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Merge pull request #149 from carissalow/feature/own_categories 

Feature/own categories
pull/150/head
JulioV 2021-07-01 17:02:28 -04:00 committed by GitHub
parent 9593667f38 013425e36c
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3
config.yaml
View File

@ -113,6 +113,9 @@ PHONE_APPLICATIONS_FOREGROUND:
COMPUTE: False
INCLUDE_EPISODE_FEATURES: False
SINGLE_CATEGORIES: ["all", "email"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]

38
docs/developers/test-cases.md
View File

@ -10,7 +10,7 @@ The following is a list of the sensors that testing is currently available.
| Phone Accelerometer | Panda | N | N | N |
| Phone Accelerometer | RAPIDS | N | N | N |
| Phone Activity Recognition | RAPIDS | Y | Y | Y |
| Phone Applications Foreground | RAPIDS | N | N | N |
| Phone Applications Foreground | RAPIDS | Y | Y | Y |
| Phone Battery | RAPIDS | Y | Y | N |
| Phone Bluetooth | Doryab | Y | Y | Y |
| Phone Bluetooth | RAPIDS | Y | Y | Y |
@ -213,7 +213,7 @@ Checklist
Description
- The 4-day raw data is contained in `phone_light_raw.csv`
- The 4-day raw light data is contained in `phone_light_raw.csv`
- One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`)
- Two episodes locate in the same 30-min segment (`Fri 00:07:27.000` and `Fri 00:12:00.000`)
- Two episodes locate in the same daily segment (`Fri 01:00:01.000` and `Fri 03:59:59.654`)
@ -242,26 +242,30 @@ Description
## Application Foreground
- The raw application foreground data file contains data for 1 day.
- The raw application foreground data contains 7 - 9 rows of data
for each `epoch`. The records for each `epoch` contains apps that
are randomly selected from a list of apps that are from the
`MULTIPLE_CATEGORIES` and `SINGLE_CATEGORIES` (See
[testing\_config.yaml]()). There are also records in each epoch
that have apps randomly selected from a list of apps that are from
the `EXCLUDED_CATEGORIES` and `EXCLUDED_APPS`. This is to test
that these apps are actually being excluded from the calculations
of features. There are also records to test `SINGLE_APPS`
calculations.
- Since application foreground is only available for Android there
is only one file that contains data for Android. All other files
(i.e. for iPhone) are empty data files.
- The 4-day raw application data is contained in `phone_applications_foreground_raw.csv`
- One episode for each daily segment (night, morning, afternoon and evening)
- Two episodes locate in the same 30-min segment (`Fri 10:12:56.385` and `Fri 10:18:48.895`)
- Two episodes locate in the same daily segment (`Fri 11:57:56.385` and `Fri 12:02:56.385`)
- One episode before the time switch (`Sun 00:07:48.001`) and one episode after the time switch (`Sun 05:10:30.001`)
- Two custom category (`Dating`) episode, one at `Fri 06:05:10.385`, another one at ` Fri 11:53:00.385`
Checklist:
|time segment| single tz | multi tz|platform|
|-|-|-|-|
|30min|OK|OK|Android|
|morning|OK|OK|Android|
|daily|OK|OK|Android|
|threeday|OK|OK|Android|
|weekend|OK|OK|Android|
|beforeMarchEvent|OK|OK|Android|
|beforeNovemberEvent|OK|OK|Android|
## Activity Recognition
Description
- The 4-day raw conversation data is contained in `plugin_google_activity_recognition_raw.csv` and `plugin_ios_activity_recognition_raw.csv`.
- The 4-day raw activity data is contained in `plugin_google_activity_recognition_raw.csv` and `plugin_ios_activity_recognition_raw.csv`.
- Two episodes locate in the same 30-min segment (`Fri 04:01:54` and `Fri 04:13:52`)
- One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`)
- Two episodes locate in the same daily segment (`Fri 05:03:09` and `Fri 05:50:36`)

3
docs/features/phone-applications-foreground.md
View File

@ -36,6 +36,7 @@ Parameters description for `[PHONE_APPLICATIONS_FOREGROUND][PROVIDERS][RAPIDS]`:
|`[INCLUDE_EPISODE_FEATURES]`| Set to `True` to extract application episode features as well from the `RAPIDS` provider|
|`[FEATURES]` | Features to be computed, see table below
|`[SINGLE_CATEGORIES]` | An array of app categories to be *included* in the feature extraction computation. The special keyword `all` represents a category with all the apps from each participant. By default we use the category catalogue pointed by `[APPLICATION_CATEGORIES][CATALOGUE_FILE]` (see the Sensor parameters description table above)
|`[CUSTOM_CATEGORIES]` | An array of collections representing your own app categories. They key of each element is the name of the in-house category and the value is an array of the package names (apps) included in that category.
|`[MULTIPLE_CATEGORIES]` | An array of collections representing meta-categories (a group of categories). They key of each element is the name of the `meta-category` and the value is an array of member app categories. By default we use the category catalogue pointed by `[APPLICATION_CATEGORIES][CATALOGUE_FILE]` (see the Sensor parameters description table above)
|`[SINGLE_APPS]` | An array of apps to be *included* in the feature extraction computation. Use their package name (e.g. `com.google.android.youtube`) or the reserved keyword `top1global` (the most used app by a participant over the whole monitoring study)
|`[EXCLUDED_CATEGORIES]` | An array of app categories to be *excluded* from the feature extraction computation. By default we use the category catalogue pointed by `[APPLICATION_CATEGORIES][CATALOGUE_FILE]` (see the Sensor parameters description table above)
@ -61,4 +62,6 @@ Features description for `[PHONE_APPLICATIONS_FOREGROUND][PROVIDERS][RAPIDS]`:
We provide three ways of classifying and app within a category (genre): a) by automatically scraping its official category from the Google Play Store, b) by using the catalogue created by Stachl et al. which we provide in RAPIDS (`data/external/stachl_application_genre_catalogue.csv`), or c) by manually creating a personalized catalogue. You can choose a, b or c by modifying `[APPLICATION_GENRES]` keys and values (see the Sensor parameters description table above).
We count `episodes` and `events` seperatly. Events are single logs, but episodes will span from a start to and end date time and they will be chunked across any overlapping time segments. And we also compute `top1global` seperatly. `top1global` of `episodes` might not be the same as the `top1global` of `events`.
The application episodes are calculated using the application foreground and screen unlock episode data. An application episode starts when the application is launched and ends when either, a new application is launched or the screen is locked.

2
src/data/create_participants_files.R
View File

@ -73,7 +73,7 @@ participants %>%
file_lines <-readLines("./config.yaml")
for (i in 1:length(file_lines)){
if(startsWith(file_lines[i], "PIDS:")){
file_lines[i] <- paste0("PIDS: [", paste(participants$pid, collapse = ", "), "]")
file_lines[i] <- paste0("PIDS: ['", paste(participants$pid, collapse = "', '"), "']")
}
}
writeLines(file_lines, con = "./config.yaml")

2
src/features/phone_applications_foreground/episodes/app_episodes.R
View File

@ -12,7 +12,7 @@ app <- read_csv(snakemake@input[["app"]], col_types = cols_only(timestamp = col_
if (nrow(screen_ep) > 0 & nrow(app) > 0){
joined_dt <- full_join(app, screen_ep, by = "timestamp") %>%
arrange("timestamp") %>%
arrange(timestamp) %>%
mutate(start_timestamp = timestamp, end_timestamp = lead(timestamp)) %>%
filter(!is.na(application_name)) %>%
select(-c('timestamp')) %>% head(-1) %>%

47
src/features/phone_applications_foreground/rapids/main.py
View File

@ -24,9 +24,13 @@ def compute_features(filtered_data, apps_type, requested_features, apps_features
apps_features["frequencyentropy" + apps_type] = np.nan
else:
apps_features["frequencyentropy" + apps_type] = apps_with_count.groupby("local_segment")["timestamp"].agg(entropy)
if "count" in requested_features:
apps_features["count" + apps_type] = filtered_data.groupby(["local_segment"]).count()["timestamp"]
apps_features.fillna(value={"count" + apps_type: 0}, inplace=True)
if "countevent" in requested_features:
apps_features["countevent" + apps_type] = filtered_data.groupby(["local_segment"]).count()["timestamp"]
apps_features.fillna(value={"countevent" + apps_type: 0}, inplace=True)
if "countepisode" in requested_features:
apps_features["countepisode" + apps_type] = filtered_data.groupby(["local_segment"]).count()["start_timestamp"]
apps_features.fillna(value={"countepisode" + apps_type: 0}, inplace=True)
if "minduration" in requested_features:
grouped_data = filtered_data.groupby(by = ['local_segment'])['duration'].min()
@ -55,20 +59,26 @@ def compute_features(filtered_data, apps_type, requested_features, apps_features
apps_features["sumduration" + apps_type] = np.nan
else:
apps_features["sumduration" + apps_type] = grouped_data
apps_features.index.names = ['local_segment']
return apps_features
def process_app_features(data, requested_features, time_segment, provider, filter_data_by_segment):
excluded_categories = provider["EXCLUDED_CATEGORIES"]
excluded_apps = provider["EXCLUDED_APPS"]
multiple_categories_with_genres = provider["MULTIPLE_CATEGORIES"]
single_categories = provider["SINGLE_CATEGORIES"]
multiple_categories = provider["MULTIPLE_CATEGORIES"]
multiple_categories = {}
if isinstance(provider["MULTIPLE_CATEGORIES"], dict):
for mcategory_name, mcategory_content in provider["MULTIPLE_CATEGORIES"].items():
if len(mcategory_content) > 0 and mcategory_name not in excluded_categories:
multiple_categories[mcategory_name] = mcategory_content
custom_categories = {}
if isinstance(provider["CUSTOM_CATEGORIES"], dict):
for owncategory_name, owncategory_content in provider["CUSTOM_CATEGORIES"].items():
if len(owncategory_content) > 0 and owncategory_name not in excluded_categories:
custom_categories[owncategory_name] = owncategory_content
single_apps = provider["SINGLE_APPS"]
single_categories = list(set(single_categories) - set(excluded_categories))
multiple_categories = list(multiple_categories_with_genres.keys() - set(excluded_categories))
single_apps = list(set(single_apps) - set(excluded_apps))
# exclude categories in the excluded_categories list
@ -78,7 +88,7 @@ def process_app_features(data, requested_features, time_segment, provider, filte
# exclude apps in the excluded_apps list
data = data[~data["package_name"].isin(excluded_apps)]
features = pd.DataFrame(columns=["local_segment"] + ["".join(feature) for feature in itertools.product(requested_features, single_categories + multiple_categories + single_apps)])
features = pd.DataFrame(columns=["local_segment"] + ["".join(feature) for feature in itertools.product(requested_features, single_categories + list(custom_categories.keys()) + list(multiple_categories.keys()) + single_apps)])
if not data.empty:
# deep copy the data for the top1global computation
data_global = data.copy()
@ -95,10 +105,17 @@ def process_app_features(data, requested_features, time_segment, provider, filte
else:
filtered_data = data[data["genre"].isin([sc])]
features = compute_features(filtered_data, sc, requested_features, features, time_segment)
# multiple category
for mc in multiple_categories:
filtered_data = data[data["genre"].isin(multiple_categories_with_genres[mc])]
features = compute_features(filtered_data, mc, requested_features, features, time_segment)
# own categories
for owncategory_name, owncategory_content in custom_categories.items():
filtered_data = data[data["package_name"].isin(owncategory_content)]
print(filtered_data)
# print(requested_features)
# 1/0
features = compute_features(filtered_data, owncategory_name, requested_features, features, time_segment)
# multiple categories
for mcategory_name, mcategory_content in multiple_categories.items():
filtered_data = data[data["genre"].isin(mcategory_content)]
features = compute_features(filtered_data, mcategory_name, requested_features, features, time_segment)
# single apps
for app in single_apps:
col_name = app
@ -126,9 +143,7 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se
if app_episodes_requirement:
episode_data = pd.read_csv(sensor_data_files["episode_data"])
requested_episodes_features = provider["FEATURES"]["APP_EPISODES"]
episode_data = episode_data.drop(episode_data[ (episode_data['duration'] < provider["IGNORE_EPISODES_SHORTER_THAN"]) & (episode_data['duration'] > provider["IGNORE_EPISODES_LONGER_THAN"])].index)
episode_data = episode_data.drop(episode_data[ (episode_data['duration'] < provider["IGNORE_EPISODES_SHORTER_THAN"]) | (episode_data['duration'] > provider["IGNORE_EPISODES_LONGER_THAN"])].index)
episodes_features = process_app_features(episode_data, requested_episodes_features, time_segment, provider, filter_data_by_segment)
features = pd.merge(episodes_features, features, how='outer', on='local_segment')

404
tests/data/external/aware_csv/phone_applications_foreground_raw.csv vendored
View File

@ -1,199 +1,207 @@
timestamp,device_id,package_name,application_name,is_system_app
1583481040385,android,com.aware.plugin.google.activity_recognition,AWARE: Google Activity Recognition,0.0
1583481042385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0.0
1583481055385,android,com.google.android.packageinstaller,Package installer,1.0
1583492010385,android,com.aware.phone,AWARE,0.0
1583492150385,android,com.google.android.packageinstaller,Package installer,1.0
1583492451385,android,com.aware.phone,AWARE,0.0
1583492560385,android,com.google.android.packageinstaller,Package installer,1.0
1583492570385,android,com.aware.phone,AWARE,0.0
1583507036385,android,com.google.android.packageinstaller,Package installer,1.0
1583507136385,android,com.android.chrome,Chrome,1.0
1583507310459,android,com.android.systemui,System UI,1.0
1583507396385,android,com.motorola.vzw.phone.extensions,Phone,1.0
1583507576385,android,com.android.chrome,Chrome,1.0
1583507928895,android,com.android.systemui,System UI,1.0
1583507996385,android,com.android.settings,Settings,1.0
1583513876385,android,com.google.android.inputmethod.latin,Gboard,1.0
1583513939785,android,com.android.settings,Settings,1.0
1583514056385,android,com.android.launcher3,Launcher3,1.0
1583514136385,android,com.android.systemui,System UI,1.0
1583514146385,android,com.android.settings,Settings,1.0
1583514156385,android,com.android.launcher3,Launcher3,1.0
1583514166385,android,com.aware.phone,AWARE,0.0
1583514176385,android,com.android.launcher3,Launcher3,1.0
1583514226385,android,com.android.chrome,Chrome,1.0
1583514656385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0.0
1583524316385,android,com.android.chrome,Chrome,1.0
1583524605159,android,com.android.launcher3,Launcher3,1.0
1583524676385,android,com.aware.phone,AWARE,0.0
1583524679385,android,com.android.systemui,System UI,1.0
1583524736385,android,com.aware.phone,AWARE,0.0
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1583535156385,android,com.android.settings,Settings,1.0
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1583535379385,android,com.android.chrome,Chrome,1.0
1583535612385,android,com.facebook.orca,Messenger,0.0
1583535614385,android,com.google.android.inputmethod.latin,Gboard,1.0
1583545386385,android,com.android.systemui,System UI,1.0
1583545436385,android,com.facebook.orca,Messenger,0.0
1583545536385,android,com.android.chrome,Chrome,1.0
1583545856385,android,com.android.systemui,System UI,1.0
1583545911385,android,com.android.chrome,Chrome,1.0
1583546306385,android,com.microsoft.office.outlook,Outlook,0.0
1583546456385,android,com.android.chrome,Chrome,1.0
1583558235000,android,com.android.systemui,System UI,1.0
1583558291000,android,com.android.settings,Settings,1.0
1583558331000,android,com.google.android.inputmethod.latin,Gboard,1.0
1583558386000,android,com.android.settings,Settings,1.0
1583561831000,android,com.android.launcher3,Launcher3,1.0
1583561871000,android,com.android.launcher3,Launcher3,1.0
1583561939000,android,com.aware.phone,AWARE,0.0
1583561951000,android,com.android.launcher3,Launcher3,1.0
1583561970000,android,com.android.chrome,Chrome,1.0
1583614691000,android,com.aware.plugin.fitbit,AWARE: Fitbit,0.0
1583614719000,android,com.android.chrome,Chrome,1.0
1583621339000,android,com.android.launcher3,Launcher3,1.0
1583621351000,android,com.aware.phone,AWARE,0.0
1583621402000,android,com.android.systemui,System UI,1.0
1583621411000,android,com.aware.phone,AWARE,0.0
1583636006000,android,com.android.systemui,System UI,1.0
1583636029000,android,com.android.chrome,Chrome,1.0
1583636171000,android,com.facebook.orca,Messenger,0.0
1583636195000,android,com.google.android.inputmethod.latin,Gboard,1.0
1583643911001,android,com.android.systemui,System UI,1.0
1583643937001,android,com.facebook.orca,Messenger,0.0
1583644009001,android,com.android.chrome,Chrome,1.0
1583644019001,android,com.android.systemui,System UI,1.0
1583644029001,android,com.android.chrome,Chrome,1.0
1583644050001,android,com.microsoft.office.outlook,Outlook,0.0
1583644068001,android,com.android.chrome,Chrome,1.0
1583657710001,android,com.android.launcher3,Launcher3,1.0
1583657730001,android,com.google.android.gm,Gmail,1.0
1583658600001,android,com.android.launcher3,Launcher3,1.0
1583658630001,android,com.android.systemui,System UI,1.0
1583658660001,android,com.android.settings,Settings,1.0
1583658780001,android,com.android.launcher3,Launcher3,1.0
1583719320001,android,com.android.systemui,System UI,1.0
1583719350001,android,com.android.launcher3,Launcher3,1.0
1583719380001,android,com.fanduel.android.self,FanDuel,0.0
1583719440001,android,com.android.launcher3,Launcher3,1.0
1583719450001,android,com.android.chrome,Chrome,1.0
1583719460001,android,Gboard,1,
1583737261001,android,System UI,1,
1583737280001,android,Chrome,1,
1583737426001,android,com.android.systemui,System UI,1.0
1583737430001,android,com.android.chrome,Chrome,1.0
1583802300001,android,com.android.launcher3,Launcher3,1.0
1583802315001,android,com.android.systemui,System UI,1.0
1583802329001,android,com.facebook.orca,Messenger,0.0
1583802588001,android,com.android.systemui,System UI,1.0
1583802600001,android,com.facebook.orca,Messenger,0.0
1583802789001,android,com.android.launcher3,Launcher3,1.0
1583802809001,android,com.facebook.katana,Facebook,0.0
1583803309001,android,com.android.launcher3,Launcher3,1.0
1583803320001,android,com.facebook.katana,Facebook,0.0
1583803508001,android,com.google.android.inputmethod.latin,Gboard,1.0
1583803620001,android,com.facebook.katana,Facebook,0.0
1583803726001,android,com.google.android.inputmethod.latin,Gboard,1.0
1583803805001,android,com.facebook.katana,Facebook,0.0
1604040640385,android,com.aware.plugin.google.activity_recognition,AWARE: Google Activity Recognition,0.0
1604040642385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0.0
1604040655385,android,com.google.android.packageinstaller,Package installer,1.0
1604051610385,android,com.aware.phone,AWARE,0.0
1604051750385,android,com.google.android.packageinstaller,Package installer,1.0
1604052051385,android,com.aware.phone,AWARE,0.0
1604052160385,android,com.google.android.packageinstaller,Package installer,1.0
1604052170385,android,com.aware.phone,AWARE,0.0
1604066636385,android,com.google.android.packageinstaller,Package installer,1.0
1604066736385,android,com.android.chrome,Chrome,1.0
1604066910459,android,com.android.systemui,System UI,1.0
1604066996385,android,com.motorola.vzw.phone.extensions,Phone,1.0
1604067176385,android,com.android.chrome,Chrome,1.0
1604067528895,android,com.android.systemui,System UI,1.0
1604067596385,android,com.android.settings,Settings,1.0
1604073476385,android,com.google.android.inputmethod.latin,Gboard,1.0
1604073539785,android,com.android.settings,Settings,1.0
1604073656385,android,com.android.launcher3,Launcher3,1.0
1604073736385,android,com.android.systemui,System UI,1.0
1604073746385,android,com.android.settings,Settings,1.0
1604073756385,android,com.android.launcher3,Launcher3,1.0
1604073766385,android,com.aware.phone,AWARE,0.0
1604073776385,android,com.android.launcher3,Launcher3,1.0
1604073826385,android,com.android.chrome,Chrome,1.0
1604074256385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0.0
1604083916385,android,com.android.chrome,Chrome,1.0
1604084205159,android,com.android.launcher3,Launcher3,1.0
1604084276385,android,com.aware.phone,AWARE,0.0
1604084279385,android,com.android.systemui,System UI,1.0
1604084336385,android,com.aware.phone,AWARE,0.0
1604084396385,android,com.android.systemui,System UI,1.0
1604094756385,android,com.android.settings,Settings,1.0
1604094836385,android,com.android.launcher3,Launcher3,1.0
1604094936385,android,com.android.systemui,System UI,1.0
1604094979385,android,com.android.chrome,Chrome,1.0
1604095212385,android,com.facebook.orca,Messenger,0.0
1604095214385,android,com.google.android.inputmethod.latin,Gboard,1.0
1604104986385,android,com.android.systemui,System UI,1.0
1604105036385,android,com.facebook.orca,Messenger,0.0
1604105136385,android,com.android.chrome,Chrome,1.0
1604105456385,android,com.android.systemui,System UI,1.0
1604105511385,android,com.android.chrome,Chrome,1.0
1604105906385,android,com.microsoft.office.outlook,Outlook,0.0
1604106056385,android,com.android.chrome,Chrome,1.0
1604117835000,android,com.android.systemui,System UI,1.0
1604117891000,android,com.android.settings,Settings,1.0
1604117931000,android,com.google.android.inputmethod.latin,Gboard,1.0
1604117986000,android,com.android.settings,Settings,1.0
1604121431000,android,com.android.launcher3,Launcher3,1.0
1604121471000,android,com.android.launcher3,Launcher3,1.0
1604121539000,android,com.aware.phone,AWARE,0.0
1604121551000,android,com.android.launcher3,Launcher3,1.0
1604121570000,android,com.android.chrome,Chrome,1.0
1604174291000,android,com.aware.plugin.fitbit,AWARE: Fitbit,0.0
1604174319000,android,com.android.chrome,Chrome,1.0
1604180939000,android,com.android.launcher3,Launcher3,1.0
1604180951000,android,com.aware.phone,AWARE,0.0
1604181002000,android,com.android.systemui,System UI,1.0
1604181011000,android,com.aware.phone,AWARE,0.0
1604195606000,android,com.android.systemui,System UI,1.0
1604195629000,android,com.android.chrome,Chrome,1.0
1604195771000,android,com.facebook.orca,Messenger,0.0
1604195795000,android,com.google.android.inputmethod.latin,Gboard,1.0
1604203511001,android,com.android.systemui,System UI,1.0
1604203537001,android,com.facebook.orca,Messenger,0.0
1604203609001,android,com.android.chrome,Chrome,1.0
1604203619001,android,com.android.systemui,System UI,1.0
1604203629001,android,com.android.chrome,Chrome,1.0
1604203650001,android,com.microsoft.office.outlook,Outlook,0.0
1604203668001,android,com.android.chrome,Chrome,1.0
1604224510001,android,com.android.launcher3,Launcher3,1.0
1604224530001,android,com.google.android.gm,Gmail,1.0
1604225400001,android,com.android.launcher3,Launcher3,1.0
1604225430001,android,com.android.systemui,System UI,1.0
1604225460001,android,com.android.settings,Settings,1.0
1604225580001,android,com.android.launcher3,Launcher3,1.0
1604286120001,android,com.android.systemui,System UI,1.0
1604286150001,android,com.android.launcher3,Launcher3,1.0
1604286180001,android,com.fanduel.android.self,FanDuel,0.0
1604286240001,android,com.android.launcher3,Launcher3,1.0
1604286250001,android,com.android.chrome,Chrome,1.0
1604286260001,android,Gboard,1,
1604304061001,android,System UI,1,
1604304080001,android,Chrome,1,
1604304226001,android,com.android.systemui,System UI,1.0
1604304230001,android,com.android.chrome,Chrome,1.0
1604369100001,android,com.android.launcher3,Launcher3,1.0
1604369115001,android,com.android.systemui,System UI,1.0
1604369129001,android,com.facebook.orca,Messenger,0.0
1604369388001,android,com.android.systemui,System UI,1.0
1604369400001,android,com.facebook.orca,Messenger,0.0
1604369589001,android,com.android.launcher3,Launcher3,1.0
1604369609001,android,com.facebook.katana,Facebook,0.0
1604370109001,android,com.android.launcher3,Launcher3,1.0
1604370120001,android,com.facebook.katana,Facebook,0.0
1604370308001,android,com.google.android.inputmethod.latin,Gboard,1.0
1604370420001,android,com.facebook.katana,Facebook,0.0
1604370526001,android,com.google.android.inputmethod.latin,Gboard,1.0
1604370605001,android,com.facebook.katana,Facebook,0.0
1583481040385,android,com.aware.plugin.google.activity_recognition,AWARE: Google Activity Recognition,0
1583481042385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0
1583481055385,android,com.google.android.packageinstaller,Package installer,1
1583492010385,android,com.aware.phone,AWARE,0
1583492150385,android,com.google.android.packageinstaller,Package installer,1
1583492451385,android,com.aware.phone,AWARE,0
1583492560385,android,com.google.android.packageinstaller,Package installer,1
1583492570385,android,com.aware.phone,AWARE,0
1583492710385,android,com.tinder,Tinder,0
1583507036385,android,com.google.android.packageinstaller,Package installer,1
1583507136385,android,com.android.chrome,Chrome,1
1583507310459,android,com.android.systemui,System UI,1
1583507396385,android,com.motorola.vzw.phone.extensions,Phone,1
1583507576385,android,com.android.chrome,Chrome,1
1583507928895,android,com.android.systemui,System UI,1
1583507996385,android,com.android.settings,Settings,1
1583513580385,android,com.tinder,Tinder,0
1583513876385,android,com.google.android.inputmethod.latin,Gboard,1
1583513939785,android,com.android.settings,Settings,1
1583514056385,android,com.android.launcher3,Launcher3,1
1583514136385,android,com.android.systemui,System UI,1
1583514146385,android,com.android.settings,Settings,1
1583514156385,android,com.android.launcher3,Launcher3,1
1583514166385,android,com.aware.phone,AWARE,0
1583514176385,android,com.android.launcher3,Launcher3,1
1583514226385,android,com.android.chrome,Chrome,1
1583514656385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
1583524316385,android,com.android.chrome,Chrome,1
1583524605159,android,com.android.launcher3,Launcher3,1
1583524676385,android,com.aware.phone,AWARE,0
1583524679385,android,com.android.systemui,System UI,1
1583524736385,android,com.aware.phone,AWARE,0
1583524796385,android,com.android.systemui,System UI,1
1583535000385,android,com.google.android.youtube,Youtube,0
1583535156385,android,com.android.settings,Settings,1
1583535236385,android,com.android.launcher3,Launcher3,1
1583535336385,android,com.android.systemui,System UI,1
1583535379385,android,com.android.chrome,Chrome,1
1583535612385,android,com.facebook.orca,Messenger,0
1583535614385,android,com.google.android.inputmethod.latin,Gboard,1
1583545263385,android,com.google.android.youtube,Youtube,0
1583545386385,android,com.android.systemui,System UI,1
1583545436385,android,com.facebook.orca,Messenger,0
1583545536385,android,com.android.chrome,Chrome,1
1583545856385,android,com.android.systemui,System UI,1
1583545911385,android,com.android.chrome,Chrome,1
1583546306385,android,com.microsoft.office.outlook,Outlook,0
1583546456385,android,com.android.chrome,Chrome,1
1583558235001,android,com.android.systemui,System UI,1
1583558291001,android,com.android.settings,Settings,1
1583558331001,android,com.google.android.inputmethod.latin,Gboard,1
1583558386001,android,com.android.settings,Settings,1
1583561831001,android,com.android.launcher3,Launcher3,1
1583561871001,android,com.android.launcher3,Launcher3,1
1583561939001,android,com.aware.phone,AWARE,0
1583561951001,android,com.android.launcher3,Launcher3,1
1583561970001,android,com.android.chrome,Chrome,1
1583614691001,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
1583614719001,android,com.android.chrome,Chrome,1
1583621339001,android,com.android.launcher3,Launcher3,1
1583621351001,android,com.aware.phone,AWARE,0
1583621402001,android,com.android.systemui,System UI,1
1583621411001,android,com.aware.phone,AWARE,0
1583636006001,android,com.android.systemui,System UI,1
1583636029001,android,com.android.chrome,Chrome,1
1583636171001,android,com.facebook.orca,Messenger,0
1583636195001,android,com.google.android.inputmethod.latin,Gboard,1
1583643911001,android,com.android.systemui,System UI,1
1583643937001,android,com.facebook.orca,Messenger,0
1583644009001,android,com.android.chrome,Chrome,1
1583644019001,android,com.android.systemui,System UI,1
1583644029001,android,com.android.chrome,Chrome,1
1583644050001,android,com.microsoft.office.outlook,Outlook,0
1583644068001,android,com.android.chrome,Chrome,1
1583657710001,android,com.android.launcher3,Launcher3,1
1583657730001,android,com.google.android.gm,Gmail,1
1583658600001,android,com.android.launcher3,Launcher3,1
1583658630001,android,com.android.systemui,System UI,1
1583658660001,android,com.android.settings,Settings,1
1583658780001,android,com.android.launcher3,Launcher3,1
1583719320001,android,com.android.systemui,System UI,1
1583719350001,android,com.android.launcher3,Launcher3,1
1583719380001,android,com.fanduel.android.self,FanDuel,0
1583719440001,android,com.android.launcher3,Launcher3,1
1583719450001,android,com.android.chrome,Chrome,1
1583719460001,android,com.google.android.inputmethod.latin,Gboard,1
1583737261001,android,com.android.systemui,System UI,1
1583737280001,android,com.android.chrome,Chrome,1
1583737426001,android,com.android.systemui,System UI,1
1583737430001,android,com.android.chrome,Chrome,1
1583802300001,android,com.android.launcher3,Launcher3,1
1583802315001,android,com.android.systemui,System UI,1
1583802329001,android,com.facebook.orca,Messenger,0
1583802588001,android,com.android.systemui,System UI,1
1583802600001,android,com.facebook.orca,Messenger,0
1583802789001,android,com.android.launcher3,Launcher3,1
1583802809001,android,com.facebook.katana,Facebook,0
1583803309001,android,com.android.launcher3,Launcher3,1
1583803320001,android,com.facebook.katana,Facebook,0
1583803508001,android,com.google.android.inputmethod.latin,Gboard,1
1583803620001,android,com.facebook.katana,Facebook,0
1583803726001,android,com.google.android.inputmethod.latin,Gboard,1
1583803805001,android,com.facebook.katana,Facebook,0
1604040640385,android,com.aware.plugin.google.activity_recognition,AWARE: Google Activity Recognition,0
1604040642385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0
1604040655385,android,com.google.android.packageinstaller,Package installer,1
1604051610385,android,com.aware.phone,AWARE,0
1604051750385,android,com.google.android.packageinstaller,Package installer,1
1604052051385,android,com.aware.phone,AWARE,0
1604052160385,android,com.google.android.packageinstaller,Package installer,1
1604052170385,android,com.aware.phone,AWARE,0
1604052310385,android,com.tinder,Tinder,0
1604066636385,android,com.google.android.packageinstaller,Package installer,1
1604066736385,android,com.android.chrome,Chrome,1
1604066910459,android,com.android.systemui,System UI,1
1604066996385,android,com.motorola.vzw.phone.extensions,Phone,1
1604067176385,android,com.android.chrome,Chrome,1
1604067528895,android,com.android.systemui,System UI,1
1604067596385,android,com.android.settings,Settings,1
1604073180385,android,com.tinder,Tinder,0
1604073476385,android,com.google.android.inputmethod.latin,Gboard,1
1604073539785,android,com.android.settings,Settings,1
1604073656385,android,com.android.launcher3,Launcher3,1
1604073736385,android,com.android.systemui,System UI,1
1604073746385,android,com.android.settings,Settings,1
1604073756385,android,com.android.launcher3,Launcher3,1
1604073766385,android,com.aware.phone,AWARE,0
1604073776385,android,com.android.launcher3,Launcher3,1
1604073826385,android,com.android.chrome,Chrome,1
1604074256385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
1604083916385,android,com.android.chrome,Chrome,1
1604084205159,android,com.android.launcher3,Launcher3,1
1604084276385,android,com.aware.phone,AWARE,0
1604084279385,android,com.android.systemui,System UI,1
1604084336385,android,com.aware.phone,AWARE,0
1604084396385,android,com.android.systemui,System UI,1
1604094600385,android,com.google.android.youtube,Youtube,0
1604094756385,android,com.android.settings,Settings,1
1604094836385,android,com.android.launcher3,Launcher3,1
1604094936385,android,com.android.systemui,System UI,1
1604094979385,android,com.android.chrome,Chrome,1
1604095212385,android,com.facebook.orca,Messenger,0
1604095214385,android,com.google.android.inputmethod.latin,Gboard,1
1604104863385,android,com.google.android.youtube,Youtube,0
1604104986385,android,com.android.systemui,System UI,1
1604105036385,android,com.facebook.orca,Messenger,0
1604105136385,android,com.android.chrome,Chrome,1
1604105456385,android,com.android.systemui,System UI,1
1604105511385,android,com.android.chrome,Chrome,1
1604105906385,android,com.microsoft.office.outlook,Outlook,0
1604106056385,android,com.android.chrome,Chrome,1
1604117835001,android,com.android.systemui,System UI,1
1604117891001,android,com.android.settings,Settings,1
1604117931001,android,com.google.android.inputmethod.latin,Gboard,1
1604117986001,android,com.android.settings,Settings,1
1604121431001,android,com.android.launcher3,Launcher3,1
1604121471001,android,com.android.launcher3,Launcher3,1
1604121539001,android,com.aware.phone,AWARE,0
1604121551001,android,com.android.launcher3,Launcher3,1
1604121570001,android,com.android.chrome,Chrome,1
1604174291001,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
1604174319001,android,com.android.chrome,Chrome,1
1604180939001,android,com.android.launcher3,Launcher3,1
1604180951001,android,com.aware.phone,AWARE,0
1604181002001,android,com.android.systemui,System UI,1
1604181011001,android,com.aware.phone,AWARE,0
1604195606001,android,com.android.systemui,System UI,1
1604195629001,android,com.android.chrome,Chrome,1
1604195771001,android,com.facebook.orca,Messenger,0
1604195795001,android,com.google.android.inputmethod.latin,Gboard,1
1604203511001,android,com.android.systemui,System UI,1
1604203537001,android,com.facebook.orca,Messenger,0
1604203609001,android,com.android.chrome,Chrome,1
1604203619001,android,com.android.systemui,System UI,1
1604203629001,android,com.android.chrome,Chrome,1
1604203650001,android,com.microsoft.office.outlook,Outlook,0
1604203668001,android,com.android.chrome,Chrome,1
1604224510001,android,com.android.launcher3,Launcher3,1
1604224530001,android,com.google.android.gm,Gmail,1
1604225400001,android,com.android.launcher3,Launcher3,1
1604225430001,android,com.android.systemui,System UI,1
1604225460001,android,com.android.settings,Settings,1
1604225580001,android,com.android.launcher3,Launcher3,1
1604286120001,android,com.android.systemui,System UI,1
1604286150001,android,com.android.launcher3,Launcher3,1
1604286180001,android,com.fanduel.android.self,FanDuel,0
1604286240001,android,com.android.launcher3,Launcher3,1
1604286250001,android,com.android.chrome,Chrome,1
1604286260001,android,com.google.android.inputmethod.latin,Gboard,1
1604304061001,android,com.android.systemui,System UI,1
1604304080001,android,com.android.chrome,Chrome,1
1604304226001,android,com.android.systemui,System UI,1
1604304230001,android,com.android.chrome,Chrome,1
1604369100001,android,com.android.launcher3,Launcher3,1
1604369115001,android,com.android.systemui,System UI,1
1604369129001,android,com.facebook.orca,Messenger,0
1604369388001,android,com.android.systemui,System UI,1
1604369400001,android,com.facebook.orca,Messenger,0
1604369589001,android,com.android.launcher3,Launcher3,1
1604369609001,android,com.facebook.katana,Facebook,0
1604370109001,android,com.android.launcher3,Launcher3,1
1604370120001,android,com.facebook.katana,Facebook,0
1604370308001,android,com.google.android.inputmethod.latin,Gboard,1
1604370420001,android,com.facebook.katana,Facebook,0
1604370526001,android,com.google.android.inputmethod.latin,Gboard,1
1604370605001,android,com.facebook.katana,Facebook,0

1 timestamp device_id package_name application_name is_system_app
2 1583481040385 android com.aware.plugin.google.activity_recognition AWARE: Google Activity Recognition 0.0 0
3 1583481042385 android com.aware.plugin.google.fused_location AWARE: Google Fused Location 0.0 0
4 1583481055385 android com.google.android.packageinstaller Package installer 1.0 1
5 1583492010385 android com.aware.phone AWARE 0.0 0
6 1583492150385 android com.google.android.packageinstaller Package installer 1.0 1
7 1583492451385 android com.aware.phone AWARE 0.0 0
8 1583492560385 android com.google.android.packageinstaller Package installer 1.0 1
9 1583492570385 android com.aware.phone AWARE 0.0 0
10 1583507036385 1583492710385 android com.google.android.packageinstaller com.tinder Package installer Tinder 1.0 0
11 1583507136385 1583507036385 android com.android.chrome com.google.android.packageinstaller Chrome Package installer 1.0 1
12 1583507310459 1583507136385 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
13 1583507396385 1583507310459 android com.motorola.vzw.phone.extensions com.android.systemui Phone System UI 1.0 1
14 1583507576385 1583507396385 android com.android.chrome com.motorola.vzw.phone.extensions Chrome Phone 1.0 1
15 1583507928895 1583507576385 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
16 1583507996385 1583507928895 android com.android.settings com.android.systemui Settings System UI 1.0 1
17 1583513876385 1583507996385 android com.google.android.inputmethod.latin com.android.settings Gboard Settings 1.0 1
18 1583513939785 1583513580385 android com.android.settings com.tinder Settings Tinder 1.0 0
19 1583514056385 1583513876385 android com.android.launcher3 com.google.android.inputmethod.latin Launcher3 Gboard 1.0 1
20 1583514136385 1583513939785 android com.android.systemui com.android.settings System UI Settings 1.0 1
21 1583514146385 1583514056385 android com.android.settings com.android.launcher3 Settings Launcher3 1.0 1
22 1583514156385 1583514136385 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
23 1583514166385 1583514146385 android com.aware.phone com.android.settings AWARE Settings 0.0 1
24 1583514176385 1583514156385 android com.android.launcher3 Launcher3 1.0 1
25 1583514226385 1583514166385 android com.android.chrome com.aware.phone Chrome AWARE 1.0 0
26 1583514656385 1583514176385 android com.aware.plugin.fitbit com.android.launcher3 AWARE: Fitbit Launcher3 0.0 1
27 1583524316385 1583514226385 android com.android.chrome Chrome 1.0 1
28 1583524605159 1583514656385 android com.android.launcher3 com.aware.plugin.fitbit Launcher3 AWARE: Fitbit 1.0 0
29 1583524676385 1583524316385 android com.aware.phone com.android.chrome AWARE Chrome 0.0 1
30 1583524679385 1583524605159 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
31 1583524736385 1583524676385 android com.aware.phone AWARE 0.0 0
32 1583524796385 1583524679385 android com.android.systemui System UI 1.0 1
33 1583535156385 1583524736385 android com.android.settings com.aware.phone Settings AWARE 1.0 0
34 1583535236385 1583524796385 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
35 1583535336385 1583535000385 android com.android.systemui com.google.android.youtube System UI Youtube 1.0 0
36 1583535379385 1583535156385 android com.android.chrome com.android.settings Chrome Settings 1.0 1
37 1583535612385 1583535236385 android com.facebook.orca com.android.launcher3 Messenger Launcher3 0.0 1
38 1583535614385 1583535336385 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
39 1583545386385 1583535379385 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
40 1583545436385 1583535612385 android com.facebook.orca Messenger 0.0 0
41 1583545536385 1583535614385 android com.android.chrome com.google.android.inputmethod.latin Chrome Gboard 1.0 1
42 1583545856385 1583545263385 android com.android.systemui com.google.android.youtube System UI Youtube 1.0 0
43 1583545911385 1583545386385 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
44 1583546306385 1583545436385 android com.microsoft.office.outlook com.facebook.orca Outlook Messenger 0.0 0
45 1583546456385 1583545536385 android com.android.chrome Chrome 1.0 1
46 1583558235000 1583545856385 android com.android.systemui System UI 1.0 1
47 1583558291000 1583545911385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
48 1583558331000 1583546306385 android com.google.android.inputmethod.latin com.microsoft.office.outlook Gboard Outlook 1.0 0
49 1583558386000 1583546456385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
50 1583561831000 1583558235001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
51 1583561871000 1583558291001 android com.android.launcher3 com.android.settings Launcher3 Settings 1.0 1
52 1583561939000 1583558331001 android com.aware.phone com.google.android.inputmethod.latin AWARE Gboard 0.0 1
53 1583561951000 1583558386001 android com.android.launcher3 com.android.settings Launcher3 Settings 1.0 1
54 1583561970000 1583561831001 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
55 1583614691000 1583561871001 android com.aware.plugin.fitbit com.android.launcher3 AWARE: Fitbit Launcher3 0.0 1
56 1583614719000 1583561939001 android com.android.chrome com.aware.phone Chrome AWARE 1.0 0
57 1583621339000 1583561951001 android com.android.launcher3 Launcher3 1.0 1
58 1583621351000 1583561970001 android com.aware.phone com.android.chrome AWARE Chrome 0.0 1
59 1583621402000 1583614691001 android com.android.systemui com.aware.plugin.fitbit System UI AWARE: Fitbit 1.0 0
60 1583621411000 1583614719001 android com.aware.phone com.android.chrome AWARE Chrome 0.0 1
61 1583636006000 1583621339001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
62 1583636029000 1583621351001 android com.android.chrome com.aware.phone Chrome AWARE 1.0 0
63 1583636171000 1583621402001 android com.facebook.orca com.android.systemui Messenger System UI 0.0 1
64 1583636195000 1583621411001 android com.google.android.inputmethod.latin com.aware.phone Gboard AWARE 1.0 0
65 1583643911001 1583636006001 android com.android.systemui System UI 1.0 1
66 1583643937001 1583636029001 android com.facebook.orca com.android.chrome Messenger Chrome 0.0 1
67 1583644009001 1583636171001 android com.android.chrome com.facebook.orca Chrome Messenger 1.0 0
68 1583644019001 1583636195001 android com.android.systemui com.google.android.inputmethod.latin System UI Gboard 1.0 1
69 1583644029001 1583643911001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
70 1583644050001 1583643937001 android com.microsoft.office.outlook com.facebook.orca Outlook Messenger 0.0 0
71 1583644068001 1583644009001 android com.android.chrome Chrome 1.0 1
72 1583657710001 1583644019001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
73 1583657730001 1583644029001 android com.google.android.gm com.android.chrome Gmail Chrome 1.0 1
74 1583658600001 1583644050001 android com.android.launcher3 com.microsoft.office.outlook Launcher3 Outlook 1.0 0
75 1583658630001 1583644068001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
76 1583658660001 1583657710001 android com.android.settings com.android.launcher3 Settings Launcher3 1.0 1
77 1583658780001 1583657730001 android com.android.launcher3 com.google.android.gm Launcher3 Gmail 1.0 1
78 1583719320001 1583658600001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
79 1583719350001 1583658630001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
80 1583719380001 1583658660001 android com.fanduel.android.self com.android.settings FanDuel Settings 0.0 1
81 1583719440001 1583658780001 android com.android.launcher3 Launcher3 1.0 1
82 1583719450001 1583719320001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
83 1583719460001 1583719350001 android Gboard com.android.launcher3 1 Launcher3 1
84 1583737261001 1583719380001 android System UI com.fanduel.android.self 1 FanDuel 0
85 1583737280001 1583719440001 android Chrome com.android.launcher3 1 Launcher3 1
86 1583737426001 1583719450001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
87 1583737430001 1583719460001 android com.android.chrome com.google.android.inputmethod.latin Chrome Gboard 1.0 1
88 1583802300001 1583737261001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
89 1583802315001 1583737280001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
90 1583802329001 1583737426001 android com.facebook.orca com.android.systemui Messenger System UI 0.0 1
91 1583802588001 1583737430001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
92 1583802600001 1583802300001 android com.facebook.orca com.android.launcher3 Messenger Launcher3 0.0 1
93 1583802789001 1583802315001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
94 1583802809001 1583802329001 android com.facebook.katana com.facebook.orca Facebook Messenger 0.0 0
95 1583803309001 1583802588001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
96 1583803320001 1583802600001 android com.facebook.katana com.facebook.orca Facebook Messenger 0.0 0
97 1583803508001 1583802789001 android com.google.android.inputmethod.latin com.android.launcher3 Gboard Launcher3 1.0 1
98 1583803620001 1583802809001 android com.facebook.katana Facebook 0.0 0
99 1583803726001 1583803309001 android com.google.android.inputmethod.latin com.android.launcher3 Gboard Launcher3 1.0 1
100 1583803805001 1583803320001 android com.facebook.katana Facebook 0.0 0
101 1604040640385 1583803508001 android com.aware.plugin.google.activity_recognition com.google.android.inputmethod.latin AWARE: Google Activity Recognition Gboard 0.0 1
102 1604040642385 1583803620001 android com.aware.plugin.google.fused_location com.facebook.katana AWARE: Google Fused Location Facebook 0.0 0
103 1604040655385 1583803726001 android com.google.android.packageinstaller com.google.android.inputmethod.latin Package installer Gboard 1.0 1
104 1604051610385 1583803805001 android com.aware.phone com.facebook.katana AWARE Facebook 0.0 0
105 1604051750385 1604040640385 android com.google.android.packageinstaller com.aware.plugin.google.activity_recognition Package installer AWARE: Google Activity Recognition 1.0 0
106 1604052051385 1604040642385 android com.aware.phone com.aware.plugin.google.fused_location AWARE AWARE: Google Fused Location 0.0 0
107 1604052160385 1604040655385 android com.google.android.packageinstaller Package installer 1.0 1
108 1604052170385 1604051610385 android com.aware.phone AWARE 0.0 0
109 1604066636385 1604051750385 android com.google.android.packageinstaller Package installer 1.0 1
110 1604066736385 1604052051385 android com.android.chrome com.aware.phone Chrome AWARE 1.0 0
111 1604066910459 1604052160385 android com.android.systemui com.google.android.packageinstaller System UI Package installer 1.0 1
112 1604066996385 1604052170385 android com.motorola.vzw.phone.extensions com.aware.phone Phone AWARE 1.0 0
113 1604067176385 1604052310385 android com.android.chrome com.tinder Chrome Tinder 1.0 0
114 1604067528895 1604066636385 android com.android.systemui com.google.android.packageinstaller System UI Package installer 1.0 1
115 1604067596385 1604066736385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
116 1604073476385 1604066910459 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
117 1604073539785 1604066996385 android com.android.settings com.motorola.vzw.phone.extensions Settings Phone 1.0 1
118 1604073656385 1604067176385 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
119 1604073736385 1604067528895 android com.android.systemui System UI 1.0 1
120 1604073746385 1604067596385 android com.android.settings Settings 1.0 1
121 1604073756385 1604073180385 android com.android.launcher3 com.tinder Launcher3 Tinder 1.0 0
122 1604073766385 1604073476385 android com.aware.phone com.google.android.inputmethod.latin AWARE Gboard 0.0 1
123 1604073776385 1604073539785 android com.android.launcher3 com.android.settings Launcher3 Settings 1.0 1
124 1604073826385 1604073656385 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
125 1604074256385 1604073736385 android com.aware.plugin.fitbit com.android.systemui AWARE: Fitbit System UI 0.0 1
126 1604083916385 1604073746385 android com.android.chrome com.android.settings Chrome Settings 1.0 1
127 1604084205159 1604073756385 android com.android.launcher3 Launcher3 1.0 1
128 1604084276385 1604073766385 android com.aware.phone AWARE 0.0 0
129 1604084279385 1604073776385 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
130 1604084336385 1604073826385 android com.aware.phone com.android.chrome AWARE Chrome 0.0 1
131 1604084396385 1604074256385 android com.android.systemui com.aware.plugin.fitbit System UI AWARE: Fitbit 1.0 0
132 1604094756385 1604083916385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
133 1604094836385 1604084205159 android com.android.launcher3 Launcher3 1.0 1
134 1604094936385 1604084276385 android com.android.systemui com.aware.phone System UI AWARE 1.0 0
135 1604094979385 1604084279385 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
136 1604095212385 1604084336385 android com.facebook.orca com.aware.phone Messenger AWARE 0.0 0
137 1604095214385 1604084396385 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
138 1604104986385 1604094600385 android com.android.systemui com.google.android.youtube System UI Youtube 1.0 0
139 1604105036385 1604094756385 android com.facebook.orca com.android.settings Messenger Settings 0.0 1
140 1604105136385 1604094836385 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
141 1604105456385 1604094936385 android com.android.systemui System UI 1.0 1
142 1604105511385 1604094979385 android com.android.chrome Chrome 1.0 1
143 1604105906385 1604095212385 android com.microsoft.office.outlook com.facebook.orca Outlook Messenger 0.0 0
144 1604106056385 1604095214385 android com.android.chrome com.google.android.inputmethod.latin Chrome Gboard 1.0 1
145 1604117835000 1604104863385 android com.android.systemui com.google.android.youtube System UI Youtube 1.0 0
146 1604117891000 1604104986385 android com.android.settings com.android.systemui Settings System UI 1.0 1
147 1604117931000 1604105036385 android com.google.android.inputmethod.latin com.facebook.orca Gboard Messenger 1.0 0
148 1604117986000 1604105136385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
149 1604121431000 1604105456385 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
150 1604121471000 1604105511385 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
151 1604121539000 1604105906385 android com.aware.phone com.microsoft.office.outlook AWARE Outlook 0.0 0
152 1604121551000 1604106056385 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
153 1604121570000 1604117835001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
154 1604174291000 1604117891001 android com.aware.plugin.fitbit com.android.settings AWARE: Fitbit Settings 0.0 1
155 1604174319000 1604117931001 android com.android.chrome com.google.android.inputmethod.latin Chrome Gboard 1.0 1
156 1604180939000 1604117986001 android com.android.launcher3 com.android.settings Launcher3 Settings 1.0 1
157 1604180951000 1604121431001 android com.aware.phone com.android.launcher3 AWARE Launcher3 0.0 1
158 1604181002000 1604121471001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
159 1604181011000 1604121539001 android com.aware.phone AWARE 0.0 0
160 1604195606000 1604121551001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
161 1604195629000 1604121570001 android com.android.chrome Chrome 1.0 1
162 1604195771000 1604174291001 android com.facebook.orca com.aware.plugin.fitbit Messenger AWARE: Fitbit 0.0 0
163 1604195795000 1604174319001 android com.google.android.inputmethod.latin com.android.chrome Gboard Chrome 1.0 1
164 1604203511001 1604180939001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
165 1604203537001 1604180951001 android com.facebook.orca com.aware.phone Messenger AWARE 0.0 0
166 1604203609001 1604181002001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
167 1604203619001 1604181011001 android com.android.systemui com.aware.phone System UI AWARE 1.0 0
168 1604203629001 1604195606001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
169 1604203650001 1604195629001 android com.microsoft.office.outlook com.android.chrome Outlook Chrome 0.0 1
170 1604203668001 1604195771001 android com.android.chrome com.facebook.orca Chrome Messenger 1.0 0
171 1604224510001 1604195795001 android com.android.launcher3 com.google.android.inputmethod.latin Launcher3 Gboard 1.0 1
172 1604224530001 1604203511001 android com.google.android.gm com.android.systemui Gmail System UI 1.0 1
173 1604225400001 1604203537001 android com.android.launcher3 com.facebook.orca Launcher3 Messenger 1.0 0
174 1604225430001 1604203609001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
175 1604225460001 1604203619001 android com.android.settings com.android.systemui Settings System UI 1.0 1
176 1604225580001 1604203629001 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
177 1604286120001 1604203650001 android com.android.systemui com.microsoft.office.outlook System UI Outlook 1.0 0
178 1604286150001 1604203668001 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
179 1604286180001 1604224510001 android com.fanduel.android.self com.android.launcher3 FanDuel Launcher3 0.0 1
180 1604286240001 1604224530001 android com.android.launcher3 com.google.android.gm Launcher3 Gmail 1.0 1
181 1604286250001 1604225400001 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
182 1604286260001 1604225430001 android Gboard com.android.systemui 1 System UI 1
183 1604304061001 1604225460001 android System UI com.android.settings 1 Settings 1
184 1604304080001 1604225580001 android Chrome com.android.launcher3 1 Launcher3 1
185 1604304226001 1604286120001 android com.android.systemui System UI 1.0 1
186 1604304230001 1604286150001 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
187 1604369100001 1604286180001 android com.android.launcher3 com.fanduel.android.self Launcher3 FanDuel 1.0 0
188 1604369115001 1604286240001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
189 1604369129001 1604286250001 android com.facebook.orca com.android.chrome Messenger Chrome 0.0 1
190 1604369388001 1604286260001 android com.android.systemui com.google.android.inputmethod.latin System UI Gboard 1.0 1
191 1604369400001 1604304061001 android com.facebook.orca com.android.systemui Messenger System UI 0.0 1
192 1604369589001 1604304080001 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
193 1604369609001 1604304226001 android com.facebook.katana com.android.systemui Facebook System UI 0.0 1
194 1604370109001 1604304230001 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
195 1604370120001 1604369100001 android com.facebook.katana com.android.launcher3 Facebook Launcher3 0.0 1
196 1604370308001 1604369115001 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
197 1604370420001 1604369129001 android com.facebook.katana com.facebook.orca Facebook Messenger 0.0 0
198 1604370526001 1604369388001 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
199 1604370605001 1604369400001 android com.facebook.katana com.facebook.orca Facebook Messenger 0.0 0
200 1604369589001 android com.android.launcher3 Launcher3 1
201 1604369609001 android com.facebook.katana Facebook 0
202 1604370109001 android com.android.launcher3 Launcher3 1
203 1604370120001 android com.facebook.katana Facebook 0
204 1604370308001 android com.google.android.inputmethod.latin Gboard 1
205 1604370420001 android com.facebook.katana Facebook 0
206 1604370526001 android com.google.android.inputmethod.latin Gboard 1
207 1604370605001 android com.facebook.katana Facebook 0

48
tests/data/manual/aware_csv/phone_applications_foreground_raw.csv
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@ -7,6 +7,7 @@ Fri 05:55:50.385,android,com.google.android.packageinstaller,Package installer,1
Fri 06:00:51.385,android,com.aware.phone,AWARE,0
Fri 06:02:40.385,android,com.google.android.packageinstaller,Package installer,1
Fri 06:02:50.385,android,com.aware.phone,AWARE,0
Fri 06:05:10.385,android,com.tinder,Tinder,0
Fri 10:03:56.385,android,com.google.android.packageinstaller,Package installer,1
Fri 10:05:36.385,android,com.android.chrome,Chrome,1
Fri 10:08:30.459,android,com.android.systemui,System UI,1
@ -14,6 +15,7 @@ Fri 10:09:56.385,android,com.motorola.vzw.phone.extensions,Phone,1
Fri 10:12:56.385,android,com.android.chrome,Chrome,1
Fri 10:18:48.895,android,com.android.systemui,System UI,1
Fri 10:19:56.385,android,com.android.settings,Settings,1
Fri 11:53:00.385,android,com.tinder,Tinder,0
Fri 11:57:56.385,android,com.google.android.inputmethod.latin,Gboard,1
Fri 11:58:59.785,android,com.android.settings,Settings,1
Fri 12:00:56.385,android,com.android.launcher3,Launcher3,1
@ -30,12 +32,14 @@ Fri 14:57:56.385,android,com.aware.phone,AWARE,0
Fri 14:57:59.385,android,com.android.systemui,System UI,1
Fri 14:58:56.385,android,com.aware.phone,AWARE,0
Fri 14:59:56.385,android,com.android.systemui,System UI,1
Fri 17:50:00.385,android,com.google.android.youtube,Youtube,0
Fri 17:52:36.385,android,com.android.settings,Settings,1
Fri 17:53:56.385,android,com.android.launcher3,Launcher3,1
Fri 17:55:36.385,android,com.android.systemui,System UI,1
Fri 17:56:19.385,android,com.android.chrome,Chrome,1
Fri 18:00:12.385,android,com.facebook.orca,Messenger,0
Fri 18:00:14.385,android,com.google.android.inputmethod.latin,Gboard,1
Fri 20:41:03.385,android,com.google.android.youtube,Youtube,0
Fri 20:43:06.385,android,com.android.systemui,System UI,1
Fri 20:43:56.385,android,com.facebook.orca,Messenger,0
Fri 20:45:36.385,android,com.android.chrome,Chrome,1
@ -43,25 +47,25 @@ Fri 20:50:56.385,android,com.android.systemui,System UI,1
Fri 20:51:51.385,android,com.android.chrome,Chrome,1
Fri 20:58:26.385,android,com.microsoft.office.outlook,Outlook,0
Fri 21:00:56.385,android,com.android.chrome,Chrome,1
Sat 00:17:15.000,android,com.android.systemui,System UI,1
Sat 00:18:11.000,android,com.android.settings,Settings,1
Sat 00:18:51.000,android,com.google.android.inputmethod.latin,Gboard,1
Sat 00:19:46.000,android,com.android.settings,Settings,1
Sat 01:17:11.000,android,com.android.launcher3,Launcher3,1
Sat 01:17:51.000,android,com.android.launcher3,Launcher3,1
Sat 01:18:59.000,android,com.aware.phone,AWARE,0
Sat 01:19:11.000,android,com.android.launcher3,Launcher3,1
Sat 01:19:30.000,android,com.android.chrome,Chrome,1
Sat 15:58:11.000,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
Sat 15:58:39.000,android,com.android.chrome,Chrome,1
Sat 17:48:59.000,android,com.android.launcher3,Launcher3,1
Sat 17:49:11.000,android,com.aware.phone,AWARE,0
Sat 17:50:02.000,android,com.android.systemui,System UI,1
Sat 17:50:11.000,android,com.aware.phone,AWARE,0
Sat 21:53:26.000,android,com.android.systemui,System UI,1
Sat 21:53:49.000,android,com.android.chrome,Chrome,1
Sat 21:56:11.000,android,com.facebook.orca,Messenger,0
Sat 21:56:35.000,android,com.google.android.inputmethod.latin,Gboard,1
Sat 00:17:15.001,android,com.android.systemui,System UI,1
Sat 00:18:11.001,android,com.android.settings,Settings,1
Sat 00:18:51.001,android,com.google.android.inputmethod.latin,Gboard,1
Sat 00:19:46.001,android,com.android.settings,Settings,1
Sat 01:17:11.001,android,com.android.launcher3,Launcher3,1
Sat 01:17:51.001,android,com.android.launcher3,Launcher3,1
Sat 01:18:59.001,android,com.aware.phone,AWARE,0
Sat 01:19:11.001,android,com.android.launcher3,Launcher3,1
Sat 01:19:30.001,android,com.android.chrome,Chrome,1
Sat 15:58:11.001,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
Sat 15:58:39.001,android,com.android.chrome,Chrome,1
Sat 17:48:59.001,android,com.android.launcher3,Launcher3,1
Sat 17:49:11.001,android,com.aware.phone,AWARE,0
Sat 17:50:02.001,android,com.android.systemui,System UI,1
Sat 17:50:11.001,android,com.aware.phone,AWARE,0
Sat 21:53:26.001,android,com.android.systemui,System UI,1
Sat 21:53:49.001,android,com.android.chrome,Chrome,1
Sat 21:56:11.001,android,com.facebook.orca,Messenger,0
Sat 21:56:35.001,android,com.google.android.inputmethod.latin,Gboard,1
Sun 00:05:11.001,android,com.android.systemui,System UI,1
Sun 00:05:37.001,android,com.facebook.orca,Messenger,0
Sun 00:06:49.001,android,com.android.chrome,Chrome,1
@ -80,9 +84,9 @@ Sun 22:02:30.001,android,com.android.launcher3,Launcher3,1
Sun 22:03:00.001,android,com.fanduel.android.self,FanDuel,0
Sun 22:04:00.001,android,com.android.launcher3,Launcher3,1
Sun 22:04:10.001,android,com.android.chrome,Chrome,1
Sun 22:04:20.001,android,Gboard,1
Mon 03:01:01.001,android,System UI,1
Mon 03:01:20.001,android,Chrome,1
Sun 22:04:20.001,android,com.google.android.inputmethod.latin,Gboard,1
Mon 03:01:01.001,android,com.android.systemui,System UI,1
Mon 03:01:20.001,android,com.android.chrome,Chrome,1
Mon 03:03:46.001,android,com.android.systemui,System UI,1
Mon 03:03:50.001,android,com.android.chrome,Chrome,1
Mon 21:05:00.001,android,com.android.launcher3,Launcher3,1

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tests/data/processed/features/mtz_event/android/phone_applications_foreground.csv
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tests/data/processed/features/mtz_event/empatica/phone_applications_foreground.csv
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tests/data/processed/features/mtz_event/empty/phone_applications_foreground.csv
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tests/data/processed/features/mtz_event/fitbit/phone_applications_foreground.csv
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tests/data/processed/features/mtz_event/ios/phone_applications_foreground.csv
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tests/data/processed/features/mtz_frequency/android/phone_applications_foreground.csv
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tests/data/processed/features/mtz_frequency/empatica/phone_applications_foreground.csv
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tests/data/processed/features/mtz_frequency/fitbit/phone_applications_foreground.csv
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tests/data/processed/features/mtz_frequency/ios/phone_applications_foreground.csv
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tests/data/processed/features/mtz_periodic/android/phone_applications_foreground.csv
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tests/data/processed/features/mtz_periodic/empatica/phone_applications_foreground.csv
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tests/data/processed/features/mtz_periodic/empty/phone_applications_foreground.csv
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tests/data/processed/features/mtz_periodic/fitbit/phone_applications_foreground.csv
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tests/data/processed/features/mtz_periodic/ios/phone_applications_foreground.csv
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tests/data/processed/features/stz_event/android/phone_applications_foreground.csv
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tests/data/processed/features/stz_event/empatica/phone_applications_foreground.csv
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tests/data/processed/features/stz_event/fitbit/phone_applications_foreground.csv
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tests/data/processed/features/stz_frequency/android/phone_applications_foreground.csv
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tests/data/processed/features/stz_frequency/empatica/phone_applications_foreground.csv
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tests/data/processed/features/stz_frequency/fitbit/phone_applications_foreground.csv
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tests/data/processed/features/stz_periodic/android/phone_applications_foreground.csv
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tests/settings/mtz_event_config.yaml
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@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"]
APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

7
tests/settings/mtz_frequency_config.yaml
View File

@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"]
APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

7
tests/settings/mtz_periodic_config.yaml
View File

@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"]
APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

7
tests/settings/stz_event_config.yaml
View File

@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"]
APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

7
tests/settings/stz_frequency_config.yaml
View File

@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"]
APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["countepisode","minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

7
tests/settings/stz_periodic_config.yaml
View File

@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"]
APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

34
tools/config.schema.yaml
View File

@ -346,8 +346,15 @@ properties:
uniqueItems: True
items:
type: string
CUSTOM_CATEGORIES:
type: ["null", object]
additionalProperties:
type: array
uniqueItems: True
items:
type: string
MULTIPLE_CATEGORIES:
type: object
type: ["null", object]
additionalProperties:
type: array
uniqueItems: True
@ -369,10 +376,27 @@ properties:
items:
type: string
FEATURES:
uniqueItems: True
items:
type: string
enum: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
type: ["null", object]
required: [APP_EVENTS, APP_EPISODES]
properties:
APP_EVENTS:
type: array
uniqueItems: True
items:
type: string
enum: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES:
type: array
uniqueItems: True
items:
type: string
enum: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN:
type: integer
minimum: 0
IGNORE_EPISODES_LONGER_THAN:
type: integer
minimum: 0
PHONE_APPLICATIONS_NOTIFICATIONS:
type: object