pandas - Python Data Analysis Library

If you use pandas for a scientific publication, we would appreciate citations to the published software and the following paper:
pandas on Zenodo, Please find us on Zenodo and replace with the citation for the version you are using. You can replace the full author list from there with "The pandas development team" like in the example below.
Data structures for statistical computing in python, McKinney, Proceedings of the 9th Python in Science Conference, Volume 445, 2010.
When using the project name pandas, please use it in lower case, even at the beginning of a sentence.
The official logos of pandas are:
The pandas logo is available in full color and white accent. The full color logo should only appear against white backgrounds. The white accent logo should go against contrasting color background.
When using the logo, please follow the next directives:
© 2026 pandas via NumFOCUS, Inc.