Tis is a work in progress. The work is being tracked here.

Data Reference

Example Queries

This is a work in progress. The work is being tracked here.


The events dataset contains one row for each event in a main ping. This dataset is derived from main_summary so any of main_summary's filters affect this dataset as well.

Data is currently available from 2017-01-05 on.


The events dataset is updated daily, shortly after main_summary is updated. The job is scheduled on Airflow. The DAG is here.


As of 2017-01-26, the current version of the events dataset is v1, and has a schema as follows:

 |-- document_id: string (nullable = true)
 |-- client_id: string (nullable = true)
 |-- normalized_channel: string (nullable = true)
 |-- country: string (nullable = true)
 |-- locale: string (nullable = true)
 |-- app_name: string (nullable = true)
 |-- app_version: string (nullable = true)
 |-- os: string (nullable = true)
 |-- os_version: string (nullable = true)
 |-- subsession_start_date: string (nullable = true)
 |-- subsession_length: long (nullable = true)
 |-- sync_configured: boolean (nullable = true)
 |-- sync_count_desktop: integer (nullable = true)
 |-- sync_count_mobile: integer (nullable = true)
 |-- timestamp: long (nullable = true)
 |-- sample_id: string (nullable = true)
 |-- event_timestamp: long (nullable = false)
 |-- event_category: string (nullable = false)
 |-- event_method: string (nullable = false)
 |-- event_object: string (nullable = false)
 |-- event_string_value: string (nullable = true)
 |-- event_map_values: map (nullable = true)
 |    |-- key: string
 |    |-- value: string
 |-- submission_date_s3: string (nullable = true)
 |-- doc_type: string (nullable = true)

Currently, client-side event telemetry is undocumented. This doc will link to those once they're published.

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