ETL (Extract, Transform, Load)

ETL is a data process that collects information from a source, converts it into a useful format, and loads it into a database or system.

The Three Steps of ETL

  • Extract: Pull raw data from various sources like SQL databases, CRMs, APIs, or flat files into a temporary staging area.
  • Transform: Clean, filter, sort, and map the data so it matches business rules and fits the destination system’s format.
  • Load: Write the final, processed data into a target database or data warehouse where users can run queries.

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