2.9 KiB
2.9 KiB
Phone Messages
Sensor parameters description for [PHONE_MESSAGES]
:
Key | Description |
---|---|
[CONTAINER] |
Data stream container (database table, CSV file, etc.) where the messages data is stored |
RAPIDS provider
!!! info "Available time segments and platforms" - Available for all time segments - Available for Android only
!!! info "File Sequence"
bash - data/raw/{pid}/phone_messages_raw.csv - data/raw/{pid}/phone_messages_with_datetime.csv - data/interim/{pid}/phone_messages_features/phone_messages_{language}_{provider_key}.csv - data/processed/features/{pid}/phone_messages.csv
Parameters description for [PHONE_MESSAGES][PROVIDERS][RAPIDS]
:
Key | Description |
---|---|
[COMPUTE] |
Set to True to extract PHONE_MESSAGES features from the RAPIDS provider |
[MESSAGES_TYPES] |
The messages_type that will be analyzed. The options for this parameter are received or sent . |
[FEATURES] |
Features to be computed, see table below for [MESSAGES_TYPES] received and sent |
Features description for [PHONE_MESSAGES][PROVIDERS][RAPIDS]
:
Feature | Units | Description |
---|---|---|
count | messages | Number of messages of type messages_type that occurred during a particular time_segment . |
distinctcontacts | contacts | Number of distinct contacts that are associated with a particular messages_type during a particular time_segment . |
timefirstmessages | minutes | Number of minutes between 12:00am (midnight) and the first message of a particular messages_type during a particular time_segment . |
timelastmessages | minutes | Number of minutes between 12:00am (midnight) and the last message of a particular messages_type during a particular time_segment . |
countmostfrequentcontact | messages | Number of messages from the contact with the most messages of messages_type during a time_segment throughout the whole dataset of each participant. |
!!! note "Assumptions/Observations"
1. [MESSAGES_TYPES]
and [FEATURES]
keys in config.yaml
need to match. For example, [MESSAGES_TYPES]
sent
matches the [FEATURES]
key sent