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http://stackoverflow.com/questions/22845856/performance-issues-with-groupbys-last-in-pandas/22846215#22846215
want to run all built-in functions (e.g. first,last,nth,sum,min...etc with large number of groups, say 10000 to verify perf.
first,last,nth,sum,min