The Moji dataset (Blodgett et al., 2016) (
http://slanglab.cs.umass.edu/TwitterAAE/) contains tweets used for sentiment analysis (either positive or negative sentiment), with additional information on the type of English used in the tweets which is a sensitive attribute considered in fairness-aware approaches (African-American English (AAE) or Standard-American English (SAE)).
The type of language is determined thanks to a supervised model. Only the data
where the sensitive attribute is… See the full description on the dataset page:
https://huggingface.co/datasets/LabHC/moji.
