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…☆46,895Updated 2 weeks ago
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆45,750Updated this week
- Python Data Science Handbook: full text in Jupyter Notebooks☆44,757Updated 11 months ago
- A Fast, Extensible Progress Bar for Python and CLI☆29,978Updated last month
- 10 Weeks, 20 Lessons, Data Science for All!☆29,754Updated this week
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,284Updated last year
- 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools☆20,287Updated this week
- Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.☆20,660Updated this week
- Download market data from Yahoo! Finance's API☆17,967Updated last week
- PyGWalker: Turn your dataframe into an interactive UI for visual analysis☆14,963Updated last 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☆13,964Updated 3 months ago
- TuShare is a utility for crawling historical data of China stocks☆13,488Updated last year
- Parallel computing with task scheduling☆13,277Updated this week
- Statistical data visualization in Python☆13,207Updated 4 months ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆12,979Updated this week
- Practice your pandas skills!☆11,413Updated 10 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…☆11,297Updated last year
- Modin: Scale your Pandas workflows by changing a single line of code☆10,192Updated this week
- Open Machine Learning Course☆10,092Updated 3 weeks ago
- cuDF - GPU DataFrame Library☆9,002Updated this week
- 《利用Python进行数据分析·第2版》☆8,359Updated 2 months ago
- A terminal spreadsheet multitool for discovering and arranging data☆8,273Updated last week
- Repository to store sample python programs for python learning☆7,078Updated 10 months ago
- Instant Kubernetes-Native Application Observability☆6,056Updated this week
- the portable Python dataframe library☆5,849Updated this week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,282Updated last year
- 🍊 Orange: Interactive data analysis☆5,231Updated last week
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆4,945Updated 2 months ago
- Visualizer for pandas data structures☆4,930Updated 3 months ago
- pandas中文教程☆4,899Updated last year
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,854Updated last year
- Python tools for geographic data☆4,791Updated this week
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,656Updated 7 years ago
- Technical Analysis Library using Pandas and Numpy☆4,669Updated 11 months ago
- Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.☆4,587Updated last month
- A python wrapper for Alpha Vantage API for financial data.☆4,516Updated last month
- Time series forecasting with PyTorch☆4,346Updated this week
- Missing data visualization module for Python.☆4,107Updated last year
- pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoD…☆4,030Updated this week
- A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep …☆3,877Updated 3 months ago