Language Lists – Blacklisted Words, Male & Female First Names, Common Surnames, & More

List of Vulgarity – each word / term is separated by a newline.

List of First Names – CSV file with fields name, gender, probability where gender is represented with either M or F with respective probability for gender accuracy.

List of Surnames – CSV file with the following fields:

name – surname / last name rank – national rank based on commonality count – number of people with the last name prop100k – proportion per 100,000 population for name cum_prop100k – same as above except cumulative proportion pctwhite – percent white pctblack – percent black or african american pctapi – percent asian, native hawaiian, and pacific islander. pctaian – percent american indian and Alaska native pct2prace – percent mix of two or more races pcthispanic – percent hispanic or latino