Row-based Storage ID Name Age City 1 John 25 NYC 2 Jane 30 SF Columnar Storage (Parquet) ID 1 2 Name John Jane Age 25 30 City NYC SF Benefits of Columnar Storage Better Compression Efficient Analytical Queries