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dbt-snapshots

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johnathon-smith / scd-type-2-snowflake-dbt

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Production-style Slowly Changing Dimension (SCD Type 2) pipeline built with Snowflake, dbt, and AWS S3. Demonstrates secure S3 ingestion, layered bronze/silver/gold modeling, dbt snapshots for historical tracking, and analytics-ready views identifying active vs historical records.

python aws sql etl snowflake data-warehouse data-engineering dbt elt data-modeling slowly-changing-dimensions amazon-s3 scd-type-2 analytics-engineering dimensional-modeling modern-data-stack cloud-data-engineering bronze-silver-gold dbt-snapshots
  • Updated Jan 10, 2026
  • Python

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