parthmaul

I stumbled along and made the changes you recommended! Seems to be working fine. Thanks again for the tip!

Thank you! Using this at work for help with customer segmentation

Thanks for sharing your feedback! Great idea on using .txt instead - I'll make a change for that. (My first time sharing a package I've prepared on github, so I'm a noob with that kind of stuff)

There are names in the current json file classified as "N" which stands for non-binary, but the frequency is quite low. "N" is based on if the frequency of "M" == "F" or if the frequencies are within a certain magnitude of each other. (magnitude calculation is based on proportions testing) With that being said, maybe it'd be worth adding functionality for a user to upload their own gender_lookup file?