It's designed for analytics work. Some examples: * You could run a bunch of analytics queries directly on a jsonlines, csv, or parquet file (or even glob of files). * You can output directly to a pandas or polars dataframe * You can use numeric python functions inside of queries * You can also attach to S3 buckets, postgres databases, or sqlite databases and query them directly.