Bitly Data from 1.USA.gov

Use Cases

This dataset is used to analyze user data from the 1.USA.gov URL shortening service. The analysis, as demonstrated in the accompanying notebook, focuses on counting time zones from the user data to understand the geographic distribution of users.

Citation

Wes McKinney. (November 15, 2017). "Bitly Data from 1.USA.gov", Version 3. Retrieved September 14, 2025 from https://raw.githubusercontent.com/wesm/pydata-book/refs/heads/3rd-edition/datasets/bitly_usagov/example.txt.

Notebooks