Pandas is a powerful, open-source data analysis and manipulation library for Python, designed to make data operations intuitive and fast for application developers. It provides two primary data structures: Series (one-dimensional) and DataFrame (two-dimensional), which allow for flexible data handling similar to spreadsheet or SQL table operations. With Pandas, developers can easily perform tasks like data cleaning, aggregation, transformation, and visualization, thereby simplifying workflows in data-intensive applications. Its seamless integration with other Python libraries, such as NumPy, Matplotlib, and SciPy, enhances its capability to handle a variety of data formats and perform complex scientific computations. Pandas also offers robust I/O functionalities, enabling easy reading and writing of data from formats like CSV, Excel, SQL databases, and JSON, which facilitates rapid development and deployment of analytics-driven apps.
View the most prominent open source pandas projects in the list below. Click on a specific project to view its alternative or complementary packages. Make comparisons and find the best package for your app.
- The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge m…☆62,487Apr 4, 2026Updated last month
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆48,777Updated this week
- Python Data Science Handbook: full text in Jupyter Notebooks☆48,089Jun 26, 2024Updated last year
- 10 Weeks, 20 Lessons, Data Science for All!☆35,315May 9, 2026Updated last week
- A Fast, Extensible Progress Bar for Python and CLI☆31,153Feb 14, 2026Updated 3 months ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆29,078Mar 20, 2024Updated 2 years ago
- Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.☆23,539Oct 28, 2025Updated 6 months ago
- Download market data from Yahoo! Finance's API☆23,696Updated this week
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,523Updated this week
- 阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构☆17,140Jan 24, 2026Updated 3 months ago
- PyGWalker: Turn your dataframe into an interactive UI for visual analysis☆15,800Apr 4, 2026Updated last month
- TuShare is a utility for crawling historical data of China stocks☆14,997Mar 13, 2024Updated 2 years ago
- Statistical data visualization in Python☆13,868Jan 22, 2026Updated 3 months ago
- Parallel computing with task scheduling☆13,834Updated this week
- 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning d…☆12,988Jun 2, 2024Updated last year
- Practice your pandas skills!☆12,725Oct 17, 2025Updated 7 months ago
- Open Machine Learning Course☆10,596Mar 1, 2026Updated 2 months ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,390Feb 10, 2026Updated 3 months ago
- cuDF - GPU DataFrame Library☆9,625May 12, 2026Updated last week
- A terminal spreadsheet multitool for discovering and arranging data☆9,087May 12, 2026Updated last week
- 《利用Python进行数据分析·第2版》☆8,901Updated this week
- Repository to store sample python programs for python learning☆7,293Jul 24, 2025Updated 9 months ago
- the portable Python dataframe library☆6,535Updated this week
- Instant Kubernetes-Native Application Observability☆6,439May 12, 2026Updated last week
- 🍊 Orange: Interactive data analysis☆5,607May 8, 2026Updated last week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,385Mar 20, 2024Updated 2 years ago
- pandas中文教程☆5,150Apr 24, 2024Updated 2 years ago
- Python tools for geographic data☆5,131May 11, 2026Updated last week
- Visualizer for pandas data structures☆5,113May 11, 2026Updated last week
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆5,048Apr 15, 2026Updated last month
- Technical Analysis Library using Pandas and Numpy☆5,088Mar 18, 2026Updated 2 months ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,008Sep 22, 2023Updated 2 years ago
- Time series forecasting with PyTorch☆4,893May 12, 2026Updated last week
- Mimesis is a fast Python library for generating fake data in multiple languages.☆4,805Apr 8, 2026Updated last month
- A python wrapper for Alpha Vantage API for financial data.☆4,815Updated this week
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,664May 8, 2018Updated 8 years ago
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,665May 6, 2026Updated last week
- A light-weight, flexible, and expressive statistical data testing library☆4,338May 10, 2026Updated last week
- Performance analysis of predictive (alpha) stock factors☆4,268Feb 12, 2024Updated 2 years ago