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…☆75,204Updated this week
- Python Data Science Handbook: full text in Jupyter Notebooks☆50,086Jun 26, 2024Updated 2 years ago
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆49,913Updated this week
- 10 Weeks, 20 Lessons, Data Science for All!☆37,484Sep 13, 2026Updated 3 weeks ago
- A Fast, Extensible Progress Bar for Python and CLI☆31,351Sep 20, 2026Updated 2 weeks ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆29,360Mar 20, 2024Updated 2 years ago
- Download market data from Yahoo! Finance's API☆25,425Updated this week
- Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.☆23,818Oct 28, 2025Updated 11 months ago
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆22,029Updated 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☆18,843Jan 24, 2026Updated 8 months ago
- PyGWalker: Turn your dataframe into an interactive UI for visual analysis☆15,983Sep 5, 2026Updated last month
- TuShare is a utility for crawling historical data of China stocks☆15,443Mar 13, 2024Updated 2 years ago
- Statistical data visualization in Python☆14,056Jul 6, 2026Updated 2 months ago
- Parallel computing with task scheduling☆13,932Updated this week
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,719Sep 11, 2026Updated 3 weeks ago
- 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…☆13,391Jun 2, 2024Updated 2 years ago
- Practice your pandas skills!☆13,144Oct 17, 2025Updated 11 months ago
- Open Machine Learning Course☆10,739Sep 3, 2026Updated last month
- Modin: Scale your Pandas workflows by changing a single line of code☆10,393Feb 10, 2026Updated 7 months ago
- A terminal spreadsheet multitool for discovering and arranging data☆9,317Updated this week
- 《利用Python进行数据分析·第2版》☆9,010Aug 26, 2026Updated last month
- Repository to store sample python programs for python learning☆7,345Jul 24, 2025Updated last year
- the portable Python dataframe library☆6,671Updated this week
- Instant Kubernetes-Native Application Observability☆6,547Sep 24, 2026Updated last week
- 🍊 Orange: Interactive data analysis☆5,717Sep 28, 2026Updated last week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,380Mar 20, 2024Updated 2 years ago
- Python tools for geographic data☆5,273Sep 28, 2026Updated last week
- Visualizer for pandas data structures☆5,227Jul 24, 2026Updated 2 months ago
- pandas中文教程☆5,203Apr 24, 2024Updated 2 years ago
- Technical Analysis Library using Pandas and Numpy☆5,232Mar 18, 2026Updated 6 months ago
- A股自动选股系统 — 多种技术形态自动扫描，收 盘后自动运行并推送飞书☆7,785Jul 10, 2026Updated 2 months ago
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆5,063Apr 15, 2026Updated 5 months ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,047Sep 22, 2023Updated 3 years ago
- Time series forecasting with PyTorch☆5,003Updated this week
- A python wrapper for Alpha Vantage API for financial data.☆4,923Jul 26, 2026Updated 2 months ago
- Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.☆4,841Updated this week
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,878Aug 10, 2026Updated last month
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,651May 8, 2018Updated 8 years ago
- A light-weight, flexible, and expressive statistical data testing library☆4,471Updated this week