| Rank | Package | Engagement Score | Health |
|---|---|---|---|
| 1 |
click
Python composable command line interface toolkit
|
100 | 89/100 |
| 2 |
openai
The official Python library for the OpenAI API
|
100 | 92/100 |
| 3 |
sympy
A computer algebra system written in pure Python
|
100 | 92/100 |
| 4 |
pytest
The pytest framework makes it easy to write small tests, yet scales to support c...
|
98 | 91/100 |
| 5 |
networkx
Network Analysis in Python
|
95 | 88/100 |
| 6 |
pillow
Python Imaging Library (fork)
|
93 | 90/100 |
| 7 |
pypdf
A pure-python PDF library capable of splitting, merging, cropping, and transform...
|
91 | 91/100 |
| 8 |
babel
The official repository for Babel, the Python Internationalization Library
|
91 | 78/100 |
| 9 |
awswrangler
pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptun...
|
91 | 84/100 |
| 10 |
aiohttp
Asynchronous HTTP client/server framework for asyncio and Python
|
89 | 89/100 |
| 11 |
sqlalchemy
The Database Toolkit for Python
|
89 | 89/100 |
| 12 |
flask
The Python micro framework for building web applications.
|
89 | 93/100 |
| 13 |
jinja2
A very fast and expressive template engine.
|
88 | 75/100 |
| 14 |
shapely
Manipulation and analysis of geometric objects
|
88 | 87/100 |
| 15 |
multidict
The multidict implementation
|
86 | 83/100 |
| 16 |
pytest-xdist
pytest plugin for distributed testing and loop-on-failures testing modes.
|
86 | 84/100 |
| 17 |
pydantic
Data validation using Python type hints
|
85 | 92/100 |
| 18 |
anyio
High level asynchronous concurrency and networking framework that works on top o...
|
85 | 85/100 |
| 19 |
starlette
The little ASGI framework that shines. 🌟
|
85 | 91/100 |
| 20 |
tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI
|
85 | 84/100 |
| 21 |
fonttools
A library to manipulate font files from Python.
|
85 | 87/100 |
| 22 |
pymysql
MySQL client library for Python
|
85 | 84/100 |
| 23 |
aiobotocore
asyncio support for botocore library using aiohttp
|
84 | 83/100 |
| 24 |
uvicorn
An ASGI web server, for Python. 🦄
|
84 | 87/100 |
| 25 |
jsonschema
An implementation of the JSON Schema specification for Python
|
84 | 86/100 |
| 26 |
wheel
The official binary distribution format for Python
|
84 | 83/100 |
| 27 |
croniter
Parses cron schedules to iterate over datetime objects.
|
84 | 79/100 |
| 28 |
tornado
Tornado is a Python web framework and asynchronous networking library, originall...
|
83 | 91/100 |
| 29 |
yarl
Yet another URL library
|
82 | 84/100 |
| 30 |
hatchling
Modern, extensible Python project management
|
81 | 83/100 |
| 31 |
packaging
Core utilities for Python packages
|
80 | 87/100 |
| 32 |
urllib3
urllib3 is a user-friendly HTTP client library for Python
|
80 | 91/100 |
| 33 |
pyjwt
JSON Web Token implementation in Python
|
80 | 87/100 |
| 34 |
pandas
Flexible and powerful data analysis / manipulation library for Python, providing...
|
80 | 94/100 |
| 35 |
pip
The Python package installer
|
80 | 92/100 |
| 36 |
trove-classifiers
Canonical source for classifiers on PyPI.
|
80 | 84/100 |
| 37 |
huggingface-hub
The official CLI and Python client for the Hugging Face Hub.
|
80 | 91/100 |
| 38 |
pytest-asyncio
Asyncio support for pytest
|
80 | 82/100 |
| 39 |
pyopenssl
A Python wrapper around the OpenSSL library
|
80 | 82/100 |
| 40 |
narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
|
80 | 84/100 |
| 41 |
authlib
The ultimate Python library in building OAuth, OpenID Connect clients and server...
|
80 | 87/100 |
| 42 |
ipython
Official repository for IPython itself. Other repos in the IPython organization ...
|
80 | 91/100 |
| 43 |
pyzmq
PyZMQ: Python bindings for zeromq
|
80 | 87/100 |
| 44 |
poetry-core
Poetry PEP 517 Build Backend & Core Utilities
|
80 | 84/100 |
| 45 |
pymongo
PyMongo - the Official MongoDB Python driver
|
80 | 89/100 |
| 46 |
dnspython
a powerful DNS toolkit for python
|
79 | 88/100 |
| 47 |
msgpack
MessagePack serializer implementation for Python msgpack.org[Python]
|
79 | 79/100 |
| 48 |
requests
A simple, yet elegant, HTTP library.
|
78 | 90/100 |
| 49 |
cryptography
cryptography is a package designed to expose cryptographic primitives and recipe...
|
78 | 92/100 |
| 50 |
asyncpg
A fast PostgreSQL Database Client Library for Python/asyncio.
|
78 | 88/100 |