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stress_at_work_analysis
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155 Commits (screen_sequences)

Author SHA1 Message Date
Primoz 0a98bab78d Ignore existing data. 2023-02-10 11:04:46 +01:00
Ivan Kobe 47ecd4bc02 partially resolved the grouping issue 2021-09-22 16:34:33 +02:00
Ivan Kobe 53df652d02 implemented time_screen_sequence 2021-09-13 11:47:19 +02:00
Ivan Kobe cf7e692927 defined func identify_screen_sequences 2021-09-10 16:47:37 +02:00
junos e2e268148d Fill in 0.5 for undefined ratio. 
When there are no calls and no smses (of a particular type), the ratio is undefined. But since their number is the same, I argue that the ratio can represent that with a 0.5, similarly to the case where no_calls_all = no_sms_all != 0.
 2021-08-21 17:33:31 +02:00
junos 00015a3b8d Fill in zeroes when joining or unstacking. 
If there are no calls or smses for a particular day, there is no corresponding row in the features dataframe. When joining these, however, NaNs were introduced. Since a value of 0 is meaningful for all of these features, replace NaNs with 0's.
 2021-08-21 17:31:15 +02:00
junos 9a319ac6e5 Add an option to group on other than just participant_id. 2021-08-20 17:41:12 +02:00
junos 777e6f0a58 calls_sms_features() now returns all communication features. 2021-08-18 15:41:47 +02:00
junos 2d78aacd18 Compile a list of contact features and add a test. 2021-08-18 15:35:42 +02:00
junos c88336481e Add a test for SMS features. 2021-08-18 15:28:46 +02:00
junos 1bc996413e Clarify names for no_all calls/sms feature. 
Add another test.
 2021-08-18 15:23:30 +02:00
junos a2a44c202a Calculate common features outside if...else. 2021-08-18 10:54:54 +02:00
junos 4740e94d37 Fix a bug introduced in e7fe4e8398 . 2021-08-18 10:51:48 +02:00
junos b1ad8d1309 List calls features. 2021-08-17 16:27:34 +02:00
junos bb75abcb9b Add tests for proximity. 2021-08-17 16:07:52 +02:00
junos e7fe4e8398 Simplify merge into join. 2021-08-17 13:53:19 +02:00
Junos Lukan cf28aa547a Merge branch 'communication' into 'master' 
separated features

See merge request junoslukan/straw2analysis!2
 2021-08-17 11:42:03 +00:00
junos d6f36ec8f8 [WIP] Finish the class by assigning columns and validating model. 2021-08-13 17:41:04 +02:00
junos b06ec6e1ae [WIP] Methods to get the labels and data plus aggregate them. 2021-08-12 19:07:14 +02:00
junos 622477f19f [WIP] Start merging steps into a class for a pipeline. 2021-08-12 17:38:08 +02:00
junos 577a874288 Add an example for linear regression. 2021-08-12 16:54:00 +02:00
junos c8bb481508 Add a parameter for grouping. 2021-08-12 15:07:20 +02:00
junos 98f1df81c6 Use the same function for ESM and other data. 2021-08-11 17:26:44 +02:00
junos ad85f79bc5 Move datetime calculation to a separate function. 2021-08-11 17:19:14 +02:00
junos 070cfdba80 Start machine learning pipeline example. 
Select data and labels.
 2021-08-11 16:42:30 +02:00
junos c6d0e4391e Add a couple of proximity features. 2021-08-11 16:40:19 +02:00
junos af65d0864f Add a simple function for recoding proximity. 2021-08-11 15:04:27 +02:00
junos a2180aee54 Fix assignment to use loc. 
For assigning a value to selected rows (a subset), regular slicing using [] produces a KeyError.
 2021-08-11 14:53:59 +02:00
Ivan Kobe 74b4f9ddbe separated features 2021-08-10 12:59:47 +02:00
junos a06ad0800f Explore missing application categories. 2021-08-09 16:02:23 +02:00
junos 06e1fe7410 Merge remote-tracking branch 'origin/communication' into communication 2021-08-06 18:53:57 +02:00
junos 02f2607be9 Fix formatting and typos. 2021-08-06 18:53:39 +02:00
junos cca5a29483 Rename features and add one for missed calls. 2021-08-06 18:53:39 +02:00
junos e3d735163f Add demonstrations of new functions. 2021-08-06 18:53:39 +02:00
Ivan Kobe 1b53865f0a deleted prototyping notebooks 2021-08-06 18:53:39 +02:00
Ivan Kobe 4ac5f37c19 additional communication features 2021-08-06 18:53:39 +02:00
junos 2fc80a34e7 Fix formatting and typos. 2021-08-06 18:53:18 +02:00
junos fbd9c2fc32 Rename features and add one for missed calls. 2021-08-06 18:51:13 +02:00
Junos Lukan d8899fa75b Merge branch 'communication' into 'master' 
Communication

See merge request junoslukan/straw2analysis!1
 2021-08-06 16:44:39 +00:00
Ivan Kobe 62af04fe09 Communication 2021-08-06 16:44:39 +00:00
junos 33ebf9caea Add demonstrations of new functions. 2021-08-06 18:38:21 +02:00
junos 40293c4752 Further reduce figure height and increase font size. 2021-08-04 18:05:52 +02:00
junos 9e87b1f176 Add an option to print figures and set font sizes. 2021-08-04 17:41:09 +02:00
Ivan Kobe 4a2ca581b3 deleted prototyping notebooks 2021-08-04 13:46:44 +02:00
Ivan Kobe d98b673824 additional communication features 2021-08-04 13:45:54 +02:00
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