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…☆63,996Apr 4, 2026Updated 2 months ago
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆48,892Jun 2, 2026Updated last week
- Python Data Science Handbook: full text in Jupyter Notebooks☆48,447Jun 26, 2024Updated last year
- 10 Weeks, 20 Lessons, Data Science for All!☆35,541Updated this week
- A Fast, Extensible Progress Bar for Python and CLI☆31,187Updated this week
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆29,146Mar 20, 2024Updated 2 years ago
- Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.☆23,574Oct 28, 2025Updated 7 months ago
- Download market data from Yahoo! Finance's API☆24,030May 28, 2026Updated last week
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,575Updated 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☆17,399Jan 24, 2026Updated 4 months ago
- PyGWalker: Turn your dataframe into an interactive UI for visual analysis☆15,825Apr 4, 2026Updated 2 months ago
- TuShare is a utility for crawling historical data of China stocks☆15,082Mar 13, 2024Updated 2 years ago
- Statistical data visualization in Python☆13,900Jan 22, 2026Updated 4 months ago
- Parallel computing with task scheduling☆13,847Jun 1, 2026Updated last 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…☆13,022Jun 2, 2024Updated 2 years ago
- Practice your pandas skills!☆12,819Oct 17, 2025Updated 7 months ago
- Open Machine Learning Course☆10,603Mar 1, 2026Updated 3 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☆9,650Updated this week
- A terminal spreadsheet multitool for discovering and arranging data☆9,118Jun 2, 2026Updated last week
- 《利用Python进行数据分析·第2版》☆8,917May 13, 2026Updated 3 weeks ago
- Repository to store sample python programs for python learning☆7,297Jul 24, 2025Updated 10 months ago
- the portable Python dataframe library☆6,567Updated this week
- Instant Kubernetes-Native Application Observability☆6,460Updated this week
- 🍊 Orange: Interactive data analysis☆5,619May 25, 2026Updated 2 weeks ago
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,381Mar 20, 2024Updated 2 years ago
- pandas中文教程☆5,158Apr 24, 2024Updated 2 years ago
- Python tools for geographic data☆5,148Updated this week
- Visualizer for pandas data structures☆5,160May 29, 2026Updated last week
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆5,052Apr 15, 2026Updated last month
- Technical Analysis Library using Pandas and Numpy☆5,091Mar 18, 2026Updated 2 months ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,010Sep 22, 2023Updated 2 years ago
- Time series forecasting with PyTorch☆4,912Updated this week
- Mimesis is a fast Python library for generating fake data in multiple languages.☆4,813Apr 8, 2026Updated 2 months ago
- A python wrapper for Alpha Vantage API for financial data.☆4,823May 20, 2026Updated 2 weeks ago
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,658May 8, 2018Updated 8 years ago
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,717May 30, 2026Updated last week
- A light-weight, flexible, and expressive statistical data testing library☆4,363Updated this week
- Performance analysis of predictive (alpha) stock factors☆4,290Feb 12, 2024Updated 2 years ago