Data Structures for Statistical Computing in Python. - Wes McKinney (SciPy, 2010)

gpustats: GPU Library for Statistical Computing in Python. - Andrew Cron; Wes McKinney (SciPy, 2011)

Time Series Analysis in Python with statsmodels. - Wes McKinney; Josef Perktold; Skipper Seabold (SciPy, 2011)

Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats. - Tianyu Li 001; Matthew Butrovich; Amadou Ngom; Wan Shen Lim; Wes McKinney; Andrew Pavlo (Proc. VLDB Endow., 2020)

It Takes a Community: The Open-source Challenge. - Reynold Xin; Wes McKinney; Alan Gates; Chris McCubbin (ACM Queue, 2021)

The Composable Data Management System Manifesto. - Pedro Pedreira; Orri Erling; Konstantinos Karanasos; Scott Schneider 001; Wes McKinney; Satyanarayana R. Valluri; Mohamed Zaït; Jacques Nadeau (Proc. VLDB Endow., 2023)

An Empirical Evaluation of Columnar Storage Formats. - Xinyu Zeng; Yulong Hui; Jiahong Shen; Andrew Pavlo; Wes McKinney; Huanchen Zhang (Proc. VLDB Endow., 2023)

NULLS!: Revisiting Null Representation in Modern Columnar Formats. - Xinyu Zeng; Ruijun Meng; Andrew Pavlo; Wes McKinney; Huanchen Zhang (DaMoN, 2024)

Rethinking Analytical Processing in the GPU Era. - Bobbi Yogatama; Yifei Yang; Kevin Kristensen; Devesh Sarda; Abigale Kim; Adrian Cockcroft; Yu Teng; Joshua Patterson; Gregory Kimball; Wes McKinney; Weiwei Gong; Xiangyao Yu (CoRR, 2025)