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…☆59,441Mar 4, 2026Updated 2 weeks ago
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆48,152Updated this week
- Python Data Science Handbook: full text in Jupyter Notebooks☆47,054Jun 26, 2024Updated last year
- 10 Weeks, 20 Lessons, Data Science for All!☆34,190Mar 9, 2026Updated last week
- A Fast, Extensible Progress Bar for Python and CLI☆31,029Feb 14, 2026Updated last month
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,913Mar 20, 2024Updated last year
- Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.☆23,339Oct 28, 2025Updated 4 months ago
- Download market data from Yahoo! Finance's API☆22,181Updated this week
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,289Updated 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☆16,457Jan 24, 2026Updated last month
- PyGWalker: Turn your dataframe into an interactive UI for visual analysis☆15,688Mar 2, 2026Updated 2 weeks ago
- TuShare is a utility for crawling historical data of China stocks☆14,623Mar 13, 2024Updated 2 years ago
- Parallel computing with task scheduling☆13,765Updated this week
- Statistical data visualization in Python☆13,767Jan 22, 2026Updated last month
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,428Mar 3, 2026Updated 2 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…☆12,760Jun 2, 2024Updated last year
- Practice your pandas skills!☆12,260Oct 17, 2025Updated 5 months ago
- Open Machine Learning Course☆10,470Mar 1, 2026Updated 2 weeks ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,363Feb 10, 2026Updated last month
- cuDF - GPU DataFrame Library☆9,558Updated this week
- A terminal spreadsheet multitool for discovering and arranging data☆8,890Updated this week
- 《利用Python进行数据分析·第2版》☆8,828Feb 2, 2026Updated last month
- Repository to store sample python programs for python learning☆7,276Jul 24, 2025Updated 7 months ago
- the portable Python dataframe library☆6,451Updated this week
- Instant Kubernetes-Native Application Observability☆6,373Mar 5, 2026Updated last week
- 🍊 Orange: Interactive data analysis☆5,570Mar 9, 2026Updated last week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,370Mar 20, 2024Updated last year
- pandas中文教程☆5,105Apr 24, 2024Updated last year
- Visualizer for pandas data structures☆5,069Updated this week
- Python tools for geographic data☆5,066Updated this week
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆5,047Feb 24, 2026Updated 3 weeks ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,990Sep 22, 2023Updated 2 years ago
- Technical Analysis Library using Pandas and Numpy☆4,908Jul 17, 2024Updated last year
- Time series forecasting with PyTorch☆4,827Mar 11, 2026Updated last week
- Mimesis is a fast Python library for generating fake data in multiple languages.☆4,797Mar 4, 2026Updated 2 weeks ago
- A python wrapper for Alpha Vantage API for financial data.☆4,743Mar 3, 2026Updated 2 weeks ago
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,661May 8, 2018Updated 7 years ago
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,474Updated this week
- A light-weight, flexible, and expressive statistical data testing library☆4,254Updated this week
- Missing data visualization module for Python.☆4,198May 14, 2024Updated last year