schuetoliver
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cds_introduction_data_science_assignment
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Data Analysis Of Sleep data

master
DotNaos 2024-10-19 17:17:46 +02:00
parent 011f32c90d
commit 7c1418f23b
30 changed files with 8499 additions and 43271 deletions
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5
.gitignore vendored
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@ -1,3 +1,7 @@
# Project specific
**/data/?/sandbox/
**/venv/
### Python template
# Byte-compiled / optimized / DLL files
__pycache__/
@ -159,3 +163,4 @@ cython_debug/
# and can be added to the global gitignore or merged into this file. For a more nuclear
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
**/.idea/

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.vscode/settings.json vendored Normal file
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{
"workbench.editorAssociations": {
"file:/**/*.csv": "jupyter-data-wrangler"
}
}

4
README.md
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@ -10,7 +10,7 @@ Für die folgenden Aufträge dürfen Sie je nach Vorkenntnisse beliebige Tools (
## Question
- Basis Fragestellung:
- Wie beeinflusst die durchschnittliche Herzfrequenz am Tag, den Schlaf bzw. die REM-Phase?
- Wie beeinflusst der Schlaf die durchschnittliche Herzfrequenz am nächsten Tag?
- Erweiterte Fragestellung (optional):
- Welche negativen oder unerwünschten Informationen lassen sich aus den Metadaten von Fitnessdaten über eine Person gewinnen?
@ -18,4 +18,4 @@ Für die folgenden Aufträge dürfen Sie je nach Vorkenntnisse beliebige Tools (
## Problems
- Garmin Weekly Algorithmus unknown.
Reverse Engineering necessery
- Comparition between Garmin (Instict Solar 2X) and Withings (Steel HR Sport) not necessarely given
- Comparison between Garmin (Instict Solar 2X) and Withings (Steel HR Sport) not necessarely given

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data/Oliver/raw/activities.csv
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5 2024-08-16T17:44:00+02:00 2024-08-16T17:56:00+02:00 Europe/Berlin Walking {"calories":50,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":1056,"distance":803,"elevation":44,"metcumul":44} 2024-08-18T13:26:51+02:00
6 2024-08-19T07:39:00+02:00 2024-08-19T07:47:00+02:00 Europe/Berlin Walking {"calories":33,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":783,"distance":611,"elevation":32,"metcumul":32} 2024-08-19T10:45:35+02:00
7 2024-08-19T13:03:00+02:00 2024-08-19T13:09:00+02:00 Europe/Zurich Walking {"calories":25,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":616,"distance":467,"elevation":25,"metcumul":25} 2024-08-19T18:10:29+02:00
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9 2024-08-19T18:40:00+02:00 2024-08-19T18:49:00+02:00 Europe/Berlin Walking {"calories":37,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":80,"hr_min":80,"hr_max":80,"hr_zone_0":40,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":846,"distance":665,"elevation":35,"metcumul":35} 2024-08-22T17:39:41+02:00
10 2024-08-23T10:13:00+02:00 2024-08-23T10:23:00+02:00 Europe/Berlin Walking {"calories":42,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":120,"hr_min":120,"hr_max":120,"hr_zone_0":0,"hr_zone_1":33,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":674,"distance":538,"elevation":31,"metcumul":31} 2024-08-23T23:18:25+02:00
11 2024-08-23T20:23:00+02:00 2024-08-23T20:36:00+02:00 Europe/Berlin Walking {"calories":54,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":1482,"distance":1169,"elevation":60,"metcumul":60} 2024-08-23T23:18:25+02:00
12 2024-08-23T23:16:00+02:00 2024-08-23T23:32:00+02:00 Europe/Berlin Walking {"calories":67,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":1567,"distance":1183,"elevation":65,"metcumul":65} 2024-08-24T19:39:45+02:00
13 2024-08-28T15:29:00+02:00 2024-08-28T15:42:00+02:00 Europe/Berlin Walking {"calories":54,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":719,"distance":551,"elevation":34,"metcumul":34} 2024-08-29T19:30:27+02:00
14 2024-08-30T11:57:00+02:00 2024-08-30T12:23:00+02:00 Europe/Zurich Walking {"calories":109,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":93,"hr_min":44,"hr_max":105,"hr_zone_0":86,"hr_zone_1":45,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":1887,"distance":1487,"elevation":83,"metcumul":83} 2024-08-30T18:41:02+02:00
15 2024-09-03T18:11:00+02:00 2024-09-03T18:19:00+02:00 Europe/Zurich Walking {"calories":33,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":759,"distance":587,"elevation":31,"metcumul":31} 2024-09-04T08:46:46+02:00
16 2024-09-03T18:41:00+02:00 2024-09-03T18:58:00+02:00 Europe/Zurich Walking {"calories":71,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":98,"hr_min":85,"hr_max":135,"hr_zone_0":32,"hr_zone_1":37,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":1520,"distance":1171,"elevation":64,"metcumul":64} 2024-09-04T08:46:47+02:00
17 2024-09-07T15:44:00+02:00 2024-09-07T15:48:00+02:00 Europe/Zurich Walking {"calories":16,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":378,"distance":295,"elevation":15,"metcumul":15} 2024-09-08T10:47:04+02:00
18 2024-09-09T19:01:00+02:00 2024-09-09T19:07:00+02:00 Europe/Zurich Walking {"calories":25,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":626,"distance":502,"elevation":26,"metcumul":26} 2024-09-10T07:26:43+02:00
19 2024-09-10T16:04:00+02:00 2024-09-10T16:12:00+02:00 Europe/Zurich Walking {"calories":33,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":124,"hr_min":124,"hr_max":124,"hr_zone_0":0,"hr_zone_1":33,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":678,"distance":537,"elevation":29,"metcumul":29} 2024-09-11T06:47:54+02:00
20 2024-09-10T16:49:00+02:00 2024-09-10T17:09:00+02:00 Europe/Zurich Walking {"calories":84,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":124,"hr_min":116,"hr_max":127,"hr_zone_0":0,"hr_zone_1":57,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":1311,"distance":1040,"elevation":59,"metcumul":59} 2024-09-11T06:47:54+02:00
21 2024-09-11T13:41:00+02:00 2024-09-11T13:51:00+02:00 Europe/Zurich Walking {"calories":42,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":812,"distance":639,"elevation":33,"metcumul":33} 2024-09-11T14:43:05+02:00
22 2024-09-11T14:34:00+02:00 2024-09-11T14:41:00+02:00 Europe/Zurich Walking {"calories":29,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":108,"hr_min":108,"hr_max":108,"hr_zone_0":0,"hr_zone_1":48,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":739,"distance":564,"elevation":30,"metcumul":30} 2024-09-13T06:40:03+02:00
23 2024-09-12T07:52:00+02:00 2024-09-12T08:34:00+02:00 Europe/Zurich Walking {"calories":176,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":121,"hr_min":113,"hr_max":127,"hr_zone_0":0,"hr_zone_1":101,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":4033,"distance":3360,"elevation":171,"metcumul":171} 2024-09-13T06:40:04+02:00
24 2024-09-12T16:02:00+02:00 2024-09-12T16:07:00+02:00 Europe/Zurich Walking {"calories":21,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":579,"distance":456,"elevation":23,"metcumul":23} 2024-09-13T06:40:04+02:00
25 2024-09-12T18:06:00+02:00 2024-09-12T18:15:00+02:00 Europe/Zurich Walking {"calories":37,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":975,"distance":759,"elevation":40,"metcumul":40} 2024-09-13T06:40:04+02:00
26 2024-09-13T09:45:00+02:00 2024-09-13T09:50:00+02:00 Europe/Zurich Walking {"calories":21,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":115,"hr_min":115,"hr_max":115,"hr_zone_0":0,"hr_zone_1":56,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":576,"distance":470,"elevation":23,"metcumul":23} 2024-09-14T07:46:54+02:00
27 2024-09-17T14:00:00+02:00 2024-09-17T14:07:00+02:00 Europe/Zurich Walking {"calories":29,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":737,"distance":581,"elevation":30,"metcumul":30} 2024-09-18T06:50:21+02:00
28 2024-09-17T15:30:00+02:00 2024-09-17T15:37:00+02:00 Europe/Zurich Walking {"calories":29,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":79,"hr_min":79,"hr_max":79,"hr_zone_0":41,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":715,"distance":544,"elevation":29,"metcumul":29} 2024-09-18T06:50:22+02:00
29 2024-09-19T13:14:00+02:00 2024-09-19T13:21:00+02:00 Europe/Zurich Walking {"calories":29,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":612,"distance":473,"elevation":26,"metcumul":26} 2024-09-20T06:48:21+02:00
30 2024-09-19T17:22:00+02:00 2024-09-19T17:28:00+02:00 Europe/Zurich Walking {"calories":25,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":551,"distance":444,"elevation":23,"metcumul":23} 2024-09-20T06:48:21+02:00
31 2024-09-20T08:48:00+02:00 2024-09-20T08:52:00+02:00 Europe/Zurich Walking {"calories":16,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":507,"distance":428,"elevation":20,"metcumul":20} 2024-09-20T14:00:08+02:00
32 2024-09-20T09:01:00+02:00 2024-09-20T09:12:00+02:00 Europe/Zurich Walking {"calories":46,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":777,"distance":625,"elevation":33,"metcumul":33} 2024-09-20T14:00:08+02:00
33 2024-09-20T13:49:00+02:00 2024-09-20T14:06:00+02:00 Europe/Zurich Walking {"calories":71,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":1218,"distance":958,"elevation":53,"metcumul":53} 2024-09-20T17:04:43+02:00
34 2024-09-21T18:11:00+02:00 2024-09-21T18:48:00+02:00 Europe/Berlin Walking {"calories":155,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":2834,"distance":2220,"elevation":124,"metcumul":124} 2024-09-21T23:29:13+02:00
35 2024-09-21T20:30:00+02:00 2024-09-21T20:54:00+02:00 Europe/Berlin Walking {"calories":100,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":2145,"distance":1712,"elevation":89,"metcumul":89} 2024-09-21T23:29:14+02:00
36 2024-09-23T05:57:00+02:00 2024-09-23T06:02:00+02:00 Europe/Zurich Walking {"calories":21,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":628,"distance":568,"elevation":26,"metcumul":26} 2024-09-23T14:00:14+02:00
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39 2024-09-23T16:21:00+02:00 2024-09-23T16:25:00+02:00 Europe/Zurich Walking {"calories":16,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":452,"distance":375,"elevation":18,"metcumul":18} 2024-09-24T07:33:33+02:00
40 2024-09-23T18:22:00+02:00 2024-09-23T18:33:00+02:00 Europe/Zurich Walking {"calories":46,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":971,"distance":763,"elevation":40,"metcumul":40} 2024-09-24T07:33:33+02:00
41 2024-09-25T11:50:00+02:00 2024-09-25T11:57:00+02:00 Europe/Zurich Walking {"calories":29,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":517,"distance":410,"elevation":23,"metcumul":23} 2024-09-25T13:24:07+02:00
42 2024-09-26T15:55:00+02:00 2024-09-26T16:09:00+02:00 Europe/Zurich Cycling {"calories":101,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":116,"hr_min":115,"hr_max":122,"hr_zone_0":0,"hr_zone_1":68,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":32,"distance":26,"elevation":12,"metcumul":12} 2024-09-27T06:33:31+02:00
43 2024-10-01T12:11:00+02:00 2024-10-01T12:15:00+02:00 Europe/Zurich Walking {"calories":16,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":0,"hr_min":0,"hr_max":0,"hr_zone_0":0,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":372,"distance":293,"elevation":15,"metcumul":15} 2024-10-02T06:31:52+02:00
44 2024-10-02T18:23:00+02:00 2024-10-02T18:28:00+02:00 Europe/Zurich Walking {"calories":21,"intensity":30,"manual_distance":0,"manual_calories":0,"hr_average":100,"hr_min":100,"hr_max":100,"hr_zone_0":54,"hr_zone_1":0,"hr_zone_2":0,"hr_zone_3":0,"pause_duration":0,"steps":422,"distance":348,"elevation":18,"metcumul":18} 2024-10-03T07:00:15+02:00

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2024-09-30,74.02
2024-09-29,25.628
2024-09-28,72.223
2024-09-27,54.472
2024-09-26,106.598
2024-09-25,102.9
2024-09-24,71.125
2024-09-23,203.844
2024-09-22,67.48
2024-09-21,254.734
2024-09-20,140.704
2024-09-19,127.951
2024-09-18,16.695
2024-09-17,102.342
2024-09-16,24.651
2024-09-15,7.314
2024-09-14,22.658
2024-09-13,85.553
2024-09-12,229.827
2024-09-11,72.904
2024-09-10,108.315
2024-09-09,148.994
2024-09-08,12.34
2024-09-07,47.853
2024-09-06,5.733
2024-09-05,17.837
2024-09-04,73.78
2024-09-03,128.552
2024-09-02,121.408
2024-09-01,13.14
2024-08-31,39.263
2024-08-30,195.946
2024-08-29,85.332
2024-08-28,72.462
2024-08-27,38.716
2024-08-26,99.843
2024-08-25,52.982
2024-08-24,0.97
2024-08-23,206.379
2024-08-22,57.414
2024-08-19,291.638
2024-08-18,0
2024-08-16,128.95
2024-08-15,22.151
2024-08-14,58.893
2024-08-13,211.246
2024-08-12,92.925
2024-08-11,13.68
2024-08-07,5.57
2024-07-15,0
2024-07-14,0.201
2024-07-12,24.48
1 date value
2 2024-10-05 64.885
3 2024-10-04 33.866
4 2024-10-03 67.223
5 2024-10-02 101.022
6 2024-10-01 60.425
7 2024-09-30 74.02
8 2024-09-29 25.628
9 2024-09-28 72.223
10 2024-09-27 54.472
11 2024-09-26 106.598
12 2024-09-25 102.9
13 2024-09-24 71.125
14 2024-09-23 203.844
15 2024-09-22 67.48
16 2024-09-21 254.734
17 2024-09-20 140.704
18 2024-09-19 127.951
19 2024-09-18 16.695
20 2024-09-17 102.342
21 2024-09-16 24.651
22 2024-09-15 7.314
23 2024-09-14 22.658
24 2024-09-13 85.553
25 2024-09-12 229.827
26 2024-09-11 72.904
27 2024-09-10 108.315
28 2024-09-09 148.994
29 2024-09-08 12.34
30 2024-09-07 47.853
31 2024-09-06 5.733
32 2024-09-05 17.837
33 2024-09-04 73.78
34 2024-09-03 128.552
35 2024-09-02 121.408
36 2024-09-01 13.14
37 2024-08-31 39.263
38 2024-08-30 195.946
39 2024-08-29 85.332
40 2024-08-28 72.462
41 2024-08-27 38.716
42 2024-08-26 99.843
43 2024-08-25 52.982
44 2024-08-24 0.97
45 2024-08-23 206.379
46 2024-08-22 57.414
47 2024-08-19 291.638
48 2024-08-18 0
49 2024-08-16 128.95
50 2024-08-15 22.151
51 2024-08-14 58.893
52 2024-08-13 211.246
53 2024-08-12 92.925
54 2024-08-11 13.68
55 2024-08-07 5.57
56 2024-07-15 0
57 2024-07-14 0.201
58 2024-07-12 24.48

58
data/Oliver/raw/aggregates_calories_passive.csv
View File

@ -1,58 +0,0 @@
date,value
2024-10-05,1679.349
2024-10-04,1684.043
2024-10-03,1674.695
2024-10-02,1684.071
2024-10-01,1538.965
2024-09-30,1684.098
2024-09-29,1684.112
2024-09-28,1684.125
2024-09-27,1684.139
2024-09-26,1684.153
2024-09-25,1684.166
2024-09-24,1680.669
2024-09-23,1547.258
2024-09-22,1680.696
2024-09-21,1684.221
2024-09-20,1684.235
2024-09-19,1684.249
2024-09-18,1684.262
2024-09-17,1684.276
2024-09-16,1684.29
2024-09-15,1684.303
2024-09-14,1684.317
2024-09-13,1684.331
2024-09-12,1447.904
2024-09-11,1684.358
2024-09-10,1684.372
2024-09-09,1684.385
2024-09-08,1675.035
2024-09-07,1684.413
2024-09-06,1684.426
2024-09-05,1587.283
2024-09-04,1684.454
2024-09-03,1684.467
2024-09-02,1684.481
2024-09-01,1684.495
2024-08-31,1603.736
2024-08-30,1684.522
2024-08-29,1457.434
2024-08-28,1592.069
2024-08-27,1667.003
2024-08-26,1545.269
2024-08-25,1538.257
2024-08-24,1683.434
2024-08-23,1684.618
2024-08-22,1511.369
2024-08-19,1684.673
2024-08-18,1684.686
2024-08-16,1684.714
2024-08-15,1677.703
2024-08-14,1684.741
2024-08-13,1504.454
2024-08-12,1684.768
2024-08-11,1616.876
2024-08-07,1662.591
2024-07-15,0
2024-07-14,1683.994
2024-07-12,1620.783
1 date value
2 2024-10-05 1679.349
3 2024-10-04 1684.043
4 2024-10-03 1674.695
5 2024-10-02 1684.071
6 2024-10-01 1538.965
7 2024-09-30 1684.098
8 2024-09-29 1684.112
9 2024-09-28 1684.125
10 2024-09-27 1684.139
11 2024-09-26 1684.153
12 2024-09-25 1684.166
13 2024-09-24 1680.669
14 2024-09-23 1547.258
15 2024-09-22 1680.696
16 2024-09-21 1684.221
17 2024-09-20 1684.235
18 2024-09-19 1684.249
19 2024-09-18 1684.262
20 2024-09-17 1684.276
21 2024-09-16 1684.29
22 2024-09-15 1684.303
23 2024-09-14 1684.317
24 2024-09-13 1684.331
25 2024-09-12 1447.904
26 2024-09-11 1684.358
27 2024-09-10 1684.372
28 2024-09-09 1684.385
29 2024-09-08 1675.035
30 2024-09-07 1684.413
31 2024-09-06 1684.426
32 2024-09-05 1587.283
33 2024-09-04 1684.454
34 2024-09-03 1684.467
35 2024-09-02 1684.481
36 2024-09-01 1684.495
37 2024-08-31 1603.736
38 2024-08-30 1684.522
39 2024-08-29 1457.434
40 2024-08-28 1592.069
41 2024-08-27 1667.003
42 2024-08-26 1545.269
43 2024-08-25 1538.257
44 2024-08-24 1683.434
45 2024-08-23 1684.618
46 2024-08-22 1511.369
47 2024-08-19 1684.673
48 2024-08-18 1684.686
49 2024-08-16 1684.714
50 2024-08-15 1677.703
51 2024-08-14 1684.741
52 2024-08-13 1504.454
53 2024-08-12 1684.768
54 2024-08-11 1616.876
55 2024-08-07 1662.591
56 2024-07-15 0
57 2024-07-14 1683.994
58 2024-07-12 1620.783

58
data/Oliver/raw/aggregates_distance.csv
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@ -1,58 +0,0 @@
date,value
2024-10-05,1865.47
2024-10-04,975.24
2024-10-03,1931.52
2024-10-02,2896.701
2024-10-01,1731.83
2024-09-30,2122.99
2024-09-29,740.66
2024-09-28,2073.44
2024-09-27,1566.14
2024-09-26,3059.7
2024-09-25,2950.43
2024-09-24,2037.58
2024-09-23,5832.51
2024-09-22,1942.56
2024-09-21,7294.799
2024-09-20,4031.32
2024-09-19,3664.659
2024-09-18,482.98
2024-09-17,2932.78
2024-09-16,710.79
2024-09-15,211.17
2024-09-14,651.88
2024-09-13,2453.3
2024-09-12,6576.191
2024-09-11,2090.05
2024-09-10,3100.45
2024-09-09,4266.76
2024-09-08,356.32
2024-09-07,1369.51
2024-09-06,165.74
2024-09-05,516.26
2024-09-04,2116.32
2024-09-03,3683.919
2024-09-02,3482.759
2024-09-01,378.89
2024-08-31,1125.8
2024-08-30,5600.423
2024-08-29,2446.19
2024-08-28,2078.06
2024-08-27,1111.43
2024-08-26,2871.55
2024-08-25,1522
2024-08-24,27.55
2024-08-23,5894.93
2024-08-22,1651.7
2024-08-19,8322.237
2024-08-18,0
2024-08-16,3689.1
2024-08-15,637.24
2024-08-14,1689.6
2024-08-13,6027.229
2024-08-12,2662
2024-08-11,393.04
2024-08-07,160.46
2024-07-15,0
2024-07-14,5.72
2024-07-12,704.51
1 date value
2 2024-10-05 1865.47
3 2024-10-04 975.24
4 2024-10-03 1931.52
5 2024-10-02 2896.701
6 2024-10-01 1731.83
7 2024-09-30 2122.99
8 2024-09-29 740.66
9 2024-09-28 2073.44
10 2024-09-27 1566.14
11 2024-09-26 3059.7
12 2024-09-25 2950.43
13 2024-09-24 2037.58
14 2024-09-23 5832.51
15 2024-09-22 1942.56
16 2024-09-21 7294.799
17 2024-09-20 4031.32
18 2024-09-19 3664.659
19 2024-09-18 482.98
20 2024-09-17 2932.78
21 2024-09-16 710.79
22 2024-09-15 211.17
23 2024-09-14 651.88
24 2024-09-13 2453.3
25 2024-09-12 6576.191
26 2024-09-11 2090.05
27 2024-09-10 3100.45
28 2024-09-09 4266.76
29 2024-09-08 356.32
30 2024-09-07 1369.51
31 2024-09-06 165.74
32 2024-09-05 516.26
33 2024-09-04 2116.32
34 2024-09-03 3683.919
35 2024-09-02 3482.759
36 2024-09-01 378.89
37 2024-08-31 1125.8
38 2024-08-30 5600.423
39 2024-08-29 2446.19
40 2024-08-28 2078.06
41 2024-08-27 1111.43
42 2024-08-26 2871.55
43 2024-08-25 1522
44 2024-08-24 27.55
45 2024-08-23 5894.93
46 2024-08-22 1651.7
47 2024-08-19 8322.237
48 2024-08-18 0
49 2024-08-16 3689.1
50 2024-08-15 637.24
51 2024-08-14 1689.6
52 2024-08-13 6027.229
53 2024-08-12 2662
54 2024-08-11 393.04
55 2024-08-07 160.46
56 2024-07-15 0
57 2024-07-14 5.72
58 2024-07-12 704.51

58
data/Oliver/raw/aggregates_elevation.csv
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@ -1,58 +0,0 @@
date,value
2024-10-05,0
2024-10-04,0
2024-10-03,0
2024-10-02,0
2024-10-01,0
2024-09-30,0
2024-09-29,0
2024-09-28,0
2024-09-27,0
2024-09-26,0
2024-09-25,0
2024-09-24,0
2024-09-23,0
2024-09-22,0
2024-09-21,0
2024-09-20,0
2024-09-19,0
2024-09-18,0
2024-09-17,0
2024-09-16,0
2024-09-15,0
2024-09-14,0
2024-09-13,0
2024-09-12,0
2024-09-11,0
2024-09-10,0
2024-09-09,0
2024-09-08,0
2024-09-07,0
2024-09-06,0
2024-09-05,0
2024-09-04,0
2024-09-03,0
2024-09-02,0
2024-09-01,0
2024-08-31,0
2024-08-30,0
2024-08-29,0
2024-08-28,0
2024-08-27,0
2024-08-26,0
2024-08-25,0
2024-08-24,0
2024-08-23,0
2024-08-22,0
2024-08-19,0
2024-08-18,0
2024-08-16,0
2024-08-15,0
2024-08-14,0
2024-08-13,0
2024-08-12,0
2024-08-11,0
2024-08-07,0
2024-07-15,0
2024-07-14,0
2024-07-12,0
1 date value
2 2024-10-05 0
3 2024-10-04 0
4 2024-10-03 0
5 2024-10-02 0
6 2024-10-01 0
7 2024-09-30 0
8 2024-09-29 0
9 2024-09-28 0
10 2024-09-27 0
11 2024-09-26 0
12 2024-09-25 0
13 2024-09-24 0
14 2024-09-23 0
15 2024-09-22 0
16 2024-09-21 0
17 2024-09-20 0
18 2024-09-19 0
19 2024-09-18 0
20 2024-09-17 0
21 2024-09-16 0
22 2024-09-15 0
23 2024-09-14 0
24 2024-09-13 0
25 2024-09-12 0
26 2024-09-11 0
27 2024-09-10 0
28 2024-09-09 0
29 2024-09-08 0
30 2024-09-07 0
31 2024-09-06 0
32 2024-09-05 0
33 2024-09-04 0
34 2024-09-03 0
35 2024-09-02 0
36 2024-09-01 0
37 2024-08-31 0
38 2024-08-30 0
39 2024-08-29 0
40 2024-08-28 0
41 2024-08-27 0
42 2024-08-26 0
43 2024-08-25 0
44 2024-08-24 0
45 2024-08-23 0
46 2024-08-22 0
47 2024-08-19 0
48 2024-08-18 0
49 2024-08-16 0
50 2024-08-15 0
51 2024-08-14 0
52 2024-08-13 0
53 2024-08-12 0
54 2024-08-11 0
55 2024-08-07 0
56 2024-07-15 0
57 2024-07-14 0
58 2024-07-12 0

58
data/Oliver/raw/aggregates_steps.csv
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@ -1,58 +0,0 @@
date,value
2024-10-05,2378
2024-10-04,1247
2024-10-03,2409
2024-10-02,3615
2024-10-01,2217
2024-09-30,2705
2024-09-29,943
2024-09-28,2584
2024-09-27,1996
2024-09-26,3818
2024-09-25,3726
2024-09-24,2578
2024-09-23,7051
2024-09-22,2477
2024-09-21,9163
2024-09-20,5059
2024-09-19,4613
2024-09-18,617
2024-09-17,3747
2024-09-16,895
2024-09-15,260
2024-09-14,847
2024-09-13,3051
2024-09-12,8096
2024-09-11,2675
2024-09-10,3923
2024-09-09,5287
2024-09-08,443
2024-09-07,1776
2024-09-06,207
2024-09-05,652
2024-09-04,2684
2024-09-03,4753
2024-09-02,4417
2024-09-01,469
2024-08-31,1459
2024-08-30,7035
2024-08-29,3114
2024-08-28,2648
2024-08-27,1358
2024-08-26,3650
2024-08-25,1943
2024-08-24,35
2024-08-23,7580
2024-08-22,2101
2024-08-19,10853
2024-08-18,0
2024-08-16,4781
2024-08-15,811
2024-08-14,2129
2024-08-13,7668
2024-08-12,3398
2024-08-11,510
2024-08-07,207
2024-07-15,0
2024-07-14,7
2024-07-12,897
1 date value
2 2024-10-05 2378
3 2024-10-04 1247
4 2024-10-03 2409
5 2024-10-02 3615
6 2024-10-01 2217
7 2024-09-30 2705
8 2024-09-29 943
9 2024-09-28 2584
10 2024-09-27 1996
11 2024-09-26 3818
12 2024-09-25 3726
13 2024-09-24 2578
14 2024-09-23 7051
15 2024-09-22 2477
16 2024-09-21 9163
17 2024-09-20 5059
18 2024-09-19 4613
19 2024-09-18 617
20 2024-09-17 3747
21 2024-09-16 895
22 2024-09-15 260
23 2024-09-14 847
24 2024-09-13 3051
25 2024-09-12 8096
26 2024-09-11 2675
27 2024-09-10 3923
28 2024-09-09 5287
29 2024-09-08 443
30 2024-09-07 1776
31 2024-09-06 207
32 2024-09-05 652
33 2024-09-04 2684
34 2024-09-03 4753
35 2024-09-02 4417
36 2024-09-01 469
37 2024-08-31 1459
38 2024-08-30 7035
39 2024-08-29 3114
40 2024-08-28 2648
41 2024-08-27 1358
42 2024-08-26 3650
43 2024-08-25 1943
44 2024-08-24 35
45 2024-08-23 7580
46 2024-08-22 2101
47 2024-08-19 10853
48 2024-08-18 0
49 2024-08-16 4781
50 2024-08-15 811
51 2024-08-14 2129
52 2024-08-13 7668
53 2024-08-12 3398
54 2024-08-11 510
55 2024-08-07 207
56 2024-07-15 0
57 2024-07-14 7
58 2024-07-12 897

2
data/Oliver/raw/devices.csv
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@ -1,2 +0,0 @@
mac,serial,latitude,longitude,battery_level,last_used_date,manual_geoloc,timezone,association_date
00:24:e4:7f:64:e6,SN-00:24:e4:7f:64:e6,46.8041,7.15077,75,1728156565,,Europe/Zurich,2024-07-12T08:27:40+02:00
1 mac serial latitude longitude battery_level last_used_date manual_geoloc timezone association_date
2 00:24:e4:7f:64:e6 SN-00:24:e4:7f:64:e6 46.8041 7.15077 75 1728156565 Europe/Zurich 2024-07-12T08:27:40+02:00

3
data/Oliver/raw/other.csv
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@ -1,3 +0,0 @@
type,date,value
"Activity class","2024-07-12 08:28:19",70
"Activity class","2024-07-12 08:28:14",30
1 type date value
2 Activity class 2024-07-12 08:28:19 70
3 Activity class 2024-07-12 08:28:14 30

2547
data/Oliver/raw/raw_hr_Heart Rate level.csv
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2547
data/Oliver/raw/raw_hr_Heart Rate state.csv
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5815
data/Oliver/raw/raw_hr_SPO2 Quality score.csv
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2547
data/Oliver/raw/raw_hr_hr.csv
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5815
data/Oliver/raw/raw_hr_skin temperature.csv
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3710
data/Oliver/raw/raw_tracker_ACTIREC_FEAT.csv
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3884
data/Oliver/raw/raw_tracker_Activity Intensity.csv
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3710
data/Oliver/raw/raw_tracker_Activity subcategory.csv
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3710
data/Oliver/raw/raw_tracker_Classification features (formerly steps down).csv
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3884
data/Oliver/raw/raw_tracker_calories-earned.csv
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3710
data/Oliver/raw/raw_tracker_distance.csv
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3710
data/Oliver/raw/raw_tracker_elevation.csv
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63
data/Oliver/raw/raw_tracker_sleep-state.csv
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@ -1,4 +1,55 @@
start,duration,value
2024-10-18T02:29:00+02:00,"[180,3000,3360,960]","[1,2,1,2]"
2024-10-18T04:34:00+02:00,"[3600,180,1260,240,5280]","[1,2,1,2,1]"
2024-10-17T21:05:00+02:00,"[120,180,180,1440,1500,720,1560,2580,2100]","[0,1,2,1,2,1,2,1,2]"
2024-10-17T23:58:00+02:00,"[720,180,60,420,180,360,3540,780,960,360,120,1020,360]","[1,1,0,0,1,2,2,1,2,1,0,0,1]"
2024-10-17T01:48:00+02:00,"[300,1140,1560,1080,540,1080,1740,360,660,420,780,720]","[1,2,1,2,1,2,1,2,1,2,1,2]"
2024-10-17T04:41:00+02:00,"[3420,240,1920,240,1500,420]","[1,2,1,2,1,0]"
2024-10-16T22:38:00+02:00,"[120,780,1140,720,420,2280,1980,720,780,1500]","[0,1,2,1,2,1,2,1,2,1]"
2024-10-17T01:32:00+02:00,"[720,240]","[2,1]"
2024-10-15T22:30:00+02:00,"[120,720,4680,1500,1380,660]","[0,1,2,1,2,1]"
2024-10-16T02:18:00+02:00,"[180,960,900,960,600,1620,720,1080,180]","[2,1,2,1,2,1,2,1,2]"
2024-10-16T04:18:00+02:00,"[4800,660,240,1620,540]","[1,2,0,1,0]"
2024-10-16T01:01:00+02:00,"[2100,720,1800]","[2,1,2]"
2024-10-14T22:03:00+02:00,"[120,180,780,2400,660,480,1860,1200,2760]","[0,1,2,1,2,1,2,1,2]"
2024-10-15T01:04:00+02:00,"[600,1920,840,540,60]","[1,2,2,1,2]"
2024-10-15T02:10:00+02:00,"[240,2160,1500,780,180,1620,360,1560,1560,780]","[2,1,2,1,2,1,2,1,2,1]"
2024-10-15T05:09:00+02:00,"[900,2520,180,1680,300,1320,60]","[2,1,0,1,2,1,0]"
2024-10-15T00:57:00+02:00,[420],[1]
2024-10-14T01:01:00+02:00,"[3180,1800,420,1440,1080,900,1140,780]","[2,1,2,1,2,1,2,1]"
2024-10-14T04:00:00+02:00,"[360,1680,180,1800,1200,780,360,3720,60]","[2,1,0,1,2,1,2,1,0]"
2024-10-13T21:51:00+02:00,"[120,480,1320,900,3060,720,420,720,1320,1320,300]","[0,1,2,1,2,1,2,1,2,1,2]"
2024-10-14T00:49:00+02:00,[720],[1]
2024-10-13T01:55:00+02:00,"[420,720,720,660,780,1560,1740,240,540,180,420,780,240,180,240,660]","[1,2,1,2,1,2,1,2,0,1,2,1,2,0,1,2]"
2024-10-13T04:43:00+02:00,"[1020,180,1620,720,1200,480,1320,180,240,180,180,1200,420]","[1,0,1,2,1,2,1,0,1,2,0,0,1]"
2024-10-13T07:12:00+02:00,"[3120,480,840]","[1,0,1]"
2024-10-12T22:55:00+02:00,"[120,1140,1320,780,2700,1440,840,2460]","[0,1,2,1,2,1,2,1]"
2024-10-12T02:51:00+02:00,"[540,1740,2160,180,180,60,840,480]","[1,2,1,2,1,1,0,1]"
2024-10-12T04:34:00+02:00,"[180,1620,300,3900,540,1020,420,2100,180]","[1,2,0,1,2,1,2,1,2]"
2024-10-12T07:25:00+02:00,"[2820,300]","[1,0]"
2024-10-11T23:44:00+02:00,"[120,2100,2400,780,1500,720,180,780,480,960]","[0,1,2,1,2,1,2,1,2,1]"
2024-10-12T02:31:00+02:00,[900],[2]
2024-10-10T23:26:00+02:00,"[120,180,1440,480,1440,1500,1080,1440,480,720,1080,840]","[0,1,2,1,2,1,2,1,2,1,2,1]"
2024-10-11T02:26:00+02:00,"[60,1440,720,240,3660,1680,1920,720]","[1,2,1,2,1,2,2,1]"
2024-10-11T05:20:00+02:00,"[2820,1140,420,420,240,1080,120]","[1,2,1,0,0,1,1]"
2024-10-10T01:22:00+02:00,"[360,1440,840,600,1320,1440,1740,780,1080]","[2,1,2,1,2,1,2,1,2]"
2024-10-10T04:02:00+02:00,"[2340,300,5520,720,240]","[1,2,1,2,1]"
2024-10-09T22:21:00+02:00,"[120,180,1920,1500,960,720,1260,1080,1200,1800]","[0,1,2,1,2,1,2,1,2,1]"
2024-10-10T01:20:00+02:00,[120],[2]
2024-10-08T22:52:00+02:00,"[120,540,420,1320,960,1080,300,780,1620,480,2640]","[0,1,2,1,2,1,2,1,2,1,2]"
2024-10-09T01:43:00+02:00,"[780,720,540,720,780,720,1560,2100,240,1620]","[1,1,2,1,2,1,2,1,2,1]"
2024-10-09T04:26:00+02:00,"[1200,2160,420]","[2,1,0]"
2024-10-07T21:19:00+02:00,"[120,960,1800,2220,1080,1080,1020,1560]","[0,1,2,1,2,1,2,1]"
2024-10-08T00:03:00+02:00,"[1020,540,1560,1500,660,780,1320,1620,180,660]","[2,2,2,2,2,1,1,2,0,1]"
2024-10-08T02:47:00+02:00,"[1620,3180,720,1980,540,180,420,660,300,960]","[2,1,2,1,0,1,0,1,1,1]"
2024-10-08T05:43:00+02:00,"[900,1860,480,2460]","[1,2,0,1]"
2024-10-06T21:27:00+02:00,"[120,960,2040,2160,360,720,2100,840,900]","[0,1,2,1,2,1,2,1,2]"
2024-10-07T00:17:00+02:00,"[1560,180,360,2880,1560,1080,240,1680,1020]","[1,1,2,1,2,1,2,1,2]"
2024-10-07T03:13:00+02:00,"[4740,1500,960,180,1320,180]","[1,2,1,2,1,0]"
2024-10-05T22:54:00+02:00,"[120,480,960,600,180,1320,1440,240,1380,1440]","[0,1,2,0,1,2,1,2,1,2]"
2024-10-06T01:10:00+02:00,"[3120,120,1440,600,780]","[1,2,2,2,1]"
2024-10-06T02:51:00+02:00,"[2340,360,780,1020,1020,360,1680,240]","[1,2,1,2,1,2,1,0]"
2024-10-06T05:01:00+02:00,"[3300,300,720,900,180,600,180,60,540,240,420,420,900,1080,180]","[1,2,1,2,1,0,1,0,0,1,0,1,0,1,1]"
2024-10-05T00:24:00+02:00,"[120,480,480,660,180,720,240,600,360,1740,1380,720,360,720,1800]","[0,1,2,1,2,1,2,1,2,1,2,1,2,1,2]"
2024-10-05T03:20:00+02:00,"[360,1020,420,720,1980,3660,480]","[1,1,2,1,2,1,2]"
2024-10-05T05:44:00+02:00,"[4260,1020]","[1,1]"
@ -42,9 +93,9 @@ start,duration,value
2024-09-24T03:11:00+02:00,[1860],[1]
2024-09-24T03:42:00+02:00,"[2040,660,720,1080,4140,1440]","[1,2,1,2,1,2]"
2024-09-24T06:30:00+02:00,"[2880,120]","[1,0]"
2024-09-22T21:04:00+02:00,"[120,180,3480,1620,900,1260,840,1260,780,360]","[0,1,2,1,2,1,2,1,2,1]"
2024-09-23T00:04:00+02:00,"[3000,1740,780,1680,1620,780,540]","[1,2,1,2,1,2,1]"
2024-09-23T02:53:00+02:00,"[720,900,480,2580,240,2700,360]","[2,1,2,1,2,1,0]"
2024-09-22T21:04:00+02:00,"[120,180,3480,1620,900,1260,840,1260,780,360]","[0,1,2,1,2,1,2,1,2,1]"
2024-09-20T22:10:00+02:00,"[120,180,1020,2220,960,1620,1260,960]","[0,1,2,1,2,1,2,1]"
2024-09-21T00:29:00+02:00,"[2640,60]","[2,1]"
2024-09-21T01:14:00+02:00,"[1740,1500,780,2040,1980,420,780,900]","[1,2,1,2,1,2,1,2]"
@ -64,33 +115,33 @@ start,duration,value
2024-09-16T23:27:00+02:00,"[1320,1440,600,1500,1320,1920,780,720,900]","[1,1,2,1,2,1,2,1,2]"
2024-09-17T02:22:00+02:00,"[2820,480,3000,180,2520,840,720,180]","[1,2,1,0,1,2,1,0]"
2024-09-17T05:21:00+02:00,"[2460,1020,720,480,1440,180]","[1,1,1,0,1,0]"
2024-09-16T20:42:00+02:00,"[120,1620,1740,1860,240,660,540,720,720,540,180,780,180]","[0,1,2,1,2,1,2,1,2,1,2,1,2]"
2024-09-16T05:38:00+02:00,[4260],[1]
2024-09-15T22:00:00+02:00,"[120,180,1740,1440,1980,720,2220,960,1440]","[0,1,2,1,2,1,2,1,2]"
2024-09-16T01:00:00+02:00,"[540,1440,1440,780,960,780,240,3000,900]","[2,1,2,1,2,1,2,1,2]"
2024-09-16T03:48:00+02:00,"[840,720,3900,1140]","[1,2,1,2]"
2024-09-16T20:42:00+02:00,"[120,1620,1740,1860,240,660,540,720,720,540,180,780,180]","[0,1,2,1,2,1,2,1,2,1,2,1,2]"
2024-09-15T00:16:00+02:00,"[420,720,1740,1560,420,4020,1860]","[2,1,2,1,2,1,2]"
2024-09-15T03:15:00+02:00,"[3360,180,3360,180,1140,780,960,180,360]","[1,0,1,2,1,2,1,2,1]"
2024-09-15T06:10:00+02:00,"[420,660,540,1680,420,360,600,600,60]","[0,1,0,1,0,1,0,1,1]"
2024-09-15T07:41:00+02:00,"[480,1260]","[0,1]"
2024-09-15T08:10:00+02:00,[600],[1]
2024-09-14T21:16:00+02:00,"[120,480,840,840,2100,960,600,1140,1140,780,600,720,480]","[0,1,2,1,2,1,2,1,2,1,2,1,2]"
2024-09-13T20:24:00+02:00,"[120,480,600,720,360,660,480,180,1080,1800,1560,960,780,720]","[0,1,2,1,2,1,0,1,2,1,2,1,2,1]"
2024-09-13T23:19:00+02:00,"[720,540,900,480,1020,2640,180,780,60,420,2640]","[2,1,1,2,1,2,2,1,1,2,1]"
2024-09-14T02:12:00+02:00,"[1260,900,360,2340,240,780,720,2880,240,240]","[2,1,2,1,2,1,2,1,2,1]"
2024-09-14T04:58:00+02:00,[1020],[1]
2024-09-14T05:15:00+02:00,"[3000,180,1800,300,2100]","[1,0,1,2,1]"
2024-09-14T07:18:00+02:00,"[240,540,1620,600,2280,2880]","[1,0,1,0,1,1]"
2024-09-14T21:16:00+02:00,"[120,480,840,840,2100,960,600,1140,1140,780,600,720,480]","[0,1,2,1,2,1,2,1,2,1,2,1,2]"
2024-09-13T01:08:00+02:00,"[1500,780,720,1140,2820,1320,720]","[1,2,1,2,1,2,1]"
2024-09-13T03:38:00+02:00,"[1920,1020,180,2400,420,1380]","[2,1,0,1,2,1]"
2024-09-13T20:24:00+02:00,"[120,480,600,720,360,660,480,180,1080,1800,1560,960,780,720]","[0,1,2,1,2,1,0,1,2,1,2,1,2,1]"
2024-09-12T22:08:00+02:00,"[120,780,1020,720,780,780,3060,780,1800,960]","[0,1,2,1,2,1,2,1,2,1]"
2024-09-11T21:23:00+02:00,"[120,480,1080,720,900,2520,1980,180,660,660]","[0,1,2,1,2,1,2,0,1,2]"
2024-09-11T23:58:00+02:00,"[1740,1200,2100,720,360,1920,1380,780]","[1,1,2,1,2,1,2,1]"
2024-09-12T02:48:00+02:00,"[1440,2220,900,3540,1200]","[2,1,2,1,1]"
2024-09-12T05:23:00+02:00,"[1680,240,1260,360]","[1,2,1,0]"
2024-09-11T01:27:00+02:00,"[240,1020,1560,660,3540,1080,780,420]","[1,2,1,2,1,2,1,2]"
2024-09-11T04:02:00+02:00,"[1560,360,4680,540,1620,240]","[1,2,1,2,1,0]"
2024-09-10T22:27:00+02:00,"[120,180,1440,4020,780,1380,900,1980]","[0,1,2,1,2,1,2,1]"
2024-09-11T21:23:00+02:00,"[120,480,1080,720,900,2520,1980,180,660,660]","[0,1,2,1,2,1,2,0,1,2]"
2024-09-10T02:18:00+02:00,"[840,1260,480,4140,1980,720,600]","[2,1,2,1,2,1,2]"
2024-09-10T05:05:00+02:00,"[2760,780,5040,420,540]","[1,2,1,0,1]"
2024-09-09T23:08:00+02:00,"[180,1620,1260,1140,2580,1080,2640]","[0,1,2,1,2,1,2]"
@ -124,10 +175,10 @@ start,duration,value
2024-09-02T22:29:00+02:00,"[240,2640,1440,2280,1680,840]","[0,1,2,1,2,1]"
2024-09-03T01:01:00+02:00,"[2040,3180,1800,1740,240,780,660]","[2,1,2,1,2,1,2]"
2024-09-03T03:55:00+02:00,"[3660,180,720,720,2880,480,720]","[1,2,1,2,1,2,1]"
2024-09-01T21:09:00+02:00,"[120,1320,900,2700,3600,840,720,540]","[0,1,2,1,2,1,2,1]"
2024-09-02T00:08:00+02:00,"[780,600,2100,1440,720,1500,1740,600]","[2,2,1,2,1,2,1,2]"
2024-09-02T02:46:00+02:00,"[2640,360,1320,360,1080,780,3660]","[1,2,1,2,1,2,1]"
2024-09-02T05:36:00+02:00,"[660,1320,180,240]","[2,1,0,1]"
2024-09-01T21:09:00+02:00,"[120,1320,900,2700,3600,840,720,540]","[0,1,2,1,2,1,2,1]"
2024-08-31T22:25:00+02:00,"[120,1020,180,720,900,1200,1080,780,2100,2700]","[0,1,2,1,2,1,2,1,2,1]"
2024-09-01T01:25:00+02:00,"[120,1440,900,780,2340,300,1200,780,1920,420]","[2,2,2,1,1,2,1,2,1,2]"
2024-09-01T04:15:00+02:00,"[3900,540,1740,60,1320,180,240,180,120,480,180,420,60,120]","[1,2,1,1,0,1,2,2,2,0,1,2,2,1]"

1 start duration value
2 2024-10-18T02:29:00+02:00 [180,3000,3360,960] [1,2,1,2]
3 2024-10-18T04:34:00+02:00 [3600,180,1260,240,5280] [1,2,1,2,1]
4 2024-10-17T21:05:00+02:00 [120,180,180,1440,1500,720,1560,2580,2100] [0,1,2,1,2,1,2,1,2]
5 2024-10-17T23:58:00+02:00 [720,180,60,420,180,360,3540,780,960,360,120,1020,360] [1,1,0,0,1,2,2,1,2,1,0,0,1]
6 2024-10-17T01:48:00+02:00 [300,1140,1560,1080,540,1080,1740,360,660,420,780,720] [1,2,1,2,1,2,1,2,1,2,1,2]
7 2024-10-17T04:41:00+02:00 [3420,240,1920,240,1500,420] [1,2,1,2,1,0]
8 2024-10-16T22:38:00+02:00 [120,780,1140,720,420,2280,1980,720,780,1500] [0,1,2,1,2,1,2,1,2,1]
9 2024-10-17T01:32:00+02:00 [720,240] [2,1]
10 2024-10-15T22:30:00+02:00 [120,720,4680,1500,1380,660] [0,1,2,1,2,1]
11 2024-10-16T02:18:00+02:00 [180,960,900,960,600,1620,720,1080,180] [2,1,2,1,2,1,2,1,2]
12 2024-10-16T04:18:00+02:00 [4800,660,240,1620,540] [1,2,0,1,0]
13 2024-10-16T01:01:00+02:00 [2100,720,1800] [2,1,2]
14 2024-10-14T22:03:00+02:00 [120,180,780,2400,660,480,1860,1200,2760] [0,1,2,1,2,1,2,1,2]
15 2024-10-15T01:04:00+02:00 [600,1920,840,540,60] [1,2,2,1,2]
16 2024-10-15T02:10:00+02:00 [240,2160,1500,780,180,1620,360,1560,1560,780] [2,1,2,1,2,1,2,1,2,1]
17 2024-10-15T05:09:00+02:00 [900,2520,180,1680,300,1320,60] [2,1,0,1,2,1,0]
18 2024-10-15T00:57:00+02:00 [420] [1]
19 2024-10-14T01:01:00+02:00 [3180,1800,420,1440,1080,900,1140,780] [2,1,2,1,2,1,2,1]
20 2024-10-14T04:00:00+02:00 [360,1680,180,1800,1200,780,360,3720,60] [2,1,0,1,2,1,2,1,0]
21 2024-10-13T21:51:00+02:00 [120,480,1320,900,3060,720,420,720,1320,1320,300] [0,1,2,1,2,1,2,1,2,1,2]
22 2024-10-14T00:49:00+02:00 [720] [1]
23 2024-10-13T01:55:00+02:00 [420,720,720,660,780,1560,1740,240,540,180,420,780,240,180,240,660] [1,2,1,2,1,2,1,2,0,1,2,1,2,0,1,2]
24 2024-10-13T04:43:00+02:00 [1020,180,1620,720,1200,480,1320,180,240,180,180,1200,420] [1,0,1,2,1,2,1,0,1,2,0,0,1]
25 2024-10-13T07:12:00+02:00 [3120,480,840] [1,0,1]
26 2024-10-12T22:55:00+02:00 [120,1140,1320,780,2700,1440,840,2460] [0,1,2,1,2,1,2,1]
27 2024-10-12T02:51:00+02:00 [540,1740,2160,180,180,60,840,480] [1,2,1,2,1,1,0,1]
28 2024-10-12T04:34:00+02:00 [180,1620,300,3900,540,1020,420,2100,180] [1,2,0,1,2,1,2,1,2]
29 2024-10-12T07:25:00+02:00 [2820,300] [1,0]
30 2024-10-11T23:44:00+02:00 [120,2100,2400,780,1500,720,180,780,480,960] [0,1,2,1,2,1,2,1,2,1]
31 2024-10-12T02:31:00+02:00 [900] [2]
32 2024-10-10T23:26:00+02:00 [120,180,1440,480,1440,1500,1080,1440,480,720,1080,840] [0,1,2,1,2,1,2,1,2,1,2,1]
33 2024-10-11T02:26:00+02:00 [60,1440,720,240,3660,1680,1920,720] [1,2,1,2,1,2,2,1]
34 2024-10-11T05:20:00+02:00 [2820,1140,420,420,240,1080,120] [1,2,1,0,0,1,1]
35 2024-10-10T01:22:00+02:00 [360,1440,840,600,1320,1440,1740,780,1080] [2,1,2,1,2,1,2,1,2]
36 2024-10-10T04:02:00+02:00 [2340,300,5520,720,240] [1,2,1,2,1]
37 2024-10-09T22:21:00+02:00 [120,180,1920,1500,960,720,1260,1080,1200,1800] [0,1,2,1,2,1,2,1,2,1]
38 2024-10-10T01:20:00+02:00 [120] [2]
39 2024-10-08T22:52:00+02:00 [120,540,420,1320,960,1080,300,780,1620,480,2640] [0,1,2,1,2,1,2,1,2,1,2]
40 2024-10-09T01:43:00+02:00 [780,720,540,720,780,720,1560,2100,240,1620] [1,1,2,1,2,1,2,1,2,1]
41 2024-10-09T04:26:00+02:00 [1200,2160,420] [2,1,0]
42 2024-10-07T21:19:00+02:00 [120,960,1800,2220,1080,1080,1020,1560] [0,1,2,1,2,1,2,1]
43 2024-10-08T00:03:00+02:00 [1020,540,1560,1500,660,780,1320,1620,180,660] [2,2,2,2,2,1,1,2,0,1]
44 2024-10-08T02:47:00+02:00 [1620,3180,720,1980,540,180,420,660,300,960] [2,1,2,1,0,1,0,1,1,1]
45 2024-10-08T05:43:00+02:00 [900,1860,480,2460] [1,2,0,1]
46 2024-10-06T21:27:00+02:00 [120,960,2040,2160,360,720,2100,840,900] [0,1,2,1,2,1,2,1,2]
47 2024-10-07T00:17:00+02:00 [1560,180,360,2880,1560,1080,240,1680,1020] [1,1,2,1,2,1,2,1,2]
48 2024-10-07T03:13:00+02:00 [4740,1500,960,180,1320,180] [1,2,1,2,1,0]
49 2024-10-05T22:54:00+02:00 [120,480,960,600,180,1320,1440,240,1380,1440] [0,1,2,0,1,2,1,2,1,2]
50 2024-10-06T01:10:00+02:00 [3120,120,1440,600,780] [1,2,2,2,1]
51 2024-10-06T02:51:00+02:00 [2340,360,780,1020,1020,360,1680,240] [1,2,1,2,1,2,1,0]
52 2024-10-06T05:01:00+02:00 [3300,300,720,900,180,600,180,60,540,240,420,420,900,1080,180] [1,2,1,2,1,0,1,0,0,1,0,1,0,1,1]
53 2024-10-05T00:24:00+02:00 [120,480,480,660,180,720,240,600,360,1740,1380,720,360,720,1800] [0,1,2,1,2,1,2,1,2,1,2,1,2,1,2]
54 2024-10-05T03:20:00+02:00 [360,1020,420,720,1980,3660,480] [1,1,2,1,2,1,2]
55 2024-10-05T05:44:00+02:00 [4260,1020] [1,1]
93 2024-09-24T03:11:00+02:00 [1860] [1]
94 2024-09-24T03:42:00+02:00 [2040,660,720,1080,4140,1440] [1,2,1,2,1,2]
95 2024-09-24T06:30:00+02:00 [2880,120] [1,0]
96 2024-09-22T21:04:00+02:00 [120,180,3480,1620,900,1260,840,1260,780,360] [0,1,2,1,2,1,2,1,2,1]
97 2024-09-23T00:04:00+02:00 [3000,1740,780,1680,1620,780,540] [1,2,1,2,1,2,1]
98 2024-09-23T02:53:00+02:00 [720,900,480,2580,240,2700,360] [2,1,2,1,2,1,0]
2024-09-22T21:04:00+02:00 [120,180,3480,1620,900,1260,840,1260,780,360] [0,1,2,1,2,1,2,1,2,1]
99 2024-09-20T22:10:00+02:00 [120,180,1020,2220,960,1620,1260,960] [0,1,2,1,2,1,2,1]
100 2024-09-21T00:29:00+02:00 [2640,60] [2,1]
101 2024-09-21T01:14:00+02:00 [1740,1500,780,2040,1980,420,780,900] [1,2,1,2,1,2,1,2]
115 2024-09-16T23:27:00+02:00 [1320,1440,600,1500,1320,1920,780,720,900] [1,1,2,1,2,1,2,1,2]
116 2024-09-17T02:22:00+02:00 [2820,480,3000,180,2520,840,720,180] [1,2,1,0,1,2,1,0]
117 2024-09-17T05:21:00+02:00 [2460,1020,720,480,1440,180] [1,1,1,0,1,0]
118 2024-09-16T20:42:00+02:00 [120,1620,1740,1860,240,660,540,720,720,540,180,780,180] [0,1,2,1,2,1,2,1,2,1,2,1,2]
119 2024-09-16T05:38:00+02:00 [4260] [1]
120 2024-09-15T22:00:00+02:00 [120,180,1740,1440,1980,720,2220,960,1440] [0,1,2,1,2,1,2,1,2]
121 2024-09-16T01:00:00+02:00 [540,1440,1440,780,960,780,240,3000,900] [2,1,2,1,2,1,2,1,2]
122 2024-09-16T03:48:00+02:00 [840,720,3900,1140] [1,2,1,2]
2024-09-16T20:42:00+02:00 [120,1620,1740,1860,240,660,540,720,720,540,180,780,180] [0,1,2,1,2,1,2,1,2,1,2,1,2]
123 2024-09-15T00:16:00+02:00 [420,720,1740,1560,420,4020,1860] [2,1,2,1,2,1,2]
124 2024-09-15T03:15:00+02:00 [3360,180,3360,180,1140,780,960,180,360] [1,0,1,2,1,2,1,2,1]
125 2024-09-15T06:10:00+02:00 [420,660,540,1680,420,360,600,600,60] [0,1,0,1,0,1,0,1,1]
126 2024-09-15T07:41:00+02:00 [480,1260] [0,1]
127 2024-09-15T08:10:00+02:00 [600] [1]
128 2024-09-14T21:16:00+02:00 [120,480,840,840,2100,960,600,1140,1140,780,600,720,480] [0,1,2,1,2,1,2,1,2,1,2,1,2]
129 2024-09-13T20:24:00+02:00 [120,480,600,720,360,660,480,180,1080,1800,1560,960,780,720] [0,1,2,1,2,1,0,1,2,1,2,1,2,1]
130 2024-09-13T23:19:00+02:00 [720,540,900,480,1020,2640,180,780,60,420,2640] [2,1,1,2,1,2,2,1,1,2,1]
131 2024-09-14T02:12:00+02:00 [1260,900,360,2340,240,780,720,2880,240,240] [2,1,2,1,2,1,2,1,2,1]
132 2024-09-14T04:58:00+02:00 [1020] [1]
133 2024-09-14T05:15:00+02:00 [3000,180,1800,300,2100] [1,0,1,2,1]
134 2024-09-14T07:18:00+02:00 [240,540,1620,600,2280,2880] [1,0,1,0,1,1]
2024-09-14T21:16:00+02:00 [120,480,840,840,2100,960,600,1140,1140,780,600,720,480] [0,1,2,1,2,1,2,1,2,1,2,1,2]
135 2024-09-13T01:08:00+02:00 [1500,780,720,1140,2820,1320,720] [1,2,1,2,1,2,1]
136 2024-09-13T03:38:00+02:00 [1920,1020,180,2400,420,1380] [2,1,0,1,2,1]
2024-09-13T20:24:00+02:00 [120,480,600,720,360,660,480,180,1080,1800,1560,960,780,720] [0,1,2,1,2,1,0,1,2,1,2,1,2,1]
137 2024-09-12T22:08:00+02:00 [120,780,1020,720,780,780,3060,780,1800,960] [0,1,2,1,2,1,2,1,2,1]
138 2024-09-11T21:23:00+02:00 [120,480,1080,720,900,2520,1980,180,660,660] [0,1,2,1,2,1,2,0,1,2]
139 2024-09-11T23:58:00+02:00 [1740,1200,2100,720,360,1920,1380,780] [1,1,2,1,2,1,2,1]
140 2024-09-12T02:48:00+02:00 [1440,2220,900,3540,1200] [2,1,2,1,1]
141 2024-09-12T05:23:00+02:00 [1680,240,1260,360] [1,2,1,0]
142 2024-09-11T01:27:00+02:00 [240,1020,1560,660,3540,1080,780,420] [1,2,1,2,1,2,1,2]
143 2024-09-11T04:02:00+02:00 [1560,360,4680,540,1620,240] [1,2,1,2,1,0]
144 2024-09-10T22:27:00+02:00 [120,180,1440,4020,780,1380,900,1980] [0,1,2,1,2,1,2,1]
2024-09-11T21:23:00+02:00 [120,480,1080,720,900,2520,1980,180,660,660] [0,1,2,1,2,1,2,0,1,2]
145 2024-09-10T02:18:00+02:00 [840,1260,480,4140,1980,720,600] [2,1,2,1,2,1,2]
146 2024-09-10T05:05:00+02:00 [2760,780,5040,420,540] [1,2,1,0,1]
147 2024-09-09T23:08:00+02:00 [180,1620,1260,1140,2580,1080,2640] [0,1,2,1,2,1,2]
175 2024-09-02T22:29:00+02:00 [240,2640,1440,2280,1680,840] [0,1,2,1,2,1]
176 2024-09-03T01:01:00+02:00 [2040,3180,1800,1740,240,780,660] [2,1,2,1,2,1,2]
177 2024-09-03T03:55:00+02:00 [3660,180,720,720,2880,480,720] [1,2,1,2,1,2,1]
178 2024-09-01T21:09:00+02:00 [120,1320,900,2700,3600,840,720,540] [0,1,2,1,2,1,2,1]
179 2024-09-02T00:08:00+02:00 [780,600,2100,1440,720,1500,1740,600] [2,2,1,2,1,2,1,2]
180 2024-09-02T02:46:00+02:00 [2640,360,1320,360,1080,780,3660] [1,2,1,2,1,2,1]
181 2024-09-02T05:36:00+02:00 [660,1320,180,240] [2,1,0,1]
2024-09-01T21:09:00+02:00 [120,1320,900,2700,3600,840,720,540] [0,1,2,1,2,1,2,1]
182 2024-08-31T22:25:00+02:00 [120,1020,180,720,900,1200,1080,780,2100,2700] [0,1,2,1,2,1,2,1,2,1]
183 2024-09-01T01:25:00+02:00 [120,1440,900,780,2340,300,1200,780,1920,420] [2,2,2,1,1,2,1,2,1,2]
184 2024-09-01T04:15:00+02:00 [3900,540,1740,60,1320,180,240,180,120,480,180,420,60,120] [1,2,1,1,0,1,2,2,2,0,1,2,2,1]

3710
data/Oliver/raw/raw_tracker_steps.csv
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13
data/Oliver/raw/sleep.csv
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@ -47,3 +47,16 @@ from,to,"light (s)","deep (s)","rem (s)","awake (s)","wake up","Duration to slee
2024-10-03T01:04:00+02:00,2024-10-03T07:02:00+02:00,13140,8100,0,120,0,120,0,0,0,66,58,101,
2024-10-03T23:39:00+02:00,2024-10-04T06:23:00+02:00,12960,10380,0,900,2,120,0,0,0,71,59,108,
2024-10-05T00:24:00+02:00,2024-10-05T07:12:00+02:00,16680,7680,0,120,0,120,0,0,0,62,54,72,
2024-10-05T22:54:00+02:00,2024-10-06T07:48:00+02:00,17340,9060,0,960,2,120,0,0,0,65,55,102,
2024-10-06T21:27:00+02:00,2024-10-07T05:41:00+02:00,19080,10260,0,300,0,120,180,0,0,65,57,102,
2024-10-07T21:19:00+02:00,2024-10-08T07:18:00+02:00,19200,15000,0,1740,4,120,0,0,0,68,59,88,
2024-10-08T22:52:00+02:00,2024-10-09T05:29:00+02:00,13020,10260,0,540,0,120,420,0,0,70,57,101,
2024-10-09T22:21:00+02:00,2024-10-10T06:34:00+02:00,17640,11820,0,120,0,120,0,0,0,69,56,103,
2024-10-10T23:26:00+02:00,2024-10-11T07:04:00+02:00,14760,11940,0,780,1,120,0,0,0,66,57,91,
2024-10-11T23:44:00+02:00,2024-10-12T08:17:00+02:00,18780,10440,0,1560,2,120,300,0,0,64,52,98,
2024-10-12T22:55:00+02:00,2024-10-13T08:26:00+02:00,20460,10740,0,3060,6,120,0,0,0,64,51,115,
2024-10-13T21:51:00+02:00,2024-10-14T06:49:00+02:00,16980,14160,0,300,1,120,0,0,0,65,54,99,
2024-10-14T22:03:00+02:00,2024-10-15T07:05:00+02:00,16500,13620,0,300,1,120,0,0,0,60,54,90,
2024-10-15T22:30:00+02:00,2024-10-16T06:29:00+02:00,14640,13200,0,900,1,120,540,0,0,61,54,100,
2024-10-16T22:38:00+02:00,2024-10-17T06:50:00+02:00,18660,10320,0,540,0,120,420,0,0,62,57,70,
2024-10-17T21:05:00+02:00,2024-10-18T07:30:00+02:00,21180,14580,0,1740,2,120,0,0,0,63,52,99,

1 from to light (s) deep (s) rem (s) awake (s) wake up Duration to sleep (s) Duration to wake up (s) Snoring (s) Snoring episodes Average heart rate Heart rate (min) Heart rate (max) Night events
47 2024-10-03T01:04:00+02:00 2024-10-03T07:02:00+02:00 13140 8100 0 120 0 120 0 0 0 66 58 101
48 2024-10-03T23:39:00+02:00 2024-10-04T06:23:00+02:00 12960 10380 0 900 2 120 0 0 0 71 59 108
49 2024-10-05T00:24:00+02:00 2024-10-05T07:12:00+02:00 16680 7680 0 120 0 120 0 0 0 62 54 72
50 2024-10-05T22:54:00+02:00 2024-10-06T07:48:00+02:00 17340 9060 0 960 2 120 0 0 0 65 55 102
51 2024-10-06T21:27:00+02:00 2024-10-07T05:41:00+02:00 19080 10260 0 300 0 120 180 0 0 65 57 102
52 2024-10-07T21:19:00+02:00 2024-10-08T07:18:00+02:00 19200 15000 0 1740 4 120 0 0 0 68 59 88
53 2024-10-08T22:52:00+02:00 2024-10-09T05:29:00+02:00 13020 10260 0 540 0 120 420 0 0 70 57 101
54 2024-10-09T22:21:00+02:00 2024-10-10T06:34:00+02:00 17640 11820 0 120 0 120 0 0 0 69 56 103
55 2024-10-10T23:26:00+02:00 2024-10-11T07:04:00+02:00 14760 11940 0 780 1 120 0 0 0 66 57 91
56 2024-10-11T23:44:00+02:00 2024-10-12T08:17:00+02:00 18780 10440 0 1560 2 120 300 0 0 64 52 98
57 2024-10-12T22:55:00+02:00 2024-10-13T08:26:00+02:00 20460 10740 0 3060 6 120 0 0 0 64 51 115
58 2024-10-13T21:51:00+02:00 2024-10-14T06:49:00+02:00 16980 14160 0 300 1 120 0 0 0 65 54 99
59 2024-10-14T22:03:00+02:00 2024-10-15T07:05:00+02:00 16500 13620 0 300 1 120 0 0 0 60 54 90
60 2024-10-15T22:30:00+02:00 2024-10-16T06:29:00+02:00 14640 13200 0 900 1 120 540 0 0 61 54 100
61 2024-10-16T22:38:00+02:00 2024-10-17T06:50:00+02:00 18660 10320 0 540 0 120 420 0 0 62 57 70
62 2024-10-17T21:05:00+02:00 2024-10-18T07:30:00+02:00 21180 14580 0 1740 2 120 0 0 0 63 52 99

1
data/Oliver/raw/user_survey.csv
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@ -1 +0,0 @@
date,property,value
1 date property value

2
data/Oliver/raw/weight.csv
View File

@ -1,2 +0,0 @@
Date,"Weight (kg)","Fat mass (kg)","Bone mass (kg)","Muscle mass (kg)","Hydration (kg)",Comments
"2024-07-07 19:39:51",67.00,,,,,
1 Date Weight (kg) Fat mass (kg) Bone mass (kg) Muscle mass (kg) Hydration (kg) Comments
2 2024-07-07 19:39:51 67.00

108
requirements.txt Normal file
View File

@ -0,0 +1,108 @@
bleach~=6.1.0
beautifulsoup4~=4.12.3
soupsieve~=2.6
charset-normalizer~=3.4.0
h11~=0.14.0
defusedxml~=0.7.1
ipython~=8.28.0
numpy~=2.1.2
pillow~=11.0.0
pip~=24.2
attrs~=24.2.0
pyzmq~=26.2.0
colorama~=0.4.6
tornado~=6.4.1
cffi~=1.17.1
setuptools~=75.2.0
comm~=0.2.2
traitlets~=5.14.3
fqdn~=1.5.1
parso~=0.8.4
jedi~=0.19.1
pytz~=2024.2
PyYAML~=6.0.2
sniffio~=1.3.1
arrow~=1.3.0
python-dateutil~=2.9.0.post0
babel~=2.16.0
httpcore~=1.0.6
Pygments~=2.18.0
idna~=3.10
certifi~=2024.8.30
pywin32~=308
overrides~=7.7.0
six~=1.16.0
patsy~=0.5.6
pandas~=2.2.3
scipy~=1.14.1
threadpoolctl~=3.5.0
matplotlib~=3.9.2
platformdirs~=4.3.6
argon2-cffi-bindings~=21.2.0
webencodings~=0.5.1
tinycss2~=1.3.0
MarkupSafe~=3.0.2
joblib~=1.4.2
psutil~=6.1.0
plotly~=5.24.1
tenacity~=9.0.0
kaleido~=0.2.1
packaging~=24.1
pywinpty~=2.0.14
debugpy~=1.8.7
decorator~=5.1.1
stack-data~=0.6.3
matplotlib-inline~=0.1.7
jupyter_client~=8.6.3
prompt_toolkit~=3.0.48
wcwidth~=0.2.13
seaborn~=0.13.2
cycler~=0.12.1
statsmodels~=0.14.4
scikit-learn~=1.5.2
urllib3~=2.2.3
anyio~=4.6.2.post1
nbformat~=5.10.4
jupyter_core~=5.7.2
nbclient~=0.10.0
fastjsonschema~=2.20.0
jsonschema~=4.23.0
jupyter_server~=2.14.2
jupyterlab~=4.2.5
jupyterlab_server~=2.27.3
notebook_shim~=0.2.4
notebook~=7.2.2
pyEDFlib~=0.1.38
asttokens~=2.4.1
contourpy~=1.3.0
executing~=2.1.0
fonttools~=4.54.1
ipykernel~=6.29.5
nbconvert~=7.16.4
pandocfilters~=1.5.1
mistune~=3.0.2
Jinja2~=3.1.4
jupyterlab_pygments~=0.3.0
pure_eval~=0.2.3
pycparser~=2.22
pyparsing~=3.2.0
websocket-client~=1.8.0
terminado~=0.18.1
referencing~=0.35.1
webcolors~=24.8.0
jsonpointer~=3.0.0
uri-template~=1.3.0
isoduration~=20.11.0
rfc3339-validator~=0.1.4
jsonschema-specifications~=2024.10.1
httpx~=0.27.2
async-lru~=2.0.4
kiwisolver~=1.4.7
Send2Trash~=1.8.3
jupyter-lsp~=2.2.5
jupyter-events~=0.10.0
python-json-logger~=2.0.7
prometheus_client~=0.21.0
jupyter_server_terminals~=0.5.3
json5~=0.9.25
requests~=2.32.3

1931
src/Oliver/main.ipynb Normal file
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