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91 Commits (7f6448c43183445be7f29dfc35200c2a91a8c0ea)

Author SHA1 Message Date
Meng Li 915bdd04b1 Parse Fitbit summary and intraday data; Extract Fitbit daily features from summary data 2020-05-15 17:51:00 -04:00
JulioV f0674122ff Replace packrat with renv 2020-05-01 19:46:04 -04:00
Meng Li 2720b24c0a Make screen_features.py script compatible with both Pandas 0.25.2 and 1.0.3. 2020-04-30 10:49:49 -04:00
JulioV 5a2049f533 Replace NAs with 0 for bluetooth countscansmostuniquedevice 2020-04-27 21:55:23 +00:00
Meng Li 3314040912 Consider "walking" for AR mobile episodes 2020-04-20 18:09:05 -04:00
Meng Li 490599c742 Implement AR features for iOS 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-20 18:05:54 -04:00
Meng Li eac721de84 Add demographic_features and targets module; refactor analysis code 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-16 12:38:28 -04:00
JulioV 010114c1aa Add wifi features 2020-04-13 13:24:52 -04:00
Mingze Cao 8cc93c8791 Refactor battery feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-09 15:06:25 -05:00
Mingze Cao 2d7d3bfccf Refactor location_barnett features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-09 12:20:39 -05:00
JulioV 5d68b5052c Fix bug where no deltas where created for Android 2020-04-09 12:07:35 -04:00
Mingze Cao c2fbc3ad7a Refactor sms feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 15:02:58 -05:00
Mingze Cao 97c83caebc Refactor fitbit_heartrate feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 14:31:43 -05:00
Mingze Cao a53ba242f8 Refactor google_activity_recognition feature: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 13:36:36 -05:00
Mingze Cao 0809001dfa Refactor light features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 13:02:53 -05:00
Mingze Cao f46e8c0666 Refactor applications_foreground features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 12:31:43 -05:00
Mingze Cao d1c38016de Refactor call features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 10:51:18 -05:00
Mingze Cao e0d19cbc1b Refactor screen features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-08 10:05:16 -05:00
Meng Li 8d4a0718e8 Fix bug of Barnett's location features 2020-04-07 11:22:04 -04:00
Mingze Cao 3986f4e185 Refactor fitbit_step features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-03 16:03:45 -05:00
Mingze Cao 595bdd6f5b Refactor bluetooth features: replace "metrics" with "features" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-03 12:07:09 -05:00
Mingze Cao 106f552442 replace "metrics" with "features" of the accelerometer 2020-04-02 16:40:40 -05:00
Mingze Cao 6045df494d Modify the Accelerometer ‘Metrics’ to Accelerometer ‘Features’ 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-02 16:36:28 -05:00
Mingze Cao 7d770c91f3 Add sumdurationsedentarybout of the fitbit_step sensor 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-04-02 13:36:54 -05:00
Meng Li 1ce76a5380 Refactor light features 2020-04-01 18:29:53 -04:00
JulioV 09753905f2 Refactor SMS features 2020-03-31 13:33:03 -04:00
JulioV c4d9702a5c Add location_barnett prefix to location features 2020-03-12 13:18:36 -04:00
Meng Li c6ff0346f4 Fix bug of screen_metrics.py when df is empty 2020-03-12 11:26:42 -04:00
JulioV 23085aac2a Replace NA with 0 in most frequent contact SMS metric 2020-03-12 11:22:31 -04:00
JulioV ed5d938316 Replace NA with 0 in most frequent contact call metric 2020-03-12 11:18:32 -04:00
Meng Li 9069cffa0e Fix encoding error for apps features 2020-03-11 16:48:37 -04:00
Meng Li b23bb0e402 Add INCLUDE_ZERO_STEP_ROWS flag for step sensor 2020-03-09 15:59:51 -04:00
Meng Li 1c413838ad Replace NA with 0 for count features of apps sensor 2020-03-09 14:04:51 -04:00
Meng Li e106bb3190 Do not fill NA with 0 for light metrics 2020-03-09 13:57:09 -04:00
Meng Li 490ff43fbf Replace [] with 0 for mostcommonactivity of GAR sensor 2020-03-09 13:54:28 -04:00
Meng Li 2ea599e262 Replace NA with 0 for heart rate zone features 2020-03-05 16:49:06 -05:00
JulioV dba2664ae5
Fix bug where location_barnett_metrics wouldn't include local_date 2020-03-05 14:48:48 -05:00
Meng Li c8b7275084 Add firstuseafterTIME feature for screen sensor 2020-03-04 12:21:36 -05:00
Meng Li 85f4ec2ab6 Delete screen event features and add countepisode and episodepersensedminutes 2020-03-03 17:31:15 -05:00
JulioV 2c856f1cfc Fix condition to require at least 2 rows to compute screen metrics 2020-03-03 12:20:36 -05:00
JulioV f4367806f3 Fix screen deltas to keep only consecutive UNLOCK/OFF pairs 2020-03-03 12:09:18 -05:00
JulioV 619a6e6e2b Fix screen delta extraction for iOS and Android 2020-03-02 19:26:20 -05:00
JulioV f22d1834ee Add metric filter to barnett location features 2020-02-21 10:58:35 -05:00
Meng d6f2e2d7a3 Fixed mode issue of heartrate features 2020-02-07 13:22:47 -05:00
Meng Li 0840235280 Add applications_foreground features 2020-02-07 11:52:55 -05:00
Meng Li 770764ec8a Add heartrate features 2020-02-07 11:35:15 -05:00
Echhit Joshi d82fa0d217 Add Fitbit steps feature extraction 2020-01-29 16:22:53 -05:00
Echhit Joshi db2f3dc50f Fixed 2 Issues: Feature Names, Implementation of metrics in Config File 2020-01-17 11:39:30 -05:00
Meng Li ad514b5d40 Add accelerometer features 2020-01-15 14:15:24 -05:00
Meng Li 2b4e29ce6e Add light features 2020-01-14 09:51:39 -05:00