You can also use duckplyr as a drop in replacing for dplyr. Automatically fails over to dplyr for unsupported behavior, and for most operations is notably faste

You can also use duckplyr as a drop in replacing for dplyr. Automatically fails over to dplyr for unsupported behavior, and for most operations is notably faster. Data.Table is competitive with DuckDb in many cases, though as a DuckDB enthusiast I hate to admit this. :)