spaCy/extra/example_data/textcat_example_data/README.md

Examples of textcat training data

spacy JSON training files were generated from JSONL with:

python textcatjsonl_to_trainjson.py -m en file.jsonl .

cooking.json is an example with mutually-exclusive classes with two labels:

• baking
• not_baking

jigsaw-toxic-comment.json is an example with multiple labels per instance:

• insult
• obscene
• severe_toxic
• toxic

Data Sources

• cooking.jsonl: https://cooking.stackexchange.com. The meta IDs link to the original question as https://cooking.stackexchange.com/questions/ID, e.g., https://cooking.stackexchange.com/questions/2 for the first instance.
• jigsaw-toxic-comment.jsonl: Jigsaw Toxic Comments Classification Challenge

Data Licenses

• cooking.jsonl: CC BY-SA 4.0 (CC_BY-SA-4.0.txt)
• jigsaw-toxic-comment.jsonl:
  • text: CC BY-SA 3.0 (CC_BY-SA-3.0.txt)
  • annotation: CC0 (CC0.txt)