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@@ -101,7 +101,6 @@ _Libraries for administrative interfaces._
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-[flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery.
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-[func-to-web](https://github.com/offerrall/FuncToWeb) - Instantly create web UIs from Python functions using type hints. Zero frontend code required.
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-[jet-bridge](https://github.com/jet-admin/jet-bridge) - Admin panel framework for any application with nice UI (ex Jet Django).
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-[streamlit](https://github.com/streamlit/streamlit) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
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-[wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts.
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## Algorithms and Design Patterns
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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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-[docling](https://github.com/docling-project/docling) - Library for converting documents into structured data.
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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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-[matplotlib](https://github.com/matplotlib/matplotlib) - A Python 2D plotting library.
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-[plotly](https://github.com/plotly/plotly.py) - Interactive graphing library for Python.
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-[plotnine](https://github.com/has2k1/plotnine) - A grammar of graphics for Python based on ggplot2.
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-[streamlit](https://github.com/streamlit/streamlit) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
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-[pygal](https://github.com/Kozea/pygal) - A Python SVG Charts Creator.
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-[pygraphviz](https://github.com/pygraphviz/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/).
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-[pyqtgraph](https://github.com/pyqtgraph/pyqtgraph) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
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-[kafka-python](https://github.com/dpkp/kafka-python) - The Python client for Apache Kafka.
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-[pymongo](https://github.com/mongodb/mongo-python-driver) - The official Python client for MongoDB.
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-[redis-py](https://github.com/redis/redis-py) - The Python client for Redis.
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-[Beanie](https://github.com/BeanieODM/beanie) - An asynchronous Python object-document mapper (ODM) for MongoDB.
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## Date and Time
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_Libraries for working with dates and times._
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-[zoneinfo](https://docs.python.org/3/library/zoneinfo.html) - (Python standard library) IANA time zone support. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
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-[arrow](https://github.com/arrow-py/arrow) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
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-[dateutil](https://github.com/dateutil/dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.
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-[pendulum](https://github.com/sdispater/pendulum) - Python datetimes made easy.
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-[pytz](https://github.com/stub42/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
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## Debugging Tools
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@@ -489,12 +487,14 @@ _Libraries for generating project documentation._
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_Libraries for downloading._
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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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-[s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront.
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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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-[youtube-dl](https://github.com/ytdl-org/youtube-dl/) - A command-line program to download videos from YouTube and other video sites.
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- General
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-[s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront.
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-[youtube-dl](https://github.com/ytdl-org/youtube-dl/) - A command-line program to download videos from YouTube and other video sites.
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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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## Editor Plugins and IDEs
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_Libraries for file manipulation._
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-[markitdown](https://github.com/microsoft/markitdown) - Python tool for converting files and office documents to Markdown.
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-[mimetypes](https://docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types.
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-[path.py](https://github.com/jaraco/path.py) - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html).
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-[pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) A cross-platform, object-oriented path library.
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-[pydal](https://github.com/web2py/pydal/) - A pure Python Database Abstraction Layer.
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-[SQLModel](https://github.com/fastapi/sqlmodel) - SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
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- NoSQL Databases
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-[Beanie](https://github.com/BeanieODM/beanie) - An asynchronous Python object-document mapper (ODM) for MongoDB.
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-[mongoengine](https://github.com/MongoEngine/mongoengine) - A Python Object-Document-Mapper for working with MongoDB.
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-[ODMantic](https://github.com/art049/odmantic) - Sync and Async ODM for MongoDB built on top of Pydantic for model definition and validation.
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-[PynamoDB](https://github.com/pynamodb/PynamoDB) - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
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_Libraries for parsing and manipulating specific text formats._
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- General
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-[docling](https://github.com/docling-project/docling) - Library for converting documents into structured data.
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-[kreuzberg](https://github.com/kreuzberg-dev/kreuzberg) - High-performance document extraction library with a Rust core, supporting 62+ formats including PDF, Office, images with OCR, HTML, email, and archives.
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-[tablib](https://github.com/jazzband/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
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-[textract](https://github.com/deanmalmgren/textract) - Extract text from any document, Word, PowerPoint, PDFs, etc.
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- Office
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-[docxtpl](https://github.com/elapouya/python-docx-template) - Editing a docx document by jinja2 template
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-[openpyxl](https://openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
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-[PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages.
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-[ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents.
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- Markdown
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-[Jimmy](https://github.com/marph91/jimmy) - Convert your notes 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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-[Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown.
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-[markdown-it-py](https://github.com/executablebooks/markdown-it-py) - Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
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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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-[csvkit](https://github.com/wireservice/csvkit) - Utilities for converting to and working with CSV.
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- Archive
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-[python-readability](https://github.com/buriy/python-readability) - Fast Python port of arc90's readability tool.
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-[requests-html](https://github.com/psf/requests-html) - Pythonic HTML Parsing for Humans.
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-[sumy](https://github.com/miso-belica/sumy) - A module for automatic summarization of text documents and HTML pages.
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-[textract](https://github.com/deanmalmgren/textract) - Extract text from any document, Word, PowerPoint, PDFs, etc.
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-[toapi](https://github.com/gaojiuli/toapi) - Every web site provides APIs.
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