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Earlier quoted context omitted.
even for just in-memory quick data analysis?
spinning up a venv with duckdb: 5 minutes using sql everywhere; never having to remember dataframe syntax: timeless
Earlier quoted context omitted.
Agreed, as an R and polars user. The fundamental advantage R holds over other languages/libraries is expressions. The ability to reference columns directly AND interoperate with vectorized base ops in R is unfair. Of course, this super power is equally confusing to learners, fraught for production code, etc.
do you have a snippet of what this looks like in R?
purchases |>
group_by(country) |>
filter(amount
summarize(total = sum(amount - discount))Earlier quoted context omitted.
spinning up a venv with duckdb: 5 minutes using sql everywhere; never having to remember dataframe syntax: timeless
what is the visualisation strategy here? I find post-hoc grouping and plotting in pandas pretty satisfying.