65 lines
5.3 KiB
Markdown
65 lines
5.3 KiB
Markdown
# Phone Calls
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Sensor parameters description for `[PHONE_CALLS]`:
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|Key | Description |
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|----------------|-----------------------------------------------------------------------------------------------------------------------------------
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|`[TABLE]`| Database table where the calls data is stored
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## RAPIDS Provider
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!!! info "Available day segments and platforms"
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- Available for all day segments
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- Available for Android and iOS
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!!! info "File Sequence"
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```bash
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- data/raw/{pid}/phone_calls_raw.csv
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- data/raw/{pid}/phone_calls_with_datetime.csv
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- data/raw/{pid}/phone_calls_with_datetime_unified.csv
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- data/interim/{pid}/phone_calls_features/phone_calls_{language}_{provider_key}.csv
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- data/processed/features/{pid}/phone_calls.csv
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```
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Parameters description for `[PHONE_CALLS][PROVIDERS][RAPIDS]`:
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| Key | Description |
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|-------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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|`[COMPUTE]`| Set to `True` to extract `PHONE_CALLS` features from the `RAPIDS` provider|
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| `[CALL_TYPES]` | The particular call_type that will be analyzed. The options for this parameter are incoming, outgoing or missed. |
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| `[FEATURES]` | Features to be computed for `outgoing`, `incoming`, and `missed` calls. Note that the same features are available for both incoming and outgoing calls, while missed calls has its own set of features. See the tables below. |
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Features description for `[PHONE_CALLS][PROVIDERS][RAPIDS]` incoming and outgoing calls:
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|Feature |Units |Description|
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|-------------------------- |---------- |---------------------------|
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|count |calls |Number of calls of a particular `call_type` occurred during a particular `day_segment`.
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|distinctcontacts |contacts |Number of distinct contacts that are associated with a particular `call_type` for a particular `day_segment`
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|meanduration |seconds |The mean duration of all calls of a particular `call_type` during a particular `day_segment`.
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|sumduration |seconds |The sum of the duration of all calls of a particular `call_type` during a particular `day_segment`.
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|minduration |seconds |The duration of the shortest call of a particular `call_type` during a particular `day_segment`.
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|maxduration |seconds |The duration of the longest call of a particular `call_type` during a particular `day_segment`.
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|stdduration |seconds |The standard deviation of the duration of all the calls of a particular `call_type` during a particular `day_segment`.
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|modeduration |seconds |The mode of the duration of all the calls of a particular `call_type` during a particular `day_segment`.
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|entropyduration |nats |The estimate of the Shannon entropy for the the duration of all the calls of a particular `call_type` during a particular `day_segment`.
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|timefirstcall |minutes |The time in minutes between 12:00am (midnight) and the first call of `call_type`.
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|timelastcall |minutes |The time in minutes between 12:00am (midnight) and the last call of `call_type`.
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|countmostfrequentcontact |calls |The number of calls of a particular `call_type` during a particular `day_segment` of the most frequent contact throughout the monitored period.
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Features description for `[PHONE_CALLS][PROVIDERS][RAPIDS]` missed calls:
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|Feature |Units |Description|
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|-------------------------- |---------- |---------------------------|
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|count |calls |Number of `missed` calls that occurred during a particular `day_segment`.
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|distinctcontacts |contacts |Number of distinct contacts that are associated with `missed` calls for a particular `day_segment`
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|timefirstcall |minutes |The time in hours from 12:00am (Midnight) that the first `missed` call occurred.
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|timelastcall |minutes |The time in hours from 12:00am (Midnight) that the last `missed` call occurred.
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|countmostfrequentcontact |calls |The number of `missed` calls during a particular `day_segment` of the most frequent contact throughout the monitored period.
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!!! note "Assumptions/Observations"
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1. Traces for iOS calls are unique even for the same contact calling a participant more than once which renders `countmostfrequentcontact` meaningless and `distinctcontacts` equal to the total number of traces.
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2. `[CALL_TYPES]` and `[FEATURES]` keys in `config.yaml` need to match. For example, `[CALL_TYPES]` `outgoing` matches the `[FEATURES]` key `outgoing`
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3. iOS calls data is transformed to match Android calls data format. See our [algorithm](algorithms/phone-algorithms.md#phone-calls)
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