I'm looking for a dataset that has some properties:
- it has at least one feature that is categorical and that takes more than 1000 different values (when I say 1000, it's an order of magnitude, it can be 900)
- these features' values have a meaning in english (like city names, ingredients, auto parts...)
- it has to contain a target value so that it would be possible to make predictions that have some meaning
I'm looking for a dataset like this because I want to test different methods to handle categorical data (one-hot-encoding, embeddings, knowledge graphs...) and do some benchmarks.
I already found one dataset that correspond to what I am looking for, but I would love to have a choice between several. Here it is: https://www.kaggle.com/c/whats-cooking-kernels-only/
I looked on Kaggle, OpenML and several "Awesome lists" of datasets on GitHub, but I did not find anything except the one dataset I talked about.