aed73bb7ed
Add fill values for communication for rows with no calls/smses.
2021-08-21 18:17:58 +02:00
0b85ee8fdc
Merge branch 'master' into ml_pipeline
2021-08-21 17:37:45 +02:00
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.
2021-08-21 17:33:31 +02:00
00015a3b8d
Fill in zeroes when joining or unstacking.
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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
d6337e82ac
Merge branch 'master' into ml_pipeline
2021-08-20 17:43:53 +02:00
9a319ac6e5
Add an option to group on other than just participant_id.
2021-08-20 17:41:12 +02:00
93f136b080
Add a method to get communication features.
2021-08-19 17:32:02 +02:00
777e6f0a58
calls_sms_features() now returns all communication features.
2021-08-18 15:41:47 +02:00
2d78aacd18
Compile a list of contact features and add a test.
2021-08-18 15:35:42 +02:00
c88336481e
Add a test for SMS features.
2021-08-18 15:28:46 +02:00
1bc996413e
Clarify names for no_all calls/sms feature.
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Add another test.
2021-08-18 15:23:30 +02:00
a2a44c202a
Calculate common features outside if...else.
2021-08-18 10:54:54 +02:00
4740e94d37
Fix a bug introduced in e7fe4e8398 .
2021-08-18 10:51:48 +02:00
b1ad8d1309
List calls features.
2021-08-17 16:27:34 +02:00
e7fe4e8398
Simplify merge into join.
2021-08-17 13:53:19 +02:00
74b4f9ddbe
separated features
2021-08-10 12:59:47 +02:00
02f2607be9
Fix formatting and typos.
2021-08-06 18:53:39 +02:00
cca5a29483
Rename features and add one for missed calls.
2021-08-06 18:53:39 +02:00
62af04fe09
Communication
2021-08-06 16:44:39 +00:00
b8301ca458
Small corrections.
2021-07-03 18:45:46 +02:00
eebb10504e
Add more SMS features.
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Add a test case for messages and a separate test.
2021-05-07 15:48:17 +02:00
6e9c13d5d8
Add more call features.
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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
81080f7504
Use Collection from collections.abc instead of typing.List.
2021-05-07 12:44:34 +02:00
f37e8dc0eb
Add a plot of most frequent contacts.
2021-05-04 17:23:52 +02:00
9301d9ec7f
Enumerate contacts by grouping by participant ID first.
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Previously, enumeration worked for only one participant.
2021-04-09 16:01:53 +02:00
66b36faedc
Add Seaborn and cleanup.
2021-04-09 15:33:52 +02:00
b7b60294ba
Add a (useless?) test for features.communication.count_comms.
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Formatting.
2021-04-06 17:12:36 +02:00
414b30b7e1
Remove missing call duration and document.
2021-04-06 16:54:08 +02:00
9b495e63a3
Add a function to get sms data and illustrate in Jupyter notebook.
2021-04-06 16:50:40 +02:00
ab2dbf7a02
Add a function to count calls and their duration and SMSes by type.
2021-04-06 16:23:19 +02:00
d218bb1d7c
Document communication functions.
2021-04-06 14:32:18 +02:00
9e16d329dd
Improve formatting.
2021-04-06 11:48:37 +02:00
29b664c41b
Add a method to enumerate contacts and a method to test this with call data.
2021-02-02 16:20:46 +01:00
dfb4236769
Add a method to enumerate contacts and appropriate tests.
2021-02-01 18:24:24 +01:00
b2d93e0686
Add a method to get Calls data.
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Add a test for this.
2021-01-05 17:00:45 +01:00
junos
Ivan Kobe