## Example Data Sources for Final Project

The list below is not exhaustive, but should give a good idea of the types of datasets available for free online.

- [Huggingface Datasets](https://huggingface.co/docs/datasets/en/index)
- [Kaggle Datasets](https://www.kaggle.com/datasets)
- [Open Data on AWS](https://aws.amazon.com/opendata/?wwps-cards.sort-by=item.additionalFields.sortDate&wwps-cards.sort-order=desc)
- [Google Dataset search](https://toolbox.google.com/datasetsearch)
- [UCI Machine Learning Repository](https://archive.ics.uci.edu/datasets)
- [St. Louis Fed (FRED)](https://fred.stlouisfed.org/)
- [Comed hourly power price API](https://hourlypricing.comed.com/live-prices/)
- [EIA API](https://www.eia.gov/opendata/)
- [Penn World Tables in R](https://cran.r-project.org/web/packages/pwt8/pwt8.pdf)
- some lists of lists:
    - [a bunch of web APIs](https://github.com/toddmotto/public-apis)
    - [list of publicly available ML datasets](https://homepages.inf.ed.ac.uk/rbf/IAPR/researchers/MLPAGES/mldat.htm)