SQL and pandas together empower data scientists to query and manipulate data efficiently.
However, loading a dataset into a database server before loading it into a pandas DataFrame is typically required for SQL queries.
DuckDB eliminates this step, allowing for efficient SQL operations directly on pandas DataFrames.