Columnar vs Row

Concepts: paColumnarVsRow

The 10-Second Answer 'Parquet stores data by column instead of by row. Analytical queries that only need 3 out of 100 columns read 97% less data. Same-type values grouped together compress 10x better. And row group statistics let the engine skip chunks without reading them.' Done. Three benefits, one sentence each. That is the answer.