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…☆70,486Jul 6, 2026Updated last month
- Python Data Science Handbook: full text in Jupyter Notebooks☆49,569Jun 26, 2024Updated 2 years ago
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆49,502Updated this week
- 10 Weeks, 20 Lessons, Data Science for All!☆36,564Updated this week
- A Fast, Extensible Progress Bar for Python and CLI☆31,271Updated this week
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆29,303Mar 20, 2024Updated 2 years ago
- Download market data from Yahoo! Finance's API☆24,922Updated this week
- Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.☆23,735Oct 28, 2025Updated 9 months ago
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,825Updated 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☆18,091Jan 24, 2026Updated 6 months ago
- PyGWalker: Turn your dataframe into an interactive UI for visual analysis☆15,926Updated this week
- TuShare is a utility for crawling historical data of China stocks☆15,339Mar 13, 2024Updated 2 years ago
- Statistical data visualization in Python☆13,988Jul 6, 2026Updated last month
- Parallel computing with task scheduling☆13,885Updated this week
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,661Apr 22, 2026Updated 3 months 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…☆13,240Jun 2, 2024Updated 2 years ago
- Practice your pandas skills!☆13,016Oct 17, 2025Updated 9 months ago
- Open Machine Learning Course☆10,687Mar 1, 2026Updated 5 months ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,391Feb 10, 2026Updated 5 months ago
- cuDF - GPU DataFrame Library☆9,725Updated this week
- A terminal spreadsheet multitool for discovering and arranging data☆9,233Updated this week
- 《利用Python进行数据分析·第2版》☆8,973May 13, 2026Updated 2 months ago
- Repository to store sample python programs for python learning☆7,322Jul 24, 2025Updated last year
- the portable Python dataframe library☆6,622Updated this week
- Instant Kubernetes-Native Application Observability☆6,508Jul 30, 2026Updated last week
- 🍊 Orange: Interactive data analysis☆5,658Aug 1, 2026Updated last week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,377Mar 20, 2024Updated 2 years ago
- Python tools for geographic data☆5,220Updated this week
- Visualizer for pandas data structures☆5,212Jul 24, 2026Updated 2 weeks ago
- pandas中文教程☆5,179Apr 24, 2024Updated 2 years ago
- Technical Analysis Library using Pandas and Numpy☆5,140Mar 18, 2026Updated 4 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☆5,318Jul 10, 2026Updated 3 weeks ago
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆5,055Apr 15, 2026Updated 3 months ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,031Sep 22, 2023Updated 2 years ago
- Time series forecasting with PyTorch☆4,969Updated this week
- A python wrapper for Alpha Vantage API for financial data.☆4,884Jul 26, 2026Updated 2 weeks ago
- Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.☆4,837Updated this week
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,823Aug 3, 2026Updated last week
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,653May 8, 2018Updated 8 years ago
- A light-weight, flexible, and expressive statistical data testing library☆4,425Updated this week