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146 Commits (eac721de84b8f0433713db3b97b38abdffe8e62f)

Author SHA1 Message Date
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
Meng Li 695984586f Add calories module for fitbit_readable_datetime.py 2020-04-15 16:01:02 -04:00
Mingze Cao 8671f8db68 Modified condition to extract feature "heartrate_zones" 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-04-15 09:26:16 -05:00
JulioV cdd10578b3 Ignore NA values for dropping zero variance columns 2020-04-13 16:59:33 -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 fa67359b5f Fix return in iOS battery deltas 2020-04-09 12:13:00 -04:00
JulioV e2b2643ba9 Fix bug that unified battery status for iOS client v2 2020-04-09 12:10:03 -04:00
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
JulioV 9d27431e3b Speed up raw csv reads and writes in R 2020-04-02 16:28:19 -04:00
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
Meng Li ac9fb487a6 Fix bug of select_days_to_analyse.py 2020-03-31 14:51:08 -04:00
JulioV 09753905f2 Refactor SMS features 2020-03-31 13:33:03 -04:00
Meng Li ea46df63d5 Get targets 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-03-26 17:27:23 -04:00
Meng Li ac758e3776 Reduce the plot size by excluding plotlyjs 2020-03-23 18:24:19 -04:00
JulioV 0e173872df Refactor select_days_to_analyse, fix merge bugs, add clean metrics for model 2020-03-17 21:15:53 -04:00
Meng Li 7c240a9613 Select days to analyse 
Co-authored-by: JulioV <juliovhz@gmail.com>
 2020-03-17 17:26:30 -04:00
JulioV 3d4c26754e Rename merge metrics for models and add filter valid sensed days 
Co-authored-by: Meng Li <AnnieLM1996@gmail.com>
 2020-03-12 17:31:46 -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 aba9f13332 Add merge metrics module for analysis rules 2020-03-09 13:32:14 -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 c2a74b1cba Fix fitbit_readable_datetime.py to handle empty table 2020-03-05 14:39:05 -05:00
JulioV f25dd026fd Fix download_dataset.R to handle non sensor tables 2020-03-05 14:10:36 -05:00
JulioV 2548539dc4 Fix bug when application foreground list was empty 2020-03-05 13:23:21 -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