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refactor: consolidate thin subcategories and split Data Analysis by domain
- Merge URL Manipulation (single entry) into HTTP Clients - Move python-slugify into General Text Processing, removing the one-entry Slugify subcategory - Consolidate YAML, TOML, and CSV subcategories into a single Data Formats group - Split Data Analysis into General and Financial Data subcategories to improve discoverability Co-Authored-By: Claude <noreply@anthropic.com>
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Vinta Chen
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README.md
47
README.md
@@ -32,7 +32,6 @@ An opinionated list of awesome Python frameworks, libraries, tools, software and
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- [HTTP Clients](#http-clients)
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- [Web Scraping](#web-scraping)
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- [URL Manipulation](#url-manipulation)
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- [Email](#email)
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**Database & Storage**
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@@ -351,6 +350,7 @@ _Static site generator is a software that takes some text + templates as input a
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_Libraries for working with HTTP._
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- [aiohttp](https://github.com/aio-libs/aiohttp) - Asynchronous HTTP client/server framework for asyncio and Python.
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- [furl](https://github.com/gruns/furl) - A small Python library that makes parsing and manipulating URLs easy.
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- [httpx](https://github.com/encode/httpx) - A next generation HTTP client for Python.
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- [requests](https://github.com/psf/requests) - HTTP Requests for Humans.
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- [treq](https://github.com/twisted/treq) - Python requests like API built on top of Twisted's HTTP client.
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@@ -375,12 +375,6 @@ _Libraries to automate web scraping and extract web content._
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- [toapi](https://github.com/gaojiuli/toapi) - Every web site provides APIs.
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- [trafilatura](https://github.com/adbar/trafilatura) - A tool for gathering text and metadata from the web, with built-in content filtering.
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## URL Manipulation
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_Libraries for parsing URLs._
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- [furl](https://github.com/gruns/furl) - A small Python library that makes parsing and manipulating URLs easy.
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## Email
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_Libraries for sending and parsing email._
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@@ -482,19 +476,21 @@ _Libraries for serializing complex data types._
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_Libraries for data analysis._
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- [aws-sdk-pandas](https://github.com/aws/aws-sdk-pandas) - Pandas on AWS.
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- [datasette](https://github.com/simonw/datasette) - An open source multi-tool for exploring and publishing data.
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- [desbordante](https://github.com/desbordante/desbordante-core/) - An open source data profiler for complex pattern discovery.
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- [ibis](https://github.com/ibis-project/ibis) - A portable Python dataframe library with a single API for 20+ backends.
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- [modin](https://github.com/modin-project/modin) - A drop-in pandas replacement that scales workflows by changing a single line of code.
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- [optimus](https://github.com/hi-primus/optimus) - Agile Data Science Workflows made easy with PySpark.
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- [pandas](https://github.com/pandas-dev/pandas) - A library providing high-performance, easy-to-use data structures and data analysis tools.
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- [pathway](https://github.com/pathwaycom/pathway) - Real-time data processing framework for Python with reactive dataflows.
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- [akshare](https://github.com/jindaxiang/akshare) - A financial data interface library, built for human beings!
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- [edgartools](https://github.com/dgunning/edgartools) - Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
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- [openbb](https://github.com/OpenBB-finance/OpenBB) - A financial data platform for analysts, quants and AI agents.
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- [polars](https://github.com/pola-rs/polars) - A fast DataFrame library implemented in Rust with a Python API.
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- [yfinance](https://github.com/ranaroussi/yfinance) - Easy Pythonic way to download market and financial data from Yahoo Finance.
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- General
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- [aws-sdk-pandas](https://github.com/aws/aws-sdk-pandas) - Pandas on AWS.
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- [datasette](https://github.com/simonw/datasette) - An open source multi-tool for exploring and publishing data.
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- [desbordante](https://github.com/desbordante/desbordante-core/) - An open source data profiler for complex pattern discovery.
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- [ibis](https://github.com/ibis-project/ibis) - A portable Python dataframe library with a single API for 20+ backends.
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- [modin](https://github.com/modin-project/modin) - A drop-in pandas replacement that scales workflows by changing a single line of code.
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- [optimus](https://github.com/hi-primus/optimus) - Agile Data Science Workflows made easy with PySpark.
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- [pandas](https://github.com/pandas-dev/pandas) - A library providing high-performance, easy-to-use data structures and data analysis tools.
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- [pathway](https://github.com/pathwaycom/pathway) - Real-time data processing framework for Python with reactive dataflows.
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- [polars](https://github.com/pola-rs/polars) - A fast DataFrame library implemented in Rust with a Python API.
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- Financial Data
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- [akshare](https://github.com/jindaxiang/akshare) - A financial data interface library, built for human beings!
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- [edgartools](https://github.com/dgunning/edgartools) - Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
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- [openbb](https://github.com/OpenBB-finance/OpenBB) - A financial data platform for analysts, quants and AI agents.
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- [yfinance](https://github.com/ranaroussi/yfinance) - Easy Pythonic way to download market and financial data from Yahoo Finance.
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## Data Validation
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@@ -914,10 +910,9 @@ _Libraries for parsing and manipulating plain texts._
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- [pangu.py](https://github.com/vinta/pangu.py) - Paranoid text spacing.
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- [pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python.
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- [pypinyin](https://github.com/mozillazg/python-pinyin) - Convert Chinese hanzi (漢字) to pinyin (拼音).
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- [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII.
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- [textdistance](https://github.com/orsinium/textdistance) - Compute distance between sequences with 30+ algorithms.
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- [unidecode](https://github.com/avian2/unidecode) - ASCII transliterations of Unicode text.
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- Slugify
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- [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII.
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- Unique identifiers
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- [hashids](https://github.com/davidaurelio/hashids-python) - Implementation of [hashids](http://hashids.org) in Python.
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- [shortuuid](https://github.com/skorokithakis/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs.
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@@ -973,12 +968,10 @@ _Libraries for parsing and manipulating specific text formats._
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- [markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown.
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- [markitdown](https://github.com/microsoft/markitdown) - Python tool for converting files and office documents to Markdown.
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- [mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown.
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- YAML
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- [pyyaml](https://github.com/yaml/pyyaml) - YAML implementations for Python.
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- TOML
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- [tomllib](https://docs.python.org/3/library/tomllib.html) - (Python standard library) Parse TOML files.
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- CSV
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- Data Formats
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- [csvkit](https://github.com/wireservice/csvkit) - Utilities for converting to and working with CSV.
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- [pyyaml](https://github.com/yaml/pyyaml) - YAML implementations for Python.
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- [tomllib](https://docs.python.org/3/library/tomllib.html) - (Python standard library) Parse TOML files.
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## File Manipulation
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