From Big Data to Better Data: Ensuring Data Quality with Verity
Lyft Engineering
OCTOBER 3, 2023
Consequences of Bad Hive Data Poor data quality in Hive caused tainted experimentation metrics, inaccurate machine learning features, and flawed executive dashboards. It will ensure the number of canceled rides for this day is not more than 3 standard deviations outside the 90-day historic mean.
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