Update: 2024.03.28

📈 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.

• Great Expectations (🥈40 · ⭐ 9.4K · 📈) - Always know what to expect from your data. Apache-2
• Typer (🥈39 · ⭐ 13K · 📈) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
• Pony (🥉32 · ⭐ 3.5K · 📈) - Pony Object Relational Mapper. Apache-2
• srsly (🥉29 · ⭐ 410 · 📈) - Modern high-performance serialization utilities for Python (JSON,.. MIT
• bodywork-core (🥉17 · ⭐ 430 · 💀) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0

📉 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.

• polars (🥈38 · ⭐ 25K · 📉) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT
• python-magic (🥈31 · ⭐ 2.5K · 📉) - A python wrapper for libmagic. ❗Unlicensed
• gino (🥉24 · ⭐ 2.6K · 💀) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. ❗Unlicensed
• inflect (🥉24 · ⭐ 910 · 📉) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
• flupy (🥉13 · ⭐ 180 · 📉) - Fluent data pipelines for python and your shell. ❗Unlicensed

Update: 2024.03.21

📈 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.

• validators (🥈33 · ⭐ 890 · 📈) - Python Data Validation for Humans. MIT
• libcloud (🥉32 · ⭐ 2K · 📈) - Apache Libcloud is a Python library which hides differences.. Apache-2
• pyahocorasick (🥉30 · ⭐ 880 · 📈) - Python module (C extension and plain python) implementing.. BSD-3
• Databolt Flow (🥉20 · ⭐ 950 · 💤) - Python library for building highly effective data science.. MIT
• Botflow (🥉15 · ⭐ 1.2K · 💀) - Python Fast Dataflow programming framework for Data pipeline work(.. BSD-3

📉 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.

• Great Expectations (🥈37 · ⭐ 9.4K · 📉) - Always know what to expect from your data. Apache-2
• Pony (🥉30 · ⭐ 3.5K · 📉) - Pony Object Relational Mapper. Apache-2
• srsly (🥉26 · ⭐ 410 · 📉) - Modern high-performance serialization utilities for Python (JSON,.. MIT
• pysparkling (🥉21 · ⭐ 260 · 💀) - A pure Python implementation of Apache Sparks RDD and.. ❗Unlicensed
• bodywork-core (🥉14 · ⭐ 430 · 💀) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0

Update: 2024.03.14

📈 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.

• pymongo (🥇40 · ⭐ 4K · 📈) - PyMongo - the Official MongoDB Python driver. Apache-2
• keyring (🥉36 · ⭐ 1.2K · 📈) - Store and access your passwords safely. MIT
• petl (🥈34 · ⭐ 1.2K · 📈) - Python Extract Transform and Load Tables of Data. MIT
• rsa (🥉30 · ⭐ 470 · 📈) - Python-RSA is a pure-Python RSA implementation. Apache-2
• db.py (🥉21 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases. 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.

• python-prompt-toolkit (🥈37 · ⭐ 8.9K · 📉) - Library for building powerful interactive command.. BSD-3
• ODMantic (🥉26 · ⭐ 950 · 📉) - Sync and Async ODM (Object Document Mapper) for MongoDB based on.. ISC
• libcloud (🥉25 · ⭐ 2K · 📉) - Apache Libcloud is a Python library which hides differences.. Apache-2
• Databolt Flow (🥉16 · ⭐ 950 · 💤) - Python library for building highly effective data science.. MIT
• Botflow (🥉11 · ⭐ 1.2K · 💀) - Python Fast Dataflow programming framework for Data pipeline.. ❗Unlicensed

Update: 2024.03.07

📈 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.

• Beam (🥇44 · ⭐ 7.4K · 📈) - Unified programming model to define and execute data processing.. Apache-2
• flatbuffers (🥇43 · ⭐ 22K · 📈) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
• docker-compose (🥈41 · ⭐ 32K · 📈) - Define and run multi-container applications with Docker. Apache-2
• MongoEngine (🥇40 · ⭐ 4.1K · 📈) - A Python Object-Document-Mapper for working with MongoDB. MIT
• python-slugify (🥇34 · ⭐ 1.4K · 📈) - Returns unicode slugs. 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.

• pycryptodomex (🥈36 · ⭐ 2.6K · 📉) - A self-contained cryptographic library for Python. ❗Unlicensed
• pymongo (🥉32 · ⭐ 4K · 📉) - PyMongo - the Official MongoDB Python driver. Apache-2
• keyring (🥉30 · ⭐ 1.2K · 📉) - Store and access your passwords safely. MIT
• rsa (🥉21 · ⭐ 470 · 📉) - Python-RSA is a pure-Python RSA implementation. ❗Unlicensed
• db.py (🥉17 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases. BSD-2

Update: 2024.02.29

📈 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.

• protobuf (🥇53 · ⭐ 63K · 📈) - Protocol Buffers - Googles data interchange format. BSD-3
• Airflow (🥇48 · ⭐ 34K · 📈) - Platform to programmatically author, schedule, and monitor.. Apache-2
• Prefect (🥇43 · ⭐ 14K · 📈) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2
• azure-storage-blob (🥇43 · ⭐ 4.1K · 📈) - This repository is for active development of the Azure.. MIT
• python-sortedcontainers (🥇34 · ⭐ 3.2K · 📈) - Python Sorted Container Types: Sorted List, Sorted.. Apache-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.

• cookiecutter (🥇40 · ⭐ 21K · 📉) - A cross-platform command-line utility that creates projects.. BSD-3
• s3fs (🥈35 · ⭐ 800 · 📉) - S3 Filesystem. BSD-3
• DearPyGui (🥈34 · ⭐ 12K · 📉) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit.. MIT
• minio (🥈34 · ⭐ 740 · 📉) - MinIO Client SDK for Python. Apache-2
• glom (🥈29 · ⭐ 1.8K · 📉) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3

Update: 2024.02.22

📈 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.

• cpython (🥇42 · ⭐ 58K · 📈) - The Python programming language. MIT
• future (🥇40 · ⭐ 1.2K · 📈) - Easy, clean, reliable Python 2/3 compatibility. MIT
• XlsxWriter (🥇38 · ⭐ 3.4K · 📈) - A Python module for creating Excel XLSX files. BSD-2
• ubelt (🥉23 · ⭐ 700 · 📈) - A Python utility library with a stdlib like feel and extra.. Apache-2
• PyMODM (🥉21 · ⭐ 350 · 💀) - A Pythonic, object-oriented interface for working with MongoDB. Apache-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.

• flatbuffers (🥇42 · ⭐ 22K · 📉) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
• polars (🥇40 · ⭐ 24K · 📉) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT
• Prefect (🥇40 · ⭐ 14K · 📉) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2
• MongoEngine (🥈38 · ⭐ 4.1K · 📉) - A Python Object-Document-Mapper for working with MongoDB. MIT
• anyio (🥈37 · ⭐ 1.5K · 📉) - High level asynchronous concurrency and networking framework that works.. MIT

Update: 2024.02.15

📈 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.

• phonenumbers (🥇35 · ⭐ 3.4K · 📈) - Python port of Googles libphonenumber. Apache-2
• zarr (🥈35 · ⭐ 1.3K · 📈) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
• dataset (🥉30 · ⭐ 4.7K · 💤) - Easy-to-use data handling for SQL data stores with support for.. MIT
• riko (🥉18 · ⭐ 1.6K · 💀) - A Python stream processing engine modeled after Yahoo! Pipes. MIT
• Databolt Flow (🥉18 · ⭐ 950 · 💤) - Python library for building highly effective data science.. 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.

• Airflow (🥇47 · ⭐ 34K · 📉) - Platform to programmatically author, schedule, and monitor.. Apache-2
• cpython (🥇38 · ⭐ 58K · 📉) - The Python programming language. ❗Unlicensed
• PySimpleGUI (🥈33 · ⭐ 13K · 📉) - PySimpleGUI is a Python package that enables Python.. ❗Unlicensed
• ubelt (🥉20 · ⭐ 700 · 📉) - A Python utility library with a stdlib like feel and extra.. Apache-2
• PyMODM (🥉18 · ⭐ 350 · 💀) - A Pythonic, object-oriented interface for working with MongoDB. ❗Unlicensed

Update: 2024.02.08

📈 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.

• pydantic (🥇45 · ⭐ 18K · 📈) - Data validation using Python type hints. MIT
• pulumi (🥈43 · ⭐ 19K · 📈) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2
• cookiecutter (🥇41 · ⭐ 21K · 📈) - A cross-platform command-line utility that creates projects.. BSD-3
• watchdog (🥈38 · ⭐ 6.2K · 📈) - Python library and shell utilities to monitor filesystem events. Apache-2
• pysimdjson (🥉27 · ⭐ 620 · 📈) - Python bindings for the simdjson project. 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 (🥇42 · ⭐ 46K · 📉) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
• dataset (🥉28 · ⭐ 4.7K · 💤) - Easy-to-use data handling for SQL data stores with support for.. MIT
• phonenumbers (🥉28 · ⭐ 3.4K · 📉) - Python port of Googles libphonenumber. Apache-2
• riko (🥉16 · ⭐ 1.6K · 💀) - A Python stream processing engine modeled after Yahoo! Pipes. MIT
• Databolt Flow (🥉16 · ⭐ 950 · 💤) - Python library for building highly effective data science.. MIT

Update: 2024.02.01

📈 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.

• redis (🥇44 · ⭐ 12K · 📈) - Redis Python Client. MIT
• dill (🥈38 · ⭐ 2.1K · 📈) - serialize all of Python. BSD-3
• Intake (🥉30 · ⭐ 970 · 📈) - Intake is a lightweight package for finding, investigating, loading.. BSD-2
• cx-Oracle (🥉30 · ⭐ 870 · 📈) - Python interface to Oracle Database now superseded by python-.. BSD-3
• configobj (🥉29 · ⭐ 300 · 💀) - Python 3+ compatible port of the configobj library. BSD-3

📉 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.

• fabric (🥉34 · ⭐ 14K · 📉) - Simple, Pythonic remote execution and deployment. BSD-2
• diagrams (🥈33 · ⭐ 34K · 📉) - Diagram as Code for prototyping cloud system architectures. MIT
• zarr (🥈33 · ⭐ 1.3K · 📉) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
• plumbum (🥉32 · ⭐ 2.7K · 📉) - Plumbum: Shell Combinators. MIT
• holidays (🥉32 · ⭐ 1.3K · 📉) - Generate and work with holidays in Python. MIT

Update: 2024.01.25

📈 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.

• protobuf (🥇52 · ⭐ 63K · 📈) - Protocol Buffers - Googles data interchange format. BSD-3
• cryptography (🥇47 · ⭐ 6K · 📈) - cryptography is a package designed to expose cryptographic.. Apache-2
• filesystem_spec (🥇41 · ⭐ 730 · 📈) - A specification that python filesystems should adhere to. BSD-3
• six (🥇38 · ⭐ 950 · 📈) - Python 2 and 3 compatibility library. MIT
• asyncer (🥉28 · ⭐ 1.3K · 📈) - Asyncer, async and await, focused on developer experience. 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.

• redis (🥈37 · ⭐ 12K · 📉) - Redis Python Client. MIT
• asciimatics (🥉31 · ⭐ 3.5K · 📉) - A cross platform package to do curses-like operations, plus.. Apache-2
• cx-Oracle (🥉28 · ⭐ 870 · 📉) - Python interface to Oracle Database now superseded by.. ❗Unlicensed
• prisma (🥉26 · ⭐ 1.4K · 📉) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2
• ubelt (🥉22 · ⭐ 700 · 📉) - A Python utility library with a stdlib like feel and extra.. Apache-2