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Transformation Tools
Transformation tools help you clean, model, and prepare data for analysis. They enable version-controlled, tested data pipelines that turn raw data into analytics-ready datasets. Most modern transformation happens inside the data warehouse using SQL.
7 tools in this category
Apache Spark
Unified analytics engine for large-scale data processing
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Coalesce
Visual data transformation for Snowflake
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Dataform
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dbt
Transform data in your warehouse using SQL and software engineering best practices
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Pandas
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Polars
Lightning-fast DataFrame library for Rust and Python
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SQLMesh
Next-generation SQL transformation framework
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