| Rank | Package | Engagement Score | Health |
|---|---|---|---|
| 1 |
setuptools
Official project repository for the Setuptools build system
|
100 | 75/100 |
| 2 |
click
Python composable command line interface toolkit
|
100 | 89/100 |
| 3 |
opentelemetry-api
OpenTelemetry Python API and SDK
|
100 | 84/100 |
| 4 |
openai
The official Python library for the OpenAI API
|
100 | 92/100 |
| 5 |
opentelemetry-semantic-conventions
OpenTelemetry Python API and SDK
|
100 | 82/100 |
| 6 |
opentelemetry-sdk
OpenTelemetry Python API and SDK
|
100 | 82/100 |
| 7 |
opentelemetry-proto
OpenTelemetry Python API and SDK
|
100 | 82/100 |
| 8 |
opentelemetry-exporter-otlp-proto-common
OpenTelemetry Python API and SDK
|
100 | 82/100 |
| 9 |
scikit-learn
scikit-learn: machine learning in Python
|
100 | 85/100 |
| 10 |
httpx
A next generation HTTP client for Python. 🦋
|
99 | 67/100 |
| 11 |
pytest
The pytest framework makes it easy to write small tests, yet scales to support c...
|
98 | 91/100 |
| 12 |
pyarrow
Apache Arrow is the universal columnar format and multi-language toolbox for fas...
|
98 | 83/100 |
| 13 |
pygments
Pygments is a generic syntax highlighter written in Python
|
96 | 79/100 |
| 14 |
fsspec
A specification that python filesystems should adhere to.
|
96 | 78/100 |
| 15 |
boto3
AWS SDK for Python (Boto3)
|
95 | 80/100 |
| 16 |
botocore
The low-level, core functionality of boto3 and the AWS CLI.
|
95 | 79/100 |
| 17 |
httpcore
A minimal HTTP client. ⚙️
|
95 | 58/100 |
| 18 |
networkx
Network Analysis in Python
|
95 | 88/100 |
| 19 |
pillow
Python Imaging Library (fork)
|
93 | 90/100 |
| 20 |
s3fs
S3 Filesystem
|
91 | 78/100 |
| 21 |
cffi
A Foreign Function Interface package for calling C libraries from Python.
|
90 | 70/100 |
| 22 |
googleapis-common-protos
Google Cloud Client Libraries for Python
|
90 | 81/100 |
| 23 |
google-auth
Google Cloud Client Libraries for Python
|
90 | 81/100 |
| 24 |
google-api-core
Google Cloud Client Libraries for Python
|
90 | 81/100 |
| 25 |
proto-plus
Google Cloud Client Libraries for Python
|
90 | 81/100 |
| 26 |
aiohttp
Asynchronous HTTP client/server framework for asyncio and Python
|
89 | 89/100 |
| 27 |
sqlalchemy
The Database Toolkit for Python
|
89 | 89/100 |
| 28 |
grpcio
C++ based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
|
89 | 82/100 |
| 29 |
jinja2
A very fast and expressive template engine.
|
88 | 75/100 |
| 30 |
multidict
The multidict implementation
|
86 | 83/100 |
| 31 |
psycopg2-binary
PostgreSQL database adapter for the Python programming language
|
86 | 73/100 |
| 32 |
pydantic
Data validation using Python type hints
|
85 | 92/100 |
| 33 |
pydantic-core
Data validation using Python type hints
|
85 | 82/100 |
| 34 |
anyio
High level asynchronous concurrency and networking framework that works on top o...
|
85 | 85/100 |
| 35 |
starlette
The little ASGI framework that shines. 🌟
|
85 | 91/100 |
| 36 |
tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI
|
85 | 84/100 |
| 37 |
fonttools
A library to manipulate font files from Python.
|
85 | 87/100 |
| 38 |
aiobotocore
asyncio support for botocore library using aiohttp
|
84 | 83/100 |
| 39 |
uvicorn
An ASGI web server, for Python. 🦄
|
84 | 87/100 |
| 40 |
jsonschema
An implementation of the JSON Schema specification for Python
|
84 | 86/100 |
| 41 |
fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for prod...
|
84 | 79/100 |
| 42 |
wheel
The official binary distribution format for Python
|
84 | 83/100 |
| 43 |
pyparsing
Python library for creating PEG parsers
|
84 | 71/100 |
| 44 |
yarl
Yet another URL library
|
82 | 84/100 |
| 45 |
hatchling
Modern, extensible Python project management
|
81 | 83/100 |
| 46 |
redis
Redis Python client
|
81 | 81/100 |
| 47 |
packaging
Core utilities for Python packages
|
80 | 85/100 |
| 48 |
urllib3
urllib3 is a user-friendly HTTP client library for Python
|
80 | 91/100 |
| 49 |
numpy
The fundamental package for scientific computing with Python.
|
80 | 84/100 |
| 50 |
pyjwt
JSON Web Token implementation in Python
|
80 | 87/100 |