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.
- Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects,…☆44,998Updated this week
- 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…☆45,464Updated 2 weeks ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆44,197Updated 9 months ago
- A Fast, Extensible Progress Bar for Python and CLI☆29,567Updated last month
- 10 Weeks, 20 Lessons, Data Science for All!☆29,104Updated last month
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,031Updated last year
- 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools☆19,921Updated this week
- Download market data from Yahoo! Finance's API☆16,525Updated this week
- PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis☆14,529Updated this week
- TuShare is a utility for crawling historical data of China stocks☆13,288Updated last year
- Parallel computing with task scheduling☆13,083Updated last week
- Statistical data visualization in Python☆12,982Updated 2 months ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆12,816Updated 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☆13,264Updated 3 weeks ago
- Practice your pandas skills!☆11,179Updated 7 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…☆10,772Updated 10 months ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,095Updated this week
- Open Machine Learning Course☆9,964Updated 2 months ago
- cuDF - GPU DataFrame Library☆8,825Updated last week
- 《利用Python进行数据分析·第2版》☆8,206Updated 7 months ago
- A terminal spreadsheet multitool for discovering and arranging data☆8,127Updated 2 weeks ago
- Repository to store sample python programs for python learning☆7,003Updated 8 months ago
- Instant Kubernetes-Native Application Observability☆5,910Updated this week
- Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators☆5,953Updated 8 months ago
- the portable Python dataframe library☆5,648Updated this week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,264Updated last year
- 🍊 Orange: Interactive data analysis☆5,054Updated 2 weeks ago
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆4,869Updated 8 months ago
- Visualizer for pandas data structures☆4,881Updated last week
- pandas中文教程☆4,793Updated 11 months ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,800Updated last year
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,621Updated 6 years ago
- Python tools for geographic data☆4,687Updated this week
- Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.☆4,513Updated last week
- Technical Analysis Library using Pandas and Numpy☆4,574Updated 8 months ago
- A python wrapper for Alpha Vantage API for financial data.☆4,449Updated 8 months ago
- Time series forecasting with PyTorch☆4,217Updated last week
- Missing data visualization module for Python.☆4,073Updated 10 months ago
- pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoD…☆3,991Updated this week