Querying the entire internet with DuckDB and Common Crawl ·
Common Crawl publishes petabytes of web crawl data on S3. With DuckDB you can query it directly, no cluster and no download, and measure how fast the vibe-coded web is really growing.
Common Crawl publishes petabytes of web crawl data on S3. With DuckDB you can query it directly, no cluster and no download, and measure how fast the vibe-coded web is really growing.
If you've inherited a bucket full of thousands of tiny JSON files—one per API call, one per event, one per log minute—you know the pain: slow scans, schema anxiety, and rising warehouse bills. This guide shows you how to consolidate them into clean Parquet with DuckDB: handling schema drift, maintaining lineage, optimizing performance, and integrating with dbt. Touch your raw files once, then model against something stable.