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…☆47,983Updated last month
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆46,091Updated this week
- Python Data Science Handbook: full text in Jupyter Notebooks☆45,081Updated last year
- A Fast, Extensible Progress Bar for Python and CLI☆30,190Updated 2 months ago
- 10 Weeks, 20 Lessons, Data Science for All!☆30,023Updated last week
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,413Updated last year
- 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools☆20,418Updated this week
- Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.☆21,152Updated 2 weeks ago
- Download market data from Yahoo! Finance's API☆18,386Updated 2 weeks ago
- PyGWalker: Turn your dataframe into an interactive UI for visual analysis☆15,043Updated 3 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☆14,303Updated 4 months ago
- TuShare is a utility for crawling historical data of China stocks☆13,612Updated last year
- Parallel computing with task scheduling☆13,360Updated last week
- Statistical data visualization in Python☆13,318Updated 2 weeks ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,055Updated last week
- Practice your pandas skills!☆11,522Updated 11 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…☆11,494Updated last year
- Modin: Scale your Pandas workflows by changing a single line of code☆10,235Updated this week
- Open Machine Learning Course☆10,132Updated 2 months ago
- cuDF - GPU DataFrame Library☆9,071Updated this week
- 《利用Python进行数据分析·第2版》☆8,473Updated this week
- A terminal spreadsheet multitool for discovering and arranging data☆8,370Updated last week
- Repository to store sample python programs for python learning☆7,114Updated last week
- Instant Kubernetes-Native Application Observability☆6,098Updated this week
- the portable Python dataframe library☆5,958Updated this week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,290Updated last year
- 🍊 Orange: Interactive data analysis☆5,272Updated this week
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆4,962Updated last month
- Visualizer for pandas data structures☆4,952Updated last week
- pandas中文教程☆4,936Updated last year
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,880Updated last year
- Python tools for geographic data☆4,828Updated last week
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,659Updated 7 years ago
- Technical Analysis Library using Pandas and Numpy☆4,713Updated last year
- Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.☆4,602Updated last week
- A python wrapper for Alpha Vantage API for financial data.☆4,556Updated this week
- Time series forecasting with PyTorch☆4,404Updated this week
- Missing data visualization module for Python.☆4,117Updated last year
- pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoD…☆4,042Updated this week
- A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep …☆3,887Updated 4 months ago