Data Collection Project

Job Opportunity Participants will export their data using each application's native Data Export / Download feature. No login credentials or account access are required, and all exports are performed by the participant. Once the exports are ready, participants upload the exported ZIP files through a secure submission form. A PII (Personally Identifiable Information) removal tool is available to scrub or mask personal information before the data is shared. No raw data is forwarded to the client without PII processing. Each submitted application undergoes QA validation to ensure: successful export, correct file format, sufficient historical data, meaningful usage history, and completeness of the exported data. The export process may take anywhere from a few minutes to 24–48 hours, depending on the application, as many apps generate exports asynchronously. Participants typically initiate the export first and upload the data once it becomes available.