Update: 2025.10.16

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Celery (🥇47 · ⭐ 27K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• rich (🥇46 · ⭐ 54K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
• psycopg2 (🥇40 · ⭐ 3.6K · 📈) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution
• Tablib (🥈37 · ⭐ 4.7K · 📈) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT
• cachetools (🥇36 · ⭐ 2.6K · 📈) - Extensible memoizing collections and decorators. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• protobuf (🥇52 · ⭐ 69K · 📉) - Protocol Buffers - Googles data interchange format. BSD-3
• google-cloud-storage (🥇42 · ⭐ 5.1K · 📉) - Google Cloud Client Library for Python. Apache-2
• azure-storage-blob (🥇40 · ⭐ 5.4K · 📉) - This repository is for active development of the Azure.. MIT
• more-itertools (🥇40 · ⭐ 4K · 📉) - More routines for operating on iterables, beyond itertools. MIT
• everett (🥉23 · ⭐ 150 · 📉) - configuration library for python projects. MPL-2.0

Update: 2025.10.09

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• SQLAlchemy (🥇46 · ⭐ 11K · 📈) - The Database Toolkit for Python. MIT
• cached-property (🥈29 · ⭐ 710 · 💤) - A decorator for caching properties in classes. BSD-3
• Eel (🥉28 · ⭐ 6.7K · 📈) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
• pathlib2 (🥉28 · ⭐ 84 · 💀) - Backport of pathlib aiming to support the full stdlib Python API. MIT
• powerline-shell (🥉27 · ⭐ 6.3K · 💀) - A beautiful and useful prompt for your shell. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Celery (🥇46 · ⭐ 27K · 📉) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• polars (🥇44 · ⭐ 36K · 📉) - Extremely fast Query Engine for DataFrames, written in Rust. ❗Unlicensed
• flatbuffers (🥇44 · ⭐ 25K · 📉) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
• colorama (🥈36 · ⭐ 3.7K · 📉) - Simple cross-platform colored terminal text in Python. BSD-3
• Tablib (🥈34 · ⭐ 4.7K · 📉) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT

Update: 2025.10.02

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• boto3 (🥇49 · ⭐ 9.5K · 📈) - Boto3, an AWS SDK for Python. Apache-2
• Celery (🥇47 · ⭐ 27K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• attrs (🥇42 · ⭐ 5.6K · 📈) - Python Classes Without Boilerplate. MIT
• rq (🥈40 · ⭐ 10K · 📈) - Simple job queues for Python. BSD-3
• pysimdjson (🥉25 · ⭐ 730 · 📈) - Python bindings for the simdjson project. ❗Unlicensed

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Eel (🥉23 · ⭐ 6.7K · 📉) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
• Dynaconf (🥉23 · ⭐ 4K · 📉) - dynaconf mirror (mainly for stats)- ORIGINAL REPO ON -.. MIT
• powerline-shell (🥉22 · ⭐ 6.3K · 💀) - A beautiful and useful prompt for your shell. MIT
• cached-property (🥉22 · ⭐ 710 · 💤) - A decorator for caching properties in classes. BSD-3
• pathlib2 (🥉22 · ⭐ 85 · 💀) - Backport of pathlib aiming to support the full stdlib Python API. MIT

Update: 2025.09.25

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• polars (🥇46 · ⭐ 35K · 📈) - Extremely fast Query Engine for DataFrames, written in Rust. MIT
• flatbuffers (🥇45 · ⭐ 25K · 📈) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
• anyio (🥇42 · ⭐ 2.2K · 📈) - High level asynchronous concurrency and networking framework that works.. MIT
• Typer (🥈41 · ⭐ 18K · 📈) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
• umongo (🥉31 · ⭐ 450 · 📈) - sync/async MongoDB ODM, yes. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• rich (🥇45 · ⭐ 54K · 📉) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
• Pygments (🥇43 · ⭐ 2K · 📉) - Pygments is a generic syntax highlighter written in Python. BSD-2
• pyparsing (🥇41 · ⭐ 2.4K · 📉) - Python library for creating PEG parsers. MIT
• kafka-python (🥈39 · ⭐ 5.8K · 📉) - Python client for Apache Kafka. Apache-2
• netmiko (🥈39 · ⭐ 3.9K · 📉) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT

Update: 2025.09.18

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• boto3 (🥇48 · ⭐ 9.5K · 📈) - Boto3, an AWS SDK for Python. Apache-2
• pyparsing (🥇42 · ⭐ 2.4K · 📈) - Python library for creating PEG parsers. MIT
• xmltodict (🥇39 · ⭐ 5.7K · 📈) - Python module that makes working with XML feel like you are.. MIT
• wcwidth (🥈34 · ⭐ 420 · 📈) - Python library that measures the width of strings in a terminal. MIT
• dirty-equals (🥉24 · ⭐ 910 · 📈) - Doing dirty (but extremely useful) things with equals. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• rich (🥇46 · ⭐ 54K · 📉) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
• cryptography (🥇45 · ⭐ 7.2K · 📉) - cryptography is a package designed to expose.. ❗Unlicensed
• Dagster (🥇43 · ⭐ 14K · 📉) - An orchestration platform for the development, production, and.. Apache-2
• SQLAlchemy (🥈34 · ⭐ 11K · 📉) - The Database Toolkit for Python. MIT
• python-dependency-injector (🥈34 · ⭐ 4.6K · 📉) - Dependency injection framework for Python. BSD-3

Update: 2025.09.11

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• SQLAlchemy (🥇46 · ⭐ 11K · 📈) - The Database Toolkit for Python. MIT
• docker-compose (🥈40 · ⭐ 36K · 📈) - Define and run multi-container applications with Docker. Apache-2
• pycparser (🥈38 · ⭐ 3.4K · 📈) - Complete C99 parser in pure Python. BSD-3
• xmltodict (🥇37 · ⭐ 5.7K · 📈) - Python module that makes working with XML feel like you are.. MIT
• Intake (🥉29 · ⭐ 1K · 📈) - Intake is a lightweight package for finding, investigating, loading.. BSD-2

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• supervisor (🥇38 · ⭐ 8.9K · 📉) - Supervisor process control system for Unix.. ❗️Repoze Public License
• xlrd (🥈34 · ⭐ 2.2K · 📉) - Please use openpyxl where you can... BSD-3
• zenml (🥈33 · ⭐ 4.9K · 📉) - ZenML : MLOps for Reliable AI: from Classical AI to Agents... Apache-2
• zipp (🥉32 · ⭐ 66 · 📉) - Backport of pathlib-compatible object wrapper for zip files. ❗Unlicensed
• pyahocorasick (🥉29 · ⭐ 1K · 📉) - Python module (C extension and plain python) implementing.. BSD-3

Update: 2025.09.04

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• flatbuffers (🥇44 · ⭐ 25K · 📈) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
• marshmallow (🥈41 · ⭐ 7.2K · 📈) - A lightweight library for converting complex objects to and from.. MIT
• Typer (🥈40 · ⭐ 18K · 📈) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
• watchdog (🥈38 · ⭐ 7.1K · 📈) - Python library and shell utilities to monitor filesystem events. Apache-2
• questionary (🥉33 · ⭐ 1.9K · 📈) - Python library to build pretty command line user prompts Easy to.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• boto3 (🥇47 · ⭐ 9.5K · 📉) - Boto3, an AWS SDK for Python. Apache-2
• attrs (🥇41 · ⭐ 5.6K · 📉) - Python Classes Without Boilerplate. MIT
• dill (🥈35 · ⭐ 2.4K · 📉) - serialize all of Python. BSD-3
• docarray (🥉32 · ⭐ 3.1K · 📉) - Represent, send, store and search multimodal data. Apache-2
• docker-compose (🥉28 · ⭐ 36K · 📉) - Define and run multi-container applications with Docker. Apache-2

Update: 2025.08.28

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• PyMySQL (🥇40 · ⭐ 7.8K · 📈) - MySQL client library for Python. MIT
• pygsheets (🥉33 · ⭐ 1.5K · 📈) - Google Sheets Python API v4. MIT
• aiocache (🥈33 · ⭐ 1.3K · 📈) - Asyncio cache manager for redis, memcached and memory. BSD-3
• python-email-validator (🥈32 · ⭐ 1.3K · 📈) - A robust email syntax and deliverability validation.. Unlicense
• datasketch (🥉30 · ⭐ 2.8K · 💀) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT

Update: 2025.08.21

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• docker-compose (🥈40 · ⭐ 36K · 📈) - Define and run multi-container applications with Docker. Apache-2
• wrapt (🥇39 · ⭐ 2.2K · 📈) - A Python module for decorators, wrappers and monkey patching. BSD-2
• Vaex (🥈32 · ⭐ 8.4K · 📈) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML,.. MIT
• multidict (🥇31 · ⭐ 470 · 📈) - The multidict implementation. Apache-2
• python-mss (🥉26 · ⭐ 1.1K · 📈) - An ultra fast cross-platform multiple screenshots module in pure.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Celery (🥇42 · ⭐ 27K · 📉) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• xarray (🥈38 · ⭐ 3.9K · 📉) - N-D labeled arrays and datasets in Python. Apache-2
• docker (🥈37 · ⭐ 7.1K · 📉) - A Python library for the Docker Engine API. Apache-2
• rq (🥈36 · ⭐ 10K · 📉) - Simple job queues for Python. BSD-3
• Databases (🥉25 · ⭐ 3.9K · 💀) - Async database support for Python. BSD-3

Update: 2025.08.14

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Celery (🥇43 · ⭐ 27K · 📈) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
• wrapt (🥇38 · ⭐ 2.2K · 📈) - A Python module for decorators, wrappers and monkey patching. BSD-2
• deepdiff (🥇35 · ⭐ 2.3K · 📈) - DeepDiff: Deep Difference and search of any Python object/data... MIT
• camelot (🥉28 · ⭐ 3.4K · 📈) - A Python library to extract tabular data from PDFs. MIT
• img2dataset (🥉27 · ⭐ 4.1K · 📈) - Easily turn large sets of image urls to an image dataset. Can.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Faker (🥇39 · ⭐ 19K · 📉) - Faker is a Python package that generates fake data for you. MIT
• peewee (🥇38 · ⭐ 12K · 📉) - a small, expressive orm -- supports postgresql, mysql, sqlite and.. MIT
• kafka-python (🥇37 · ⭐ 5.8K · 📉) - Python client for Apache Kafka. Apache-2
• Motor (🥈31 · ⭐ 2.5K · 📉) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
• docker-compose (🥉26 · ⭐ 36K · 📉) - Define and run multi-container applications with Docker. Apache-2