5bad3eb8b5
Data cleaning ( #166 )
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* Refactor data cleaning module: move it from example workflow to main directory
* Replace NAs with 0 in selected event-based features
* Add one step to drop highly correlated features
Co-authored-by: Weiyu <weiyuhuang7@gmail.com>
2021-11-19 10:34:36 -05:00
296960f425
Fix the bug of location doryab features when a participant is moving during the whole time segment
2021-11-18 18:42:19 -05:00
3d34036eae
Add firststeptime and laststeptime features to FITBIT_STEPS_INTRADAY RAPIDS provider ( #168 )
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* Add firststeptime and laststeptime features to FITBIT_STEPS_INTRADAY RAPIDS provider
* Update test config files
2021-11-18 18:35:27 -05:00
f340b89c58
Temporary revert PHONE_LOCATIONS BARNETT provider to use R script
2021-09-23 18:16:13 -04:00
a3fb718aea
Refactor PHONE_LOCATIONS DORYAB provider to compute features based on location episodes
2021-09-23 17:40:06 -04:00
a8a178486b
Refactor PHONE_CALLS RAPIDS provider to compute features based on call episodes or events
2021-09-15 10:28:37 -04:00
2e553dc9e7
Add tqdm package to environment.yaml
2021-08-16 11:04:03 -04:00
3ac12e7dad
Fix the bug of step intraday features when INCLUDE_ZERO_STEP_ROWS is False
2021-08-11 12:40:40 -04:00
35eebe8a51
Bug fixed: set ratiovalidyielded mins/hours value to the range 0 to 1
2021-08-09 17:56:29 -04:00
3e69966c91
Update error message
2021-08-04 15:33:02 -04:00
4ddb2845a6
Update initialize_params
2021-08-04 15:33:02 -04:00
834bd3b93d
Refactor in Python of Barnett provider
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Co-authored-by: Shirley Hayati <sahayati@ucdavis.edu>
Co-authored-by: JulioV <JulioV@users.noreply.github.com>
2021-08-04 15:33:02 -04:00
7f1c502ea0
Fixed bug: Added local_segment column if no data left after filtered
2021-08-04 11:06:31 -04:00
b52059b027
Ensure date/time format is maintained
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Within the 'determine which is home' for loop, 'xx' is the midpoint of two datetime objects. When the midpoint is calculated to be midnight, only the date is returned. This can be replicated with:
mydates <- as.POSIXct("2018-01-01 00:00:00", tz = "UTC")
mydates
[1] "2018-01-01 UTC"
This results in 'hourofday' being NA as an hour cannot be found. By adding the suggested format wrapper, the time is maintained and 'hourofday' can be determined. It can then successfully be applied to the embedded if-statement within the loop.
mydates <- format(as.POSIXct("2018-01-01 00:00:00", tz = "UTC"), "%Y-%m-%d %H:%M:%S")
mydates
[1] "01-01-2018 00:00:00"
2021-07-23 10:12:11 -04:00
5a465873c4
Tested fitbit heartrate intraday feature
2021-07-21 10:24:02 -04:00
6fa1875bf3
Add app foreground episode count
2021-07-01 16:20:16 -04:00
bc5c0c9a4f
Fix app episode length bug
2021-07-01 16:20:16 -04:00
065a926a87
Change own to custom categories name
2021-07-01 16:20:16 -04:00
e74c745f86
Add own categories to app foreground features
2021-07-01 16:20:16 -04:00
1c57320ab3
Update segment labels and fix the bug when we do not have any labels for event segments
2021-06-29 09:49:24 -04:00
3e4d167adc
Bug fixed: sort bt_address alphabetically before picking the most frequent bt_address
2021-06-22 17:40:00 -04:00
4b8698a4c6
adding app_episode with the changes as mentioned in the comments
2021-06-10 14:17:56 -04:00
65d5cb7bd4
Bug fixed: countscansmostuniquedevice stays the same for all time segments
2021-06-10 10:49:22 -04:00
9687081fbe
Refactor the rule phone_locations_add_doryab_extra_columns
2021-05-28 09:48:36 -04:00
0d6f51be8b
Refactor location features from Doryab provider & add a new strategy to infer home location & fix bugs
2021-05-26 17:36:52 -04:00
9b21196f35
Fixed `expected_minutes` to account for different time segments. ( #136 )
2021-05-26 11:44:48 -04:00
5e451f99b0
Added phone keyboard features including docs/tests ( #134 )
2021-05-21 11:45:27 -04:00
e9cd9c94d7
Fix PID matching when joining data from participants
2021-05-11 16:49:04 -04:00
809845143f
Test & fix bugs of sleep intraday features
2021-04-27 14:40:14 -04:00
7c7f34ec45
Test & fix bugs of sleep summary features
2021-04-27 14:40:14 -04:00
66d9a9d640
Update params & docs of sleep features
2021-04-27 14:33:19 -04:00
9c56422529
Add calories intraday features
2021-04-20 12:00:38 -04:00
00a3335623
Add device_id column for sleep intraday episodes
2021-04-08 11:21:28 -04:00
8909876cff
Add local_segment column for phone data yield features
2021-04-05 21:13:36 +00:00
68125dc1bf
Fix the bug of phone data yield features when the input is empty
2021-04-05 20:57:05 +00:00
636b64c61a
Revert "Added more keyboard features."
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This reverts commit 94c72e3172
2021-04-05 11:25:00 -04:00
68e12a2563
Fix bugs of bluetooth feature extraction when number of unique bt_address is 2
2021-04-05 14:09:50 +00:00
8414977331
Fix the bug of utils.py when one participant have multi timezones
2021-04-03 21:20:10 -04:00
94c72e3172
Added more keyboard features.
2021-04-01 20:54:13 -04:00
1ea5b74eff
Fix the bug of utils.py when one participant have multi timezones
2021-03-31 19:34:14 -04:00
c48c1c8f24
Optimize Barnett's computation multi-day segments
2021-03-28 15:29:07 -04:00
d0858f8833
Fix overlapping periodic time segments
2021-03-28 15:29:07 -04:00
cfc5039918
Fixed the empty dataframe case in infer_home_locations.py and added array condition in doryab location
2021-03-19 11:15:57 -04:00
294d84277d
Fix bug of sleep intraday PRICE provider when the dataframe of a segment is empty
2021-03-17 15:21:31 -04:00
4c2f60fffd
Fix bugs in readable datetime and screen episodes
2021-03-16 20:01:43 -04:00
4528ab3641
Replace SRC LANGUAGE and FOLDER with SCRIPT
2021-03-14 22:14:13 -04:00
d529490999
Migrate fitbit features to new data stream
2021-03-12 12:38:36 -05:00
f65e3c8b1a
Migrate empatica sensors to new data stream
2021-03-11 14:35:34 -05:00
fb054b539f
Add support for multiple time zones
2021-03-11 14:35:34 -05:00
aac87311e8
Update socialjetlag feature of sleep intraday: replace bedtime with midpoint sleep
2021-03-04 15:49:25 -05:00
Meng Li
JulioV
Weiyu
Shirley
Hannah Roberts
kirtirajk
Nikunj Goel