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Integrating code for passive data pipeline that has been used ART-pilot study

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Passive data Pipeline

Integrating code for passive data pipeline about phone usage activity.

Description

Passive data pipeline is a set of scripts that process the data collected from the phone usage activity.

Data

The data is stored as .csv.gz. format, which the I/O module reads and convert into a Spark DataFrame for further processing.

Features

ActiveSessions

The duration of active sessions in the phone.

NotificationResponseLatency

The time between the notification is received and the user unlock the device.

AmbientLightActive

The ambient light in the phone during the active sessions.

Output

The output is 3 csv files active_sessions.csv, notification_response_latency.csv and ambient_light_active.csv.

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Integrating code for passive data pipeline that has been used ART-pilot study

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