by Surge AI

Ever wish you had a ready-made list of profanity? Maybe you want to remove NSFW comments, filter offensive usernames, or build content moderation tools, and you can't dream up enough obscenities on your own.

We're creating the world's largest profanity dataset, in 20+ languages.

This repo contains 1600+ popular English profanities and their variations.

Columns

• text: the profanity
• canonical_form_1: the profanity's canonical form
• canonical_form_2: an additional canonical form, if applicable
• canonical_form_3: an additional canonical form, if applicable
• category_1: the profanity's primary category (see below for list of categories)
• category_2: the profanity's secondary category, if applicable
• category_3: the profanity's tertiary category, if applicable
• severity_rating: We asked 5 Surge AI data labelers to rate how severe they believed each profanity to be, on a 1-3 point scale. This is the mean of those 5 ratings.
• severity_description: We rounded severity_rating to the nearest integer. Mild corresponds to a rounded mean rating of 1, Strong to 2, and Severe to 3.

We organized the profanity into the following categories:

• sexual anatomy / sexual acts (ass kisser, dick, pigfucker)
• bodily fluids / excrement (shit, cum)
• sexual orientation / gender (faggot, tranny, bitch, whore)
• racial / ethnic (chink, n3gro)
• mental disability (retard, dumbass)
• physical disability (quadriplegic bitch)
• physical attributes (fatass, ugly whore)
• animal references (pigfucker, jackass)
• religious offense (goddamn)
• political (China virus)

We'll be adding more languages and profanity annotations (e.g., augmenting each profanity with its severity level, type, and other variations) over time.

Need a larger set of expletives and slurs, or a list of swear words in other languages (Spanish, French, German, Japanese, Portuguese, etc)? We love feedback. Post an issue or reach out to profanity@surgehq.ai!

Follow us on Twitter at @HelloSurgeAI.