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stress_at_work_analysis
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104 Commits (master)

Author SHA1 Message Date
junos 1bdb334c42 Fix formatting. 2021-07-27 20:57:21 +02:00
junos b99136a181 Document individual functions for event extraction. 2021-07-27 20:56:27 +02:00
junos 9bd42afa02 Simplify pivoting a table and fix other mistakes. 2021-07-27 20:41:13 +02:00
junos 0f5af21f71 Detect whether event was work related. 2021-07-27 19:53:44 +02:00
junos c4f7b6459d Extract event duration. 2021-07-27 19:47:54 +02:00
junos 19cddaa634 Convert event time to datetime. 2021-07-27 18:43:31 +02:00
junos 763b970a42 Detect stressful events and rename their stressfulness. 2021-07-27 18:30:05 +02:00
junos 3c12a6e74a Start extracting event features. 
Calculate threat and challenge means.
 2021-07-27 18:25:05 +02:00
junos d3f42ea402 Start exploring proximity. 2021-07-26 11:37:31 +02:00
junos 67e2d233b0 Start exploring light data. 2021-07-23 16:42:16 +02:00
junos 7de4beca6e Add a method for getting the light sensor data. 2021-07-23 16:19:56 +02:00
junos 7aeb40d674 Fix formatting. 2021-07-22 15:47:42 +02:00
junos 78d6e020ae [WIP] Outline screen feature calculation in TODOs. 2021-07-22 15:19:15 +02:00
junos 8bf21ab272 Explore JCQ demand and control. 2021-07-05 18:32:35 +02:00
junos e2808422db Implement a method to recode JCQ answers. 2021-07-05 18:24:22 +02:00
junos 459f7a2c72 Add a file for JCQ and dictionary of reversed items. 2021-07-05 16:15:00 +02:00
junos 48d7be780c Fix formatting. 2021-07-04 14:34:57 +02:00
junos 92a5787d62 Only convert some answers to numeric. 2021-07-04 14:34:13 +02:00
junos b8301ca458 Small corrections. 2021-07-03 18:45:46 +02:00
junos a6d8f70e7f Add date part of datetime when preprocessing. 2021-07-03 16:39:32 +02:00
junos e0da6757ec Clean up ESM by eliminating non-answers. 
Convert radio string answer to numeric.
 2021-07-03 16:34:11 +02:00
junos 74392f229a Start exploring PANAS data. 
Add a function to clean up ESM data.
 2021-07-02 16:33:48 +02:00
junos c29c7b19f2 Rename ESM exploration. 2021-07-02 16:05:36 +02:00
junos 7a12f68dfe Fix a bug where evening EMAs where also reclassified as daytime. 2021-06-11 20:17:17 +02:00
junos 294d4a2b49 Add a function to correct the morning questionnaires into daytime. 2021-06-11 16:44:33 +02:00
junos a3417c182a Add a function to determine EMA session time. 2021-06-11 16:34:09 +02:00
junos f48e5469e0 Finish labelling EMA sessions and document classify_sessions_adherence function. 2021-06-11 14:50:14 +02:00
junos 371e755159 Identify unique sessions and assign status. 
Use CONSTANT variables for these statuses.
 2021-06-11 13:50:24 +02:00
junos 04c069af47 Take the evening EMA time question into account as non-answered session. 2021-06-09 17:29:42 +02:00
junos c96307b430 [WIP] Prepare functions to remember implementing them. 2021-06-08 16:50:07 +02:00
junos 7177c8429f [WIP] Start calculating concordance. 
Note, workday and morning EMAs have not been properly dealt with, but assumed answered.
 2021-06-08 16:07:39 +02:00
junos d5cd76f05a [WIP] Prepare a function to classify adherence and illustrate steps in Jupyter Notebook. 2021-06-07 19:33:44 +02:00
junos 224dedaced Document the preprocess_esm function. 2021-06-07 16:50:46 +02:00
junos 2da9a8f9e3 Study session ID in depth. 2021-06-02 18:35:00 +02:00
junos a941b94d6c Expand ESM_JSON column and add esm example data. 2021-06-01 17:57:08 +02:00
junos 5cb527986b Look at the ESM data and test JSON expansion. 2021-06-01 12:10:42 +02:00
junos 0199b4f0f2 Add a method to transform ESM data and the test. 2021-05-27 18:10:34 +02:00
junos eebb10504e Add more SMS features. 
Add a test case for messages and a separate test.
 2021-05-07 15:48:17 +02:00
junos 6e9c13d5d8 Add more call features. 
The total duration of calls and maximum duration by type.
The number of all calls and ratio of incoming and outgoing calls.
 2021-05-07 15:18:56 +02:00
junos 81080f7504 Use Collection from collections.abc instead of typing.List. 2021-05-07 12:44:34 +02:00
junos 10bdc8aa1d Add SMS data exploration and use Jupytext to save JupyterNotebooks as py scripts. 2021-05-07 12:10:46 +02:00
junos db66d2201b Get screen data and look at counts of events. 2021-05-04 17:45:48 +02:00
junos f37e8dc0eb Add a plot of most frequent contacts. 2021-05-04 17:23:52 +02:00
junos 9301d9ec7f Enumerate contacts by grouping by participant ID first. 
Previously, enumeration worked for only one participant.
 2021-04-09 16:01:53 +02:00
junos 66b36faedc Add Seaborn and cleanup. 2021-04-09 15:33:52 +02:00
junos b7b60294ba Add a (useless?) test for features.communication.count_comms. 
Formatting.
 2021-04-06 17:12:36 +02:00
junos 414b30b7e1 Remove missing call duration and document. 2021-04-06 16:54:08 +02:00
junos 9b495e63a3 Add a function to get sms data and illustrate in Jupyter notebook. 2021-04-06 16:50:40 +02:00
junos ab2dbf7a02 Add a function to count calls and their duration and SMSes by type. 2021-04-06 16:23:19 +02:00
junos d218bb1d7c Document communication functions. 2021-04-06 14:32:18 +02:00
junos 9e16d329dd Improve formatting. 2021-04-06 11:48:37 +02:00
junos 29b664c41b Add a method to enumerate contacts and a method to test this with call data. 2021-02-02 16:20:46 +01:00
junos dfb4236769 Add a method to enumerate contacts and appropriate tests. 2021-02-01 18:24:24 +01:00
junos b2d93e0686 Add a method to get Calls data. 
Add a test for this.
 2021-01-05 17:00:45 +01:00