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These are my go-to libraries for Python data crunching.
The XLOOKUP or VLOOKUP choice is tied to scenario, as most needs are fixed lookups, letting you save time with the simpler ...
Write Excel formulas that are easy to understand and don't consume lots of memory.
Speed up Excel cleanup with smarter wildcards. We compare three methods and show start or end matching your lists actually need.