Update 79 entries where the display name differed from the GitHub
repository name only in casing (e.g. NumPy→numpy, LangChain→langchain,
SQLAlchemy→sqlalchemy, DuckDB→duckdb).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
docling (document-to-structured-data conversion) and textract (text
extraction from Office/PDF files) are document parsing tools, not
data analysis or web scraping tools, so Text Processing > General
is a more accurate placement.
Co-Authored-By: Claude <noreply@anthropic.com>
The financial data tools (akshare, edgartools, OpenBB, yfinance) are a
distinct cluster from general-purpose downloaders (s3cmd, youtube-dl),
so grouping them into subcategories improves discoverability.
Co-Authored-By: Claude <noreply@anthropic.com>
Beanie is an ODM (Object-Document Mapper), not a raw database driver,
so it fits better under ORM > NoSQL Databases alongside mongoengine and ODMantic.
Co-Authored-By: Claude <noreply@anthropic.com>
streamlit is primarily a data visualization and dashboard framework,
so it better fits the Data Visualization category.
Co-Authored-By: Claude <noreply@anthropic.com>
markitdown converts documents to Markdown, so it belongs under the
Markdown subcategory of Text Processing rather than the generic Files
section.
Co-Authored-By: Claude <noreply@anthropic.com>
Remove the third-party pytz in favour of the stdlib zoneinfo module
(Python 3.9+), which ships the IANA tz database directly.
Co-Authored-By: Claude <noreply@anthropic.com>
Projects on awesome-python.com are ranked by GitHub stars; linking
directly to GitHub enables star fetching and improves discoverability.
Co-Authored-By: Claude <noreply@anthropic.com>
- Add 'tools' to the description tagline
- Remove the Resources TOC entry (Newsletters, Podcasts) and corresponding
section — content is no longer relevant to the relaunched site
- Remove uv from the Environment Management section (it's now a dev dependency
managed by pyproject.toml, not a curated list entry)
Co-Authored-By: Claude <noreply@anthropic.com>
