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DataFlow

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DataFlow helps researchers, survey agencies, universities, and NGOs detect and resolve data quality issues while fieldwork is still underway. The desktop application connects to ODK Central, SurveyCTO, and SurveyLoopr, and supports importing CSV and Excel datasets. Key capabilities: - Automated checks for duplicates, outliers, interview duration, missing values, logic inconsistencies, GPS issues, and back-check differences. - Local AI assistance without sending survey records to external AI services. - Collaborative project review for research teams. - Gamified quality-control workflows that make resolving issues more engaging. - Traceable, reversible corrections and Stata do-file exports for reproducibility. - Unlimited projects across paid plans. DataFlow is built around research-grade data quality workflows developed through ARCED Foundation's experience conducting field surveys. A sample study containing 600 interviews is available to explore without creating an account. Pricing: $19 per user/month, with a limited launch offer of $99/year for five team members. Website: https://letdataflow.com

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