rapids/config.yaml

93 lines
4.4 KiB
YAML

# Valid database table names
SENSORS: [applications_crashes, applications_foreground, applications_notifications, battery, bluetooth, calls, fitbit_data, locations, messages, plugin_ambient_noise, plugin_device_usage, plugin_google_activity_recognition, screen]
FITBIT_TABLE: [fitbit_data]
FITBIT_SENSORS: [heartrate, steps, sleep]
# Participants to include in the analysis
# You must create a file for each participant
# named pXXX containing their device_id
PIDS: [p01, p02]
# Global var with common day segments
DAY_SEGMENTS: &day_segments
[daily, morning, afternoon, evening, night]
# Global timezone
# Use codes from https://en.wikipedia.org/wiki/List_of_tz_database_time_zones
# Double check your code, for example EST is not US Eastern Time.
TIMEZONE: &timezone
America/New_York
# Download data config
DOWNLOAD_DATASET:
GROUP: AAPECS
# Readable datetime config
READABLE_DATETIME:
FIXED_TIMEZONE: *timezone
# Communication SMS features config, TYPES and METRICS keys need to match
SMS:
TYPES : [received, sent]
METRICS:
received: [count, distinctcontacts, timefirstsms, timelastsms, countmostfrequentcontact]
sent: [count, distinctcontacts, timefirstsms, timelastsms, countmostfrequentcontact]
DAY_SEGMENTS: *day_segments
# Communication call features config, TYPES and METRICS keys need to match
CALLS:
TYPES: [missed, incoming, outgoing]
METRICS:
missed: [count, distinctcontacts, timefirstcall, timelastcall, countmostfrequentcontact]
incoming: [count, distinctcontacts, meanduration, sumduration, minduration, maxduration, stdduration, modeduration, hubermduration, varqnduration, entropyduration, timefirstcall, timelastcall, countmostfrequentcontact]
outgoing: [count, distinctcontacts, meanduration, sumduration, minduration, maxduration, stdduration, modeduration, hubermduration, varqnduration, entropyduration, timefirstcall, timelastcall, countmostfrequentcontact]
DAY_SEGMENTS: *day_segments
APPLICATION_GENRES:
CATALOGUE_SOURCE: FILE # FILE (genres are read from CATALOGUE_FILE) or GOOGLE (genres are scrapped from the Play Store)
CATALOGUE_FILE: "data/external/stachl_application_genre_catalogue.csv"
UPDATE_CATALOGUE_FILE: false # if CATALOGUE_SOURCE is equal to FILE, whether or not to update CATALOGUE_FILE, if CATALOGUE_SOURCE is equal to GOOGLE all scraped genres will be saved to CATALOGUE_FILE
SCRAPE_MISSING_GENRES: false # whether or not to scrape missing genres, only effective if CATALOGUE_SOURCE is equal to FILE. If CATALOGUE_SOURCE is equal to GOOGLE, all genres are scraped anyway
PHONE_VALID_SENSED_DAYS:
BIN_SIZE: 5 # (in minutes)
MIN_VALID_HOURS: 20 # (out of 24)
MIN_BINS_PER_HOUR: 8 # (out of 60min/BIN_SIZE bins)
RESAMPLE_FUSED_LOCATION:
CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold
TIME_SINCE_VALID_LOCATION: 12 # hours, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row
TIMEZONE: *timezone
BARNETT_LOCATION:
LOCATIONS_TO_USE: ALL # ALL_EXCEPT_FUSED, RESAMPLE_FUSED
ACCURACY_LIMIT: 51 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius
TIMEZONE: *timezone
BLUETOOTH:
DAY_SEGMENTS: *day_segments
METRICS: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
GOOGLE_ACTIVITY_RECOGNITION:
DAY_SEGMENTS: *day_segments
METRICS: ['count','most_common_activity','number_unique_activities','activity_change_count']
BATTERY:
DAY_SEGMENTS: *day_segments
METRICS: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"]
SCREEN:
DAY_SEGMENTS: *day_segments
METRICS_EVENTS: ["counton", "countunlock", "unlocksperminute"]
METRICS_DELTAS: ["sumduration", "maxduration", "minduration", "avgduration", "stdduration"]
EPISODES: ["unlock"]
LIGHT:
DAY_SEGMENTS: *day_segments
METRICS: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
ACCELEROMETER:
DAY_SEGMENTS: *day_segments
METRICS: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude", "ratioexertionalactivityepisodes", "sumexertionalactivityepisodes", "longestexertionalactivityepisode", "longestnonexertionalactivityepisode", "countexertionalactivityepisodes", "countnonexertionalactivityepisodes"]