Download all_data.csv from https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/data.

Run python process_labeled.py --root ROOT, where ROOT is where you downloaded ROOT. This will create all_data_with_identities.csv in the same folder, which is the labeled data that we use in WILDS.

After the above step, run python process_unlabeled.py --root ROOT, where ROOT is where you downloaded ROOT. This will create unlabeled_data_with_identities.csv in the same folder, which is the unlabeled data that we optionally use in WILDS.