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Snowplow vs Soda

Snowplow: Collects behavioral event data from websites and apps in real time Soda: Data quality monitoring with checks written as code or in a UI

Comparison of Snowplow, Soda
Snowplow
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Soda
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CategoryData PipelinesData Quality
PricingOpen source–
Platforms
  • Web
  • Web
Best for
  • Data engineers
  • Product analysts
  • Digital product teams
  • Data engineers
  • Data analysts
  • Governance teams
Highlights
  • Define custom events with validated schemas
  • Stream behavior data in real time
  • Separate bot and agent traffic from human visits
  • Data contracts with schema and freshness checks
  • Find missing, duplicated and invalid records
  • Spot anomalies at the level of single rows
GitHub stars7k2.5k
Last update20 days ago2 days ago

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