e2e268148d
Fill in 0.5 for undefined ratio.
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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.
1 year ago
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.
1 year ago
9a319ac6e5
Add an option to group on other than just participant_id.
1 year ago
777e6f0a58
calls_sms_features() now returns all communication features.
1 year ago
2d78aacd18
Compile a list of contact features and add a test.
1 year ago
c88336481e
Add a test for SMS features.
1 year ago
1bc996413e
Clarify names for no_all calls/sms feature.
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Add another test.
1 year ago
a2a44c202a
Calculate common features outside if...else.
1 year ago
4740e94d37
Fix a bug introduced in e7fe4e8398 .
1 year ago
b1ad8d1309
List calls features.
1 year ago
bb75abcb9b
Add tests for proximity.
1 year ago
e7fe4e8398
Simplify merge into join.
1 year ago
cf28aa547a
Merge branch 'communication' into 'master'
...
separated features
See merge request junoslukan/straw2analysis!2
1 year ago
d6f36ec8f8
[WIP] Finish the class by assigning columns and validating model.
1 year ago
b06ec6e1ae
[WIP] Methods to get the labels and data plus aggregate them.
1 year ago
622477f19f
[WIP] Start merging steps into a class for a pipeline.
1 year ago
577a874288
Add an example for linear regression.
1 year ago
c8bb481508
Add a parameter for grouping.
1 year ago
98f1df81c6
Use the same function for ESM and other data.
1 year ago
ad85f79bc5
Move datetime calculation to a separate function.
1 year ago
070cfdba80
Start machine learning pipeline example.
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Select data and labels.
1 year ago
c6d0e4391e
Add a couple of proximity features.
1 year ago
af65d0864f
Add a simple function for recoding proximity.
1 year ago
a2180aee54
Fix assignment to use loc.
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For assigning a value to selected rows (a subset), regular slicing using [] produces a KeyError.
1 year ago
74b4f9ddbe
separated features
1 year ago
a06ad0800f
Explore missing application categories.
1 year ago
06e1fe7410
Merge remote-tracking branch 'origin/communication' into communication
1 year ago
02f2607be9
Fix formatting and typos.
1 year ago
cca5a29483
Rename features and add one for missed calls.
1 year ago
e3d735163f
Add demonstrations of new functions.
1 year ago
1b53865f0a
deleted prototyping notebooks
1 year ago
4ac5f37c19
additional communication features
1 year ago
2fc80a34e7
Fix formatting and typos.
1 year ago
fbd9c2fc32
Rename features and add one for missed calls.
1 year ago
d8899fa75b
Merge branch 'communication' into 'master'
...
Communication
See merge request junoslukan/straw2analysis!1
1 year ago
62af04fe09
Communication
1 year ago
33ebf9caea
Add demonstrations of new functions.
1 year ago
40293c4752
Further reduce figure height and increase font size.
1 year ago
9e87b1f176
Add an option to print figures and set font sizes.
1 year ago
4a2ca581b3
deleted prototyping notebooks
1 year ago
d98b673824
additional communication features
1 year ago
1bdb334c42
Fix formatting.
1 year ago
b99136a181
Document individual functions for event extraction.
1 year ago
9bd42afa02
Simplify pivoting a table and fix other mistakes.
1 year ago
0f5af21f71
Detect whether event was work related.
1 year ago
c4f7b6459d
Extract event duration.
1 year ago
19cddaa634
Convert event time to datetime.
1 year ago
763b970a42
Detect stressful events and rename their stressfulness.
1 year ago
3c12a6e74a
Start extracting event features.
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Calculate threat and challenge means.
1 year ago
28e9db15f5
Add assertions for fields which are referenced in other functions.
1 year ago
junos
Ivan Kobe