Our columnar compression, available to all PostgreSQL databases via the TimescaleDB extension, transforms automatically created time-based partitions into a columnar format, optimizing storage space and query performance. By storing data values from the same column together and using specialized algorithms for compression based on the data type of such columns, this method capitalizes on the natural tendencies of time-series data.