Since vbench was (at least in part) an inspiration for Airspeed Velocity (asv), I think getting something like this set up for pandas would be useful and extremely helpful for us and for asv. We have a ton of vbench code and we'd probably be a great project for pushing the boundaries of and finding edge cases in asv. This would also be a great for someone to get to know the scale of datasets for which pandas was designed.
Here's a nice demo of astropy using asv: http://mdboom.github.io/astropy-benchmark
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