Nowadays I'm mostly using duckdb/chdb to process/transform data. I use polars mainly to view results output by duckdb/chdb. I like polars and I always use it over pandas but I must say that pandas slicing is certainly missed (or just ability to utilize slicing, not necessarily like pandas)