Season-1 Product in Data - Diving Deep into Everything Data - 8. Product in Data - Airbnb’s Data Quality Score: A New Standard for Data Quality Measurement

8. Product in Data - Airbnb’s Data Quality Score: A New Standard for Data Quality Measurement

11/04/24 • 12 min

Season-1 Product in Data - Diving Deep into Everything Data

Discover Airbnb’s innovative Data Quality Score, a data quality scoring system designed to enhance data accuracy, reliability, stewardship, and usability. This episode unpacks how the DQ Score incentivizes data producers and guides data consumers, empowering better decision-making. Tune in to learn about the impact of quality metrics in data management and Airbnb’s future plans for expanding this transformative approach. Perfect for data professionals and enthusiasts seeking to understand cutting-edge data quality systems

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7. Product in Data - Inside Airbnb’s Data Classification: Personal Data, Cataloging, and “Shift Left” Strategies

Explore how Airbnb tackles personal data classification with a focus on accuracy, speed, and recall. This episode dives into their three-pillar approach—cataloging, detection, and reconciliation—and reveals key takeaways from their journey, including early data owner engagement, unified strategies, and the “Shift Left” method for proactive data classification. Perfect for professionals interested in robust data management systems and privacy-focused innovation.

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9. Product in Data - Airbnb’s Wall Framework: Tackling Data Bugs in Analytics with Scalable Quality Checks

Explore Airbnb’s “Wall” framework, a breakthrough tool in data quality management designed to prevent data bugs across analytics systems. This episode dives into how Wall simplifies data quality checks with YAML configuration and a user-friendly interface, bringing flexibility and scalability to Airbnb’s data ecosystem. Essential listening for data engineers and professionals eager to enhance their data quality workflows with innovative solutions