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…☆60,391Mar 4, 2026Updated last month
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆48,350Updated this week
- Python Data Science Handbook: full text in Jupyter Notebooks☆47,197Jun 26, 2024Updated last year
- 10 Weeks, 20 Lessons, Data Science for All!☆34,655Mar 29, 2026Updated last week
- A Fast, Extensible Progress Bar for Python and CLI☆31,082Feb 14, 2026Updated last month
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,956Mar 20, 2024Updated 2 years ago
- Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.☆23,437Oct 28, 2025Updated 5 months ago
- Download market data from Yahoo! Finance's API☆22,738Updated this week
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,352Mar 25, 2026Updated 2 weeks ago
- 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☆16,710Jan 24, 2026Updated 2 months ago
- PyGWalker: Turn your dataframe into an interactive UI for visual analysis☆15,702Mar 2, 2026Updated last month
- TuShare is a utility for crawling historical data of China stocks☆14,733Mar 13, 2024Updated 2 years ago
- Parallel computing with task scheduling☆13,784Updated this week
- Statistical data visualization in Python☆13,793Jan 22, 2026Updated 2 months ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,472Mar 3, 2026Updated last month
- 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…☆12,829Jun 2, 2024Updated last year
- Practice your pandas skills!☆12,343Oct 17, 2025Updated 5 months ago
- Open Machine Learning Course☆10,533Mar 1, 2026Updated last month
- Modin: Scale your Pandas workflows by changing a single line of code☆10,373Feb 10, 2026Updated last month
- cuDF - GPU DataFrame Library☆9,595Apr 1, 2026Updated last week
- A terminal spreadsheet multitool for discovering and arranging data☆8,969Mar 30, 2026Updated last week
- 《利用Python进行数据分析·第2版》☆8,868Feb 2, 2026Updated 2 months ago
- Repository to store sample python programs for python learning☆7,290Jul 24, 2025Updated 8 months ago
- the portable Python dataframe library☆6,480Updated this week
- Instant Kubernetes-Native Application Observability☆6,401Mar 31, 2026Updated last week
- 🍊 Orange: Interactive data analysis☆5,589Mar 27, 2026Updated last week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,383Mar 20, 2024Updated 2 years ago
- pandas中文教程☆5,111Apr 24, 2024Updated last year
- Visualizer for pandas data structures☆5,093Apr 1, 2026Updated last week
- Python tools for geographic data☆5,080Mar 30, 2026Updated last week
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆5,053Updated this week
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,996Sep 22, 2023Updated 2 years ago
- Technical Analysis Library using Pandas and Numpy☆4,924Mar 18, 2026Updated 3 weeks ago
- Time series forecasting with PyTorch☆4,853Mar 28, 2026Updated last week
- Mimesis is a fast Python library for generating fake data in multiple languages.☆4,797Mar 23, 2026Updated 2 weeks ago
- A python wrapper for Alpha Vantage API for financial data.☆4,756Mar 3, 2026Updated last month
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,667May 8, 2018Updated 7 years ago
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,548Updated this week
- A light-weight, flexible, and expressive statistical data testing library☆4,284Updated this week
- Missing data visualization module for Python.☆4,197May 14, 2024Updated last year