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Datasets
Data Types
Feature Data
Phone Usage

Phone Usage Features

We include all features in RAPIDS-Screen that cover the statistics of unlocking episodes (count, sum, mean, std, max, min).

We further contextualize these features at different locations (home and study places) to capture fine-grained phone usage behaviors.


Feature Name Unit Description
sumduration minutes Total duration of all unlock episodes.
maxduration minutes Longest duration of any unlock episode.
minduration minutes Shortest duration of any unlock episode.
avgduration minutes Average duration of all unlock episodes.
stdduration minutes Standard deviation duration of all unlock episodes.
countepisode episodes Number of all unlock episodes.
firstuseafter minutes Minutes until the first unlock episode.
sumduration[PLACE] minutes Total duration of all unlock episodes. [PLACE] can be living, exercise, study, greens. Same below.
maxduration[PLACE] minutes Longest duration of any unlock episode.
minduration[PLACE] minutes Shortest duration of any unlock episode.
avgduration[PLACE] minutes Average duration of all unlock episodes.
stdduration[PLACE] minutes Standard deviation duration of all unlock episodes.
countepisode[PLACE] episodes Number of all unlock episodes.
firstuseafter[PLACE] minutes Minutes until the first unlock episode.
Location
Call