4 Faster Pandas Alternatives for Data Analysis

Performance Benchmark on Popular Data Analysis Tools

Chengzhi Zhao
Towards Data Science
9 min readFeb 9, 2023

--

Photo by Mateusz Butkiewicz on Unsplash

Pandas is no doubt one of the most popular libraries in Python. Its DataFrame is intuitive and has rich APIs for data manipulation tasks. Many Python libraries integrated with Pandas DataFrame to increase their adoption rate.

--

--