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 12:57:07 +0200;2019-05-03 12:37:11 +0200;2019-05-03 12:38:21 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;93;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 13:26:27 +0200;2019-05-03 13:03:22 +0200;2019-05-03 13:10:52 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;23;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 13:58:48 +0200;2019-05-03 13:20:45 +0200;2019-05-03 13:21:15 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;151;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 14:00:03 +0200;2019-05-03 13:49:14 +0200;2019-05-03 13:55:54 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;69;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 14:22:07 +0200;2019-05-03 14:00:55 +0200;2019-05-03 14:10:17 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;129;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 14:56:08 +0200;2019-05-03 14:19:13 +0200;2019-05-03 14:28:49 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;23;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 14:56:08 +0200;2019-05-03 14:41:29 +0200;2019-05-03 14:42:29 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;23;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 15:09:39 +0200;2019-05-03 14:53:12 +0200;2019-05-03 14:54:32 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;19;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 15:13:16 +0200;2019-05-03 14:58:05 +0200;2019-05-03 14:58:35 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;115;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 15:27:25 +0200;2019-05-03 15:10:35 +0200;2019-05-03 15:17:53 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;140;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 15:52:29 +0200;2019-05-03 15:38:41 +0200;2019-05-03 15:41:17 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;44;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 16:11:10 +0200;2019-05-03 15:49:30 +0200;2019-05-03 15:59:03 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;103;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 18:29:31 +0200;2019-05-03 18:15:48 +0200;2019-05-03 18:19:08 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;42;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 18:45:46 +0200;2019-05-03 18:31:37 +0200;2019-05-03 18:32:14 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;70;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 18:51:34 +0200;2019-05-03 18:36:43 +0200;2019-05-03 18:44:33 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;107;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 19:04:31 +0200;2019-05-03 18:47:11 +0200;2019-05-03 18:49:11 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;53;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 19:59:07 +0200;2019-05-03 19:47:57 +0200;2019-05-03 19:48:47 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;117;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 20:25:21 +0200;2019-05-03 20:01:10 +0200;2019-05-03 20:06:15 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;52;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-03 21:53:10 +0200;2019-05-03 21:17:24 +0200;2019-05-03 21:21:49 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;8;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 07:42:01 +0200;2019-05-04 07:04:20 +0200;2019-05-04 07:04:22 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;278;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 11:12:21 +0200;2019-05-04 10:43:47 +0200;2019-05-04 10:53:35 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;68;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 11:12:21 +0200;2019-05-04 10:53:45 +0200;2019-05-04 10:57:35 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;123;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 11:18:37 +0200;2019-05-04 10:59:05 +0200;2019-05-04 11:06:05 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;49;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 11:34:22 +0200;2019-05-04 11:16:44 +0200;2019-05-04 11:18:34 +0200;[]
+HKQuantityTypeIdentifierStepCount;count;89;12.2;"<device_anonymized, name:iPhone, manufacturer:Apple, model:iPhone, hardware:iPhone6,2, software:12.2>";2019-05-04 11:41:12 +0200;2019-05-04 11:30:02 +0200;2019-05-04 11:34:23 +0200;[]
--- a/Europe/Europe/Export(2)steps_28.csv
+++ b/Europe/Europe/Export(2)steps_28.csv
--- a/Europe/Europe/Export(20)steps_38.csv
+++ b/Europe/Europe/Export(20)steps_38.csv
--- a/Europe/Europe/Export(21)steps_39.csv
+++ b/Europe/Europe/Export(21)steps_39.csv
--- a/Europe/Europe/Export(24)2steps_40.csv
+++ b/Europe/Europe/Export(24)2steps_40.csv
--- a/Europe/Europe/Export(3)steps_29.csv
+++ b/Europe/Europe/Export(3)steps_29.csv
--- a/Europe/Europe/Export(31)steps_41.csv
+++ b/Europe/Europe/Export(31)steps_41.csv
--- a/Europe/Europe/Export(32)steps_42.csv
+++ b/Europe/Europe/Export(32)steps_42.csv
--- a/Europe/Europe/Export(33)steps_43.csv
+++ b/Europe/Europe/Export(33)steps_43.csv
--- a/Europe/Europe/Export(36)steps_44.csv
+++ b/Europe/Europe/Export(36)steps_44.csv
--- a/Europe/Europe/Export(37)steps_45.csv
+++ b/Europe/Europe/Export(37)steps_45.csv
--- a/Europe/Europe/Export(38)steps_46.csv
+++ b/Europe/Europe/Export(38)steps_46.csv
--- a/Europe/Europe/Export(39)steps_47.csv
+++ b/Europe/Europe/Export(39)steps_47.csv
--- a/Europe/Europe/Export(4)steps_30.csv
+++ b/Europe/Europe/Export(4)steps_30.csv
--- a/Europe/Europe/Export(40)steps_48.csv
+++ b/Europe/Europe/Export(40)steps_48.csv
--- a/Europe/Europe/Export(42)steps_49.csv
+++ b/Europe/Europe/Export(42)steps_49.csv
--- a/Europe/Europe/Export(43)steps_50.csv
+++ b/Europe/Europe/Export(43)steps_50.csv
--- a/Europe/Europe/Export(44)steps_51.csv
+++ b/Europe/Europe/Export(44)steps_51.csv
--- a/Europe/Europe/Export(5)steps_31.csv
+++ b/Europe/Europe/Export(5)steps_31.csv
--- a/Europe/Europe/Export(6)steps_32.csv
+++ b/Europe/Europe/Export(6)steps_32.csv
--- a/Europe/Europe/Export(7)steps_33.csv
+++ b/Europe/Europe/Export(7)steps_33.csv
--- a/Europe/Europe/Export(8)steps_34.csv
+++ b/Europe/Europe/Export(8)steps_34.csv
--- a/Europe/Europe/Export(9)steps_35.csv
+++ b/Europe/Europe/Export(9)steps_35.csv
--- a/Europe/Europe/StepCount46_52.csv
+++ b/Europe/Europe/StepCount46_52.csv
--- a/Rest_of_the_World.zip
+++ b/Rest_of_the_World.zip
--- a/Rest_of_the_World/Export(12)steps_01.csv
+++ b/Rest_of_the_World/Export(12)steps_01.csv
--- a/Rest_of_the_World/Export(13)steps_02.csv
+++ b/Rest_of_the_World/Export(13)steps_02.csv
--- a/Rest_of_the_World/Export(14)steps_03.csv
+++ b/Rest_of_the_World/Export(14)steps_03.csv
--- a/Rest_of_the_World/Export(15)steps_04.csv
+++ b/Rest_of_the_World/Export(15)steps_04.csv
--- a/Rest_of_the_World/Export(16)steps_05.csv
+++ b/Rest_of_the_World/Export(16)steps_05.csv
--- a/Rest_of_the_World/Export(17)steps_06.csv
+++ b/Rest_of_the_World/Export(17)steps_06.csv
--- a/Rest_of_the_World/Export(18)steps_07.csv
+++ b/Rest_of_the_World/Export(18)steps_07.csv
--- a/Rest_of_the_World/Export(19)steps_08.csv
+++ b/Rest_of_the_World/Export(19)steps_08.csv
--- a/Rest_of_the_World/Export(22)steps_09.csv
+++ b/Rest_of_the_World/Export(22)steps_09.csv
--- a/Rest_of_the_World/Export(23)steps_10.csv
+++ b/Rest_of_the_World/Export(23)steps_10.csv
--- a/Rest_of_the_World/Export(24)steps_11.csv
+++ b/Rest_of_the_World/Export(24)steps_11.csv
--- a/Rest_of_the_World/Export(25)steps_12.csv
+++ b/Rest_of_the_World/Export(25)steps_12.csv
--- a/Rest_of_the_World/Export(26)steps_13.csv
+++ b/Rest_of_the_World/Export(26)steps_13.csv
--- a/Rest_of_the_World/Export(27)steps_14.csv
+++ b/Rest_of_the_World/Export(27)steps_14.csv
--- a/Rest_of_the_World/Export(28)steps_15.csv
+++ b/Rest_of_the_World/Export(28)steps_15.csv
--- a/Rest_of_the_World/Export(29)steps_16.csv
+++ b/Rest_of_the_World/Export(29)steps_16.csv
--- a/Rest_of_the_World/Export(30)steps_17.csv
+++ b/Rest_of_the_World/Export(30)steps_17.csv
--- a/Rest_of_the_World/Export(35)steps_18.csv
+++ b/Rest_of_the_World/Export(35)steps_18.csv
--- a/Rest_of_the_World/Export(41)steps_19.csv
+++ b/Rest_of_the_World/Export(41)steps_19.csv