Back
Similar todos
Manually go through female data from genderize 
#femake
Go through list and sort by gender with genderize.io #femake
update all genders from prior customers
clean up dataset of 281570 salaries 
#reactd32018
Finish to cleanup the data 
#curated
More data cleanup 
#sparkbase
make gender balancer thingy sort 
#remoteworkers profiles
Fix no last_name h/t @marie_dm 
#wipdesktop
Finish adding stats
#gddg Do final cleanup
added gender and some more race results by series over a time span option
Finished entering manual data