Pandas / Dask - group by & aggregating a large CSV blows the memory and/or takes quite a while

Question

I\'m trying a small POC to try to group by & aggregate to reduce data from a large CSV in pandas and Dask, and I\'m observing high memory usage and/or slower than I would ex