Similarly, for me as an R person `polars` feels a bit more like R than `pandas`

    q = (
        pl.scan_csv("docs/data/iris.csv")
        .filter(pl.col("sepal_length") > 5)
        .group_by("species")
        .agg(pl.all().sum())
    )

    df = q.collect()