It is a very useful benchmark! I am once suffered from this.
I tried to use Julia for a data analysis project, which should process a large amount of CSV files. There are more than 3000 CSV files a day and we have to process about two-years’ data. At last, I used Dask in Python to do this.
It would be useful to include the comparison of Pandas. Thanks for your work.