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,…☆45,191Updated 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…☆45,946Updated last month
- Python Data Science Handbook: full text in Jupyter Notebooks☆44,318Updated 9 months ago
- A Fast, Extensible Progress Bar for Python and CLI☆29,684Updated 2 months ago
- 10 Weeks, 20 Lessons, Data Science for All!☆29,312Updated 2 months ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,124Updated last year
- 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools☆20,007Updated last week
- Download market data from Yahoo! Finance's API☆16,757Updated 3 weeks ago
- PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis☆14,613Updated 2 weeks ago
- TuShare is a utility for crawling historical data of China stocks☆13,334Updated last year
- Parallel computing with task scheduling☆13,136Updated last week
- Statistical data visualization in Python☆13,054Updated 2 months ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆12,869Updated 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☆13,490Updated last month
- Practice your pandas skills!☆11,250Updated 8 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…☆10,912Updated 10 months ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,116Updated last week
- Open Machine Learning Course☆9,995Updated 3 months ago
- cuDF - GPU DataFrame Library☆8,876Updated this week
- 《利用Python进行数据分析·第2版》☆8,236Updated 2 weeks ago
- A terminal spreadsheet multitool for discovering and arranging data☆8,174Updated 2 weeks ago
- Repository to store sample python programs for python learning☆7,028Updated 8 months ago
- Instant Kubernetes-Native Application Observability☆5,972Updated this week
- Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators☆6,037Updated 8 months ago
- the portable Python dataframe library☆5,705Updated this week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,270Updated last year
- 🍊 Orange: Interactive data analysis☆5,131Updated 3 weeks ago
- Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating an…☆4,900Updated 2 weeks ago
- Visualizer for pandas data structures☆4,894Updated last month
- pandas中文教程☆4,831Updated last year
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆4,818Updated last year
- 利用Python进行数据分析 第二版 (2017) 中文翻译笔记☆4,628Updated 6 years ago
- Python tools for geographic data☆4,714Updated last week
- Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.☆4,538Updated 3 weeks ago
- Technical Analysis Library using Pandas and Numpy☆4,588Updated 9 months ago
- A python wrapper for Alpha Vantage API for financial data.☆4,469Updated 9 months ago
- Time series forecasting with PyTorch☆4,262Updated last week
- Missing data visualization module for Python.☆4,085Updated 11 months ago
- pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoD…☆4,006Updated this week