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.
- 30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may t…☆51,149Updated last week
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆46,846Updated this week
- Python Data Science Handbook: full text in Jupyter Notebooks☆45,765Updated last year
- 10 Weeks, 20 Lessons, Data Science for All!☆31,079Updated last week
- A Fast, Extensible Progress Bar for Python and CLI☆30,528Updated 4 months ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,588Updated last year
- Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.☆22,271Updated this week
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆20,751Updated this week
- Download market data from Yahoo! Finance's API☆19,478Updated last month
- PyGWalker: Turn your dataframe into an interactive UI for visual analysis☆15,260Updated 3 months 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☆15,014Updated 7 months ago
- TuShare is a utility for crawling historical data of China stocks☆13,966Updated last year
- Parallel computing with task scheduling☆13,535Updated this week
- Statistical data visualization in Python☆13,491Updated 3 months ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,202Updated 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…☆11,973Updated last year
- Practice your pandas skills!☆11,724Updated last year
- Modin: Scale your Pandas workflows by changing a single line of code☆10,303Updated 2 weeks ago
- Open Machine Learning Course☆10,251Updated last month
- cuDF - GPU DataFrame Library☆9,239Updated last week
- 《利用Python进行数据分析·第2版》☆8,592Updated last month
- A terminal spreadsheet multitool for discovering and arranging data☆8,491Updated last week
- Repository to store sample python programs for python learning☆7,200Updated 2 months ago
- Instant Kubernetes-Native Application Observability☆6,185Updated last week
- the portable Python dataframe library☆6,149Updated this week
- 🍊 Orange: Interactive data analysis☆5,359Updated last week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,321Updated last year
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆5,003Updated 2 months ago
- Visualizer for pandas data structures☆4,999Updated last month
- pandas中文教程☆4,992Updated last year
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,940Updated 2 years ago
- Python tools for geographic data☆4,915Updated last week
- Technical Analysis Library using Pandas and Numpy☆4,787Updated last year
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,652Updated 7 years ago
- Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.☆4,627Updated 2 weeks ago
- A python wrapper for Alpha Vantage API for financial data.☆4,633Updated 2 months ago
- Time series forecasting with PyTorch☆4,560Updated last week
- Missing data visualization module for Python.☆4,149Updated last year
- pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoD…☆4,066Updated this week
- A light-weight, flexible, and expressive statistical data testing library☆4,045Updated 2 weeks ago