- Data Reference
- Code Reference
attitudes_daily table is a Telemetry instantiation of user responses to the Daily Attitudes Survey (DAS) over time.
It is joined to
Most Firefox surveys are point-in-time without longitudinal insights. The DAS is completed by ~300 Firefox users every day, allowing us to measure long term attitudinal trends combined with users' corresponding Telemetry attributes.
attitudes_daily table is accessible through re:dash using the
Telemetry (BigQuery) data source.
The full table name is
Here's an example query.
The DAS shows the user the following four statements, all having the same possible responses of "Agree", "Disagree" or "Neutral or not sure".
Each question has an identifier in the
attitudes_daily table as the
question_keyfield (shown in parentheses after each statement below)
- The internet is open and accessible to all (
- I trust Firefox to help me with my online privacy (
- All the sites I’ve visited recently have worked; none of them seem broken (
- Using the internet helped me meet my goals today (
User responses are processed and mapped to their
question_key's in this script, creating a table
moz-fx-data-shared-prod.external.survey_gizmo_daily_attitudes which is subsequently joined to
SELECT submission_date, value, count(DISTINCT client_id) as n FROM `moz-fx-data-shared-prod.telemetry.attitudes_daily` WHERE question_key = 'internet_accessible' AND value IS NOT NULL GROUP BY 1, 2
Distribution of responses to "I was able to get what I wanted from using the Internet today" by default search engine.
SELECT value, CASE WHEN STARTS_WITH(default_search_engine, 'google') THEN 'Google' WHEN STARTS_WITH(default_search_engine, 'ddg') THEN 'DuckDuckGo' WHEN STARTS_WITH(default_search_engine, 'bing') THEN 'Bing' ELSE 'Other' END AS search_engine, count(*) AS n FROM `moz-fx-data-shared-prod.telemetry.attitudes_daily` WHERE question_key = 'met_goals' AND value IS NOT NULL AND submission_date > DATE_SUB(CURRENT_DATE, INTERVAL '7' DAY) GROUP BY 1, 2
The data is partitioned by
As of 2019-09-15, the current version of the
attitudes_daily dataset is