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add sponsorship
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Vinta Chen
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README.md
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README.md
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An opinionated list of awesome Python frameworks, libraries, software and resources.
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An opinionated list of awesome Python frameworks, libraries, software and resources.
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Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
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> The **#10 most-starred repo on GitHub**. Put your product where Python developers discover tools. [Become a sponsor](SPONSORSHIP.md).
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- [Awesome Python](#awesome-python)
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# Categories
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- [Admin Panels](#admin-panels)
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- [Algorithms and Design Patterns](#algorithms-and-design-patterns)
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- [Admin Panels](#admin-panels)
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- [ASGI Servers](#asgi-servers)
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- [Algorithms and Design Patterns](#algorithms-and-design-patterns)
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- [Asynchronous Programming](#asynchronous-programming)
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- [ASGI Servers](#asgi-servers)
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- [Audio](#audio)
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- [Asynchronous Programming](#asynchronous-programming)
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- [Authentication](#authentication)
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- [Audio](#audio)
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- [Build Tools](#build-tools)
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- [Authentication](#authentication)
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- [Built-in Classes Enhancement](#built-in-classes-enhancement)
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- [Build Tools](#build-tools)
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- [Caching](#caching)
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- [Built-in Classes Enhancement](#built-in-classes-enhancement)
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- [CMS](#cms)
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- [Caching](#caching)
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- [Code Analysis](#code-analysis)
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- [CMS](#cms)
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- [Command-line Interface Development](#command-line-interface-development)
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- [Code Analysis](#code-analysis)
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- [Command-line Tools](#command-line-tools)
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- [Command-line Interface Development](#command-line-interface-development)
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- [Computer Vision](#computer-vision)
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- [Command-line Tools](#command-line-tools)
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- [Configuration Files](#configuration-files)
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- [Computer Vision](#computer-vision)
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- [Cryptography](#cryptography)
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- [Configuration Files](#configuration-files)
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- [Data Analysis](#data-analysis)
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- [Cryptography](#cryptography)
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- [Data Validation](#data-validation)
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- [Data Analysis](#data-analysis)
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- [Data Visualization](#data-visualization)
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- [Data Validation](#data-validation)
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- [Database Drivers](#database-drivers)
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- [Data Visualization](#data-visualization)
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- [Database](#database)
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- [Database Drivers](#database-drivers)
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- [Date and Time](#date-and-time)
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- [Database](#database)
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- [Debugging Tools](#debugging-tools)
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- [Date and Time](#date-and-time)
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- [Deep Learning](#deep-learning)
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- [Debugging Tools](#debugging-tools)
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- [DevOps Tools](#devops-tools)
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- [Deep Learning](#deep-learning)
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- [Distributed Computing](#distributed-computing)
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- [DevOps Tools](#devops-tools)
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- [Distribution](#distribution)
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- [Distributed Computing](#distributed-computing)
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- [Documentation](#documentation)
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- [Distribution](#distribution)
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- [Downloader](#downloader)
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- [Documentation](#documentation)
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- [Editor Plugins and IDEs](#editor-plugins-and-ides)
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- [Downloader](#downloader)
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- [Email](#email)
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- [Editor Plugins and IDEs](#editor-plugins-and-ides)
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- [Environment Management](#environment-management)
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- [Email](#email)
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- [File Manipulation](#file-manipulation)
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- [Environment Management](#environment-management)
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- [Functional Programming](#functional-programming)
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- [File Manipulation](#file-manipulation)
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- [Game Development](#game-development)
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- [Functional Programming](#functional-programming)
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- [Geolocation](#geolocation)
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- [Game Development](#game-development)
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- [GUI Development](#gui-development)
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- [Geolocation](#geolocation)
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- [Hardware](#hardware)
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- [GUI Development](#gui-development)
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- [HTML Manipulation](#html-manipulation)
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- [Hardware](#hardware)
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- [HTTP Clients](#http-clients)
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- [HTML Manipulation](#html-manipulation)
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- [Image Processing](#image-processing)
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- [HTTP Clients](#http-clients)
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- [Implementations](#implementations)
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- [Image Processing](#image-processing)
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- [Interactive Interpreter](#interactive-interpreter)
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- [Implementations](#implementations)
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- [Internationalization](#internationalization)
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- [Interactive Interpreter](#interactive-interpreter)
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- [Job Scheduler](#job-scheduler)
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- [Internationalization](#internationalization)
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- [Logging](#logging)
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- [Job Scheduler](#job-scheduler)
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- [Machine Learning](#machine-learning)
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- [Logging](#logging)
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- [Miscellaneous](#miscellaneous)
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- [Machine Learning](#machine-learning)
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- [Natural Language Processing](#natural-language-processing)
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- [Miscellaneous](#miscellaneous)
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- [Network Virtualization](#network-virtualization)
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- [Natural Language Processing](#natural-language-processing)
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- [ORM](#orm)
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- [Network Virtualization](#network-virtualization)
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- [Package Management](#package-management)
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- [ORM](#orm)
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- [Package Repositories](#package-repositories)
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- [Package Management](#package-management)
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- [Penetration testing](#penetration-testing)
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- [Package Repositories](#package-repositories)
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- [Permissions](#permissions)
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- [Penetration testing](#penetration-testing)
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- [Processes](#processes)
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- [Permissions](#permissions)
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- [Quantum Computing](#quantum-computing)
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- [Processes](#processes)
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- [Recommender Systems](#recommender-systems)
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- [Quantum Computing](#quantum-computing)
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- [Refactoring](#refactoring)
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- [Recommender Systems](#recommender-systems)
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- [RESTful API](#restful-api)
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- [Refactoring](#refactoring)
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- [Robotics](#robotics)
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- [RESTful API](#restful-api)
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- [RPC Servers](#rpc-servers)
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- [Robotics](#robotics)
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- [Science](#science)
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- [RPC Servers](#rpc-servers)
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- [Search](#search)
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- [Science](#science)
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- [Serialization](#serialization)
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- [Search](#search)
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- [Serverless Frameworks](#serverless-frameworks)
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- [Serialization](#serialization)
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- [Shell](#shell)
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- [Serverless Frameworks](#serverless-frameworks)
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- [Specific Formats Processing](#specific-formats-processing)
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- [Shell](#shell)
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- [Static Site Generator](#static-site-generator)
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- [Specific Formats Processing](#specific-formats-processing)
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- [Task Queues](#task-queues)
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- [Static Site Generator](#static-site-generator)
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- [Template Engine](#template-engine)
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- [Task Queues](#task-queues)
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- [Testing](#testing)
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- [Template Engine](#template-engine)
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- [Text Processing](#text-processing)
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- [Testing](#testing)
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- [URL Manipulation](#url-manipulation)
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- [Text Processing](#text-processing)
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- [Video](#video)
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- [URL Manipulation](#url-manipulation)
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- [Web Asset Management](#web-asset-management)
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- [Video](#video)
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- [Web Content Extracting](#web-content-extracting)
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- [Web Asset Management](#web-asset-management)
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- [Web Crawling](#web-crawling)
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- [Web Content Extracting](#web-content-extracting)
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- [Web Frameworks](#web-frameworks)
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- [Web Crawling](#web-crawling)
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- [WebSocket](#websocket)
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- [Web Frameworks](#web-frameworks)
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- [WSGI Servers](#wsgi-servers)
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- [WebSocket](#websocket)
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- [WSGI Servers](#wsgi-servers)
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- [Resources](#resources)
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- [Resources](#resources)
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- [Newsletters](#newsletters)
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- [Newsletters](#newsletters)
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- [Podcasts](#podcasts)
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- [Podcasts](#podcasts)
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- [Contributing](#contributing)
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---
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---
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36
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# Sponsor awesome-python
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**The #10 most-starred repository on all of GitHub.**
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awesome-python is where Python developers go to discover tools. When someone searches Google for "best Python libraries," they land here. When ChatGPT recommends Python tools, it references this list. When developers evaluate frameworks, this is the list they check.
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Your sponsorship puts your product in front of developers at the exact moment they're choosing what to use.
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## By the Numbers
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| Metric | Value |
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| ------------ | ---------------------------------------------------------------------------------------------------- |
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| Stars |  |
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| Forks |  |
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| Watchers |  |
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| Contributors |  |
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Top referrers: GitHub, Google Search, YouTube, Reddit, ChatGPT — developers actively searching for and evaluating Python tools.
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## Sponsorship Tiers
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### Logo Sponsor — $500/month (2 slots)
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Your logo and a one-line description at the top of the README, seen by every visitor.
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### Link Sponsor — $150/month (5 slots)
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A text link with your product name at the top of the README, right below logo sponsors.
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## Past Sponsors
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- [Warp](https://www.warp.dev/) - https://github.com/vinta/awesome-python/pull/2766
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## Get Started
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Email [vinta.chen@gmail.com](mailto:vinta.chen@gmail.com?subject=awesome-python%20Sponsorship) with your company name and preferred tier. Most sponsors are set up within 24 hours.
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