diff --git a/README.md b/README.md
index d8b4f24..6c89a3f 100644
--- a/README.md
+++ b/README.md
@@ -77,46 +77,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-ruff (π₯48 Β· β 48K) - An extremely fast Python linter and code formatter, written in Rust. MIT
+ruff (π₯48 Β· β 49K) - An extremely fast Python linter and code formatter, written in Rust. MIT
-- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 920 Β· π 2.2K Β· π₯ 6.6M Β· π¦ 210K Β· π 8.1K - 20% open Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/astral-sh/ruff) (π¨βπ» 930 Β· π 2.2K Β· π₯ 6M Β· π¦ 210K Β· π 8.1K - 20% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/charliermarsh/ruff
```
-- [PyPi](https://pypi.org/project/ruff) (π₯ 260M / month Β· π¦ 73K Β· β±οΈ 25.06.2026):
+- [PyPi](https://pypi.org/project/ruff) (π₯ 280M / month Β· π¦ 79K Β· β±οΈ 16.07.2026):
```
pip install ruff
```
-- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 7.5M Β· β±οΈ 25.06.2026):
+- [Conda](https://anaconda.org/conda-forge/ruff) (π₯ 7.6M Β· β±οΈ 15.07.2026):
```
conda install -c conda-forge ruff
```
pylint (π₯44 Β· β 5.7K) - Its not just a linter that annoys you!. βοΈGPL-2.0
-- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 650 Β· π 1.3K Β· π₯ 810 Β· π¦ 490K Β· π 6K - 16% open Β· β±οΈ 07.07.2026):
+- [GitHub](https://github.com/pylint-dev/pylint) (π¨βπ» 650 Β· π 1.3K Β· π₯ 820 Β· π¦ 490K Β· π 6K - 16% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/PyCQA/pylint
```
-- [PyPi](https://pypi.org/project/pylint) (π₯ 69M / month Β· π¦ 13K Β· β±οΈ 14.06.2026):
+- [PyPi](https://pypi.org/project/pylint) (π₯ 71M / month Β· π¦ 13K Β· β±οΈ 14.06.2026):
```
pip install pylint
```
-- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 8.2M Β· β±οΈ 14.06.2026):
+- [Conda](https://anaconda.org/conda-forge/pylint) (π₯ 8.3M Β· β±οΈ 14.06.2026):
```
conda install -c conda-forge pylint
```
flake8 (π₯40 Β· β 3.8K) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. MIT
-- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 180 Β· π 350 Β· π¦ 690K Β· π 1.6K - 1% open Β· β±οΈ 19.05.2026):
+- [GitHub](https://github.com/PyCQA/flake8) (π¨βπ» 180 Β· π 350 Β· π¦ 690K Β· π 1.6K - 1% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/PyCQA/flake8
```
-- [PyPi](https://pypi.org/project/flake8) (π₯ 57M / month Β· π¦ 27K Β· β±οΈ 20.06.2025):
+- [PyPi](https://pypi.org/project/flake8) (π₯ 59M / month Β· π¦ 27K Β· β±οΈ 20.06.2025):
```
pip install flake8
```
@@ -127,28 +127,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
wemake-python-styleguide (π₯38 Β· β 2.9K) - The strictest and most opinionated python linter ever!. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 220 Β· π 420 Β· π¦ 18K Β· π 1.2K - 1% open Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (π¨βπ» 220 Β· π 420 Β· π¦ 18K Β· π 1.2K - 2% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 260K / month Β· π¦ 110 Β· β±οΈ 27.04.2026):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (π₯ 280K / month Β· π¦ 130 Β· β±οΈ 27.04.2026):
```
pip install wemake-python-styleguide
```
beartype (π₯35 Β· β 3.5K) - Unbearably fast near-real-time pure-Python runtime-static type-checker. MIT
-- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 33 Β· π 80 Β· π¦ 13K Β· π 490 - 22% open Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/beartype/beartype) (π¨βπ» 33 Β· π 80 Β· π¦ 13K Β· π 490 - 22% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/beartype/beartype
```
-- [PyPi](https://pypi.org/project/beartype) (π₯ 96M / month Β· π¦ 900 Β· β±οΈ 13.12.2025):
+- [PyPi](https://pypi.org/project/beartype) (π₯ 99M / month Β· π¦ 900 Β· β±οΈ 13.12.2025):
```
pip install beartype
```
-- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 730K Β· β±οΈ 14.12.2025):
+- [Conda](https://anaconda.org/conda-forge/beartype) (π₯ 750K Β· β±οΈ 14.12.2025):
```
conda install -c conda-forge beartype
```
@@ -169,14 +169,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge parso
```
pycodestyle (π₯33 Β· β 5.2K Β· π€) - Simple Python style checker in one Python file. MIT
+pycodestyle (π₯33 Β· β 5.2K) - Simple Python style checker in one Python file. MIT
-- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 140 Β· π 750 Β· π 780 - 13% open Β· β±οΈ 22.12.2025):
+- [GitHub](https://github.com/PyCQA/pycodestyle) (π¨βπ» 140 Β· π 750 Β· π 780 - 13% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/PyCQA/pycodestyle
```
-- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 84M / month Β· π¦ 2.2K Β· β±οΈ 20.06.2025):
+- [PyPi](https://pypi.org/project/pycodestyle) (π₯ 88M / month Β· π¦ 2.2K Β· β±οΈ 20.06.2025):
```
pip install pycodestyle
```
@@ -192,7 +192,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/PyCQA/flake8-bugbear
```
-- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 4.2M / month Β· π¦ 1.5K Β· β±οΈ 29.11.2025):
+- [PyPi](https://pypi.org/project/flake8-bugbear) (π₯ 4.6M / month Β· π¦ 1.5K Β· β±οΈ 29.11.2025):
```
pip install flake8-bugbear
```
@@ -201,6 +201,22 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge flake8-bugbear
```
pylint-django (π₯31 Β· β 620) - Pylint plugin for improving code analysis for when.. βοΈGPL-2.0 
+
+- [GitHub](https://github.com/pylint-dev/pylint-django) (π¨βπ» 73 Β· π 120 Β· π₯ 450 Β· π¦ 33K Β· π 240 - 27% open Β· β±οΈ 11.07.2026):
+
+ ```
+ git clone https://github.com/PyCQA/pylint-django
+ ```
+- [PyPi](https://pypi.org/project/pylint-django) (π₯ 2.1M / month Β· π¦ 180 Β· β±οΈ 11.07.2026):
+ ```
+ pip install pylint-django
+ ```
+- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 550K Β· β±οΈ 11.07.2026):
+ ```
+ conda install -c conda-forge pylint-django
+ ```
+hacking (π₯30 Β· β 240) - OpenStack Hacking Style Checks. Mirror of code maintained at.. Apache-2 
- [GitHub](https://github.com/openstack/hacking) (π¨βπ» 190 Β· π 65 Β· π¦ 8K Β· β±οΈ 08.05.2026):
@@ -208,7 +224,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/openstack/hacking
```
-- [PyPi](https://pypi.org/project/hacking) (π₯ 220K / month Β· π¦ 110 Β· β±οΈ 11.06.2026):
+- [PyPi](https://pypi.org/project/hacking) (π₯ 210K / month Β· π¦ 110 Β· β±οΈ 11.06.2026):
```
pip install hacking
```
@@ -220,7 +236,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/dropbox/mypy-protobuf
```
-- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 12M / month Β· π¦ 300 Β· β±οΈ 28.04.2026):
+- [PyPi](https://pypi.org/project/mypy-protobuf) (π₯ 11M / month Β· π¦ 300 Β· β±οΈ 28.04.2026):
```
pip install mypy-protobuf
```
@@ -229,36 +245,36 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge mypy-protobuf
```
pylint-django (π₯28 Β· β 620) - Pylint plugin for improving code analysis for when.. βοΈGPL-3.0
+flake8-comprehensions (π₯28 Β· β 470) - A flake8 plugin to help you write better.. MIT
-- [GitHub](https://github.com/pylint-dev/pylint-django) (π¨βπ» 72 Β· π 120 Β· π₯ 450 Β· π¦ 33K Β· π 240 - 27% open Β· β±οΈ 19.06.2026):
+- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 16 Β· π 23 Β· π¦ 30K Β· π 62 - 9% open Β· β±οΈ 12.06.2026):
```
- git clone https://github.com/PyCQA/pylint-django
+ git clone https://github.com/adamchainz/flake8-comprehensions
```
-- [PyPi](https://pypi.org/project/pylint-django) (π₯ 2M / month Β· π¦ 160 Β· β±οΈ 01.01.2026):
+- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 1.8M / month Β· π¦ 780 Β· β±οΈ 09.09.2025):
```
- pip install pylint-django
+ pip install flake8-comprehensions
```
-- [Conda](https://anaconda.org/conda-forge/pylint-django) (π₯ 540K Β· β±οΈ 02.01.2026):
+- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 1.2M Β· β±οΈ 10.09.2025):
```
- conda install -c conda-forge pylint-django
+ conda install -c conda-forge flake8-comprehensions
```
flake8-comprehensions (π₯28 Β· β 470) - A flake8 plugin to help you write better.. MIT
+check-manifest (π₯28 Β· β 290) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
-- [GitHub](https://github.com/adamchainz/flake8-comprehensions) (π¨βπ» 16 Β· π 23 Β· π¦ 30K Β· π 62 - 9% open Β· β±οΈ 12.06.2026):
+- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 23 Β· π 39 Β· π¦ 12K Β· π 100 - 22% open Β· β±οΈ 24.05.2026):
```
- git clone https://github.com/adamchainz/flake8-comprehensions
+ git clone https://github.com/mgedmin/check-manifest
```
-- [PyPi](https://pypi.org/project/flake8-comprehensions) (π₯ 1.7M / month Β· π¦ 780 Β· β±οΈ 09.09.2025):
+- [PyPi](https://pypi.org/project/check-manifest) (π₯ 1M / month Β· π¦ 5K Β· β±οΈ 15.10.2025):
```
- pip install flake8-comprehensions
+ pip install check-manifest
```
-- [Conda](https://anaconda.org/conda-forge/flake8-comprehensions) (π₯ 1.2M Β· β±οΈ 10.09.2025):
+- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 210K Β· β±οΈ 15.10.2025):
```
- conda install -c conda-forge flake8-comprehensions
+ conda install -c conda-forge check-manifest
```
flake8-isort (π₯28 Β· β 190 Β· π€) - flake8 plugin that integrates isort. βοΈGPL-2.0
@@ -268,7 +284,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/gforcada/flake8-isort
```
-- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 2.2M / month Β· π¦ 630 Β· β±οΈ 25.10.2025):
+- [PyPi](https://pypi.org/project/flake8-isort) (π₯ 2.1M / month Β· π¦ 630 Β· β±οΈ 25.10.2025):
```
pip install flake8-isort
```
@@ -279,7 +295,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
nitpick (π₯25 Β· β 410) - Enforce the same settings on multiple projects. MIT
-- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 18 Β· π 24 Β· π₯ 16 Β· π¦ 1.4K Β· π 130 - 36% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/andreoliwa/nitpick) (π¨βπ» 18 Β· π 24 Β· π₯ 16 Β· π¦ 1.4K Β· π 130 - 36% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/andreoliwa/nitpick
@@ -289,20 +305,20 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pip install nitpick
```
check-manifest (π₯25 Β· β 290) - Tool to check the completeness of MANIFEST.in for Python packages. MIT
+flake8-import-order (π₯25 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
-- [GitHub](https://github.com/mgedmin/check-manifest) (π¨βπ» 23 Β· π 39 Β· π¦ 12K Β· π 100 - 22% open Β· β±οΈ 24.05.2026):
+- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 50 Β· π 73 Β· π₯ 15 Β· π 110 - 12% open Β· β±οΈ 14.07.2026):
```
- git clone https://github.com/mgedmin/check-manifest
+ git clone https://github.com/PyCQA/flake8-import-order
```
-- [PyPi](https://pypi.org/project/check-manifest) (π¦ 5K Β· β±οΈ 15.10.2025):
+- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 1.6M / month Β· π¦ 650 Β· β±οΈ 24.06.2025):
```
- pip install check-manifest
+ pip install flake8-import-order
```
-- [Conda](https://anaconda.org/conda-forge/check-manifest) (π₯ 210K Β· β±οΈ 15.10.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 570K Β· β±οΈ 26.06.2025):
```
- conda install -c conda-forge check-manifest
+ conda install -c conda-forge flake8-import-order
```
flake8-commas (π₯25 Β· β 130) - Flake8 extension for enforcing trailing commas in python. MIT
@@ -324,31 +340,15 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/gforcada/flake8-builtins
```
-- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 980K / month Β· π¦ 590 Β· β±οΈ 25.10.2025):
+- [PyPi](https://pypi.org/project/flake8-builtins) (π₯ 1M / month Β· π¦ 590 Β· β±οΈ 25.10.2025):
```
pip install flake8-builtins
```
-- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 650K Β· β±οΈ 27.10.2025):
+- [Conda](https://anaconda.org/conda-forge/flake8-builtins) (π₯ 660K Β· β±οΈ 27.10.2025):
```
conda install -c conda-forge flake8-builtins
```
flake8-import-order (π₯24 Β· β 280) - Flake8 plugin that checks import order against.. βοΈLGPL-3.0
-
-- [GitHub](https://github.com/PyCQA/flake8-import-order) (π¨βπ» 50 Β· π 73 Β· π₯ 15 Β· π 110 - 12% open Β· β±οΈ 26.05.2026):
-
- ```
- git clone https://github.com/PyCQA/flake8-import-order
- ```
-- [PyPi](https://pypi.org/project/flake8-import-order) (π₯ 1.6M / month Β· π¦ 650 Β· β±οΈ 24.06.2025):
- ```
- pip install flake8-import-order
- ```
-- [Conda](https://anaconda.org/conda-forge/flake8-import-order) (π₯ 550K Β· β±οΈ 26.06.2025):
- ```
- conda install -c conda-forge flake8-import-order
- ```
-flake8-black (π₯24 Β· β 170) - flake8 plugin to run black for checking Python coding style. MIT
- [GitHub](https://github.com/peterjc/flake8-black) (π¨βπ» 11 Β· π 12 Β· π¦ 8.8K Β· π 31 - 12% open Β· β±οΈ 02.06.2026):
@@ -356,7 +356,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/peterjc/flake8-black
```
-- [PyPi](https://pypi.org/project/flake8-black) (π₯ 560K / month Β· π¦ 540 Β· β±οΈ 21.09.2025):
+- [PyPi](https://pypi.org/project/flake8-black) (π₯ 620K / month Β· π¦ 540 Β· β±οΈ 21.09.2025):
```
pip install flake8-black
```
@@ -376,7 +376,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install flake8-simplify
```
-- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 74K Β· β±οΈ 06.01.2026):
+- [Conda](https://anaconda.org/conda-forge/flake8-simplify) (π₯ 75K Β· β±οΈ 06.01.2026):
```
conda install -c conda-forge flake8-simplify
```
@@ -399,8 +399,8 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- flake8-mypy (π₯18 Β· β 100 Β· π) - A plugin for flake8 integrating Mypy. MIT βοΈGPL-2.0 MIT
+- imhotep (π₯17 Β· β 220 Β· π) - A static-analysis bot for Github. MIT
- bellybutton (π₯16 Β· β 280 Β· π) - Custom Python linting through AST expressions. MIT
-- imhotep (π₯16 Β· β 220 Β· π) - A static-analysis bot for Github. MIT
- yala (π₯15 Β· β 15 Β· π) - Yet Another Linter Aggregator. MIT Apache-2 mypy
pyright (π₯41 Β· β 16K) - Static Type Checker for Python. MIT
-- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 150 Β· π 1.8K Β· π₯ 7.3K Β· π¦ 1.7K Β· π 7.6K - 3% open Β· β±οΈ 30.06.2026):
+- [GitHub](https://github.com/microsoft/pyright) (π¨βπ» 150 Β· π 1.8K Β· π₯ 7.4K Β· π¦ 1.7K Β· π 7.6K - 3% open Β· β±οΈ 15.07.2026):
```
git clone https://github.com/Microsoft/pyright
```
-- [npm](https://www.npmjs.com/package/pyright) (π₯ 5.1M / month Β· π¦ 82 Β· β±οΈ 25.06.2026):
+- [npm](https://www.npmjs.com/package/pyright) (π₯ 4.9M / month Β· π¦ 95 Β· β±οΈ 25.06.2026):
```
npm install pyright
```
@@ -429,23 +429,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (π₯ 180K / month Β· π¦ 87 Β· β±οΈ 07.07.2025):
+- [PyPi](https://pypi.org/project/pyre-check) (π₯ 190K / month Β· π¦ 87 Β· β±οΈ 07.07.2025):
```
pip install pyre-check
```
pytype (π₯32 Β· β 5K) - A static type analyzer for Python code. Apache-2
-- [GitHub](https://github.com/google/pytype) (π¨βπ» 110 Β· π 290 Β· π¦ 4.3K Β· π 950 - 21% open Β· β±οΈ 23.01.2026):
+- [GitHub](https://github.com/google/pytype) (π¨βπ» 110 Β· π 290 Β· π¦ 4.4K Β· π 950 - 21% open Β· β±οΈ 23.01.2026):
```
git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/pytype) (π₯ 990K / month Β· π¦ 230 Β· β±οΈ 11.10.2024):
+- [PyPi](https://pypi.org/project/pytype) (π₯ 1M / month Β· π¦ 230 Β· β±οΈ 11.10.2024):
```
pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 640K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/pytype) (π₯ 650K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge pytype
```
@@ -463,12 +463,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
black (π₯46 Β· β 42K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (π¨βπ» 540 Β· π 2.8K Β· π₯ 150K Β· π¦ 680K Β· π 2.8K - 10% open Β· β±οΈ 03.07.2026):
+- [GitHub](https://github.com/psf/black) (π¨βπ» 540 Β· π 2.8K Β· π₯ 160K Β· π¦ 690K Β· π 2.8K - 10% open Β· β±οΈ 13.07.2026):
```
git clone https://github.com/psf/black
```
-- [PyPi](https://pypi.org/project/black) (π₯ 150M / month Β· π¦ 62K Β· β±οΈ 18.05.2026):
+- [PyPi](https://pypi.org/project/black) (π₯ 150M / month Β· π¦ 64K Β· β±οΈ 18.05.2026):
```
pip install black
```
@@ -477,18 +477,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge black
```
isort (π₯43 Β· β 6.9K) - A Python utility / library to sort imports. MIT
+isort (π₯43 Β· β 7K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 340 Β· π 650 Β· π¦ 580K Β· π 1.4K - 7% open Β· β±οΈ 04.07.2026):
+- [GitHub](https://github.com/PyCQA/isort) (π¨βπ» 350 Β· π 660 Β· π₯ 8 Β· π¦ 580K Β· π 1.4K - 7% open Β· β±οΈ 13.07.2026):
```
git clone https://github.com/PyCQA/isort
```
-- [PyPi](https://pypi.org/project/isort) (π₯ 110M / month Β· π¦ 28K Β· β±οΈ 24.04.2026):
+- [PyPi](https://pypi.org/project/isort) (π₯ 120M / month Β· π¦ 29K Β· β±οΈ 12.07.2026):
```
pip install isort
```
-- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 9.5M Β· β±οΈ 28.02.2026):
+- [Conda](https://anaconda.org/conda-forge/isort) (π₯ 9.6M Β· β±οΈ 28.02.2026):
```
conda install -c conda-forge isort
```
@@ -500,7 +500,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/hhatto/autopep8
```
-- [PyPi](https://pypi.org/project/autopep8) (π₯ 10M / month Β· π¦ 1.7K Β· β±οΈ 14.01.2025):
+- [PyPi](https://pypi.org/project/autopep8) (π₯ 11M / month Β· π¦ 1.7K Β· β±οΈ 14.01.2025):
```
pip install autopep8
```
@@ -511,12 +511,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
docformatter (π₯31 Β· β 590) - Formats docstrings to follow PEP 257. MIT
-- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 41 Β· π 87 Β· π₯ 91 Β· π¦ 4.6K Β· π 190 - 16% open Β· β±οΈ 11.05.2026):
+- [GitHub](https://github.com/PyCQA/docformatter) (π¨βπ» 42 Β· π 87 Β· π₯ 91 Β· π¦ 4.6K Β· π 190 - 15% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/myint/docformatter
```
-- [PyPi](https://pypi.org/project/docformatter) (π₯ 1.2M / month Β· π¦ 410 Β· β±οΈ 28.04.2026):
+- [PyPi](https://pypi.org/project/docformatter) (π₯ 1.3M / month Β· π¦ 410 Β· β±οΈ 28.04.2026):
```
pip install docformatter
```
@@ -539,7 +539,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
jedi (π₯44 Β· β 6.2K) - Awesome autocompletion, static analysis and refactoring library for python. MIT
-- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 180 Β· π 530 Β· π¦ 600K Β· π 1.5K - 4% open Β· β±οΈ 01.05.2026):
+- [GitHub](https://github.com/davidhalter/jedi) (π¨βπ» 180 Β· π 530 Β· π¦ 600K Β· π 1.5K - 4% open Β· β±οΈ 09.07.2026):
```
git clone https://github.com/davidhalter/jedi
@@ -560,7 +560,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/python-rope/rope
```
-- [PyPi](https://pypi.org/project/rope) (π₯ 1.4M / month Β· π¦ 320 Β· β±οΈ 12.07.2025):
+- [PyPi](https://pypi.org/project/rope) (π₯ 1.5M / month Β· π¦ 320 Β· β±οΈ 12.07.2025):
```
pip install rope
```
@@ -571,28 +571,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
vulture (π₯31 Β· β 4.7K) - Find dead Python code. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 53 Β· π 190 Β· π¦ 7.4K Β· π 260 - 23% open Β· β±οΈ 30.04.2026):
+- [GitHub](https://github.com/jendrikseipp/vulture) (π¨βπ» 54 Β· π 190 Β· π¦ 7.5K Β· π 260 - 24% open Β· β±οΈ 30.04.2026):
```
git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/vulture) (π₯ 8.6M / month Β· π¦ 660 Β· β±οΈ 25.03.2026):
+- [PyPi](https://pypi.org/project/vulture) (π₯ 9.3M / month Β· π¦ 660 Β· β±οΈ 25.03.2026):
```
pip install vulture
```
-- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 230K Β· β±οΈ 26.03.2026):
+- [Conda](https://anaconda.org/conda-forge/vulture) (π₯ 240K Β· β±οΈ 26.03.2026):
```
conda install -c conda-forge vulture
```
pyupgrade (π₯31 Β· β 4.1K) - A tool (and pre-commit hook) to automatically upgrade syntax for newer.. MIT
-- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 36 Β· π 210 Β· π 480 - 4% open Β· β±οΈ 19.05.2026):
+- [GitHub](https://github.com/asottile/pyupgrade) (π¨βπ» 36 Β· π 210 Β· π 480 - 4% open Β· β±οΈ 15.07.2026):
```
git clone https://github.com/asottile/pyupgrade
```
-- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 1.5M / month Β· π¦ 630 Β· β±οΈ 19.11.2025):
+- [PyPi](https://pypi.org/project/pyupgrade) (π₯ 1.6M / month Β· π¦ 630 Β· β±οΈ 19.11.2025):
```
pip install pyupgrade
```
@@ -601,14 +601,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyupgrade
```
autoflake (π₯25 Β· β 960) - Removes unused imports and unused variables as reported by pyflakes. MIT
+autoflake (π₯28 Β· β 960) - Removes unused imports and unused variables as reported by pyflakes. MIT
-- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 40 Β· π 87 Β· π 120 - 31% open Β· β±οΈ 20.04.2026):
+- [GitHub](https://github.com/PyCQA/autoflake) (π¨βπ» 40 Β· π 89 Β· π 120 - 31% open Β· β±οΈ 20.04.2026):
```
git clone https://github.com/myint/autoflake
```
-- [PyPi](https://pypi.org/project/autoflake) (π¦ 1.4K Β· β±οΈ 20.02.2026):
+- [PyPi](https://pypi.org/project/autoflake) (π₯ 5.7M / month Β· π¦ 1.4K Β· β±οΈ 20.02.2026):
```
pip install autoflake
```
@@ -617,21 +617,21 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge autoflake
```
unimport (π₯25 Β· β 250) - The ultimate linter and formatter for removing unused import statements.. MIT
+unimport (π₯24 Β· β 250) - The ultimate linter and formatter for removing unused import statements.. MIT
- [GitHub](https://github.com/hakancelikdev/unimport) (π¨βπ» 16 Β· π 21 Β· π¦ 170 Β· π 120 - 0% open Β· β±οΈ 02.06.2026):
```
git clone https://github.com/hakancelik96/unimport
```
-- [PyPi](https://pypi.org/project/unimport) (π₯ 60K / month Β· π¦ 45 Β· β±οΈ 02.06.2026):
+- [PyPi](https://pypi.org/project/unimport) (π₯ 54K / month Β· π¦ 45 Β· β±οΈ 02.06.2026):
```
pip install unimport
```
add-trailing-comma (π₯22 Β· β 370) - A tool (and pre-commit hook) to automatically add trailing.. MIT
-- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 29 Β· β±οΈ 19.05.2026):
+- [GitHub](https://github.com/asottile/add-trailing-comma) (π¨βπ» 11 Β· π 29 Β· β±οΈ 15.07.2026):
```
git clone https://github.com/asottile/add-trailing-comma
@@ -641,14 +641,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pip install add-trailing-comma
```
massedit (π₯13 Β· β 120 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
+massedit (π₯17 Β· β 120 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
- [GitHub](https://github.com/elmotec/massedit) (π¨βπ» 9 Β· π 14 Β· π₯ 33 Β· π¦ 54 Β· π 8 - 12% open Β· β±οΈ 21.09.2025):
```
git clone https://github.com/elmotec/massedit
```
-- [PyPi](https://pypi.org/project/massedit) (π¦ 3 Β· β±οΈ 21.09.2025):
+- [PyPi](https://pypi.org/project/massedit) (π₯ 1.8K / month Β· π¦ 3 Β· β±οΈ 21.09.2025):
```
pip install massedit
```
@@ -672,46 +672,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-bandit (π₯40 Β· β 8.2K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
+bandit (π₯39 Β· β 8.2K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
- [GitHub](https://github.com/PyCQA/bandit) (π¨βπ» 200 Β· π 780 Β· π₯ 930 Β· π¦ 67K Β· π 770 - 32% open Β· β±οΈ 07.07.2026):
```
git clone https://github.com/PyCQA/bandit
```
-- [PyPi](https://pypi.org/project/bandit) (π₯ 26M / month Β· π¦ 3.4K Β· β±οΈ 25.02.2026):
+- [PyPi](https://pypi.org/project/bandit) (π₯ 27M / month Β· π¦ 3.4K Β· β±οΈ 25.02.2026):
```
pip install bandit
```
-- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 670K Β· β±οΈ 25.02.2026):
+- [Conda](https://anaconda.org/conda-forge/bandit) (π₯ 680K Β· β±οΈ 25.02.2026):
```
conda install -c conda-forge bandit
```
sqlmap (π₯38 Β· β 38K) - Automatic SQL injection and database takeover tool. βοΈGPL-3.0
-- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 160 Β· π 6.3K Β· π¦ 24 Β· π 5.4K - 0% open Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/sqlmapproject/sqlmap) (π¨βπ» 160 Β· π 6.3K Β· π¦ 24 Β· π 5.4K - 0% open Β· β±οΈ 13.07.2026):
```
git clone https://github.com/sqlmapproject/sqlmap
```
-- [PyPi](https://pypi.org/project/sqlmap) (π₯ 62K / month Β· π¦ 13 Β· β±οΈ 01.07.2026):
+- [PyPi](https://pypi.org/project/sqlmap) (π₯ 64K / month Β· π¦ 13 Β· β±οΈ 01.07.2026):
```
pip install sqlmap
```
safety (π₯32 Β· β 2K Β· π) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
+safety (π₯35 Β· β 2K Β· π) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 55 Β· π 190 Β· π₯ 2.6M Β· π¦ 20K Β· π 290 - 21% open Β· β±οΈ 27.05.2026):
+- [GitHub](https://github.com/pyupio/safety) (π¨βπ» 55 Β· π 190 Β· π₯ 2.7M Β· π¦ 20K Β· π 290 - 21% open Β· β±οΈ 27.05.2026):
```
git clone https://github.com/pyupio/safety
```
-- [PyPi](https://pypi.org/project/safety) (π¦ 1.4K Β· β±οΈ 29.05.2026):
+- [PyPi](https://pypi.org/project/safety) (π₯ 5M / month Β· π¦ 1.4K Β· β±οΈ 29.05.2026):
```
pip install safety
```
-- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 180K Β· β±οΈ 30.05.2026):
+- [Conda](https://anaconda.org/conda-forge/safety) (π₯ 190K Β· β±οΈ 30.05.2026):
```
conda install -c conda-forge safety
```
@@ -723,7 +723,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Yelp/detect-secrets
```
-- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 6M / month Β· π¦ 95 Β· β±οΈ 06.05.2024):
+- [PyPi](https://pypi.org/project/detect-secrets) (π₯ 6.5M / month Β· π¦ 95 Β· β±οΈ 06.05.2024):
```
pip install detect-secrets
```
@@ -735,7 +735,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/dlint-py/dlint
```
-- [PyPi](https://pypi.org/project/dlint) (π₯ 94K / month Β· π¦ 110 Β· β±οΈ 31.10.2024):
+- [PyPi](https://pypi.org/project/dlint) (π₯ 93K / month Β· π¦ 110 Β· β±οΈ 31.10.2024):
```
pip install dlint
```
@@ -746,7 +746,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 3 hidden projects...
-- pyarmor (π₯34 Β· β 5.1K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
+- pyarmor (π₯34 Β· β 5.1K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. βοΈSGI-B-2.0
- dodgy (π₯21 Β· β 130 Β· π) - Looks at Python code to search for things which look dodgy such as.. MIT
- pyt (π₯20 Β· β 2.2K Β· π) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. βοΈGPL-2.0
virtualenv (π₯46 Β· β 5K Β· π) - Virtual Python Environment builder. MIT
+virtualenv (π₯46 Β· β 5K) - Virtual Python Environment builder. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 310 Β· π 1.1K Β· π₯ 240 Β· π¦ 510K Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/pypa/virtualenv) (π¨βπ» 310 Β· π 1.1K Β· π₯ 310 Β· π¦ 510K Β· β±οΈ 16.07.2026):
```
git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (π₯ 490M / month Β· π¦ 2.2K Β· β±οΈ 06.07.2026):
+- [PyPi](https://pypi.org/project/virtualenv) (π₯ 510M / month Β· π¦ 2.2K Β· β±οΈ 10.07.2026):
```
pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 22M Β· β±οΈ 07.07.2026):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (π₯ 22M Β· β±οΈ 10.07.2026):
```
conda install -c conda-forge virtualenv
```
@@ -799,14 +799,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install nodeenv
```
-- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 8.9M Β· β±οΈ 20.12.2025):
+- [Conda](https://anaconda.org/conda-forge/nodeenv) (π₯ 9M Β· β±οΈ 20.12.2025):
```
conda install -c conda-forge nodeenv
```
pyenv (π₯35 Β· β 45K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 480 Β· π 3.2K Β· π¦ 24 Β· π 1.9K - 4% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/pyenv/pyenv) (π¨βπ» 480 Β· π 3.2K Β· π¦ 24 Β· π 1.9K - 4% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/pyenv/pyenv
@@ -847,12 +847,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pip (π₯48 Β· β 10K) - The Python package installer. MIT
-- [GitHub](https://github.com/pypa/pip) (π¨βπ» 900 Β· π 3.3K Β· π¦ 250K Β· π 7.9K - 13% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/pypa/pip) (π¨βπ» 900 Β· π 3.3K Β· π¦ 250K Β· π 7.9K - 13% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/pypa/pip
```
-- [PyPi](https://pypi.org/project/pip) (π₯ 590M / month Β· π¦ 6.1K Β· β±οΈ 31.05.2026):
+- [PyPi](https://pypi.org/project/pip) (π₯ 600M / month Β· π¦ 6.1K Β· β±οΈ 31.05.2026):
```
pip install pip
```
@@ -863,7 +863,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda (π₯43 Β· β 7.5K) - A system-level, binary package and environment manager running on all.. BSD-3
-- [GitHub](https://github.com/conda/conda) (π¨βπ» 500 Β· π 2.2K Β· π₯ 51K Β· π¦ 52K Β· π 11K - 6% open Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/conda/conda) (π¨βπ» 500 Β· π 2.2K Β· π₯ 51K Β· π¦ 52K Β· π 11K - 6% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/conda/conda
@@ -884,18 +884,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/python-poetry/poetry
```
-- [PyPi](https://pypi.org/project/poetry) (π₯ 85M / month Β· π¦ 920 Β· β±οΈ 09.05.2026):
+- [PyPi](https://pypi.org/project/poetry) (π₯ 86M / month Β· π¦ 920 Β· β±οΈ 09.05.2026):
```
pip install poetry
```
-- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 8.1M Β· β±οΈ 09.05.2026):
+- [Conda](https://anaconda.org/conda-forge/poetry) (π₯ 8.2M Β· β±οΈ 09.05.2026):
```
conda install -c conda-forge poetry
```
pip-tools (π₯39 Β· β 8K) - A set of tools to keep your pinned Python dependencies fresh. BSD-3
-- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 230 Β· π 660 Β· π¦ 38K Β· π 1.2K - 15% open Β· β±οΈ 20.06.2026):
+- [GitHub](https://github.com/jazzband/pip-tools) (π¨βπ» 230 Β· π 660 Β· π¦ 38K Β· π 1.2K - 14% open Β· β±οΈ 13.07.2026):
```
git clone https://github.com/jazzband/pip-tools
@@ -904,30 +904,30 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pip-tools
```
-- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 330K Β· β±οΈ 12.02.2026):
+- [Conda](https://anaconda.org/conda-forge/pip-tools) (π₯ 340K Β· β±οΈ 12.02.2026):
```
conda install -c conda-forge pip-tools
```
pipx (π₯38 Β· β 13K) - Install and Run Python Applications in Isolated Environments. MIT
-- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 200 Β· π 570 Β· π₯ 1.3M Β· π¦ 4.9K Β· π 890 - 10% open Β· β±οΈ 03.07.2026):
+- [GitHub](https://github.com/pypa/pipx) (π¨βπ» 200 Β· π 580 Β· π₯ 1.3M Β· π¦ 4.9K Β· β±οΈ 16.07.2026):
```
git clone https://github.com/pypa/pipx
```
-- [PyPi](https://pypi.org/project/pipx) (π₯ 6.6M / month Β· π¦ 100 Β· β±οΈ 24.06.2026):
+- [PyPi](https://pypi.org/project/pipx) (π₯ 6.9M / month Β· π¦ 100 Β· β±οΈ 16.07.2026):
```
pip install pipx
```
-- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 230K Β· β±οΈ 05.06.2026):
+- [Conda](https://anaconda.org/conda-forge/pipx) (π₯ 240K Β· β±οΈ 05.06.2026):
```
conda install -c conda-forge pipx
```
PDM (π₯38 Β· β 8.7K) - A modern Python package and dependency manager supporting the latest PEP.. MIT
-- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 250 Β· π 480 Β· π₯ 30K Β· π¦ 620 Β· π 2K - 2% open Β· β±οΈ 23.06.2026):
+- [GitHub](https://github.com/pdm-project/pdm) (π¨βπ» 250 Β· π 480 Β· π₯ 31K Β· π¦ 620 Β· π 2K - 2% open Β· β±οΈ 10.07.2026):
```
git clone https://github.com/pdm-project/pdm
@@ -948,7 +948,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/bndr/pipreqs
```
-- [PyPi](https://pypi.org/project/pipreqs) (π₯ 870K / month Β· π¦ 320 Β· β±οΈ 18.02.2024):
+- [PyPi](https://pypi.org/project/pipreqs) (π₯ 930K / month Β· π¦ 320 Β· β±οΈ 18.02.2024):
```
pip install pipreqs
```
@@ -959,7 +959,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mamba (π₯31 Β· β 8.1K) - The Fast Cross-Platform Package Manager. BSD-3
-- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 180 Β· π 440 Β· π 2.1K - 21% open Β· β±οΈ 07.07.2026):
+- [GitHub](https://github.com/mamba-org/mamba) (π¨βπ» 180 Β· π 440 Β· π 2.1K - 21% open Β· β±οΈ 13.07.2026):
```
git clone https://github.com/mamba-org/mamba
@@ -976,7 +976,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/David-OConnor/pyflow
```
-- [PyPi](https://pypi.org/project/pyflow) (π₯ 490 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
+- [PyPi](https://pypi.org/project/pyflow) (π₯ 410 / month Β· π¦ 1 Β· β±οΈ 02.07.2021):
```
pip install pyflow
```
@@ -984,7 +984,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 2 hidden projects...
- dephell (π₯23 Β· β 1.8K Β· π) - Python project management. Manage packages: convert between formats,.. MIT
-- pip-run (π₯17 Β· β 140) - pip-run - dynamic dependency loader for Python. βUnlicensed
+- pip-run (π₯18 Β· β 140) - pip-run - dynamic dependency loader for Python. βUnlicensed
@@ -992,14 +992,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-prospector (π₯33 Β· β 2.1K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
+prospector (π₯34 Β· β 2.1K) - Inspects Python source files and provides information about.. βοΈGPL-2.0
-- [GitHub](https://github.com/prospector-dev/prospector) (π¨βπ» 98 Β· π 180 Β· π¦ 5.5K Β· π 410 - 8% open Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/prospector-dev/prospector) (π¨βπ» 98 Β· π 180 Β· π¦ 5.5K Β· π 410 - 8% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/prospector) (π₯ 440K / month Β· π¦ 300 Β· β±οΈ 22.06.2026):
+- [PyPi](https://pypi.org/project/prospector) (π₯ 440K / month Β· π¦ 310 Β· β±οΈ 16.07.2026):
```
pip install prospector
```
@@ -1015,7 +1015,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/PyCQA/mccabe
```
-- [PyPi](https://pypi.org/project/mccabe) (π₯ 88M / month Β· π¦ 930 Β· β±οΈ 24.01.2022):
+- [PyPi](https://pypi.org/project/mccabe) (π₯ 92M / month Β· π¦ 930 Β· β±οΈ 24.01.2022):
```
pip install mccabe
```
@@ -1024,21 +1024,21 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge mccabe
```
wily (π₯27 Β· β 1.3K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
+wily (π₯27 Β· β 1.3K) - A Python application for tracking, reporting on timing and complexity in.. Apache-2
- [GitHub](https://github.com/tonybaloney/wily) (π¨βπ» 25 Β· π 67 Β· π¦ 310 Β· π 120 - 36% open Β· β±οΈ 13.06.2026):
```
git clone https://github.com/tonybaloney/wily
```
-- [PyPi](https://pypi.org/project/wily) (π₯ 56K / month Β· π¦ 14 Β· β±οΈ 26.04.2026):
+- [PyPi](https://pypi.org/project/wily) (π₯ 55K / month Β· π¦ 14 Β· β±οΈ 26.04.2026):
```
pip install wily
```
Show 3 hidden projects...
-- radon (π₯26 Β· β 2K Β· π) - Various code metrics for Python code. MIT
+- radon (π₯30 Β· β 2K Β· π) - Various code metrics for Python code. MIT
- xenon (π₯24 Β· β 280 Β· π) - Monitoring tool based on radon. MIT
- cohesion (π₯16 Β· β 280 Β· π) - A tool for measuring Python class cohesion. βοΈGPL-3.0
rich (π₯47 Β· β 57K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
+rich (π₯44 Β· β 57K Β· π) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
- [GitHub](https://github.com/Textualize/rich) (π¨βπ» 290 Β· π 2.2K Β· π¦ 550K Β· π 1.6K - 20% open Β· β±οΈ 23.06.2026):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (π₯ 580M / month Β· π¦ 44K Β· β±οΈ 12.04.2026):
+- [PyPi](https://pypi.org/project/rich) (π₯ 590M / month Β· π¦ 44K Β· β±οΈ 12.04.2026):
```
pip install rich
```
@@ -1071,7 +1071,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (π₯ 590M / month Β· π¦ 58K Β· β±οΈ 07.07.2026):
+- [PyPi](https://pypi.org/project/tqdm) (π₯ 610M / month Β· π¦ 58K Β· β±οΈ 07.07.2026):
```
pip install tqdm
```
@@ -1079,35 +1079,35 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
conda install -c conda-forge tqdm
```
-- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 7.1K Β· β 3 Β· β±οΈ 07.07.2026):
+- [Docker Hub](https://hub.docker.com/r/tqdm/tqdm) (π₯ 7.2K Β· β 3 Β· β±οΈ 11.07.2026):
```
docker pull tqdm/tqdm
```
sentry-sdk (π₯40 Β· β 2.2K) - The official Python SDK for Sentry.io. MIT
-- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 340 Β· π 630 Β· π₯ 5.2K Β· π 2.6K - 15% open Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/getsentry/sentry-python) (π¨βπ» 340 Β· π 640 Β· π₯ 5.5K Β· π 2.6K - 15% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/getsentry/sentry-python
```
-- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 140M / month Β· π¦ 1.8K Β· β±οΈ 30.06.2026):
+- [PyPi](https://pypi.org/project/sentry-sdk) (π₯ 150M / month Β· π¦ 1.8K Β· β±οΈ 16.07.2026):
```
pip install sentry-sdk
```
-- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 1.8M Β· β±οΈ 30.06.2026):
+- [Conda](https://anaconda.org/conda-forge/sentry-sdk) (π₯ 1.8M Β· β±οΈ 13.07.2026):
```
conda install -c conda-forge sentry-sdk
```
structlog (π₯38 Β· β 4.9K) - Simple, powerful, and fast logging for Python. Apache-2
-- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 140 Β· π 280 Β· π¦ 36K Β· π 390 - 7% open Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/hynek/structlog) (π¨βπ» 140 Β· π 290 Β· π¦ 36K Β· π 400 - 7% open Β· β±οΈ 11.07.2026):
```
git clone https://github.com/hynek/structlog
```
-- [PyPi](https://pypi.org/project/structlog) (π₯ 99M / month Β· π¦ 5K Β· β±οΈ 06.06.2026):
+- [PyPi](https://pypi.org/project/structlog) (π₯ 100M / month Β· π¦ 5K Β· β±οΈ 06.06.2026):
```
pip install structlog
```
@@ -1123,11 +1123,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Delgan/loguru
```
-- [PyPi](https://pypi.org/project/loguru) (π₯ 73M / month Β· π¦ 15K Β· β±οΈ 06.12.2024):
+- [PyPi](https://pypi.org/project/loguru) (π₯ 76M / month Β· π¦ 15K Β· β±οΈ 06.12.2024):
```
pip install loguru
```
-- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 4.5M Β· β±οΈ 16.01.2026):
+- [Conda](https://anaconda.org/conda-forge/loguru) (π₯ 4.6M Β· β±οΈ 16.01.2026):
```
conda install -c conda-forge loguru
```
@@ -1139,7 +1139,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/astanin/python-tabulate
```
-- [PyPi](https://pypi.org/project/tabulate) (π₯ 220M / month Β· π¦ 12K Β· β±οΈ 04.03.2026):
+- [PyPi](https://pypi.org/project/tabulate) (π₯ 230M / month Β· π¦ 12K Β· β±οΈ 04.03.2026):
```
pip install tabulate
```
@@ -1155,27 +1155,27 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/alive-progress) (π₯ 3.4M / month Β· π¦ 590 Β· β±οΈ 20.07.2025):
+- [PyPi](https://pypi.org/project/alive-progress) (π₯ 3.6M / month Β· π¦ 590 Β· β±οΈ 20.07.2025):
```
pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 310K Β· β±οΈ 08.03.2026):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (π₯ 320K Β· β±οΈ 08.03.2026):
```
conda install -c conda-forge alive-progress
```
progressbar2 (π₯32 Β· β 880) - Progressbar 2 - A progress bar for Python 2 and Python 3 - pip.. BSD-3
-- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 110 Β· π 100 Β· π₯ 3.7K Β· π 230 - 2% open Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/wolph/python-progressbar) (π¨βπ» 120 Β· π 100 Β· π₯ 3.7K Β· π 230 - 2% open Β· β±οΈ 10.07.2026):
```
git clone https://github.com/WoLpH/python-progressbar
```
-- [PyPi](https://pypi.org/project/progressbar2) (π₯ 18M / month Β· π¦ 930 Β· β±οΈ 28.08.2024):
+- [PyPi](https://pypi.org/project/progressbar2) (π₯ 19M / month Β· π¦ 930 Β· β±οΈ 28.08.2024):
```
pip install progressbar2
```
-- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 5M Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/progressbar2) (π₯ 5.1M Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge progressbar2
```
@@ -1187,11 +1187,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/borntyping/python-colorlog
```
-- [PyPi](https://pypi.org/project/colorlog) (π₯ 60M / month Β· π¦ 2.7K Β· β±οΈ 16.10.2025):
+- [PyPi](https://pypi.org/project/colorlog) (π₯ 62M / month Β· π¦ 2.7K Β· β±οΈ 16.10.2025):
```
pip install colorlog
```
-- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 7.2M Β· β±οΈ 16.10.2025):
+- [Conda](https://anaconda.org/conda-forge/colorlog) (π₯ 7.3M Β· β±οΈ 16.10.2025):
```
conda install -c conda-forge colorlog
```
@@ -1203,23 +1203,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/liiight/notifiers
```
-- [PyPi](https://pypi.org/project/notifiers) (π₯ 510K / month Β· π¦ 37 Β· β±οΈ 17.05.2025):
+- [PyPi](https://pypi.org/project/notifiers) (π₯ 530K / month Β· π¦ 37 Β· β±οΈ 17.05.2025):
```
pip install notifiers
```
-- [Conda](https://anaconda.org/conda-forge/notifiers) (π₯ 70K Β· β±οΈ 20.05.2025):
+- [Conda](https://anaconda.org/conda-forge/notifiers) (π₯ 71K Β· β±οΈ 20.05.2025):
```
conda install -c conda-forge notifiers
```
wasabi (π₯27 Β· β 470) - A lightweight console printing and formatting toolkit. MIT
-- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 14 Β· π 25 Β· π¦ 70K Β· π 10 - 50% open Β· β±οΈ 27.03.2026):
+- [GitHub](https://github.com/explosion/wasabi) (π¨βπ» 14 Β· π 25 Β· π¦ 71K Β· π 10 - 50% open Β· β±οΈ 27.03.2026):
```
git clone https://github.com/ines/wasabi
```
-- [PyPi](https://pypi.org/project/wasabi) (π₯ 18M / month Β· π¦ 210 Β· β±οΈ 31.05.2024):
+- [PyPi](https://pypi.org/project/wasabi) (π₯ 19M / month Β· π¦ 210 Β· β±οΈ 31.05.2024):
```
pip install wasabi
```
@@ -1228,14 +1228,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge wasabi
```
better-exceptions (π₯25 Β· β 4.7K Β· π€) - Pretty and useful exceptions in Python, automatically. MIT
+better-exceptions (π₯25 Β· β 4.7K) - Pretty and useful exceptions in Python, automatically. MIT
-- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 19 Β· π 220 Β· π 84 - 40% open Β· β±οΈ 22.10.2025):
+- [GitHub](https://github.com/Qix-/better-exceptions) (π¨βπ» 20 Β· π 220 Β· π 84 - 40% open Β· β±οΈ 10.07.2026):
```
git clone https://github.com/Qix-/better-exceptions
```
-- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 610K / month Β· π¦ 100 Β· β±οΈ 29.01.2021):
+- [PyPi](https://pypi.org/project/better-exceptions) (π₯ 620K / month Β· π¦ 100 Β· β±οΈ 29.01.2021):
```
pip install better-exceptions
```
@@ -1247,7 +1247,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/cknd/stackprinter
```
-- [PyPi](https://pypi.org/project/stackprinter) (π₯ 430K / month Β· π¦ 54 Β· β±οΈ 17.04.2026):
+- [PyPi](https://pypi.org/project/stackprinter) (π₯ 440K / month Β· π¦ 54 Β· β±οΈ 17.04.2026):
```
pip install stackprinter
```
@@ -1259,12 +1259,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 8 hidden projects...
- prettytable (π₯35 Β· β 1.7K) - Display tabular data in a visually appealing ASCII table.. βUnlicensed
+- python-json-logger (π₯31 Β· β 1.8K Β· π) - Json Formatter for the standard python logger. BSD-2
- logbook (π₯30 Β· β 1.5K) - A cool logging replacement for Python. βUnlicensed
- python-coloredlogs (π₯30 Β· β 560 Β· π) - Colored terminal output for Pythons logging module. MIT
-- python-json-logger (π₯28 Β· β 1.8K Β· π) - Json Formatter for the standard python logger. BSD-2
-- rebound (π₯25 Β· β 4.1K Β· π) - Instant Stack Overflow results whenever an exception is thrown. βοΈGPL-3.0
+- rebound (π₯26 Β· β 4.1K Β· π) - Instant Stack Overflow results whenever an exception is thrown. βοΈGPL-3.0
- PrettyErrors (π₯23 Β· β 2.9K Β· π) - Prettify Python exception output to make it legible. MIT
-- python-devtools (π₯21 Β· β 1.1K Β· π) - Dev tools for python. MIT
+- python-devtools (π₯23 Β· β 1.1K Β· π) - Dev tools for python. MIT
- tbvaccine (π₯17 Β· β 380 Β· π) - A small utility to pretty-print Python tracebacks. MIT
@@ -1273,21 +1273,21 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-xxh (π₯22 Β· β 6K) - Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish,.. BSD-2
+xxh (π₯20 Β· β 6K Β· π) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
-- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 29 Β· π 120 Β· π₯ 5.3K Β· π 100 - 29% open Β· β±οΈ 02.06.2026):
+- [GitHub](https://github.com/xxh/xxh) (π¨βπ» 29 Β· π 120 Β· π₯ 5.4K Β· π 100 - 29% open Β· β±οΈ 02.06.2026):
```
git clone https://github.com/xxh/xxh
```
-- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 1.1K / month Β· β±οΈ 06.04.2024):
+- [PyPi](https://pypi.org/project/xxh-xxh) (π₯ 880 / month Β· β±οΈ 06.04.2024):
```
pip install xxh-xxh
```
Show 1 hidden projects...
-- xonsh (π₯38 Β· β 9.5K) - Python-powered shell. Full-featured, cross-platform and AI-.. βοΈBSD-1-Clause
+- xonsh (π₯38 Β· β 9.6K) - Python-powered shell. Full-featured, cross-platform and AI-.. βοΈBSD-1-Clause
@@ -1299,7 +1299,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
mkdocs-material (π₯42 Β· β 27K) - Documentation that simply works. MIT 
-- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 330 Β· π 4.1K Β· π¦ 89K Β· π 2.7K - 0% open Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/squidfunk/mkdocs-material) (π¨βπ» 330 Β· π 4.1K Β· π¦ 90K Β· π 2.7K - 0% open Β· β±οΈ 06.07.2026):
```
git clone https://github.com/squidfunk/mkdocs-material
@@ -1308,7 +1308,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install mkdocs-material
```
-- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 1M Β· β±οΈ 27.03.2026):
+- [Conda](https://anaconda.org/conda-forge/mkdocs-material) (π₯ 1.1M Β· β±οΈ 27.03.2026):
```
conda install -c conda-forge mkdocs-material
```
@@ -1345,78 +1345,78 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge sphinx_rtd_theme
```
Griffe (π₯35 Β· β 660) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
+Griffe (π₯35 Β· β 670) - Signatures for entire Python programs. Extract the structure, the frame,.. ISC
-- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 50 Β· π 70 Β· π¦ 18K Β· π 310 - 10% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/mkdocstrings/griffe) (π¨βπ» 50 Β· π 70 Β· π¦ 18K Β· π 310 - 10% open Β· β±οΈ 12.07.2026):
```
git clone https://github.com/mkdocstrings/griffe
```
-- [PyPi](https://pypi.org/project/griffe) (π₯ 30M / month Β· π¦ 610 Β· β±οΈ 19.06.2026):
+- [PyPi](https://pypi.org/project/griffe) (π₯ 31M / month Β· π¦ 610 Β· β±οΈ 19.06.2026):
```
pip install griffe
```
-- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 980K Β· β±οΈ 21.06.2026):
+- [Conda](https://anaconda.org/conda-forge/griffe) (π₯ 990K Β· β±οΈ 21.06.2026):
```
conda install -c conda-forge griffe
```
mkdocstrings (π₯33 Β· β 2.1K) - Automatic documentation from sources, for MkDocs. ISC
-- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 55 Β· π 120 Β· π¦ 29K Β· π 480 - 1% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/mkdocstrings/mkdocstrings) (π¨βπ» 55 Β· π 120 Β· π¦ 29K Β· π 480 - 1% open Β· β±οΈ 11.07.2026):
```
git clone https://github.com/mkdocstrings/mkdocstrings
```
-- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 7.1M / month Β· π¦ 2K Β· β±οΈ 15.04.2026):
+- [PyPi](https://pypi.org/project/mkdocstrings) (π₯ 7.4M / month Β· π¦ 2.1K Β· β±οΈ 11.07.2026):
```
pip install mkdocstrings
```
-- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 370K Β· β±οΈ 11.06.2026):
+- [Conda](https://anaconda.org/conda-forge/mkdocstrings) (π₯ 380K Β· β±οΈ 12.07.2026):
```
conda install -c conda-forge mkdocstrings
```
breathe (π₯30 Β· β 810 Β· π€) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
+sphinx-autodoc-typehints (π₯33 Β· β 580) - Type hints support for the Sphinx autodoc extension. MIT 
-- [GitHub](https://github.com/breathe-doc/breathe) (π¨βπ» 120 Β· π 210 Β· π₯ 830 Β· π¦ 20K Β· π 620 - 31% open Β· β±οΈ 01.12.2025):
+- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 70 Β· π 110 Β· π¦ 61K Β· β±οΈ 16.07.2026):
```
- git clone https://github.com/michaeljones/breathe
+ git clone https://github.com/tox-dev/sphinx-autodoc-typehints
```
-- [PyPi](https://pypi.org/project/breathe) (π₯ 1.5M / month Β· π¦ 130 Β· β±οΈ 08.07.2025):
+- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π₯ 9.2M / month Β· π¦ 7.5K Β· β±οΈ 15.07.2026):
```
- pip install breathe
+ pip install sphinx-autodoc-typehints
```
-- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 1.3M Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 1.1M Β· β±οΈ 04.07.2026):
```
- conda install -c conda-forge breathe
+ conda install -c conda-forge sphinx-autodoc-typehints
```
sphinx-autodoc-typehints (π₯30 Β· β 580) - Type hints support for the Sphinx autodoc extension. MIT
+breathe (π₯30 Β· β 810 Β· π€) - ReStructuredText and Sphinx bridge to Doxygen. BSD-3
-- [GitHub](https://github.com/tox-dev/sphinx-autodoc-typehints) (π¨βπ» 70 Β· π 110 Β· π¦ 61K Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/breathe-doc/breathe) (π¨βπ» 120 Β· π 210 Β· π₯ 830 Β· π¦ 20K Β· π 620 - 31% open Β· β±οΈ 01.12.2025):
```
- git clone https://github.com/tox-dev/sphinx-autodoc-typehints
+ git clone https://github.com/michaeljones/breathe
```
-- [PyPi](https://pypi.org/project/sphinx-autodoc-typehints) (π¦ 7.5K Β· β±οΈ 03.07.2026):
+- [PyPi](https://pypi.org/project/breathe) (π₯ 1.5M / month Β· π¦ 130 Β· β±οΈ 08.07.2025):
```
- pip install sphinx-autodoc-typehints
+ pip install breathe
```
-- [Conda](https://anaconda.org/conda-forge/sphinx-autodoc-typehints) (π₯ 1.1M Β· β±οΈ 04.07.2026):
+- [Conda](https://anaconda.org/conda-forge/breathe) (π₯ 1.3M Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge sphinx-autodoc-typehints
+ conda install -c conda-forge breathe
```
sphinx-autobuild (π₯29 Β· β 610 Β· π€) - Watch a Sphinx directory and rebuild the.. MIT
-- [GitHub](https://github.com/sphinx-doc/sphinx-autobuild) (π¨βπ» 37 Β· π 96 Β· π¦ 33K Β· π 120 - 18% open Β· β±οΈ 16.12.2025):
+- [GitHub](https://github.com/sphinx-doc/sphinx-autobuild) (π¨βπ» 37 Β· π 97 Β· π¦ 33K Β· π 120 - 18% open Β· β±οΈ 16.12.2025):
```
git clone https://github.com/executablebooks/sphinx-autobuild
```
-- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 5.7M / month Β· π¦ 2.3K Β· β±οΈ 25.08.2025):
+- [PyPi](https://pypi.org/project/sphinx-autobuild) (π₯ 5.9M / month Β· π¦ 2.3K Β· β±οΈ 25.08.2025):
```
pip install sphinx-autobuild
```
@@ -1443,28 +1443,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
blacken-docs (π₯26 Β· β 680) - Run `black` on python code blocks in documentation files. MIT
-- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 26 Β· π 45 Β· π¦ 1.6K Β· π 81 - 11% open Β· β±οΈ 12.06.2026):
+- [GitHub](https://github.com/adamchainz/blacken-docs) (π¨βπ» 26 Β· π 45 Β· π¦ 1.6K Β· π 81 - 11% open Β· β±οΈ 15.07.2026):
```
git clone https://github.com/asottile/blacken-docs
```
-- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 140K / month Β· π¦ 120 Β· β±οΈ 08.09.2025):
+- [PyPi](https://pypi.org/project/blacken-docs) (π₯ 130K / month Β· π¦ 120 Β· β±οΈ 08.09.2025):
```
pip install blacken-docs
```
-- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 63K Β· β±οΈ 08.09.2025):
+- [Conda](https://anaconda.org/conda-forge/blacken-docs) (π₯ 64K Β· β±οΈ 08.09.2025):
```
conda install -c conda-forge blacken-docs
```
mkdocs-awesome-pages-plugin (π₯24 Β· β 620 Β· π) - A plugin for customizing the navigation structure of.. MIT
+mkdocs-awesome-pages-plugin (π₯24 Β· β 620) - A plugin for customizing the navigation structure of.. MIT
-- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-nav) (π¨βπ» 12 Β· π 42 Β· π¦ 640 Β· π 120 - 18% open Β· β±οΈ 10.04.2026):
+- [GitHub](https://github.com/lukasgeiter/mkdocs-awesome-nav) (π¨βπ» 12 Β· π 42 Β· π¦ 660 Β· π 120 - 18% open Β· β±οΈ 10.04.2026):
```
git clone https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 860K / month Β· π¦ 220 Β· β±οΈ 22.12.2024):
+- [PyPi](https://pypi.org/project/mkdocs-awesome-pages-plugin) (π₯ 890K / month Β· π¦ 220 Β· β±οΈ 22.12.2024):
```
pip install mkdocs-awesome-pages-plugin
```
@@ -1476,7 +1476,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ml-tooling/lazydocs
```
-- [PyPi](https://pypi.org/project/lazydocs) (π₯ 22K / month Β· π¦ 65 Β· β±οΈ 27.07.2021):
+- [PyPi](https://pypi.org/project/lazydocs) (π₯ 21K / month Β· π¦ 65 Β· β±οΈ 27.07.2021):
```
pip install lazydocs
```
@@ -1488,7 +1488,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/zhaoterryy/mkdocs-pdf-export-plugin
```
-- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 37K / month Β· π¦ 6 Β· β±οΈ 05.10.2021):
+- [PyPi](https://pypi.org/project/mkdocs-pdf-export-plugin) (π₯ 39K / month Β· π¦ 6 Β· β±οΈ 05.10.2021):
```
pip install mkdocs-pdf-export-plugin
```
@@ -1509,14 +1509,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- sphinx (π₯42 Β· β 7.9K) - The Sphinx documentation generator. βUnlicensed BSD-3 βοΈMIT-0
+- pdoc (π₯32 Β· β 2.5K) - API Documentation for Python Projects. βοΈMIT-0
- numpydoc (π₯30 Β· β 350) - Numpys Sphinx extensions. βUnlicensed MIT
- sphinx-bootstrap-theme (π₯26 Β· β 590 Β· π) - Sphinx Bootstrap Theme. MIT MIT MIT MIT
- releases (π₯23 Β· β 180 Β· π) - A powerful Sphinx changelog-generating extension. BSD-2 MIT ISC
- pycco (π₯22 Β· β 870 Β· π) - Literate-style documentation generator. MIT
- mkdocs-git-revision-date-plugin (π₯21 Β· β 61 Β· π) - MkDocs plugin for setting revision date from git per.. MIT PySnooper (π₯32 Β· β 17K) - Never use print for debugging again. MIT
-- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 30 Β· π 960 Β· π¦ 2.1K Β· π 140 - 20% open Β· β±οΈ 08.06.2026):
+- [GitHub](https://github.com/cool-RR/PySnooper) (π¨βπ» 30 Β· π 950 Β· π¦ 2.1K Β· π 140 - 20% open Β· β±οΈ 08.06.2026):
```
git clone https://github.com/cool-RR/PySnooper
```
-- [PyPi](https://pypi.org/project/pysnooper) (π₯ 600K / month Β· π¦ 67 Β· β±οΈ 31.05.2025):
+- [PyPi](https://pypi.org/project/pysnooper) (π₯ 580K / month Β· π¦ 67 Β· β±οΈ 31.05.2025):
```
pip install pysnooper
```
@@ -1560,36 +1560,36 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pysnooper
```
ipdb (π₯31 Β· β 2K) - Integration of IPython pdb. BSD-3
+icecream (π₯31 Β· β 10K) - Never use print() to debug again. MIT
-- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 60 Β· π 150 Β· π¦ 69K Β· π 210 - 36% open Β· β±οΈ 27.02.2026):
+- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 38 Β· π 220 Β· π¦ 24 Β· π 170 - 37% open Β· β±οΈ 06.07.2026):
```
- git clone https://github.com/gotcha/ipdb
+ git clone https://github.com/gruns/icecream
```
-- [PyPi](https://pypi.org/project/ipdb) (π₯ 17M / month Β· π¦ 1.1K Β· β±οΈ 09.03.2023):
+- [PyPi](https://pypi.org/project/icecream) (π₯ 2M / month Β· π¦ 600 Β· β±οΈ 03.04.2026):
```
- pip install ipdb
+ pip install icecream
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 920K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 110K Β· β±οΈ 04.04.2026):
```
- conda install -c conda-forge ipdb
+ conda install -c conda-forge icecream
```
icecream (π₯28 Β· β 10K) - Never use print() to debug again. MIT
+ipdb (π₯31 Β· β 2K) - Integration of IPython pdb. BSD-3
-- [GitHub](https://github.com/gruns/icecream) (π¨βπ» 38 Β· π 220 Β· π¦ 24 Β· π 170 - 37% open Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/gotcha/ipdb) (π¨βπ» 60 Β· π 150 Β· π¦ 69K Β· π 210 - 36% open Β· β±οΈ 27.02.2026):
```
- git clone https://github.com/gruns/icecream
+ git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/icecream) (π¦ 600 Β· β±οΈ 03.04.2026):
+- [PyPi](https://pypi.org/project/ipdb) (π₯ 17M / month Β· π¦ 1.1K Β· β±οΈ 09.03.2023):
```
- pip install icecream
+ pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/icecream) (π₯ 110K Β· β±οΈ 04.04.2026):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (π₯ 940K Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge icecream
+ conda install -c conda-forge ipdb
```
snoop (π₯24 Β· β 1.5K) - A powerful set of Python debugging tools, based on PySnooper. MIT
@@ -1599,11 +1599,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/alexmojaki/snoop
```
-- [PyPi](https://pypi.org/project/snoop) (π₯ 240K / month Β· π¦ 41 Β· β±οΈ 06.10.2024):
+- [PyPi](https://pypi.org/project/snoop) (π₯ 250K / month Β· π¦ 41 Β· β±οΈ 06.10.2024):
```
pip install snoop
```
-- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 16K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/snoop) (π₯ 17K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge snoop
```
@@ -1615,7 +1615,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/hunter) (π₯ 970K / month Β· π¦ 17 Β· β±οΈ 22.08.2025):
+- [PyPi](https://pypi.org/project/hunter) (π₯ 1M / month Β· π¦ 17 Β· β±οΈ 22.08.2025):
```
pip install hunter
```
@@ -1640,7 +1640,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- pudb (π₯32 Β· β 3.2K) - Full-screen console debugger for Python. βUnlicensed
- pdbpp (π₯27 Β· β 1.5K Β· π) - pdb++, a drop-in replacement for pdb (the Python debugger). BSD-3
-- gdbgui (π₯26 Β· β 10K Β· π) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
+- gdbgui (π₯25 Β· β 10K Β· π) - Browser-based frontend to gdb (gnu debugger). Add breakpoints,.. βοΈGPL-3.0
- pyrasite (π₯22 Β· β 2.9K Β· π) - Inject code into running Python processes. βοΈGPL-3.0
- python-manhole (π₯20 Β· β 400 Β· π) - Debugging manhole for python applications. BSD-2
- reloadium (π₯18 Β· β 3K Β· π) - Hot Reloading and Profiling for Python. Apache-2
@@ -1657,44 +1657,44 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest (π₯51 Β· β 14K) - The pytest framework makes it easy to write small tests, yet scales to.. MIT 
-- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 1.1K Β· π 3.2K Β· π₯ 32K Β· π¦ 1.8M Β· π 6.5K - 15% open Β· β±οΈ 07.07.2026):
+- [GitHub](https://github.com/pytest-dev/pytest) (π¨βπ» 1.1K Β· π 3.2K Β· π₯ 32K Β· π¦ 1.8M Β· π 6.5K - 15% open Β· β±οΈ 13.07.2026):
```
git clone https://github.com/pytest-dev/pytest
```
-- [PyPi](https://pypi.org/project/pytest) (π₯ 990M / month Β· π¦ 190K Β· β±οΈ 19.06.2026):
+- [PyPi](https://pypi.org/project/pytest) (π₯ 1B / month Β· π¦ 190K Β· β±οΈ 19.06.2026):
```
pip install pytest
```
-- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 51M Β· β±οΈ 22.06.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest) (π₯ 52M Β· β±οΈ 22.06.2026):
```
conda install -c conda-forge pytest
```
hypothesis (π₯44 Β· β 8.8K) - The property-based testing library for Python. MPL-2.0
-- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 380 Β· π 660 Β· π¦ 43K Β· π 1.8K - 2% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/HypothesisWorks/hypothesis) (π¨βπ» 380 Β· π 660 Β· π¦ 43K Β· π 1.8K - 2% open Β· β±οΈ 13.07.2026):
```
git clone https://github.com/HypothesisWorks/hypothesis
```
-- [PyPi](https://pypi.org/project/hypothesis) (π₯ 39M / month Β· π¦ 7K Β· β±οΈ 08.07.2026):
+- [PyPi](https://pypi.org/project/hypothesis) (π₯ 41M / month Β· π¦ 7K Β· β±οΈ 10.07.2026):
```
pip install hypothesis
```
-- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 20M Β· β±οΈ 08.07.2026):
+- [Conda](https://anaconda.org/conda-forge/hypothesis) (π₯ 20M Β· β±οΈ 11.07.2026):
```
conda install -c conda-forge hypothesis
```
robotframework (π₯43 Β· β 12K) - Generic automation framework for acceptance testing and RPA. Apache-2
-- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 230 Β· π 2.5K Β· π₯ 590 Β· π¦ 14K Β· π 4.8K - 5% open Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/robotframework/robotframework) (π¨βπ» 230 Β· π 2.5K Β· π₯ 590 Β· π¦ 14K Β· π 4.8K - 5% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/robotframework/robotframework
```
-- [PyPi](https://pypi.org/project/robotframework) (π₯ 4.7M / month Β· π¦ 1.1K Β· β±οΈ 03.03.2026):
+- [PyPi](https://pypi.org/project/robotframework) (π₯ 4.9M / month Β· π¦ 1.1K Β· β±οΈ 03.03.2026):
```
pip install robotframework
```
@@ -1705,24 +1705,24 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
playwright-python (π₯42 Β· β 15K) - Python version of the Playwright testing and automation.. Apache-2
-- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 55 Β· π 1.2K Β· π¦ 58K Β· π 1.5K - 0% open Β· β±οΈ 29.06.2026):
+- [GitHub](https://github.com/microsoft/playwright-python) (π¨βπ» 55 Β· π 1.2K Β· π¦ 59K Β· π 1.6K - 0% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/microsoft/playwright-python
```
-- [PyPi](https://pypi.org/project/playwright) (π₯ 81M / month Β· π¦ 6.8K Β· β±οΈ 29.06.2026):
+- [PyPi](https://pypi.org/project/playwright) (π₯ 85M / month Β· π¦ 6.8K Β· β±οΈ 29.06.2026):
```
pip install playwright
```
tox (π₯42 Β· β 3.9K) - Command line driven CI frontend and development task automation tool. MIT
-- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 350 Β· π 560 Β· π¦ 140K Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/tox-dev/tox) (π¨βπ» 350 Β· π 560 Β· π¦ 140K Β· β±οΈ 16.07.2026):
```
git clone https://github.com/tox-dev/tox
```
-- [PyPi](https://pypi.org/project/tox) (π₯ 34M / month Β· π¦ 14K Β· β±οΈ 08.07.2026):
+- [PyPi](https://pypi.org/project/tox) (π₯ 35M / month Β· π¦ 14K Β· β±οΈ 08.07.2026):
```
pip install tox
```
@@ -1733,44 +1733,44 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest-asyncio (π₯41 Β· β 1.6K) - Asyncio support for pytest. Apache-2
-- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 82 Β· π 190 Β· π₯ 2K Β· π¦ 210K Β· π 400 - 12% open Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/pytest-dev/pytest-asyncio) (π¨βπ» 82 Β· π 190 Β· π₯ 2K Β· π¦ 210K Β· π 400 - 12% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/pytest-dev/pytest-asyncio
```
-- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 220M / month Β· π¦ 41K Β· β±οΈ 26.05.2026):
+- [PyPi](https://pypi.org/project/pytest-asyncio) (π₯ 230M / month Β· π¦ 41K Β· β±οΈ 26.05.2026):
```
pip install pytest-asyncio
```
-- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 3.6M Β· β±οΈ 26.05.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest-asyncio) (π₯ 3.7M Β· β±οΈ 26.05.2026):
```
conda install -c conda-forge pytest-asyncio
```
pytest-xdist (π₯38 Β· β 1.9K) - pytest plugin for distributed testing and loop-on-failures.. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 120 Β· π 270 Β· π₯ 510 Β· π¦ 140K Β· π 720 - 43% open Β· β±οΈ 29.06.2026):
+- [GitHub](https://github.com/pytest-dev/pytest-xdist) (π¨βπ» 120 Β· π 270 Β· π₯ 510 Β· π¦ 140K Β· π 720 - 43% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/pytest-dev/pytest-xdist
```
-- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 140M / month Β· π¦ 5.6K Β· β±οΈ 01.07.2025):
+- [PyPi](https://pypi.org/project/pytest-xdist) (π₯ 150M / month Β· π¦ 5.6K Β· β±οΈ 01.07.2025):
```
pip install pytest-xdist
```
-- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 13M Β· β±οΈ 02.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-xdist) (π₯ 14M Β· β±οΈ 02.07.2025):
```
conda install -c conda-forge pytest-xdist
```
pytest-cov (π₯37 Β· β 2K) - Coverage plugin for pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 100 Β· π 230 Β· π 460 - 34% open Β· β±οΈ 24.04.2026):
+- [GitHub](https://github.com/pytest-dev/pytest-cov) (π¨βπ» 100 Β· π 230 Β· π 460 - 35% open Β· β±οΈ 24.04.2026):
```
git clone https://github.com/pytest-dev/pytest-cov
```
-- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 200M / month Β· π¦ 78K Β· β±οΈ 21.03.2026):
+- [PyPi](https://pypi.org/project/pytest-cov) (π₯ 210M / month Β· π¦ 78K Β· β±οΈ 21.03.2026):
```
pip install pytest-cov
```
@@ -1781,28 +1781,28 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pytest-mock (π₯37 Β· β 2K) - Thin-wrapper around the mock package for easier use with pytest. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 84 Β· π 160 Β· π₯ 200 Β· π¦ 140K Β· π 170 - 7% open Β· β±οΈ 30.06.2026):
+- [GitHub](https://github.com/pytest-dev/pytest-mock) (π¨βπ» 84 Β· π 160 Β· π₯ 200 Β· π¦ 140K Β· π 170 - 7% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/pytest-dev/pytest-mock
```
-- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 97M / month Β· π¦ 9.4K Β· β±οΈ 16.09.2025):
+- [PyPi](https://pypi.org/project/pytest-mock) (π₯ 99M / month Β· π¦ 9.4K Β· β±οΈ 16.09.2025):
```
pip install pytest-mock
```
-- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 5.6M Β· β±οΈ 17.09.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-mock) (π₯ 5.7M Β· β±οΈ 17.09.2025):
```
conda install -c conda-forge pytest-mock
```
pytest-bdd (π₯35 Β· β 1.5K Β· π) - BDD library for the pytest runner. MIT
+pytest-bdd (π₯35 Β· β 1.5K) - BDD library for the pytest runner. MIT
-- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 71 Β· π 240 Β· π¦ 4.9K Β· π 390 - 22% open Β· β±οΈ 05.07.2026):
+- [GitHub](https://github.com/pytest-dev/pytest-bdd) (π¨βπ» 71 Β· π 240 Β· π¦ 5K Β· π 390 - 22% open Β· β±οΈ 05.07.2026):
```
git clone https://github.com/pytest-dev/pytest-bdd
```
-- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 3.3M / month Β· π¦ 110 Β· β±οΈ 05.12.2024):
+- [PyPi](https://pypi.org/project/pytest-bdd) (π₯ 3.4M / month Β· π¦ 110 Β· β±οΈ 05.12.2024):
```
pip install pytest-bdd
```
@@ -1811,25 +1811,41 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-bdd
```
mimesis (π₯34 Β· β 4.8K) - Mimesis is a fast Python library for generating fake data in multiple.. MIT
+
+- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 130 Β· π 360 Β· π₯ 920 Β· π¦ 2.3K Β· π 380 - 5% open Β· β±οΈ 16.07.2026):
+
+ ```
+ git clone https://github.com/lk-geimfari/mimesis
+ ```
+- [PyPi](https://pypi.org/project/mimesis) (π₯ 2.4M / month Β· π¦ 100 Β· β±οΈ 16.07.2026):
+ ```
+ pip install mimesis
+ ```
+- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 390K Β· β±οΈ 11.01.2026):
+ ```
+ conda install -c conda-forge mimesis
+ ```
+nox (π₯34 Β· β 1.5K) - Flexible test automation for Python. Apache-2
-- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 120 Β· π 180 Β· π¦ 8.1K Β· π 450 - 15% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/wntrblm/nox) (π¨βπ» 120 Β· π 190 Β· π¦ 8.2K Β· π 450 - 14% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/theacodes/nox
```
-- [PyPi](https://pypi.org/project/nox) (π₯ 6.3M / month Β· π¦ 1.6K Β· β±οΈ 10.04.2026):
+- [PyPi](https://pypi.org/project/nox) (π₯ 6.2M / month Β· π¦ 1.8K Β· β±οΈ 12.07.2026):
```
pip install nox
```
-- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 610K Β· β±οΈ 10.04.2026):
+- [Conda](https://anaconda.org/conda-forge/nox) (π₯ 610K Β· β±οΈ 12.07.2026):
```
conda install -c conda-forge nox
```
pytest-html (π₯34 Β· β 770) - Plugin for generating HTML reports for pytest results. MPL-2.0
-- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 66 Β· π 250 Β· π¦ 59K Β· π 450 - 41% open Β· β±οΈ 29.06.2026):
+- [GitHub](https://github.com/pytest-dev/pytest-html) (π¨βπ» 66 Β· π 250 Β· π¦ 59K Β· π 450 - 41% open Β· β±οΈ 13.07.2026):
```
git clone https://github.com/pytest-dev/pytest-html
@@ -1838,19 +1854,19 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pytest-html
```
-- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 1.1M Β· β±οΈ 21.01.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest-html) (π₯ 1.2M Β· β±οΈ 21.01.2026):
```
conda install -c conda-forge pytest-html
```
coveralls-python (π₯34 Β· β 570) - Show coverage stats online via coveralls.io. MIT
-- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 67 Β· π 190 Β· π¦ 37K Β· π 180 - 4% open Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/TheKevJames/coveralls-python) (π¨βπ» 67 Β· π 190 Β· π¦ 37K Β· π 180 - 4% open Β· β±οΈ 10.07.2026):
```
git clone https://github.com/TheKevJames/coveralls-python
```
-- [PyPi](https://pypi.org/project/coveralls) (π₯ 1.3M / month Β· π¦ 2.6K Β· β±οΈ 28.02.2026):
+- [PyPi](https://pypi.org/project/coveralls) (π₯ 1.2M / month Β· π¦ 2.6K Β· β±οΈ 28.02.2026):
```
pip install coveralls
```
@@ -1861,12 +1877,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
nose2 (π₯33 Β· β 820) - The successor to nose, based on unittest2. BSD-2
-- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 85 Β· π 130 Β· π¦ 27K Β· π 280 - 17% open Β· β±οΈ 22.06.2026):
+- [GitHub](https://github.com/nose-devs/nose2) (π¨βπ» 86 Β· π 130 Β· π¦ 27K Β· π 280 - 16% open Β· β±οΈ 15.07.2026):
```
git clone https://github.com/nose-devs/nose2
```
-- [PyPi](https://pypi.org/project/nose2) (π₯ 670K / month Β· π¦ 360 Β· β±οΈ 02.03.2026):
+- [PyPi](https://pypi.org/project/nose2) (π₯ 700K / month Β· π¦ 360 Β· β±οΈ 02.03.2026):
```
pip install nose2
```
@@ -1875,30 +1891,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge nose2
```
mimesis (π₯32 Β· β 4.8K) - Mimesis is a fast Python library for generating fake data in multiple.. MIT
-
-- [GitHub](https://github.com/lk-geimfari/mimesis) (π¨βπ» 130 Β· π 350 Β· π₯ 920 Β· π¦ 2.3K Β· π 370 - 2% open Β· β±οΈ 09.07.2026):
-
- ```
- git clone https://github.com/lk-geimfari/mimesis
- ```
-- [PyPi](https://pypi.org/project/mimesis) (π₯ 2.2M / month Β· π¦ 83 Β· β±οΈ 11.01.2026):
- ```
- pip install mimesis
- ```
-- [Conda](https://anaconda.org/conda-forge/mimesis) (π₯ 390K Β· β±οΈ 11.01.2026):
- ```
- conda install -c conda-forge mimesis
- ```
-freezegun (π₯32 Β· β 4.5K Β· π€) - Let your Python tests travel through time. Apache-2
+freezegun (π₯32 Β· β 4.5K Β· π€) - Let your Python tests travel through time. Apache-2
- [GitHub](https://github.com/spulec/freezegun) (π¨βπ» 130 Β· π 290 Β· π₯ 300 Β· π 360 - 40% open Β· β±οΈ 19.08.2025):
```
git clone https://github.com/spulec/freezegun
```
-- [PyPi](https://pypi.org/project/freezegun) (π₯ 48M / month Β· π¦ 1.3K Β· β±οΈ 09.08.2025):
+- [PyPi](https://pypi.org/project/freezegun) (π₯ 51M / month Β· π¦ 1.3K Β· β±οΈ 09.08.2025):
```
pip install freezegun
```
@@ -1907,36 +1907,36 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge freezegun
```
pytest-testinfra (π₯31 Β· β 2.5K) - Testinfra test your infrastructures. Apache-2
+asv (π₯32 Β· β 1K) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
-- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 140 Β· π 360 Β· π¦ 2.7K Β· π 380 - 38% open Β· β±οΈ 04.06.2026):
+- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 98 Β· π 210 Β· π₯ 2.2K Β· π¦ 1.7K Β· π 700 - 24% open Β· β±οΈ 27.06.2026):
```
- git clone https://github.com/pytest-dev/pytest-testinfra
+ git clone https://github.com/airspeed-velocity/asv
```
-- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 1.3M / month Β· π¦ 20 Β· β±οΈ 30.03.2025):
+- [PyPi](https://pypi.org/project/asv) (π₯ 490K / month Β· π¦ 210 Β· β±οΈ 27.06.2026):
```
- pip install pytest-testinfra
+ pip install asv
```
-- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 41K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 1.5M Β· β±οΈ 27.06.2026):
```
- conda install -c conda-forge pytest-testinfra
+ conda install -c conda-forge asv
```
asv (π₯31 Β· β 1K) - Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. BSD-3
+pytest-testinfra (π₯31 Β· β 2.5K) - Testinfra test your infrastructures. Apache-2
-- [GitHub](https://github.com/airspeed-velocity/asv) (π¨βπ» 98 Β· π 210 Β· π₯ 2.2K Β· π¦ 1.7K Β· π 700 - 24% open Β· β±οΈ 27.06.2026):
+- [GitHub](https://github.com/pytest-dev/pytest-testinfra) (π¨βπ» 140 Β· π 360 Β· π¦ 2.7K Β· π 380 - 38% open Β· β±οΈ 04.06.2026):
```
- git clone https://github.com/airspeed-velocity/asv
+ git clone https://github.com/pytest-dev/pytest-testinfra
```
-- [PyPi](https://pypi.org/project/asv) (π₯ 420K / month Β· π¦ 210 Β· β±οΈ 27.06.2026):
+- [PyPi](https://pypi.org/project/pytest-testinfra) (π₯ 1.4M / month Β· π¦ 20 Β· β±οΈ 30.03.2025):
```
- pip install asv
+ pip install pytest-testinfra
```
-- [Conda](https://anaconda.org/conda-forge/asv) (π₯ 1.5M Β· β±οΈ 27.06.2026):
+- [Conda](https://anaconda.org/conda-forge/pytest-testinfra) (π₯ 42K Β· β±οΈ 22.04.2025):
```
- conda install -c conda-forge asv
+ conda install -c conda-forge pytest-testinfra
```
factory_boy (π₯30 Β· β 3.8K Β· π€) - A test fixtures replacement for Python. MIT
@@ -1950,7 +1950,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install factory_boy
```
-- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 380K Β· β±οΈ 25.04.2025):
+- [Conda](https://anaconda.org/conda-forge/factory_boy) (π₯ 390K Β· β±οΈ 25.04.2025):
```
conda install -c conda-forge factory_boy
```
@@ -1962,11 +1962,11 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Teemu/pytest-sugar
```
-- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 7.1M / month Β· π¦ 1.5K Β· β±οΈ 23.08.2025):
+- [PyPi](https://pypi.org/project/pytest-sugar) (π₯ 7.4M / month Β· π¦ 1.5K Β· β±οΈ 23.08.2025):
```
pip install pytest-sugar
```
-- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 610K Β· β±οΈ 24.08.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-sugar) (π₯ 620K Β· β±οΈ 24.08.2025):
```
conda install -c conda-forge pytest-sugar
```
@@ -1978,7 +1978,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ionelmc/pytest-benchmark
```
-- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 14M / month Β· π¦ 1.9K Β· β±οΈ 09.11.2025):
+- [PyPi](https://pypi.org/project/pytest-benchmark) (π₯ 13M / month Β· π¦ 1.9K Β· β±οΈ 09.11.2025):
```
pip install pytest-benchmark
```
@@ -1987,6 +1987,22 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pytest-benchmark
```
pytest-randomly (π₯29 Β· β 710 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
+
+- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 35 Β· π¦ 12K Β· π 77 - 11% open Β· β±οΈ 15.07.2026):
+
+ ```
+ git clone https://github.com/pytest-dev/pytest-randomly
+ ```
+- [PyPi](https://pypi.org/project/pytest-randomly) (π₯ 8.5M / month Β· π¦ 940 Β· β±οΈ 20.04.2026):
+ ```
+ pip install pytest-randomly
+ ```
+- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 400K Β· β±οΈ 22.04.2025):
+ ```
+ conda install -c conda-forge pytest-randomly
+ ```
+pytest-testmon (π₯28 Β· β 1K Β· π€) - Selects tests affected by changed files. Executes the.. MIT
- [GitHub](https://github.com/tarpas/pytest-testmon) (π¨βπ» 29 Β· π 78 Β· π¦ 1.7K Β· π 180 - 20% open Β· β±οΈ 01.12.2025):
@@ -1994,7 +2010,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/tarpas/pytest-testmon
```
-- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 4M / month Β· π¦ 59 Β· β±οΈ 01.12.2025):
+- [PyPi](https://pypi.org/project/pytest-testmon) (π₯ 4.2M / month Β· π¦ 59 Β· β±οΈ 01.12.2025):
```
pip install pytest-testmon
```
@@ -2010,7 +2026,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/dbader/pytest-mypy
```
-- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 510K / month Β· π¦ 780 Β· β±οΈ 02.04.2025):
+- [PyPi](https://pypi.org/project/pytest-mypy) (π₯ 530K / month Β· π¦ 780 Β· β±οΈ 02.04.2025):
```
pip install pytest-mypy
```
@@ -2021,12 +2037,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
xdoctest (π₯26 Β· β 220) - A rewrite of Pythons builtin doctest module (with pytest plugin.. Apache-2
-- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 13 Β· π 19 Β· π₯ 350 Β· π 61 - 40% open Β· β±οΈ 12.04.2026):
+- [GitHub](https://github.com/Erotemic/xdoctest) (π¨βπ» 14 Β· π 19 Β· π₯ 350 Β· π 61 - 40% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/Erotemic/xdoctest
```
-- [PyPi](https://pypi.org/project/xdoctest) (π₯ 890K / month Β· π¦ 260 Β· β±οΈ 27.03.2026):
+- [PyPi](https://pypi.org/project/xdoctest) (π₯ 910K / month Β· π¦ 260 Β· β±οΈ 27.03.2026):
```
pip install xdoctest
```
@@ -2035,22 +2051,6 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge xdoctest
```
pytest-randomly (π₯25 Β· β 710 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
-
-- [GitHub](https://github.com/pytest-dev/pytest-randomly) (π¨βπ» 20 Β· π 35 Β· π¦ 12K Β· π 77 - 11% open Β· β±οΈ 12.06.2026):
-
- ```
- git clone https://github.com/pytest-dev/pytest-randomly
- ```
-- [PyPi](https://pypi.org/project/pytest-randomly) (π¦ 940 Β· β±οΈ 20.04.2026):
- ```
- pip install pytest-randomly
- ```
-- [Conda](https://anaconda.org/conda-forge/pytest-randomly) (π₯ 400K Β· β±οΈ 22.04.2025):
- ```
- conda install -c conda-forge pytest-randomly
- ```
-pytest-docker (π₯25 Β· β 490 Β· π€) - Docker-based integration tests. MIT
- [GitHub](https://github.com/avast/pytest-docker) (π¨βπ» 30 Β· π 77 Β· π₯ 290 Β· π¦ 2.7K Β· π 62 - 33% open Β· β±οΈ 12.11.2025):
@@ -2058,14 +2058,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/avast/pytest-docker
```
-- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 1.8M / month Β· π¦ 150 Β· β±οΈ 12.11.2025):
+- [PyPi](https://pypi.org/project/pytest-docker) (π₯ 2M / month Β· π¦ 150 Β· β±οΈ 12.11.2025):
```
pip install pytest-docker
```
pytest-datadir (π₯25 Β· β 280) - pytest plugin for manipulating test data directories and.. MIT
-- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 16 Β· π 25 Β· π₯ 99 Β· π¦ 2.3K Β· π 23 - 13% open Β· β±οΈ 16.03.2026):
+- [GitHub](https://github.com/gabrielcnr/pytest-datadir) (π¨βπ» 16 Β· π 26 Β· π₯ 99 Β· π¦ 2.3K Β· π 25 - 20% open Β· β±οΈ 16.03.2026):
```
git clone https://github.com/gabrielcnr/pytest-datadir
@@ -2074,7 +2074,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install pytest-datadir
```
-- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 520K Β· β±οΈ 30.07.2025):
+- [Conda](https://anaconda.org/conda-forge/pytest-datadir) (π₯ 530K Β· β±οΈ 30.07.2025):
```
conda install -c conda-forge pytest-datadir
```
@@ -2094,7 +2094,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
- pytest-plugins (π₯22 Β· β 600 Β· π) - A grab-bag of nifty pytest plugins. MIT
- assertpy (π₯21 Β· β 520 Β· π) - Simple assertion library for unit testing in python with a fluent.. BSD-3
- fake2db (π₯18 Β· β 2.4K Β· π) - create custom test databases that are populated with fake data. βοΈGPL-2.0
-- pytest-play (π₯17 Β· β 72 Β· π) - pytest plugin that let you automate actions and.. Apache-2 Apache-2
@@ -2106,12 +2106,12 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pyinstaller (π₯44 Β· β 13K) - Freeze (package) Python programs into stand-alone executables. βοΈGPL-2.0
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 490 Β· π 2K Β· π₯ 750K Β· π¦ 89K Β· π 5.6K - 5% open Β· β±οΈ 07.07.2026):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (π¨βπ» 490 Β· π 2K Β· π₯ 750K Β· π¦ 90K Β· π 5.6K - 5% open Β· β±οΈ 15.07.2026):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 10M / month Β· π¦ 2.3K Β· β±οΈ 13.06.2026):
+- [PyPi](https://pypi.org/project/pyinstaller) (π₯ 11M / month Β· π¦ 2.3K Β· β±οΈ 13.06.2026):
```
pip install pyinstaller
```
@@ -2127,42 +2127,42 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/Nuitka/Nuitka
```
-- [PyPi](https://pypi.org/project/nuitka) (π₯ 430K / month Β· π¦ 240 Β· β±οΈ 21.06.2026):
+- [PyPi](https://pypi.org/project/nuitka) (π₯ 450K / month Β· π¦ 240 Β· β±οΈ 21.06.2026):
```
pip install nuitka
```
-- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 3.4M Β· β±οΈ 24.06.2026):
+- [Conda](https://anaconda.org/conda-forge/nuitka) (π₯ 3.5M Β· β±οΈ 24.06.2026):
```
conda install -c conda-forge nuitka
```
pex (π₯35 Β· β 4.2K) - A tool for generating .pex (Python EXecutable) files, lock files and venvs. Apache-2
-- [GitHub](https://github.com/pex-tool/pex) (π¨βπ» 130 Β· π 310 Β· π₯ 660K Β· π 1.2K - 4% open Β· β±οΈ 04.07.2026):
+- [GitHub](https://github.com/pex-tool/pex) (π¨βπ» 130 Β· π 310 Β· π₯ 710K Β· π 1.2K - 4% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/pantsbuild/pex
```
-- [PyPi](https://pypi.org/project/pex) (π₯ 5.7M / month Β· π¦ 64 Β· β±οΈ 04.07.2026):
+- [PyPi](https://pypi.org/project/pex) (π₯ 6M / month Β· π¦ 65 Β· β±οΈ 15.07.2026):
```
pip install pex
```
briefcase (π₯34 Β· β 3.3K) - Tools to support converting a Python project into a standalone.. BSD-3
-- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 220 Β· π 520 Β· π₯ 1.3K Β· π¦ 870 Β· π 1K - 16% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/beeware/briefcase) (π¨βπ» 220 Β· π 520 Β· π₯ 1.3K Β· π¦ 880 Β· π 1K - 16% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/beeware/briefcase
```
-- [PyPi](https://pypi.org/project/briefcase) (π₯ 38K / month Β· π¦ 45 Β· β±οΈ 08.07.2026):
+- [PyPi](https://pypi.org/project/briefcase) (π₯ 40K / month Β· π¦ 45 Β· β±οΈ 08.07.2026):
```
pip install briefcase
```
cx_Freeze (π₯30 Β· β 1.6K) - Creates standalone executables from Python scripts with the.. βUnlicensed
-- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 120 Β· π 240 Β· π 1.1K - 4% open Β· β±οΈ 09.07.2026):
+- [GitHub](https://github.com/marcelotduarte/cx_Freeze) (π¨βπ» 120 Β· π 240 Β· π 1.1K - 4% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/marcelotduarte/cx_Freeze
@@ -2195,14 +2195,14 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ronaldoussoren/py2app
```
-- [PyPi](https://pypi.org/project/py2app) (π₯ 67K / month Β· π¦ 42 Β· β±οΈ 13.02.2026):
+- [PyPi](https://pypi.org/project/py2app) (π₯ 71K / month Β· π¦ 42 Β· β±οΈ 13.02.2026):
```
pip install py2app
```
constructor (π₯27 Β· β 500) - tool for creating installers from conda packages. BSD-3
-- [GitHub](https://github.com/conda/constructor) (π¨βπ» 81 Β· π 180 Β· π₯ 290 Β· π¦ 27 Β· π 450 - 9% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/conda/constructor) (π¨βπ» 81 Β· π 180 Β· π₯ 290 Β· π¦ 27 Β· π 460 - 9% open Β· β±οΈ 13.07.2026):
```
git clone https://github.com/conda/constructor
@@ -2219,7 +2219,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (π₯ 290K / month Β· π¦ 29 Β· β±οΈ 01.11.2024):
+- [PyPi](https://pypi.org/project/shiv) (π₯ 310K / month Β· π¦ 29 Β· β±οΈ 01.11.2024):
```
pip install shiv
```
@@ -2239,46 +2239,46 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-setuptools (π₯46 Β· β 2.8K Β· π) - Official project repository for the Setuptools build system. MIT
+setuptools (π₯47 Β· β 2.8K) - Official project repository for the Setuptools build system. MIT
-- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 650 Β· π 1.4K Β· π¦ 860K Β· π 2.9K - 22% open Β· β±οΈ 05.07.2026):
+- [GitHub](https://github.com/pypa/setuptools) (π¨βπ» 650 Β· π 1.4K Β· π¦ 860K Β· π 2.9K - 22% open Β· β±οΈ 12.07.2026):
```
git clone https://github.com/pypa/setuptools
```
-- [PyPi](https://pypi.org/project/setuptools) (π₯ 1.3B / month Β· π¦ 34K Β· β±οΈ 04.07.2026):
+- [PyPi](https://pypi.org/project/setuptools) (π₯ 1.4B / month Β· π¦ 34K Β· β±οΈ 04.07.2026):
```
pip install setuptools
```
-- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 210M Β· β±οΈ 09.03.2026):
+- [Conda](https://anaconda.org/conda-forge/setuptools) (π₯ 210M Β· β±οΈ 09.07.2026):
```
conda install -c conda-forge setuptools
```
setuptools_scm (π₯39 Β· β 950) - the blessed package to manage your versions by scm tags. MIT
-- [GitHub](https://github.com/pypa/setuptools-scm) (π¨βπ» 160 Β· π 240 Β· π₯ 1K Β· π¦ 33K Β· π 700 - 2% open Β· β±οΈ 29.06.2026):
+- [GitHub](https://github.com/pypa/setuptools-scm) (π¨βπ» 160 Β· π 240 Β· π₯ 1K Β· π¦ 34K Β· π 700 - 2% open Β· β±οΈ 29.06.2026):
```
git clone https://github.com/pypa/setuptools_scm
```
-- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 110M / month Β· π¦ 2.7K Β· β±οΈ 25.06.2026):
+- [PyPi](https://pypi.org/project/setuptools_scm) (π₯ 120M / month Β· π¦ 2.7K Β· β±οΈ 25.06.2026):
```
pip install setuptools_scm
```
-- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 7.7M Β· β±οΈ 25.06.2026):
+- [Conda](https://anaconda.org/conda-forge/setuptools_scm) (π₯ 7.8M Β· β±οΈ 25.06.2026):
```
conda install -c conda-forge setuptools_scm
```
scons (π₯38 Β· β 2.4K) - SCons - a software construction tool. MIT
-- [GitHub](https://github.com/SCons/scons) (π¨βπ» 170 Β· π 350 Β· π₯ 2.1K Β· π¦ 4.3K Β· π 3.5K - 18% open Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/SCons/scons) (π¨βπ» 170 Β· π 350 Β· π₯ 2.1K Β· π¦ 4.3K Β· π 3.5K - 18% open Β· β±οΈ 14.07.2026):
```
git clone https://github.com/SCons/scons
```
-- [PyPi](https://pypi.org/project/scons) (π₯ 940K / month Β· π¦ 58 Β· β±οΈ 16.11.2025):
+- [PyPi](https://pypi.org/project/scons) (π₯ 1M / month Β· π¦ 58 Β· β±οΈ 16.11.2025):
```
pip install scons
```
@@ -2287,6 +2287,22 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge scons
```
wheel (π₯38 Β· β 570 Β· π) - The official binary distribution format for Python. MIT
+
+- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 89 Β· π 180 Β· π¦ 390K Β· π 420 - 2% open Β· β±οΈ 14.07.2026):
+
+ ```
+ git clone https://github.com/pypa/wheel
+ ```
+- [PyPi](https://pypi.org/project/wheel) (π₯ 550M / month Β· π¦ 16K Β· β±οΈ 22.04.2026):
+ ```
+ pip install wheel
+ ```
+- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 180M Β· β±οΈ 22.04.2026):
+ ```
+ conda install -c conda-forge wheel
+ ```
+twine (π₯37 Β· β 1.8K) - Utilities for interacting with PyPI. Apache-2
- [GitHub](https://github.com/pypa/twine) (π¨βπ» 130 Β· π 330 Β· π₯ 160 Β· π¦ 140K Β· π 560 - 9% open Β· β±οΈ 09.05.2026):
@@ -2294,7 +2310,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pypa/twine
```
-- [PyPi](https://pypi.org/project/twine) (π₯ 34M / month Β· π¦ 23K Β· β±οΈ 04.09.2025):
+- [PyPi](https://pypi.org/project/twine) (π₯ 36M / month Β· π¦ 23K Β· β±οΈ 04.09.2025):
```
pip install twine
```
@@ -2310,7 +2326,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pyinvoke/invoke
```
-- [PyPi](https://pypi.org/project/invoke) (π₯ 78M / month Β· π¦ 1.4K Β· β±οΈ 07.04.2026):
+- [PyPi](https://pypi.org/project/invoke) (π₯ 81M / month Β· π¦ 1.4K Β· β±οΈ 07.04.2026):
```
pip install invoke
```
@@ -2319,22 +2335,6 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge invoke
```
wheel (π₯35 Β· β 560 Β· π) - The official binary distribution format for Python. MIT
-
-- [GitHub](https://github.com/pypa/wheel) (π¨βπ» 89 Β· π 180 Β· π¦ 390K Β· π 420 - 2% open Β· β±οΈ 10.05.2026):
-
- ```
- git clone https://github.com/pypa/wheel
- ```
-- [PyPi](https://pypi.org/project/wheel) (π¦ 16K Β· β±οΈ 22.04.2026):
- ```
- pip install wheel
- ```
-- [Conda](https://anaconda.org/conda-forge/wheel) (π₯ 180M Β· β±οΈ 22.04.2026):
- ```
- conda install -c conda-forge wheel
- ```
-flit (π₯34 Β· β 2.2K) - Simplified packaging of Python modules. BSD-3
- [GitHub](https://github.com/pypa/flit) (π¨βπ» 83 Β· π 160 Β· π¦ 2.8K Β· π 450 - 29% open Β· β±οΈ 29.04.2026):
@@ -2346,7 +2346,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install flit
```
-- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 440K Β· β±οΈ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/flit) (π₯ 450K Β· β±οΈ 22.04.2025):
```
conda install -c conda-forge flit
```
@@ -2358,7 +2358,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/buildbot/buildbot
```
-- [PyPi](https://pypi.org/project/buildbot) (π₯ 22K / month Β· π¦ 20 Β· β±οΈ 12.05.2025):
+- [PyPi](https://pypi.org/project/buildbot) (π₯ 23K / month Β· π¦ 20 Β· β±οΈ 12.05.2025):
```
pip install buildbot
```
@@ -2374,7 +2374,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/pydoit/doit
```
-- [PyPi](https://pypi.org/project/doit) (π₯ 760K / month Β· π¦ 140 Β· β±οΈ 09.02.2026):
+- [PyPi](https://pypi.org/project/doit) (π₯ 770K / month Β· π¦ 140 Β· β±οΈ 09.02.2026):
```
pip install doit
```
@@ -2383,18 +2383,18 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge doit
```
pybuilder (π₯25 Β· β 2K) - Software build automation tool for Python. Apache-2
+pybuilder (π₯26 Β· β 2K) - Software build automation tool for Python. Apache-2
- [GitHub](https://github.com/pybuilder/pybuilder) (π¨βπ» 40 Β· π 270 Β· π 530 - 19% open Β· β±οΈ 02.04.2026):
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (π¦ 6 Β· β±οΈ 02.04.2026):
+- [PyPi](https://pypi.org/project/pybuilder) (π₯ 47K / month Β· π¦ 6 Β· β±οΈ 02.04.2026):
```
pip install pybuilder
```
-- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 390K Β· β±οΈ 02.04.2026):
+- [Conda](https://anaconda.org/conda-forge/pybuilder) (π₯ 400K Β· β±οΈ 02.04.2026):
```
conda install -c conda-forge pybuilder
```
@@ -2406,7 +2406,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/ml-tooling/universal-build
```
-- [PyPi](https://pypi.org/project/universal-build) (π₯ 300 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
+- [PyPi](https://pypi.org/project/universal-build) (π₯ 360 / month Β· π¦ 7 Β· β±οΈ 16.11.2021):
```
pip install universal-build
```
@@ -2423,34 +2423,34 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-psutil (π₯46 Β· β 11K) - Cross-platform lib for process and system monitoring in Python. BSD-3
+psutil (π₯45 Β· β 11K Β· π) - Cross-platform lib for process and system monitoring in Python. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 240 Β· π 1.5K Β· π¦ 800K Β· π 2K - 19% open Β· β±οΈ 06.07.2026):
+- [GitHub](https://github.com/giampaolo/psutil) (π¨βπ» 240 Β· π 1.5K Β· π¦ 800K Β· π 2K - 19% open Β· β±οΈ 16.07.2026):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (π₯ 360M / month Β· π¦ 20K Β· β±οΈ 28.01.2026):
+- [PyPi](https://pypi.org/project/psutil) (π₯ 380M / month Β· π¦ 20K Β· β±οΈ 28.01.2026):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 65M Β· β±οΈ 29.01.2026):
+- [Conda](https://anaconda.org/conda-forge/psutil) (π₯ 66M Β· β±οΈ 29.01.2026):
```
conda install -c conda-forge psutil
```
py-spy (π₯36 Β· β 15K) - Sampling profiler for Python programs. MIT
-- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 57 Β· π 530 Β· π₯ 60K Β· π¦ 8.7K Β· π 460 - 49% open Β· β±οΈ 08.05.2026):
+- [GitHub](https://github.com/benfred/py-spy) (π¨βπ» 57 Β· π 530 Β· π₯ 61K Β· π¦ 8.8K Β· π 460 - 50% open Β· β±οΈ 08.05.2026):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (π₯ 21M / month Β· π¦ 240 Β· β±οΈ 24.04.2026):
+- [PyPi](https://pypi.org/project/py-spy) (π₯ 22M / month Β· π¦ 240 Β· β±οΈ 24.04.2026):
```
pip install py-spy
```
-- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 880K Β· β±οΈ 27.04.2026):
+- [Conda](https://anaconda.org/conda-forge/py-spy) (π₯ 900K Β· β±οΈ 27.04.2026):
```
conda install -c conda-forge py-spy
```
@@ -2459,9 +2459,9 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
cargo install py-spy
```
memray (π₯36 Β· β 15K) - Memray is a memory profiler for Python. Apache-2
+memray (π₯35 Β· β 15K Β· π) - Memray is a memory profiler for Python. Apache-2
-- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 71 Β· π 450 Β· π¦ 2.2K Β· π 290 - 17% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/bloomberg/memray) (π¨βπ» 72 Β· π 450 Β· π¦ 24 Β· π 300 - 16% open Β· β±οΈ 15.07.2026):
```
git clone https://github.com/bloomberg/memray
@@ -2470,7 +2470,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install memray
```
-- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 710K Β· β±οΈ 08.04.2026):
+- [Conda](https://anaconda.org/conda-forge/memray) (π₯ 720K Β· β±οΈ 08.04.2026):
```
conda install -c conda-forge memray
```
@@ -2482,7 +2482,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/plasma-umass/scalene
```
-- [PyPi](https://pypi.org/project/scalene) (π₯ 280K / month Β· π¦ 75 Β· β±οΈ 12.05.2026):
+- [PyPi](https://pypi.org/project/scalene) (π₯ 310K / month Β· π¦ 75 Β· β±οΈ 12.05.2026):
```
pip install scalene
```
@@ -2494,7 +2494,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/joerick/pyinstrument
```
-- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 9.7M / month Β· π¦ 240 Β· β±οΈ 04.01.2026):
+- [PyPi](https://pypi.org/project/pyinstrument) (π₯ 9.8M / month Β· π¦ 240 Β· β±οΈ 04.01.2026):
```
pip install pyinstrument
```
@@ -2503,50 +2503,50 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
conda install -c conda-forge pyinstrument
```
line_profiler (π₯29 Β· β 3.2K) - Line-by-line profiling for Python. BSD-3
+Yappi (π₯30 Β· β 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
-- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 55 Β· π 140 Β· π₯ 3.1K Β· π 150 - 37% open Β· β±οΈ 26.06.2026):
+- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 35 Β· π 82 Β· π¦ 1.7K Β· π 98 - 18% open Β· β±οΈ 08.07.2026):
```
- git clone https://github.com/pyutils/line_profiler
+ git clone https://github.com/sumerc/yappi
```
-- [PyPi](https://pypi.org/project/line_profiler) (π₯ 2.7M / month Β· π¦ 400 Β· β±οΈ 23.02.2026):
+- [PyPi](https://pypi.org/project/yappi) (π₯ 3.4M / month Β· π¦ 89 Β· β±οΈ 17.03.2026):
```
- pip install line_profiler
+ pip install yappi
```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 5.4M Β· β±οΈ 24.02.2026):
+- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 420K Β· β±οΈ 18.03.2026):
```
- conda install -c conda-forge line_profiler
+ conda install -c conda-forge yappi
```
Yappi (π₯29 Β· β 1.7K) - Yet Another Python Profiler, but this time multithreading, asyncio and.. MIT
+line_profiler (π₯28 Β· β 3.2K) - Line-by-line profiling for Python. BSD-3
-- [GitHub](https://github.com/sumerc/yappi) (π¨βπ» 35 Β· π 82 Β· π¦ 1.7K Β· π 98 - 18% open Β· β±οΈ 08.07.2026):
+- [GitHub](https://github.com/pyutils/line_profiler) (π¨βπ» 55 Β· π 140 Β· π₯ 3.1K Β· π 150 - 37% open Β· β±οΈ 26.06.2026):
```
- git clone https://github.com/sumerc/yappi
+ git clone https://github.com/pyutils/line_profiler
```
-- [PyPi](https://pypi.org/project/yappi) (π₯ 2.9M / month Β· π¦ 89 Β· β±οΈ 17.03.2026):
+- [PyPi](https://pypi.org/project/line_profiler) (π₯ 2.8M / month Β· π¦ 400 Β· β±οΈ 23.02.2026):
```
- pip install yappi
+ pip install line_profiler
```
-- [Conda](https://anaconda.org/conda-forge/yappi) (π₯ 420K Β· β±οΈ 18.03.2026):
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (π₯ 5.4M Β· β±οΈ 24.02.2026):
```
- conda install -c conda-forge yappi
+ conda install -c conda-forge line_profiler
```
Show 11 hidden projects...
- Glances (π₯37 Β· β 33K) - Glances an Eye on your system. A top/htop alternative for.. βUnlicensed
-- Bpytop (π₯29 Β· β 11K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
-- memory-profiler (π₯29 Β· β 4.6K Β· π) - Monitor Memory usage of Python code. BSD-3
+- Bpytop (π₯29 Β· β 11K Β· π) - Linux/OSX/FreeBSD resource monitor. Apache-2
+- memory-profiler (π₯29 Β· β 4.6K Β· π) - Monitor Memory usage of Python code. BSD-3
- Diamond (π₯28 Β· β 1.8K Β· π) - Diamond is a python daemon that collects system metrics and publishes.. MIT
+- pympler (π₯28 Β· β 1.4K Β· π) - Development tool to measure, monitor and analyze the memory.. Apache-2
- memory_profiler (π₯27 Β· β 4.5K Β· π) - Monitor Memory usage of Python code. BSD-3
-- pympler (π₯27 Β· β 1.4K Β· π) - Development tool to measure, monitor and analyze the memory.. Apache-2
- vprof (π₯24 Β· β 4K Β· π) - Visual profiler for Python. BSD-2
- Profiling (π₯20 Β· β 3K Β· π) - Was an interactive continuous Python profiler. BSD-3
- heartrate (π₯19 Β· β 1.8K Β· π) - Simple real time visualisation of the execution of a Python program. MIT
-- pyheat (π₯18 Β· β 840 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
+- pyheat (π₯17 Β· β 840 Β· π) - pprofile + matplotlib = Python program profiled as an awesome heatmap!. MIT
- livepython (π₯12 Β· β 2.6K Β· π) - Visually trace Python code in real-time. MIT
@@ -2555,7 +2555,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
-executing (π₯31 Β· β 400) - Get information about what a Python frame is currently doing,.. MIT
+executing (π₯32 Β· β 400) - Get information about what a Python frame is currently doing,.. MIT
- [GitHub](https://github.com/alexmojaki/executing) (π¨βπ» 12 Β· π 39 Β· π¦ 340K Β· π 55 - 38% open Β· β±οΈ 13.06.2026):
@@ -2566,7 +2566,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install executing
```
-- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 28M Β· β±οΈ 01.09.2025):
+- [Conda](https://anaconda.org/conda-forge/executing) (π₯ 29M Β· β±οΈ 01.09.2025):
```
conda install -c conda-forge executing
```
@@ -2578,7 +2578,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
git clone https://github.com/berkerpeksag/astor
```
-- [PyPi](https://pypi.org/project/astor) (π₯ 30M / month Β· π¦ 620 Β· β±οΈ 10.12.2019):
+- [PyPi](https://pypi.org/project/astor) (π₯ 26M / month Β· π¦ 620 Β· β±οΈ 10.12.2019):
```
pip install astor
```
@@ -2598,23 +2598,23 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
```
pip install asteval
```
-- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 1M Β· β±οΈ 12.06.2026):
+- [Conda](https://anaconda.org/conda-forge/asteval) (π₯ 1.1M Β· β±οΈ 12.06.2026):
```
conda install -c conda-forge asteval
```
gast (π₯28 Β· β 150) - Python AST that abstracts the underlying Python version. BSD-3
-- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 13 Β· π 40 Β· π¦ 220K Β· β±οΈ 24.06.2026):
+- [GitHub](https://github.com/serge-sans-paille/gast) (π¨βπ» 13 Β· π 40 Β· π¦ 220K Β· π 41 - 2% open Β· β±οΈ 24.06.2026):
```
git clone https://github.com/serge-sans-paille/gast
```
-- [PyPi](https://pypi.org/project/gast) (π₯ 18M / month Β· π¦ 530 Β· β±οΈ 29.11.2025):
+- [PyPi](https://pypi.org/project/gast) (π₯ 19M / month Β· π¦ 530 Β· β±οΈ 29.11.2025):
```
pip install gast
```
-- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 4.4M Β· β±οΈ 30.11.2025):
+- [Conda](https://anaconda.org/conda-forge/gast) (π₯ 4.5M Β· β±οΈ 30.11.2025):
```
conda install -c conda-forge gast
```
@@ -2622,7 +2622,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
Show 2 hidden projects...
- astunparse (π₯28 Β· β 230 Β· π) - An AST unparser for Python. BSD-3
-- typed_ast (π₯24 Β· β 230 Β· π) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
+- typed_ast (π₯26 Β· β 230 Β· π) - Modified fork of CPythons ast module that parses `# type:`.. Apache-2
@@ -2632,7 +2632,7 @@ This curated list contains 270 awesome open-source projects with a total of 1.1M
pre-commit (π₯42 Β· β 15K) - A framework for managing and maintaining multi-language pre-commit.. MIT
-- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 170 Β· π 970 Β· π₯ 7M Β· π¦ 280K Β· π 2.3K - 1% open Β· β±οΈ 19.05.2026):
+- [GitHub](https://github.com/pre-commit/pre-commit) (π¨βπ» 170 Β· π 970 Β· π₯ 7.1M Β· π¦ 290K Β· π 2.3K - 1% open Β· β±οΈ 15.07.2026):
```
git clone https://github.com/pre-commit/pre-commit
diff --git a/history/2026-07-16_changes.md b/history/2026-07-16_changes.md
new file mode 100644
index 0000000..3f7baee
--- /dev/null
+++ b/history/2026-07-16_changes.md
@@ -0,0 +1,20 @@
+## π 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._
+
+- wheel (π₯38 Β· β 570 Β· π) - The official binary distribution format for Python. MIT
+- safety (π₯35 Β· β 2K Β· π) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
+- radon (π₯30 Β· β 2K Β· π) - Various code metrics for Python code. MIT
+- pytest-randomly (π₯29 Β· β 710 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
+- massedit (π₯17 Β· β 120 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
+
+## π 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._
+
+- psutil (π₯45 Β· β 11K Β· π) - Cross-platform lib for process and system monitoring in Python. BSD-3
+- rich (π₯44 Β· β 57K Β· π) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
+- bandit (π₯39 Β· β 8.2K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
+- memray (π₯35 Β· β 15K Β· π) - Memray is a memory profiler for Python. Apache-2
+- xxh (π₯20 Β· β 6K Β· π) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2
+
diff --git a/history/2026-07-16_projects.csv b/history/2026-07-16_projects.csv
new file mode 100644
index 0000000..5d35791
--- /dev/null
+++ b/history/2026-07-16_projects.csv
@@ -0,0 +1,269 @@
+,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,github_release_downloads,monthly_downloads,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,trending,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,conda_forge
+0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2026-07-10 07:27:36.000,2026-07-10 07:27:34,433.0,12.0,201.0,54.0,262.0,4.0,2738.0,2026-07-10 07:27:42.000,2026.07.09,100.0,17.0,3.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/catalog,https://github.com/mkdocs/catalog,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2026-07-09 19:52:22.000,2025-11-06 18:40:58,419.0,,127.0,17.0,383.0,37.0,1768.0,2023-06-29 18:48:34.000,2023.06.29,68.0,63.0,2.0,0,True,mkdocs/catalog,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2026-07-14 07:44:12.000,2026-07-13 15:01:26,17491.0,199.0,3235.0,196.0,7209.0,5497.0,14346.0,2026-06-19 10:58:55.000,9.1.1,192.0,1131.0,986.0,51,True,,pytest,conda-forge/pytest,['pytest'],31924.0,1026744584.0,2029398.0,1837426.0,https://pypi.org/project/pytest,2026-06-19 10:58:31.000,191972.0,1025988776.0,https://anaconda.org/conda-forge/pytest,2026-06-22 11:24:21.473,52124304.0,1.0,,,,,,,,,,,,,,,,
+5,ruff,charliermarsh/ruff,linters,"An extremely fast Python linter and code formatter, written in Rust.",,https://github.com/astral-sh/ruff,https://github.com/astral-sh/ruff,MIT,2022-08-09 17:17:44.000,2026-07-16 15:39:08.000,2026-07-16 14:54:43,16196.0,1229.0,2248.0,108.0,17989.0,6462.0,48626.0,2026-07-16 15:15:10.000,0.15.22,415.0,926.0,1681.0,48,True,astral-sh/ruff,ruff,conda-forge/ruff,,6018714.0,280213989.0,290532.0,211966.0,https://pypi.org/project/ruff,2026-07-16 15:13:19.000,78566.0,279778862.0,https://anaconda.org/conda-forge/ruff,2026-07-15 14:29:13.756,7631564.0,1.0,,,,,,,,,,,,,,,,
+6,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2026-07-14 22:16:00.000,2026-07-14 22:16:00,16153.0,247.0,3302.0,315.0,6317.0,6864.0,10229.0,2026-05-31 17:33:56.000,26.1.2,158.0,897.0,1042.0,48,True,,pip,conda-forge/pip,,,599287935.0,259545.0,253461.0,https://pypi.org/project/pip,2026-05-31 17:33:56.000,6084.0,596151270.0,https://anaconda.org/conda-forge/pip,2026-05-31 21:27:26.742,232113274.0,1.0,,,,,,,,,,,,,,,,
+7,mypy,python/mypy,type-checkers,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,,2012-12-07 13:30:23.000,2026-07-16 00:48:43.000,2026-07-16 00:48:43,13722.0,230.0,3236.0,236.0,9523.0,9388.0,20536.0,2026-07-13 11:28:38.000,2.3.0,140.0,860.0,3166.0,47,False,,mypy,conda-forge/mypy,,,172777373.0,456462.0,384271.0,https://pypi.org/project/mypy,2026-07-13 11:28:38.000,72191.0,172669090.0,https://anaconda.org/conda-forge/mypy,2026-07-14 02:19:09.405,7904682.0,1.0,,,,,,,,,,,,,,,,
+8,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2026-07-12 14:23:26.000,2026-07-12 14:22:59,16704.0,59.0,1402.0,95.0,2038.0,2223.0,2841.0,2026-07-04 15:31:25.000,83.0.0,632.0,647.0,653.0,47,True,,setuptools,conda-forge/setuptools,,,1390199528.0,898596.0,864921.0,https://pypi.org/project/setuptools,2026-07-04 15:31:20.000,33675.0,1387336086.0,https://anaconda.org/conda-forge/setuptools,2026-07-09 17:46:50.771,211894770.0,1.0,,,,,,,,,,,,,,,,
+9,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2026-07-13 21:46:09.000,2026-07-13 00:57:54,2270.0,74.0,2807.0,225.0,2325.0,2537.0,41732.0,2026-05-18 16:53:33.000,26.5.1,74.0,540.0,291.0,46,True,,black,conda-forge/black,,155091.0,153942403.0,750126.0,685656.0,https://pypi.org/project/black,2026-05-18 16:53:33.000,64470.0,153675944.0,https://anaconda.org/conda-forge/black,2026-05-22 14:44:05.181,19058190.0,1.0,,,,,,,,,,,,,,,,
+10,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2026-07-10 19:53:12.000,2026-06-24 13:08:04,9615.0,48.0,1881.0,351.0,2206.0,4360.0,25069.0,2026-06-08 02:12:38.000,2026.6.2,418.0,542.0,22.0,46,True,,pipenv,conda-forge/pipenv,,,26127911.0,174611.0,174354.0,https://pypi.org/project/pipenv,2026-06-08 02:12:38.000,257.0,26123172.0,https://anaconda.org/conda-forge/pipenv,2026-06-08 04:26:45.120,350742.0,1.0,,,,,,,,,,,,,,,,
+11,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2026-07-16 01:00:34.000,2026-07-16 01:00:33,1208.0,67.0,1101.0,161.0,1716.0,1430.0,5043.0,2026-07-10 19:33:57.000,21.6.1,272.0,311.0,,46,True,,virtualenv,conda-forge/virtualenv,,309.0,506054065.0,512940.0,510720.0,https://pypi.org/project/virtualenv,2026-07-10 19:33:51.000,2220.0,505729532.0,https://anaconda.org/conda-forge/virtualenv,2026-07-10 22:18:49.834,22392573.0,1.0,,,,,,,,,,,,,,,,
+12,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2026-07-16 15:33:13.000,2026-07-16 15:33:11,6725.0,30.0,1495.0,223.0,924.0,1584.0,11231.0,2026-01-28 18:14:57.000,7.2.2,104.0,237.0,393.0,45,True,,psutil,conda-forge/psutil,,,375956558.0,817480.0,797858.0,https://pypi.org/project/psutil,2026-01-28 18:14:57.000,19622.0,375043734.0,https://anaconda.org/conda-forge/psutil,2026-01-29 09:23:17.173,65723350.0,1.0,-1.0,,,,,,,,,,,,,,,
+13,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2026-06-23 03:10:19.000,2026-06-23 03:10:17,4460.0,2.0,2223.0,527.0,1503.0,1285.0,56870.0,2026-04-12 08:27:58.000,15.0.0,207.0,289.0,325.0,44,True,,rich,conda-forge/rich,,,589916146.0,594817.0,551049.0,https://pypi.org/project/rich,2026-04-12 08:24:02.000,43768.0,589603708.0,https://anaconda.org/conda-forge/rich,2026-04-12 11:02:00.080,22495570.0,1.0,-3.0,,,,,,,,,,,,,,,
+14,tqdm,tqdm/tqdm,logging,"A Fast, Extensible Progress Bar for Python and CLI.",,https://github.com/tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000,2026-07-13 21:21:41.000,2026-07-07 09:52:20,2076.0,36.0,1462.0,215.0,640.0,604.0,31236.0,2026-07-07 10:17:02.000,4.68.4,149.0,133.0,598.0,44,True,,tqdm,conda-forge/tqdm,,20376.0,607874453.0,1274437.0,1216807.0,https://pypi.org/project/tqdm,2026-07-07 09:58:16.000,57630.0,607146492.0,https://anaconda.org/conda-forge/tqdm,2026-07-07 16:05:09.901,53122547.0,1.0,,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2026-07-11 01:46:03.762121,3.0,7229.0,,,,,,,,,,
+15,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2026-07-15 17:00:58.000,2026-07-15 17:00:58,10057.0,87.0,2018.0,223.0,2718.0,5355.0,13036.0,2026-06-13 14:19:32.000,6.21.0,81.0,494.0,288.0,44,True,,pyinstaller,conda-forge/pyinstaller,,754049.0,10653270.0,91879.0,89613.0,https://pypi.org/project/pyinstaller,2026-06-13 14:13:55.000,2266.0,10618132.0,https://anaconda.org/conda-forge/pyinstaller,2026-06-15 12:32:37.926,1995991.0,1.0,,,,,,,,,,,,,,,,
+16,hypothesis,HypothesisWorks/hypothesis,testing,The property-based testing library for Python.,,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2026-07-13 17:05:01.000,2026-07-13 17:05:01,17608.0,283.0,657.0,65.0,3021.0,1724.0,8783.0,2026-07-10 20:57:42.000,6.156.6,1530.0,382.0,53.0,44,True,,hypothesis,conda-forge/hypothesis,,,40783099.0,50460.0,43438.0,https://pypi.org/project/hypothesis,2026-07-10 20:55:36.000,7022.0,40511562.0,https://anaconda.org/conda-forge/hypothesis,2026-07-11 11:43:06.102,20093749.0,1.0,,,,,,,,,,,,,,,,
+17,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2026-07-09 23:42:11.000,2026-07-09 23:42:11,8581.0,58.0,530.0,106.0,629.0,1397.0,6168.0,2026-05-01 23:38:43.000,0.20.0,36.0,180.0,72.0,44,True,,jedi,conda-forge/jedi,,,142751819.0,602961.0,601360.0,https://pypi.org/project/jedi,2026-05-01 23:38:43.000,1601.0,142205936.0,https://anaconda.org/conda-forge/jedi,2026-06-23 21:59:49.043,39849466.0,1.0,,,,,,,,,,,,,,,,
+18,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/pylint-dev/pylint,https://github.com/pylint-dev/pylint,GPL-2.0,2015-12-09 05:40:02.000,2026-07-14 08:17:40.000,2026-07-14 08:17:38,10127.0,118.0,1273.0,72.0,5163.0,4967.0,5702.0,2026-06-14 14:43:24.000,4.0.6,212.0,654.0,1015.0,44,True,pylint-dev/pylint,pylint,conda-forge/pylint,,819.0,70961735.0,506503.0,493334.0,https://pypi.org/project/pylint,2026-06-14 14:43:24.000,13169.0,70847981.0,https://anaconda.org/conda-forge/pylint,2026-06-14 15:06:54.053,8303095.0,1.0,,,,,,,,,,,,,,,,
+19,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2026-07-16 13:48:51.000,2026-07-16 13:46:01,15509.0,123.0,2531.0,470.0,883.0,4567.0,11759.0,2026-03-03 16:50:54.000,7.4.2,152.0,230.0,282.0,43,True,,robotframework,conda-forge/robotframework,,588.0,4891670.0,15240.0,14128.0,https://pypi.org/project/robotframework,2026-03-03 16:28:51.000,1112.0,4887248.0,https://anaconda.org/conda-forge/robotframework,2026-03-04 14:33:43.144,282759.0,1.0,,,,,,,,,,,,,,,,
+20,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2026-07-15 13:46:37.000,2026-07-14 21:44:23,17956.0,188.0,2182.0,178.0,5645.0,10087.0,7473.0,2026-06-16 20:51:06.000,26.5.3,116.0,496.0,646.0,43,True,,conda,conda-forge/conda,,51423.0,1049010.0,51976.0,51893.0,https://pypi.org/project/conda,2017-04-22 23:43:59.218,83.0,5591.0,https://anaconda.org/conda-forge/conda,2026-07-01 15:30:55.710,77171234.0,1.0,,,,,,,,,,,,,,,,
+21,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2026-07-13 20:39:32.000,2026-07-13 20:37:07,4676.0,84.0,661.0,43.0,1193.0,1271.0,6953.0,2026-02-28 10:08:19.000,8.0.1,155.0,346.0,98.0,43,True,,isort,conda-forge/isort,,8.0,116627140.0,612251.0,583307.0,https://pypi.org/project/isort,2026-07-12 20:29:14.000,28944.0,116493636.0,https://anaconda.org/conda-forge/isort,2026-02-28 11:36:11.788,9612354.0,2.0,,,,,,,,,,,,,,,,
+22,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2026-07-13 21:57:36.000,2026-06-21 13:46:41,3824.0,68.0,2456.0,184.0,3474.0,5863.0,34295.0,2026-05-09 15:18:55.000,2.4.1,188.0,659.0,556.0,42,True,,poetry,conda-forge/poetry,,15585300.0,85999103.0,925.0,,https://pypi.org/project/poetry,2026-05-09 15:18:55.000,925.0,85716098.0,https://anaconda.org/conda-forge/poetry,2026-05-09 16:51:24.968,8156900.0,2.0,,,,,,,,,,,,,,,,
+23,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2026-07-06 10:59:31.000,2026-07-06 10:59:25,6758.0,11.0,4057.0,145.0,3347.0,2669.0,27106.0,2026-03-19 15:41:55.000,9.7.6,441.0,332.0,1.0,42,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],,17325411.0,99476.0,89969.0,https://pypi.org/project/mkdocs-material,2026-03-19 15:41:55.000,9507.0,17311038.0,https://anaconda.org/conda-forge/mkdocs-material,2026-03-27 14:03:05.465,1063620.0,1.0,,,,,,,,,,,,,,,,
+24,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2026-07-15 21:06:44.000,2026-07-15 21:06:44,2845.0,19.0,974.0,92.0,1366.0,2275.0,15428.0,2026-04-21 20:32:56.000,4.6.0,202.0,167.0,33.0,42,True,,pre-commit,conda-forge/pre-commit,,7127071.0,164141134.0,317660.0,285082.0,https://pypi.org/project/pre-commit,2026-04-21 20:31:40.000,32578.0,163915782.0,https://anaconda.org/conda-forge/pre-commit,2026-04-22 11:48:25.495,10323520.0,1.0,,,,,,,,,,,,,,,,
+25,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2026-07-16 11:15:42.000,2026-07-16 11:13:19,1055.0,48.0,1184.0,153.0,1230.0,1539.0,14833.0,2026-06-29 10:32:48.000,1.61.0,130.0,55.0,12.0,42,True,,playwright,,,,85339920.0,65310.0,58527.0,https://pypi.org/project/playwright,2026-06-29 10:32:48.000,6783.0,85339920.0,,,,1.0,,,,,,,,,,,,,,,,
+26,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2026-07-12 23:31:22.000,2026-06-30 16:10:10,22410.0,11.0,2442.0,176.0,6737.0,6256.0,7935.0,2025-12-31 15:09:25.000,9.1.0,241.0,910.0,1423.0,42,False,,sphinx,conda-forge/sphinx,['sphinx'],,89861311.0,525696.0,489639.0,https://pypi.org/project/sphinx,2025-12-31 15:09:25.000,36057.0,89651785.0,https://anaconda.org/conda-forge/sphinx,2026-01-01 12:53:05.325,15504981.0,1.0,,,,,,,,,,,,,,,,
+27,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2026-07-16 01:00:50.000,2026-07-16 01:00:50,1239.0,56.0,565.0,37.0,1881.0,1900.0,3912.0,2026-07-08 23:59:05.000,4.56.4,293.0,352.0,,42,True,,tox,conda-forge/tox,['pytest'],,34556766.0,150031.0,136489.0,https://pypi.org/project/tox,2026-07-08 23:59:05.000,13542.0,34530473.0,https://anaconda.org/conda-forge/tox,2026-07-09 14:42:31.300,1945747.0,1.0,,,,,,,,,,,,,,,,
+28,pyright,Microsoft/pyright,type-checkers,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2026-07-15 21:08:39.000,2026-07-15 21:08:39,8532.0,72.0,1798.0,125.0,2476.0,7274.0,15523.0,2026-06-25 00:18:43.863,1.1.411,495.0,150.0,280.0,41,True,,,,,7395.0,4940281.0,1780.0,1685.0,,,,,,,,2.0,,,,,,,pyright,https://www.npmjs.com/package/pyright,2026-06-25 00:18:43.863,95.0,4940082.0,,,,,
+29,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2026-07-14 17:00:31.000,2026-07-14 16:53:50,1424.0,77.0,191.0,35.0,1093.0,352.0,1649.0,2026-05-26 09:56:53.000,1.4.0,76.0,82.0,52.0,41,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1963.0,234372527.0,255355.0,214112.0,https://pypi.org/project/pytest-asyncio,2026-05-26 09:56:02.000,41243.0,234322340.0,https://anaconda.org/conda-forge/pytest-asyncio,2026-05-26 13:34:51.646,3711242.0,2.0,,,,,,,,,,,,,,,,
+30,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2025-10-20 13:17:06.000,2025-10-20 13:17:06,2118.0,,2602.0,226.0,1403.0,2003.0,22260.0,2024-08-30 12:24:05.000,1.6.1,62.0,262.0,144.0,40,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],,16917677.0,111642.0,104506.0,https://pypi.org/project/mkdocs,2024-08-30 12:24:05.000,7136.0,16898849.0,https://anaconda.org/conda-forge/mkdocs,2025-04-22 14:56:22.183,1148521.0,1.0,,,,,,,,,,,,,,,,
+31,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4-3.14. You feed it your..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,AGPL-3.0,2013-04-23 15:40:33.000,2026-07-10 10:49:20.000,2026-06-22 09:50:36,15057.0,411.0,781.0,137.0,583.0,2682.0,14994.0,2026-06-21 10:48:04.000,4.1.3,383.0,210.0,177.0,40,True,,nuitka,conda-forge/nuitka,,,492782.0,4179.0,3944.0,https://pypi.org/project/nuitka,2026-06-21 10:48:04.000,235.0,445804.0,https://anaconda.org/conda-forge/nuitka,2026-06-24 07:37:38.433,3476372.0,1.0,,,,,,,,,,,,,,,,
+32,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2026-07-14 12:39:38.000,2026-07-14 12:39:35,2517.0,7.0,348.0,37.0,414.0,1592.0,3804.0,2025-06-20 19:31:34.000,7.3.0,94.0,178.0,23.0,40,True,,flake8,conda-forge/flake8,,,58808495.0,718749.0,692215.0,https://pypi.org/project/flake8,2025-06-20 19:31:34.000,26534.0,58658217.0,https://anaconda.org/conda-forge/flake8,2025-06-26 20:01:55.726,11120621.0,1.0,,,,,,,,,,,,,,,,
+33,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,https://github.com/getsentry/sentry-python,MIT,2018-06-18 22:51:10.000,2026-07-16 15:59:56.000,2026-07-16 13:15:35,4242.0,403.0,639.0,70.0,4154.0,2195.0,2196.0,2026-07-16 12:42:27.000,2.66.0,341.0,339.0,418.0,40,True,,sentry-sdk,conda-forge/sentry-sdk,,5484.0,146048942.0,1823.0,,https://pypi.org/project/sentry-sdk,2026-07-16 12:42:02.000,1823.0,146023695.0,https://anaconda.org/conda-forge/sentry-sdk,2026-07-13 18:34:59.949,1827108.0,1.0,,,,,,,,,,,,,,,,
+34,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2026-06-27 04:22:21.000,2025-02-10 20:44:26,1355.0,,902.0,196.0,429.0,474.0,13980.0,2024-11-14 00:11:39.000,0.43.0,75.0,156.0,418.0,39,False,,yapf,conda-forge/yapf,,,10168751.0,109532.0,108276.0,https://pypi.org/project/yapf,2024-11-14 00:11:39.000,1256.0,10112115.0,https://anaconda.org/conda-forge/yapf,2025-04-22 14:56:24.153,3568095.0,2.0,,,,,,,,,,,,,,,,
+35,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2026-07-13 23:00:41.000,2026-07-07 00:02:01,1511.0,9.0,784.0,70.0,666.0,526.0,8167.0,2026-02-25 06:44:13.000,1.9.4,51.0,197.0,248.0,39,True,,bandit,conda-forge/bandit,,933.0,26760547.0,70219.0,66843.0,https://pypi.org/project/bandit,2026-02-25 06:44:13.000,3376.0,26750648.0,https://anaconda.org/conda-forge/bandit,2026-02-25 10:39:26.216,682454.0,1.0,-1.0,,,,,,,,,,,,,,,
+36,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2026-07-13 23:15:28.000,2026-07-13 22:24:08,2672.0,67.0,663.0,95.0,1224.0,1000.0,8010.0,2026-02-11 18:25:06.000,7.5.3,125.0,227.0,176.0,39,True,,pip-tools,conda-forge/pip-tools,,,17359167.0,41123.0,38198.0,https://pypi.org/project/pip-tools,2026-02-11 18:25:06.000,2925.0,17354621.0,https://anaconda.org/conda-forge/pip-tools,2026-02-12 02:27:03.925,336451.0,2.0,,,,,,,,,,,,,,,,
+37,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools-scm,https://github.com/pypa/setuptools-scm,MIT,2015-07-01 17:57:56.000,2026-07-10 18:26:11.000,2026-06-29 15:22:35,2605.0,210.0,241.0,21.0,763.0,686.0,950.0,2026-06-29 13:17:23.000,cs-ersioning-2.2.2,106.0,161.0,19.0,39,True,,setuptools_scm,conda-forge/setuptools_scm,,1046.0,118972117.0,36192.0,33526.0,https://pypi.org/project/setuptools_scm,2026-06-25 05:27:09.000,2666.0,118866373.0,https://anaconda.org/conda-forge/setuptools_scm,2026-06-25 15:38:54.541,7824513.0,1.0,,,,,,,,,,,,,,,,
+38,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2026-07-11 12:59:00.000,2026-07-11 12:58:59,1084.0,119.0,306.0,26.0,880.0,372.0,745.0,2026-04-24 20:20:36.000,26.2,53.0,144.0,99.0,39,False,,packaging,conda-forge/packaging,,1033.0,2072751017.0,1900721.0,1881589.0,https://pypi.org/project/packaging,2026-04-24 20:15:22.000,19132.0,2071271712.0,https://anaconda.org/conda-forge/packaging,2026-04-25 07:54:06.589,109467743.0,2.0,,,,,,,,,,,,,,,,
+39,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2026-07-13 07:03:07.000,2026-07-13 07:03:03,10863.0,332.0,6306.0,1100.0,473.0,5393.0,37911.0,2026-07-01 08:14:22.000,1.10.7,135.0,156.0,51.0,38,True,,sqlmap,,,,63515.0,37.0,24.0,https://pypi.org/project/sqlmap,2026-07-01 08:14:22.000,13.0,63515.0,,,,2.0,,,,,,,,,,,,,,,,
+40,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2026-07-16 04:40:46.000,2026-07-16 04:40:46,1077.0,160.0,580.0,75.0,995.0,898.0,12882.0,2026-07-16 00:07:58.000,1.16.0,80.0,204.0,,38,True,,pipx,conda-forge/pipx,,1349808.0,6905948.0,4964.0,4860.0,https://pypi.org/project/pipx,2026-07-16 00:07:47.000,104.0,6885383.0,https://anaconda.org/conda-forge/pipx,2026-06-05 14:08:56.720,236712.0,2.0,,,,,,,,,,,,,,,,
+41,xonsh,xonsh/xonsh,shell,"Python-powered shell. Full-featured, cross-platform and AI-friendly.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,BSD-1-Clause,2015-01-21 22:05:27.000,2026-07-15 08:22:06.000,2026-07-15 08:21:41,11928.0,253.0,729.0,95.0,3376.0,2781.0,9551.0,2026-07-02 11:02:41.000,0.24.0,163.0,390.0,68.0,38,False,,xonsh,,,14482.0,319638.0,1075.0,894.0,https://pypi.org/project/xonsh,2026-07-02 11:02:41.000,181.0,319481.0,,,,1.0,,,,,,,,,,,,,,,,
+42,PDM,pdm-project/pdm,dependency-managers,A modern Python package and dependency manager supporting the latest PEP standards.,,https://github.com/pdm-project/pdm,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2026-07-10 09:51:44.000,2026-07-10 09:51:41,3270.0,39.0,475.0,37.0,1385.0,1937.0,8666.0,2026-06-23 01:50:27.000,2.28.0,250.0,251.0,51.0,38,True,,pdm,conda-forge/pdm,,30693.0,11438019.0,858.0,622.0,https://pypi.org/project/pdm,2026-06-23 01:50:23.000,236.0,11405093.0,https://anaconda.org/conda-forge/pdm,2026-06-23 06:06:23.305,1865277.0,2.0,,,,,,,,,,,,,,,,
+43,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,Apache-2.0,2013-08-13 15:55:58.000,2026-07-11 11:39:35.000,2026-07-11 11:39:31,1892.0,29.0,286.0,32.0,431.0,364.0,4876.0,2026-06-06 07:33:38.000,26.1.0,43.0,142.0,31.0,38,True,,structlog,conda-forge/structlog,,,103797330.0,41043.0,36072.0,https://pypi.org/project/structlog,2026-06-06 07:33:38.000,4971.0,103776940.0,https://anaconda.org/conda-forge/structlog,2026-06-06 12:56:29.674,1345781.0,2.0,,,,,,,,,,,,,,,,
+44,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2026-07-16 09:35:26.000,2026-07-16 09:35:23,3125.0,78.0,423.0,28.0,2530.0,1176.0,2868.0,2026-04-27 05:52:58.000,1.6.2,68.0,225.0,25.0,38,True,,wemake-python-styleguide,,,,276013.0,17816.0,17690.0,https://pypi.org/project/wemake-python-styleguide,2026-04-27 05:51:42.000,126.0,276013.0,,,,1.0,,,,,,,,,,,,,,,,
+45,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-09-24 19:23:46.000,2026-07-14 21:47:47.000,2026-07-14 21:47:46,10019.0,73.0,348.0,57.0,1353.0,2817.0,2401.0,2025-11-16 22:46:54.000,4.10.1,42.0,171.0,655.0,38,True,,scons,conda-forge/scons,,2145.0,1018226.0,4348.0,4290.0,https://pypi.org/project/scons,2025-11-16 22:43:35.000,58.0,997267.0,https://anaconda.org/conda-forge/scons,2025-11-17 08:09:00.894,1486431.0,2.0,,,,,,,,,,,,,,,,
+46,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2026-07-14 04:29:18.000,2026-07-14 04:29:16,1394.0,18.0,274.0,51.0,615.0,411.0,1874.0,2025-07-01 13:31:02.000,3.8.0,71.0,118.0,312.0,38,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],508.0,150978605.0,143378.0,137761.0,https://pypi.org/project/pytest-xdist,2025-07-01 13:30:56.000,5617.0,150790829.0,https://anaconda.org/conda-forge/pytest-xdist,2025-07-02 10:39:49.174,13518815.0,2.0,,,,,,,,,,,,,,,,
+47,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,https://github.com/pypa/wheel,MIT,2017-07-25 20:24:25.000,2026-07-14 15:13:23.000,2026-07-14 15:13:21,1008.0,6.0,180.0,28.0,269.0,411.0,566.0,2026-04-22 15:51:31.000,0.47.0,86.0,89.0,11.0,38,True,,wheel,conda-forge/wheel,,,548373266.0,406233.0,390103.0,https://pypi.org/project/wheel,2026-04-22 15:51:26.000,16130.0,545866043.0,https://anaconda.org/conda-forge/wheel,2026-04-22 17:23:18.659,178012867.0,2.0,3.0,,,,,,,,,,,,,,,
+48,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,,2011-12-04 08:49:15.000,2026-07-16 05:15:08.000,2026-07-14 07:59:37,7202.0,141.0,1762.0,496.0,1111.0,2106.0,33111.0,2026-06-13 14:23:40.000,4.5.5,137.0,247.0,105.0,37,False,,glances,conda-forge/glances,,1819.0,128753.0,1246.0,1240.0,https://pypi.org/project/glances,2026-06-13 13:41:00.000,6.0,115456.0,https://anaconda.org/conda-forge/glances,2026-07-06 12:34:09.843,876793.0,1.0,,,,,,,,,,,,,,,,
+49,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2026-07-01 14:11:29.000,2026-06-13 16:10:30,1032.0,7.0,797.0,137.0,322.0,923.0,24022.0,2024-12-06 11:25:42.000,0.7.3,22.0,77.0,251.0,37,True,,loguru,conda-forge/loguru,,,76214750.0,170553.0,155498.0,https://pypi.org/project/loguru,2024-12-06 11:20:54.000,15055.0,76152901.0,https://anaconda.org/conda-forge/loguru,2026-01-16 11:15:00.482,4576899.0,2.0,,,,,,,,,,,,,,,,
+50,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2026-07-13 12:23:27.000,2026-07-06 00:52:33,2991.0,19.0,289.0,66.0,295.0,393.0,4661.0,2025-01-14 14:46:15.000,2.3.2,82.0,64.0,124.0,37,True,,autopep8,conda-forge/autopep8,,,10685331.0,233293.0,231606.0,https://pypi.org/project/autopep8,2025-01-14 14:46:15.000,1687.0,10644312.0,https://anaconda.org/conda-forge/autopep8,2025-04-22 14:56:24.132,2994405.0,3.0,,,,,,,,,,,,,,,,
+51,pytest-cov,pytest-dev/pytest-cov,testing,Coverage plugin for pytest.,,https://github.com/pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2026-04-24 21:33:08.000,2026-04-24 21:33:08,1076.0,5.0,234.0,40.0,288.0,299.0,2049.0,2026-03-21 20:11:14.000,7.1.0,54.0,104.0,161.0,37,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],,212254661.0,77890.0,,https://pypi.org/project/pytest-cov,2026-03-21 20:11:14.000,77890.0,211995243.0,https://anaconda.org/conda-forge/pytest-cov,2026-03-22 00:27:51.180,19196933.0,2.0,,,,,,,,,,,,,,,,
+52,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2026-07-14 04:30:39.000,2026-07-14 04:30:36,795.0,18.0,160.0,35.0,424.0,156.0,2033.0,2025-09-16 16:40:09.000,3.15.1,66.0,84.0,13.0,37,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],201.0,99426624.0,147788.0,138375.0,https://pypi.org/project/pytest-mock,2025-09-16 16:37:25.000,9413.0,99348319.0,https://anaconda.org/conda-forge/pytest-mock,2025-09-17 09:28:14.765,5716254.0,2.0,,,,,,,,,,,,,,,,
+53,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2026-07-06 13:19:51.000,2026-05-09 18:23:05,1378.0,5.0,330.0,37.0,765.0,508.0,1781.0,2025-09-04 15:43:15.000,6.2.0,59.0,134.0,56.0,37,True,,twine,conda-forge/twine,,157.0,35648744.0,165724.0,142801.0,https://pypi.org/project/twine,2025-09-04 15:43:15.000,22923.0,35622045.0,https://anaconda.org/conda-forge/twine,2025-09-04 19:22:15.675,1948900.0,2.0,,,,,,,,,,,,,,,,
+54,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2026-06-22 17:53:53.000,2026-05-08 04:59:08,565.0,16.0,531.0,112.0,435.0,232.0,15343.0,2026-04-24 22:09:42.172,0.4.2,41.0,57.0,233.0,36,True,,py-spy,conda-forge/py-spy,,61176.0,22417554.0,9004.0,8763.0,https://pypi.org/project/py-spy,2026-04-24 22:08:45.000,236.0,22404391.0,https://anaconda.org/conda-forge/py-spy,2026-04-27 18:05:01.608,895366.0,2.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2026-04-24 22:09:42.172,5.0,
+55,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2026-05-18 21:26:38.373,2023-06-07 11:16:23,408.0,,1408.0,195.0,190.0,257.0,12625.0,2023-05-24 20:13:07.561,0.9.54,51.0,52.0,534.0,36,False,,pyautogui,conda-forge/pyautogui,,,2948587.0,58055.0,57021.0,https://pypi.org/project/pyautogui,2023-05-24 20:13:07.561,1034.0,2941568.0,https://anaconda.org/conda-forge/pyautogui,2026-05-18 21:26:38.373,484359.0,2.0,,,,,,,,,,,,,,,,
+56,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme from Read the Docs.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2026-01-23 19:01:45.611,2026-01-12 16:01:33,1513.0,,1814.0,170.0,775.0,678.0,5073.0,2026-01-12 16:03:28.000,3.1.0,64.0,122.0,266.0,36,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],,14885885.0,20329.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2026-01-12 16:03:28.000,20313.0,14812660.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2026-01-23 19:01:45.611,5345432.0,2.0,,,,,,,,,,,,,,,,
+57,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2026-04-07 16:34:39.989,2026-04-07 15:39:02,3782.0,,391.0,89.0,281.0,418.0,4769.0,2026-04-07 15:17:46.000,3.0.3,71.0,63.0,441.0,36,True,,invoke,conda-forge/invoke,,,80573807.0,35624.0,34270.0,https://pypi.org/project/invoke,2026-04-07 15:17:46.000,1354.0,80532359.0,https://anaconda.org/conda-forge/invoke,2026-04-07 16:34:39.989,2735626.0,2.0,,,,,,,,,,,,,,,,
+58,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,https://github.com/ekalinin/nodeenv,BSD-3-Clause,2011-03-29 15:28:56.000,2025-12-27 20:06:33.000,2025-12-27 20:06:26,744.0,,220.0,30.0,182.0,161.0,1787.0,2025-12-20 14:27:41.000,1.10.0,75.0,108.0,50.0,36,True,,nodeenv,conda-forge/nodeenv,,,183620972.0,146239.0,145830.0,https://pypi.org/project/nodeenv,2025-12-20 14:08:52.000,409.0,183497740.0,https://anaconda.org/conda-forge/nodeenv,2025-12-20 20:08:47.195,8995992.0,2.0,,,,,,,,,,,,,,,,
+59,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2026-07-16 07:51:36.000,2026-07-16 07:51:36,3717.0,79.0,3241.0,388.0,1318.0,1853.0,44961.0,2026-07-13 18:01:45.000,2.8.0,100.0,479.0,78.0,35,True,,pyenv,,,,13380.0,24.0,24.0,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,,13380.0,,,,2.0,,,,,,,,,,,,,,,,
+60,memray,bloomberg/memray,profiling,Memray is a memory profiler for Python.,,https://github.com/bloomberg/memray,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2026-07-15 20:22:52.000,2026-07-15 20:22:50,1492.0,43.0,452.0,61.0,581.0,246.0,15167.0,2026-04-08 18:47:39.000,1.19.3,36.0,72.0,50.0,35,True,,memray,conda-forge/memray,,,15123027.0,175.0,24.0,https://pypi.org/project/memray,2026-04-08 18:47:39.000,151.0,15108912.0,https://anaconda.org/conda-forge/memray,2026-04-08 21:39:29.068,719898.0,2.0,-1.0,,,,,,,,,,,,,,,
+61,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization..",,https://github.com/plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2026-07-05 18:37:56.000,2026-07-05 18:37:56,3656.0,73.0,435.0,83.0,487.0,374.0,13477.0,2026-05-12 18:45:56.000,2.3.0,189.0,62.0,151.0,35,True,,scalene,,,,310022.0,1120.0,1045.0,https://pypi.org/project/scalene,2026-05-12 18:45:56.000,75.0,310022.0,,,,2.0,,,,,,,,,,,,,,,,
+62,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2026-07-08 10:54:14.000,2026-07-08 10:54:14,1230.0,15.0,288.0,49.0,246.0,166.0,7962.0,2026-01-04 18:37:22.000,5.1.2,55.0,76.0,27.0,35,True,,pyinstrument,conda-forge/pyinstrument,,,9832609.0,4735.0,4490.0,https://pypi.org/project/pyinstrument,2026-01-04 18:37:22.000,245.0,9814535.0,https://anaconda.org/conda-forge/pyinstrument,2026-01-04 23:17:44.124,1283317.0,2.0,,,,,,,,,,,,,,,,
+63,pex,pantsbuild/pex,packaging,"A tool for generating .pex (Python EXecutable) files, lock files and venvs.",,https://github.com/pex-tool/pex,https://github.com/pex-tool/pex,Apache-2.0,2014-07-21 17:06:12.000,2026-07-16 06:42:59.000,2026-07-16 06:42:59,2044.0,50.0,312.0,50.0,1723.0,1184.0,4216.0,2026-07-15 21:07:25.000,2.97.3,482.0,127.0,54.0,35,True,pex-tool/pex,pex,,,705099.0,6075049.0,65.0,,https://pypi.org/project/pex,2026-07-15 21:04:14.000,65.0,5996705.0,,,,2.0,,,,,,,,,,,,,,,,
+64,beartype,beartype/beartype,linters,Unbearably fast near-real-time pure-Python runtime-static type-checker.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2026-07-16 07:15:03.000,2026-07-16 07:01:12,1902.0,105.0,80.0,12.0,97.0,381.0,3458.0,2025-12-13 06:50:28.000,0.22.9,64.0,33.0,109.0,35,True,,beartype,conda-forge/beartype,,,98894697.0,13904.0,13005.0,https://pypi.org/project/beartype,2025-12-13 06:50:28.000,899.0,98884468.0,https://anaconda.org/conda-forge/beartype,2025-12-14 12:37:53.323,746738.0,2.0,,,,,,,,,,,,,,,,
+65,safety,pyupio/safety,security,Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for..,,https://github.com/pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2026-06-30 16:41:24.000,2026-05-27 16:10:16,879.0,6.0,189.0,31.0,596.0,229.0,1989.0,2026-05-29 15:09:31.000,3.8.1,118.0,55.0,62.0,35,True,,safety,conda-forge/safety,,2668429.0,5004543.0,21674.0,20234.0,https://pypi.org/project/safety,2026-05-29 15:09:31.000,1440.0,4966658.0,https://anaconda.org/conda-forge/safety,2026-05-30 13:02:50.499,185971.0,2.0,3.0,,,,,,,,,,,,,,,
+66,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/prettytable/prettytable,https://github.com/prettytable/prettytable,,2016-01-15 02:39:17.000,2026-07-07 11:02:09.000,2026-07-07 11:02:07,821.0,12.0,191.0,21.0,327.0,138.0,1662.0,2026-06-22 16:07:48.000,3.18.0,43.0,74.0,17.0,35,False,prettytable/prettytable,prettytable,conda-forge/prettytable,,,53473536.0,85441.0,82286.0,https://pypi.org/project/prettytable,2026-06-22 16:07:48.000,3155.0,53391032.0,https://anaconda.org/conda-forge/prettytable,2026-06-24 17:09:24.467,5610327.0,2.0,,,,,,,,,,,,,,,,
+67,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the pytest runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2026-07-13 21:53:05.000,2026-07-05 18:06:34,1504.0,23.0,243.0,59.0,444.0,299.0,1459.0,2024-12-05 21:45:56.000,8.1.0,106.0,71.0,88.0,35,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],,3446426.0,5063.0,4957.0,https://pypi.org/project/pytest-bdd,2024-12-05 21:45:56.000,106.0,3444379.0,https://anaconda.org/conda-forge/pytest-bdd,2026-07-03 23:47:55.993,77809.0,2.0,,,,,,,,,,,,,,,,
+68,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2025-06-21 07:47:51.807,2025-06-20 18:44:19,579.0,,182.0,26.0,320.0,490.0,1453.0,2025-06-20 18:45:26.000,3.4.0,42.0,88.0,61.0,35,False,,pyflakes,conda-forge/pyflakes,,,65089511.0,336170.0,334865.0,https://pypi.org/project/pyflakes,2025-06-20 18:45:26.000,1305.0,64921579.0,https://anaconda.org/conda-forge/pyflakes,2025-06-21 07:47:51.807,10747709.0,2.0,,,,,,,,,,,,,,,,
+69,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2026-07-12 09:37:37.000,2026-07-12 09:37:37,1351.0,23.0,70.0,6.0,129.0,278.0,667.0,2026-06-19 12:05:39.000,2.1.0,153.0,50.0,33.0,35,True,,griffe,conda-forge/griffe,,,30803288.0,18451.0,17838.0,https://pypi.org/project/griffe,2026-06-19 12:05:39.000,613.0,30784222.0,https://anaconda.org/conda-forge/griffe,2026-06-21 05:44:41.650,991477.0,2.0,,,,,,,,,,,,,,,,
+70,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2026-06-01 15:21:50.000,2026-06-01 15:06:29,4929.0,12.0,357.0,46.0,53.0,1820.0,5134.0,2026-05-20 15:30:21.000,9.2.5,375.0,39.0,14.0,34,False,,pyarmor,,,,604318.0,2184.0,2049.0,https://pypi.org/project/pyarmor,2026-05-20 15:30:03.000,135.0,604318.0,,,,3.0,,,,,,,,,,,,,,,,
+71,mimesis,lk-geimfari/mimesis,testing,Mimesis is a fast Python library for generating fake data in multiple languages.,,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2026-07-16 14:04:44.000,2026-07-16 14:04:30,2721.0,10.0,359.0,54.0,1307.0,356.0,4830.0,2026-07-16 13:09:34.000,21.0.0,66.0,130.0,20.0,34,True,,mimesis,conda-forge/mimesis,,921.0,2374378.0,2425.0,2323.0,https://pypi.org/project/mimesis,2026-07-16 13:09:34.000,102.0,2368952.0,https://anaconda.org/conda-forge/mimesis,2026-01-11 13:15:04.094,390238.0,2.0,,,,,,,,,,,,,,,,
+72,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2026-07-16 10:10:14.000,2026-07-16 10:10:12,5252.0,101.0,525.0,43.0,1715.0,876.0,3320.0,2026-07-08 01:41:31.000,0.4.4,66.0,216.0,171.0,34,True,,briefcase,,,1277.0,39845.0,921.0,876.0,https://pypi.org/project/briefcase,2026-07-08 01:41:31.000,45.0,39829.0,,,,2.0,,,,,,,,,,,,,,,,
+73,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2019-09-02 14:34:19.000,2026-03-11 08:45:56.000,2026-03-11 08:42:59,865.0,,194.0,17.0,178.0,197.0,2574.0,2026-03-04 18:55:31.000,0.10.0,28.0,108.0,76.0,34,True,,tabulate,conda-forge/tabulate,,,226195948.0,12252.0,,https://pypi.org/project/tabulate,2026-03-04 18:55:31.000,12252.0,225996555.0,https://anaconda.org/conda-forge/tabulate,2026-03-05 17:47:04.179,12960596.0,2.0,,,,,,,,,,,,,,,,
+74,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2026-06-18 20:12:16.000,2026-04-29 08:14:24,1394.0,10.0,156.0,35.0,361.0,315.0,2248.0,2025-03-25 08:03:19.000,3.12.0,53.0,83.0,133.0,34,True,,flit,conda-forge/flit,,,18392713.0,3747.0,2817.0,https://pypi.org/project/flit,2025-03-25 08:03:19.000,930.0,18386294.0,https://anaconda.org/conda-forge/flit,2025-04-22 14:56:31.709,449339.0,3.0,,,,,,,,,,,,,,,,
+75,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/prospector-dev/prospector,https://github.com/prospector-dev/prospector,GPL-2.0,2013-08-05 07:26:30.000,2026-07-16 09:09:40.000,2026-07-16 09:07:27,1640.0,26.0,180.0,33.0,420.0,372.0,2086.0,2026-07-16 09:09:40.000,1.19.1,147.0,98.0,34.0,34,True,prospector-dev/prospector,prospector,conda-forge/prospector,,,447783.0,5854.0,5545.0,https://pypi.org/project/prospector,2026-07-16 09:09:40.000,309.0,444072.0,https://anaconda.org/conda-forge/prospector,2026-06-22 19:29:27.782,252392.0,1.0,,,,,,,,,,,,,,,,
+76,nox,theacodes/nox,testing,Flexible test automation for Python.,,https://github.com/wntrblm/nox,https://github.com/wntrblm/nox,Apache-2.0,2016-02-24 04:02:58.000,2026-07-16 05:04:51.000,2026-07-16 05:04:51,795.0,35.0,186.0,18.0,690.0,381.0,1537.0,2026-07-12 00:32:18.000,2026.7.11,36.0,123.0,66.0,34,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],,6241798.0,9993.0,8197.0,https://pypi.org/project/nox,2026-07-12 00:32:18.000,1796.0,6233435.0,https://anaconda.org/conda-forge/nox,2026-07-12 04:20:09.685,610526.0,2.0,,,,,,,,,,,,,,,,
+77,pytest-html,pytest-dev/pytest-html,testing,Plugin for generating HTML reports for pytest results.,,https://github.com/pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2026-07-13 18:02:17.000,2026-07-13 18:02:17,662.0,12.0,252.0,22.0,573.0,265.0,774.0,2026-01-19 11:30:07.000,4.2.0,59.0,66.0,185.0,34,True,,pytest-html,conda-forge/pytest-html,['pytest'],,20405538.0,60215.0,59118.0,https://pypi.org/project/pytest-html,2026-01-19 11:25:25.000,1097.0,20388403.0,https://anaconda.org/conda-forge/pytest-html,2026-01-21 10:01:29.357,1165228.0,2.0,,,,,,,,,,,,,,,,
+78,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2026-05-02 11:56:21.593,2026-05-01 23:09:55,1150.0,1.0,117.0,17.0,118.0,110.0,675.0,2026-05-01 23:12:58.000,0.8.7,30.0,52.0,11.0,34,True,,parso,conda-forge/parso,,,138758673.0,604927.0,603759.0,https://pypi.org/project/parso,2026-05-01 23:12:58.000,1168.0,138228505.0,https://anaconda.org/conda-forge/parso,2026-05-02 11:56:21.593,38172129.0,2.0,,,,,,,,,,,,,,,,
+79,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2026-07-10 07:03:45.000,2026-07-10 07:03:44,827.0,49.0,186.0,6.0,568.0,174.0,570.0,2026-02-28 15:17:43.000,4.1.0,48.0,67.0,8.0,34,True,,coveralls,conda-forge/coveralls,['pytest'],,1262869.0,39667.0,37115.0,https://pypi.org/project/coveralls,2026-02-28 15:16:46.000,2552.0,1240219.0,https://anaconda.org/conda-forge/coveralls,2026-02-28 18:09:14.813,1630867.0,2.0,,,,,,,,,,,,,,,,
+80,pyre-check,facebook/pyre-check,type-checkers,Performant type-checking for python.,,https://github.com/facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2026-06-26 16:04:19.000,2026-06-26 15:55:41,20985.0,96.0,449.0,113.0,573.0,311.0,7175.0,2024-10-29 21:22:27.000,0.9.23,81.0,308.0,159.0,33,True,,pyre-check,,,,193038.0,111.0,24.0,https://pypi.org/project/pyre-check,2025-07-07 15:59:16.000,87.0,193038.0,,,,3.0,,,,,,,,,,,,,,,,
+81,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,MIT,2009-10-02 00:43:37.000,2026-07-14 12:38:47.000,2026-07-14 12:38:45,1520.0,1.0,752.0,110.0,551.0,673.0,5157.0,2025-03-29 17:33:29.000,2.13.0,23.0,137.0,106.0,33,True,,pycodestyle,conda-forge/pycodestyle,,,88224917.0,2210.0,,https://pypi.org/project/pycodestyle,2025-06-20 18:49:47.000,2210.0,88051674.0,https://anaconda.org/conda-forge/pycodestyle,2025-06-22 18:14:44.520,11087610.0,2.0,,,,,,,,,,,,,,,,
+82,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2026-06-04 13:09:59.000,2026-06-04 13:09:59,779.0,39.0,544.0,65.0,383.0,225.0,2266.0,,,14.0,111.0,57.0,33,True,,pyelftools,conda-forge/pyelftools,,,15227067.0,12716.0,12351.0,https://pypi.org/project/pyelftools,2026-05-29 12:56:20.000,365.0,15203390.0,https://anaconda.org/conda-forge/pyelftools,2026-05-29 16:30:09.439,1633762.0,1.0,,,,,,,,,,,,,,,,
+83,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2026-01-04 14:49:29.000,2026-01-04 14:49:29,3393.0,,183.0,25.0,397.0,262.0,2228.0,2025-07-12 17:46:05.000,1.14.0,95.0,85.0,122.0,33,True,,rope,conda-forge/rope,,48.0,1517781.0,79512.0,79188.0,https://pypi.org/project/rope,2025-07-12 17:46:05.000,324.0,1480317.0,https://anaconda.org/conda-forge/rope,2025-07-13 00:41:35.626,2584985.0,1.0,,,,,,,,,,,,,,,,
+84,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2026-07-12 16:34:45.346,2026-07-11 19:37:51,819.0,7.0,125.0,13.0,198.0,467.0,2083.0,2026-07-11 19:38:14.000,1.0.6,77.0,55.0,8.0,33,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],,7422784.0,31022.0,28914.0,https://pypi.org/project/mkdocstrings,2026-07-11 19:38:04.000,2108.0,7417317.0,https://anaconda.org/conda-forge/mkdocstrings,2026-07-12 16:34:45.346,377264.0,2.0,,,,,,,,,,,,,,,,
+85,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2025-04-22 14:56:22.777,2016-03-04 01:16:26,1004.0,,391.0,44.0,265.0,467.0,1363.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,451.0,33,False,,nose,conda-forge/nose,,,9526056.0,174057.0,171362.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,2695.0,9492942.0,https://anaconda.org/conda-forge/nose,2025-04-22 14:56:22.777,4039969.0,2.0,,,,,,,,,,,,,,,,
+86,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-2-Clause,2011-12-14 15:33:15.000,2026-07-15 05:13:16.000,2026-07-15 05:13:16,1294.0,20.0,134.0,19.0,397.0,229.0,825.0,2026-03-02 00:49:50.000,0.16.0,35.0,86.0,46.0,33,True,,nose2,conda-forge/nose2,,,703231.0,27507.0,27144.0,https://pypi.org/project/nose2,2026-03-02 00:49:50.000,363.0,700761.0,https://anaconda.org/conda-forge/nose2,2025-04-22 14:56:50.674,242060.0,2.0,,,,,,,,,,,,,,,,
+87,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2025-04-22 14:56:25.041,2024-07-26 17:57:57,434.0,,188.0,33.0,98.0,70.0,776.0,2024-07-26 18:15:02.000,1.0.0,30.0,42.0,61.0,33,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],,28861648.0,165594.0,164967.0,https://pypi.org/project/alabaster,2024-07-26 18:15:02.000,627.0,28579569.0,https://anaconda.org/conda-forge/alabaster,2025-04-22 14:56:25.041,11847358.0,2.0,,,,,,,,,,,,,,,,
+88,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2026-07-16 00:55:41.000,2026-07-16 00:55:40,587.0,38.0,113.0,9.0,483.0,246.0,585.0,2026-07-15 16:30:33.000,3.11.1,127.0,70.0,,33,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],,9212275.0,68800.0,61270.0,https://pypi.org/project/sphinx-autodoc-typehints,2026-07-15 16:30:33.000,7530.0,9197039.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2026-07-04 16:22:07.643,1112267.0,2.0,,,,,,,,,,,,,,,,
+89,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2026-06-08 19:45:15.000,2026-06-08 19:44:59,333.0,4.0,954.0,228.0,126.0,111.0,16580.0,2025-05-31 23:22:45.000,1.2.3,62.0,30.0,29.0,32,True,,pysnooper,conda-forge/pysnooper,,,584602.0,2199.0,2132.0,https://pypi.org/project/pysnooper,2025-05-31 23:22:45.000,67.0,582426.0,https://anaconda.org/conda-forge/pysnooper,2025-04-22 14:57:05.002,152346.0,1.0,,,,,,,,,,,,,,,,
+90,pipreqs,bndr/pipreqs,dependency-managers,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,,https://github.com/bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2026-06-20 01:42:38.983,2026-03-01 16:20:57,420.0,,416.0,54.0,247.0,114.0,7460.0,2024-02-18 18:23:06.000,0.5.0,43.0,76.0,216.0,32,True,,pipreqs,conda-forge/pipreqs,,,932144.0,40894.0,40571.0,https://pypi.org/project/pipreqs,2024-02-18 17:49:34.000,323.0,929802.0,https://anaconda.org/conda-forge/pipreqs,2026-06-20 01:42:38.983,119474.0,3.0,,,,,,,,,,,,,,,,
+91,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2026-05-24 19:29:20.000,2025-10-10 00:39:31,726.0,,233.0,52.0,61.0,233.0,6289.0,2025-07-20 02:10:37.000,3.3.0,36.0,11.0,14.0,32,True,,alive-progress,conda-forge/alive-progress,,,3571586.0,5712.0,5123.0,https://pypi.org/project/alive-progress,2025-07-20 02:10:37.000,589.0,3567197.0,https://anaconda.org/conda-forge/alive-progress,2026-03-08 05:23:32.352,316037.0,2.0,,,,,,,,,,,,,,,,
+92,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2026-07-15 00:05:46.000,2026-06-19 13:04:51,28837.0,5.0,1648.0,186.0,7185.0,1092.0,5461.0,2025-05-12 21:41:22.000,4.3.0,146.0,904.0,764.0,32,True,,buildbot,conda-forge/buildbot,,106493.0,26305.0,433.0,413.0,https://pypi.org/project/buildbot,2025-05-12 21:41:22.000,20.0,22685.0,https://anaconda.org/conda-forge/buildbot,2025-05-13 11:35:44.706,190643.0,3.0,,,,,,,,,,,,,,,,
+93,pytype,google/pytype,type-checkers,A static type analyzer for Python code.,,https://github.com/google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2026-03-16 14:08:32.000,2026-01-23 16:17:37,6969.0,,288.0,52.0,1202.0,745.0,5033.0,2024-10-11 08:28:27.000,2024.10.11,204.0,112.0,204.0,32,True,,pytype,conda-forge/pytype,,,1020246.0,4591.0,4360.0,https://pypi.org/project/pytype,2024-10-11 08:28:27.000,231.0,1011379.0,https://anaconda.org/conda-forge/pytype,2025-04-22 14:57:26.233,647300.0,3.0,,,,,,,,,,,,,,,,
+94,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2025-08-19 19:29:42.000,2025-08-19 19:29:42,680.0,,289.0,32.0,265.0,212.0,4518.0,2025-08-09 10:39:10.000,1.5.5,68.0,126.0,146.0,32,True,,freezegun,conda-forge/freezegun,,295.0,51231606.0,1272.0,,https://pypi.org/project/freezegun,2025-08-09 10:39:06.000,1272.0,51200164.0,https://anaconda.org/conda-forge/freezegun,2025-08-09 15:49:47.831,2200334.0,3.0,,,,,,,,,,,,,,,,
+95,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,,2011-05-13 23:44:30.000,2026-07-12 18:45:22.000,2026-07-12 18:45:21,1354.0,17.0,239.0,47.0,346.0,205.0,3246.0,2025-12-06 20:18:35.000,2025.1.5,87.0,101.0,164.0,32,False,,pudb,conda-forge/pudb,,106.0,1475678.0,8664.0,8528.0,https://pypi.org/project/pudb,2025-12-06 20:18:12.000,136.0,1465729.0,https://anaconda.org/conda-forge/pudb,2025-12-07 00:08:08.048,586874.0,1.0,,,,,,,,,,,,,,,,
+96,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,MIT-0,2013-08-04 21:12:50.000,2026-07-01 08:04:25.000,2026-04-13 17:11:02,1119.0,,222.0,32.0,417.0,417.0,2513.0,2025-10-27 16:02:15.000,16.0.0,114.0,79.0,50.0,32,False,,pdoc,,,,2085451.0,5402.0,4685.0,https://pypi.org/project/pdoc,2025-10-27 16:02:15.000,717.0,2085451.0,,,,2.0,,,,,,,,,,,,,,,,
+97,doit,pydoit/doit,build-tools,CLI task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2026-02-12 12:57:06.000,2026-02-12 12:52:51,1519.0,,190.0,46.0,174.0,223.0,2073.0,2026-02-09 07:02:10.000,0.37.0,49.0,70.0,92.0,32,True,,doit,conda-forge/doit,,,780648.0,2416.0,2274.0,https://pypi.org/project/doit,2026-02-09 07:02:10.000,142.0,772916.0,https://anaconda.org/conda-forge/doit,2026-02-09 22:04:00.322,564492.0,3.0,,,,,,,,,,,,,,,,
+98,typeguard,agronholm/typeguard,type-checkers,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2026-07-12 21:39:05.000,2026-07-12 21:39:03,698.0,9.0,126.0,16.0,169.0,345.0,1773.0,2026-05-14 12:59:39.000,4.5.2,77.0,48.0,31.0,32,False,,typeguard,conda-forge/typeguard,,,71934771.0,49827.0,46077.0,https://pypi.org/project/typeguard,2026-05-14 12:59:39.000,3750.0,71907982.0,https://anaconda.org/conda-forge/typeguard,2026-05-14 17:21:51.821,1955627.0,3.0,,,,,,,,,,,,,,,,
+99,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2026-07-13 23:00:05.000,2026-06-22 21:21:27,450.0,7.0,119.0,6.0,318.0,186.0,1116.0,2025-11-29 20:51:56.000,25.11.29,75.0,93.0,62.0,32,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],,4581440.0,44189.0,42659.0,https://pypi.org/project/flake8-bugbear,2025-11-29 20:51:56.000,1530.0,4567928.0,https://anaconda.org/conda-forge/flake8-bugbear,2025-12-02 02:02:52.947,918816.0,2.0,,,,,,,,,,,,,,,,
+100,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2026-06-27 10:43:14.000,2026-06-27 10:43:14,2861.0,25.0,207.0,16.0,932.0,529.0,1008.0,2026-06-27 03:15:01.000,0.6.6,25.0,98.0,170.0,32,True,,asv,conda-forge/asv,,2173.0,507515.0,1956.0,1744.0,https://pypi.org/project/asv,2026-06-27 03:12:26.000,212.0,487147.0,https://anaconda.org/conda-forge/asv,2026-06-27 10:39:32.742,1505945.0,3.0,,,,,,,,,,,,,,,,
+101,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/wolph/python-progressbar,https://github.com/wolph/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2026-07-10 16:09:33.000,2026-07-10 16:09:32,1286.0,141.0,105.0,19.0,93.0,224.0,877.0,2024-08-28 22:50:15.000,4.5.0,111.0,116.0,5.0,32,True,,progressbar2,conda-forge/progressbar2,,3714.0,18879603.0,934.0,,https://pypi.org/project/progressbar2,2024-08-28 22:50:10.000,934.0,18809859.0,https://anaconda.org/conda-forge/progressbar2,2025-04-22 14:56:28.563,5088850.0,2.0,,,,,,,,,,,,,,,,
+102,executing,alexmojaki/executing,ast,"Get information about what a Python frame is currently doing, particularly the AST node being executed.",,https://github.com/alexmojaki/executing,https://github.com/alexmojaki/executing,MIT,2019-05-25 08:22:26.000,2026-06-30 21:02:35.000,2026-06-13 20:42:44,529.0,4.0,39.0,10.0,60.0,34.0,397.0,2025-09-01 09:48:08.000,2.2.1,36.0,12.0,21.0,32,True,,executing,conda-forge/executing,,,142151322.0,344593.0,343792.0,https://pypi.org/project/executing,2025-09-01 09:48:08.000,801.0,141736437.0,https://anaconda.org/conda-forge/executing,2025-09-01 12:24:49.483,28627100.0,1.0,,,,,,,,,,,,,,,,
+103,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2026-07-06 18:45:38.000,2026-07-06 18:45:32,412.0,4.0,224.0,47.0,84.0,105.0,10056.0,2026-04-03 17:43:46.000,2.2.0,26.0,38.0,64.0,31,True,,icecream,conda-forge/icecream,,,1957860.0,622.0,24.0,https://pypi.org/project/icecream,2026-04-03 17:42:50.000,598.0,1956104.0,https://anaconda.org/conda-forge/icecream,2026-04-04 14:02:00.745,110665.0,2.0,,,,,,,,,,,,,,,,
+104,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2026-07-13 07:52:33.000,2026-07-13 07:52:33,3380.0,76.0,441.0,46.0,2278.0,1661.0,8069.0,2026-06-09 07:37:31.000,2.8.1,183.0,183.0,465.0,31,True,,,conda-forge/mamba,,,352953.0,,,,,,,https://anaconda.org/conda-forge/mamba,2026-06-08 20:50:25.264,26118533.0,3.0,,,,,,,,,,,,,,,,
+105,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2017-03-06 08:00:18.000,2026-04-30 05:28:50.000,2026-04-30 05:28:49,791.0,2.0,194.0,24.0,183.0,196.0,4692.0,2026-03-25 14:41:13.000,2.16,56.0,54.0,63.0,31,True,,vulture,conda-forge/vulture,,,9352735.0,8135.0,7472.0,https://pypi.org/project/vulture,2026-03-25 14:41:26.000,663.0,9349415.0,https://anaconda.org/conda-forge/vulture,2026-03-26 01:59:07.768,239088.0,2.0,,,,,,,,,,,,,,,,
+106,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2026-07-15 12:44:29.000,2026-07-15 12:44:27,1289.0,8.0,211.0,33.0,593.0,456.0,4106.0,2025-11-19 00:39:46.000,3.21.2,177.0,36.0,19.0,31,True,,pyupgrade,conda-forge/pyupgrade,,,1623898.0,630.0,,https://pypi.org/project/pyupgrade,2025-11-19 00:39:46.000,630.0,1610650.0,https://anaconda.org/conda-forge/pyupgrade,2025-11-19 02:05:13.152,980391.0,2.0,,,,,,,,,,,,,,,,
+107,pytest-testinfra,pytest-dev/pytest-testinfra,testing,Testinfra test your infrastructures.,,https://github.com/pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2026-06-18 20:32:24.000,2026-06-04 19:50:57,826.0,9.0,362.0,66.0,462.0,236.0,2474.0,2025-03-30 09:04:11.000,10.2.2,19.0,145.0,145.0,31,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],,1388357.0,2703.0,2683.0,https://pypi.org/project/pytest-testinfra,2025-03-30 09:06:00.000,20.0,1387725.0,https://anaconda.org/conda-forge/pytest-testinfra,2025-04-22 14:57:44.936,41753.0,3.0,,,,,,,,,,,,,,,,
+108,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2026-02-27 03:31:35.000,2026-02-27 02:33:10,383.0,,147.0,27.0,88.0,131.0,1976.0,2023-03-09 15:41:00.602,0.13.13,46.0,60.0,76.0,31,True,,ipdb,conda-forge/ipdb,,,17438001.0,70127.0,69009.0,https://pypi.org/project/ipdb,2023-03-09 15:41:00.602,1118.0,17425120.0,https://anaconda.org/conda-forge/ipdb,2025-04-22 14:56:25.687,940346.0,2.0,,,,,,,,,,,,,,,,
+109,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2026-06-09 20:37:52.672,2024-12-12 19:59:04,263.0,,233.0,1.0,92.0,91.0,1764.0,2026-03-29 04:39:55.000,4.1.0,38.0,64.0,30.0,31,False,,python-json-logger,conda-forge/python-json-logger,,,121791823.0,1404.0,,https://pypi.org/project/python-json-logger,2026-03-29 04:39:55.000,1404.0,121555196.0,https://anaconda.org/conda-forge/python-json-logger,2026-06-09 20:37:52.672,16327284.0,3.0,,,,,,,,,,,,,,,,
+110,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2025-04-22 14:56:24.767,2023-11-03 22:28:45,746.0,,190.0,2.0,318.0,225.0,1120.0,2023-01-17 20:31:11.783,6.3.0,23.0,92.0,121.0,31,False,,pydocstyle,conda-forge/pydocstyle,,108.0,5018400.0,76272.0,74520.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,1752.0,4964824.0,https://anaconda.org/conda-forge/pydocstyle,2025-04-22 14:56:24.767,3803962.0,2.0,,,,,,,,,,,,,,,,
+111,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2026-06-28 01:01:39.000,2026-06-28 01:01:39,151.0,2.0,63.0,15.0,64.0,45.0,680.0,2022-01-24 01:14:49.000,0.7.0,13.0,24.0,10.0,31,True,,mccabe,conda-forge/mccabe,,,91743605.0,524926.0,523992.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,934.0,91517261.0,https://anaconda.org/conda-forge/mccabe,2025-04-22 14:56:24.539,12222598.0,2.0,,,,,,,,,,,,,,,,
+112,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/pylint-dev/pylint-django,https://github.com/pylint-dev/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2026-07-13 22:22:19.000,2026-07-11 10:18:57,725.0,13.0,122.0,13.0,240.0,176.0,622.0,2026-07-11 10:05:29.000,2.8.0,59.0,73.0,68.0,31,True,pylint-dev/pylint-django,pylint-django,conda-forge/pylint-django,['pylint'],447.0,2086472.0,32711.0,32527.0,https://pypi.org/project/pylint-django,2026-07-11 10:05:29.000,184.0,2078331.0,https://anaconda.org/conda-forge/pylint-django,2026-07-11 15:01:52.120,553314.0,2.0,,,,,,,,,,,,,,,,
+113,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2026-07-14 03:22:38.000,2026-07-14 03:22:37,642.0,17.0,87.0,5.0,169.0,158.0,594.0,2026-04-28 20:34:50.000,1.7.8,65.0,42.0,29.0,31,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,91.0,1300378.0,4972.0,4564.0,https://pypi.org/project/docformatter,2026-04-28 20:34:50.000,408.0,1294600.0,https://anaconda.org/conda-forge/docformatter,2026-04-29 19:03:06.638,404349.0,3.0,,,,,,,,,,,,,,,,
+114,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2026-04-02 17:10:40.000,2026-04-02 17:10:40,1450.0,,514.0,46.0,623.0,246.0,4593.0,2024-05-06 18:05:06.000,1.5.0,38.0,89.0,125.0,30,True,,detect-secrets,,,,6461457.0,95.0,,https://pypi.org/project/detect-secrets,2024-05-06 17:46:16.000,95.0,6461457.0,,,,3.0,,,,,,,,,,,,,,,,
+115,factory_boy,FactoryBoy/factory_boy,testing,A test fixtures replacement for Python.,,https://github.com/FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2026-01-01 19:04:12.000,2025-12-14 14:33:55,1040.0,,408.0,36.0,546.0,446.0,3803.0,2025-02-03 09:49:01.000,3.3.3,46.0,134.0,190.0,30,True,,factory_boy,conda-forge/factory_boy,,,22294848.0,647.0,,https://pypi.org/project/factory_boy,2025-02-03 09:49:01.000,647.0,22289264.0,https://anaconda.org/conda-forge/factory_boy,2025-04-25 02:28:32.370,390913.0,3.0,,,,,,,,,,,,,,,,
+116,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2025-04-22 14:56:42.827,2024-10-20 09:52:52,549.0,,134.0,35.0,104.0,147.0,1996.0,2023-03-26 06:25:00.948,6.0.1,56.0,60.0,41.0,30,False,,radon,conda-forge/radon,,,5265727.0,8280.0,8063.0,https://pypi.org/project/radon,2023-03-26 06:25:00.948,217.0,5263895.0,https://anaconda.org/conda-forge/radon,2025-04-22 14:56:42.827,130078.0,2.0,4.0,,,,,,,,,,,,,,,
+117,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.",,https://github.com/sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2026-07-08 15:13:14.000,2026-07-08 15:13:13,850.0,5.0,82.0,12.0,126.0,80.0,1720.0,2026-05-22 17:27:00.000,1.7.7,30.0,35.0,18.0,30,True,,yappi,conda-forge/yappi,,,3456068.0,1809.0,1720.0,https://pypi.org/project/yappi,2026-03-17 22:30:39.000,89.0,3449916.0,https://anaconda.org/conda-forge/yappi,2026-03-18 02:24:56.258,424531.0,2.0,,,,,,,,,,,,,,,,
+118,cx_Freeze,marcelotduarte/cx_Freeze,packaging,Creates standalone executables from Python scripts with the same performance as the original script. It is cross-..,,https://github.com/marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,2017-01-22 04:25:52.000,2026-07-16 04:10:54.000,2026-07-16 03:41:27,2737.0,58.0,243.0,26.0,2129.0,1028.0,1556.0,2026-04-13 06:00:29.000,8.6.4,118.0,125.0,46.0,30,True,,cx_freeze,conda-forge/cx_freeze,,,220381.0,138.0,,https://pypi.org/project/cx_freeze,2026-04-13 06:00:29.000,138.0,201378.0,https://anaconda.org/conda-forge/cx_freeze,2026-04-13 07:15:39.549,1406259.0,2.0,,,,,,,,,,,,,,,,
+119,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2025-12-12 14:52:24.000,2025-12-12 14:51:48,466.0,,83.0,14.0,174.0,95.0,1532.0,2025-08-23 12:19:34.000,1.1.1,32.0,58.0,32.0,30,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],63.0,7377010.0,32296.0,30795.0,https://pypi.org/project/pytest-sugar,2025-08-23 12:19:34.000,1501.0,7368156.0,https://anaconda.org/conda-forge/pytest-sugar,2025-08-24 22:40:41.102,619768.0,3.0,,,,,,,,,,,,,,,,
+120,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,,2010-07-22 10:13:12.000,2026-07-15 12:23:43.000,2026-05-25 21:39:10,1660.0,2.0,169.0,33.0,405.0,144.0,1504.0,2025-11-28 23:52:53.000,1.9.2,51.0,82.0,46.0,30,False,,logbook,conda-forge/logbook,,612.0,5498273.0,7785.0,7502.0,https://pypi.org/project/logbook,2025-11-27 21:10:16.000,283.0,5492142.0,https://anaconda.org/conda-forge/logbook,2025-11-27 22:48:43.454,447278.0,3.0,,,,,,,,,,,,,,,,
+121,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2025-10-16 20:08:47.821,2025-10-16 16:13:12,250.0,,97.0,11.0,51.0,79.0,965.0,2025-10-16 16:14:21.000,6.10.1,70.0,35.0,,30,True,,colorlog,conda-forge/colorlog,,,62367677.0,69637.0,66895.0,https://pypi.org/project/colorlog,2025-10-16 16:14:10.000,2742.0,62266684.0,https://anaconda.org/conda-forge/colorlog,2025-10-16 20:08:47.821,7271549.0,3.0,,,,,,,,,,,,,,,,
+122,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2026-01-01 08:13:42.000,2025-12-01 11:01:39,1999.0,,211.0,14.0,410.0,427.0,814.0,2025-07-08 19:34:47.000,5.0.0a2,68.0,122.0,194.0,30,True,breathe-doc/breathe,breathe,conda-forge/breathe,,834.0,1501908.0,20296.0,20165.0,https://pypi.org/project/breathe,2025-07-08 20:28:19.000,131.0,1483772.0,https://anaconda.org/conda-forge/breathe,2025-04-22 14:56:28.512,1322990.0,2.0,,,,,,,,,,,,,,,,
+123,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2025-11-03 20:57:10.317,2021-06-11 10:22:09,273.0,,45.0,10.0,39.0,52.0,560.0,2021-06-11 10:24:04.382,15.0.1,63.0,17.0,36.0,30,False,,coloredlogs,anaconda/coloredlogs,,,36584209.0,88751.0,86822.0,https://pypi.org/project/coloredlogs,2021-06-11 10:24:04.382,1929.0,36583980.0,https://anaconda.org/anaconda/coloredlogs,2025-11-03 20:57:10.317,24339.0,3.0,,,,,,,,,,,,,,,,
+124,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2026-07-14 18:36:25.000,2026-07-14 18:36:22,721.0,14.0,175.0,29.0,427.0,161.0,352.0,2025-12-02 16:39:11.000,1.10.0,36.0,92.0,133.0,30,False,,numpydoc,conda-forge/numpydoc,['sphinx'],,2218083.0,4059.0,,https://pypi.org/project/numpydoc,2026-06-10 22:03:31.000,4059.0,2153109.0,https://anaconda.org/conda-forge/numpydoc,2025-12-02 22:48:01.622,4808129.0,2.0,,,,,,,,,,,,,,,,
+125,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2026-06-11 11:51:40.000,2026-05-08 16:26:39,1106.0,3.0,65.0,31.0,7.0,,243.0,2026-06-11 11:51:40.000,8.1.0,44.0,191.0,,30,True,,hacking,,['flake8'],,209817.0,8070.0,7959.0,https://pypi.org/project/hacking,2026-06-11 11:51:40.000,111.0,209817.0,,,,2.0,,,,,,,,,,,,,,,,
+126,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2025-06-01 20:57:08.000,2025-06-01 20:57:08,409.0,,422.0,152.0,80.0,231.0,10902.0,2021-12-22 19:23:21.000,1.0.68,53.0,36.0,90.0,29,False,,bpytop,conda-forge/bpytop,,,9751.0,246.0,245.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,9302.0,https://anaconda.org/conda-forge/bpytop,2025-04-22 14:57:45.970,29205.0,3.0,,,,,,,,,,,,,,,,
+127,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2025-12-04 21:58:46.357,2024-04-16 15:33:52,719.0,,387.0,82.0,167.0,117.0,4573.0,2022-11-15 17:59:01.069,0.61.0,59.0,105.0,139.0,29,False,,memory_profiler,conda-forge/memory_profiler,,,11735070.0,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,11662743.0,https://anaconda.org/conda-forge/memory_profiler,2025-12-04 21:58:46.357,4990621.0,3.0,,,,,,,,,,,,,,,,
+128,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2026-07-13 17:56:55.000,2025-12-26 19:14:24,547.0,,111.0,28.0,374.0,69.0,2739.0,2025-05-17 15:59:40.000,1.3.6,34.0,27.0,39.0,29,True,,notifiers,conda-forge/notifiers,,,530806.0,1422.0,1385.0,https://pypi.org/project/notifiers,2025-05-17 15:58:56.000,37.0,529751.0,https://anaconda.org/conda-forge/notifiers,2025-05-20 18:12:25.759,70715.0,3.0,,,,,,,,,,,,,,,,
+129,pytest-benchmark,ionelmc/pytest-benchmark,testing,pytest fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2026-06-16 09:42:10.000,2026-06-16 09:42:10,1118.0,2.0,134.0,18.0,106.0,99.0,1444.0,2025-11-09 18:48:39.000,5.2.3,50.0,55.0,119.0,29,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],,13539909.0,1871.0,,https://pypi.org/project/pytest-benchmark,2025-11-09 18:48:39.000,1871.0,13488686.0,https://anaconda.org/conda-forge/pytest-benchmark,2025-11-09 19:28:27.412,3227107.0,3.0,,,,,,,,,,,,,,,,
+130,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2026-06-21 21:24:36.000,2026-06-21 21:10:56,1141.0,25.0,112.0,30.0,44.0,173.0,990.0,2026-06-21 21:18:32.000,0.14.2.0,33.0,25.0,18.0,29,True,,py2exe,,,26872.0,14654.0,2262.0,2250.0,https://pypi.org/project/py2exe,2026-06-21 21:24:36.000,12.0,14349.0,,,,3.0,,,,,,,,,,,,,,,,
+131,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2026-07-15 10:55:59.000,2026-07-15 10:55:58,746.0,10.0,35.0,2.0,658.0,68.0,713.0,2026-04-20 13:01:50.000,4.1.0,37.0,20.0,9.0,29,True,,pytest-randomly,conda-forge/pytest-randomly,,,8479952.0,13364.0,12422.0,https://pypi.org/project/pytest-randomly,2026-04-20 13:01:50.000,942.0,8472908.0,https://anaconda.org/conda-forge/pytest-randomly,2025-04-22 14:58:02.951,401510.0,3.0,4.0,,,,,,,,,,,,,,,
+132,mypy-protobuf,dropbox/mypy-protobuf,linters,open source tools to generate mypy stubs from protobufs.,,https://github.com/nipunn1313/mypy-protobuf,https://github.com/nipunn1313/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2026-04-28 18:06:47.910,2026-04-28 00:06:21,533.0,3.0,81.0,16.0,579.0,126.0,707.0,2026-04-28 15:56:39.000,5.1.0,46.0,40.0,22.0,29,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,,10622278.0,4991.0,4689.0,https://pypi.org/project/mypy-protobuf,2026-04-28 15:56:39.000,302.0,10619486.0,https://anaconda.org/conda-forge/mypy-protobuf,2026-04-28 18:06:47.910,189893.0,2.0,,,,,,,,,,,,,,,,
+133,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a hot-reload web server.,,https://github.com/sphinx-doc/sphinx-autobuild,https://github.com/sphinx-doc/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2025-12-16 13:12:50.000,2025-12-16 13:12:50,401.0,,97.0,17.0,99.0,94.0,608.0,2025-08-25 18:44:54.000,2025.8.25,25.0,37.0,21.0,29,True,sphinx-doc/sphinx-autobuild,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],,5914148.0,35079.0,32797.0,https://pypi.org/project/sphinx-autobuild,2025-08-25 18:44:54.000,2282.0,5905896.0,https://anaconda.org/conda-forge/sphinx-autobuild,2025-11-04 15:27:59.755,552937.0,3.0,,,,,,,,,,,,,,,,
+134,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2019-12-10 22:26:33.000,2026-07-04 22:36:07.000,2026-06-26 01:03:44,770.0,3.0,135.0,12.0,288.0,92.0,3244.0,2026-02-24 03:38:26.000,5.0.2,35.0,55.0,55.0,28,True,,line_profiler,conda-forge/line_profiler,,3108.0,2919012.0,405.0,,https://pypi.org/project/line_profiler,2026-02-23 23:29:45.000,405.0,2838850.0,https://anaconda.org/conda-forge/line_profiler,2026-02-24 23:29:30.445,5448431.0,3.0,,,,,,,,,,,,,,,,
+135,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2024-06-29 14:21:40.000,2023-11-01 17:50:44,3337.0,,599.0,84.0,534.0,170.0,1761.0,2016-11-25 22:13:29.000,4.0.515,36.0,388.0,123.0,28,False,,diamond,,,,7236.0,223.0,217.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,6.0,7236.0,,,,3.0,,,,,,,,,,,,,,,,
+136,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2026-07-15 21:57:15.821,2025-06-07 07:19:43,497.0,,89.0,10.0,70.0,57.0,1405.0,2021-12-22 16:55:15.000,1.0.1,18.0,31.0,60.0,28,False,,pympler,conda-forge/pympler,,,5326376.0,259.0,,https://pypi.org/project/pympler,2024-06-28 19:56:05.000,259.0,5315180.0,https://anaconda.org/conda-forge/pympler,2026-07-15 21:57:15.821,772592.0,3.0,,,,,,,,,,,,,,,,
+137,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,MIT,2015-02-02 14:21:10.000,2025-12-01 07:34:04.000,2025-12-01 07:33:38,407.0,,78.0,21.0,92.0,140.0,999.0,2025-12-01 07:48:45.000,2.2.0,95.0,29.0,37.0,28,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],,4159027.0,1754.0,1695.0,https://pypi.org/project/pytest-testmon,2025-12-01 07:30:23.000,59.0,4157126.0,https://anaconda.org/conda-forge/pytest-testmon,2025-04-22 14:56:46.735,192076.0,3.0,,,,,,,,,,,,,,,,
+138,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables as reported by pyflakes.,,https://github.com/PyCQA/autoflake,https://github.com/PyCQA/autoflake,MIT,2012-12-27 03:40:17.000,2026-06-24 05:52:18.000,2026-04-20 03:18:16,693.0,1.0,89.0,11.0,234.0,84.0,958.0,2026-02-20 05:01:45.000,2.3.3,63.0,40.0,39.0,28,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,,5701106.0,1383.0,,https://pypi.org/project/autoflake,2026-02-20 05:01:42.000,1383.0,5690160.0,https://anaconda.org/conda-forge/autoflake,2026-02-20 08:48:51.904,678655.0,2.0,,,,,,,,,,,,,,,,
+139,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2026-02-17 23:52:44.000,2026-02-17 23:52:37,297.0,,106.0,21.0,116.0,101.0,865.0,2019-12-10 01:50:33.000,0.8.1,14.0,35.0,32.0,28,True,,astor,conda-forge/astor,,,26263382.0,618.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,618.0,26111297.0,https://anaconda.org/conda-forge/astor,2025-04-22 14:56:33.663,2889617.0,2.0,,,,,,,,,,,,,,,,
+140,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2026-06-03 21:50:51.000,2026-06-03 21:50:49,2101.0,14.0,177.0,49.0,349.0,278.0,616.0,2026-04-29 07:54:20.000,5.2.0,155.0,101.0,121.0,28,False,,zc.buildout,conda-forge/zc.buildout,,,51937.0,123.0,,https://pypi.org/project/zc.buildout,2026-04-29 07:54:20.000,123.0,50225.0,https://anaconda.org/conda-forge/zc.buildout,2025-04-22 14:58:01.521,99348.0,3.0,,,,,,,,,,,,,,,,
+141,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2025-05-06 21:53:54.000,2025-05-06 21:53:53,286.0,,265.0,13.0,146.0,83.0,532.0,2025-05-05 20:43:43.000,0.15.1,31.0,37.0,21.0,28,False,,pep8-naming,conda-forge/pep8-naming,,,2612842.0,60478.0,59642.0,https://pypi.org/project/pep8-naming,2025-05-05 20:43:11.000,836.0,2603631.0,https://anaconda.org/conda-forge/pep8-naming,2025-05-06 21:46:36.863,663212.0,2.0,,,,,,,,,,,,,,,,
+142,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2026-07-06 18:26:13.000,2026-06-12 20:25:24,691.0,6.0,23.0,5.0,592.0,56.0,469.0,2025-09-09 22:37:17.000,3.17.0,42.0,16.0,6.0,28,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],,1814869.0,30573.0,29792.0,https://pypi.org/project/flake8-comprehensions,2025-09-09 22:37:17.000,781.0,1798528.0,https://anaconda.org/conda-forge/flake8-comprehensions,2025-09-10 17:55:03.656,1192956.0,2.0,,,,,,,,,,,,,,,,
+143,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2026-05-26 06:49:48.000,2026-05-26 06:49:38,948.0,1.0,45.0,13.0,41.0,317.0,424.0,2026-02-13 20:49:59.000,0.28.10,52.0,31.0,223.0,28,True,,py2app,,,,70844.0,5621.0,5579.0,https://pypi.org/project/py2app,2026-02-13 20:49:59.000,42.0,70844.0,,,,3.0,,,,,,,,,,,,,,,,
+144,check-manifest,mgedmin/check-manifest,linters,Tool to check the completeness of MANIFEST.in for Python packages.,,https://github.com/mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2026-05-24 17:51:32.000,2026-05-24 17:51:27,634.0,5.0,39.0,4.0,77.0,78.0,293.0,,,45.0,23.0,23.0,28,True,,check-manifest,conda-forge/check-manifest,,,1045422.0,17278.0,12250.0,https://pypi.org/project/check-manifest,2025-10-15 11:15:46.000,5028.0,1042388.0,https://anaconda.org/conda-forge/check-manifest,2025-10-15 12:22:44.579,212426.0,2.0,,,,,,,,,,,,,,,,
+145,pytest-mypy,dbader/pytest-mypy,testing,Mypy static type checker plugin for Pytest.,,https://github.com/realpython/pytest-mypy,https://github.com/realpython/pytest-mypy,MIT,2016-09-29 14:39:23.000,2026-06-13 22:31:35.000,2026-06-13 22:31:35,377.0,23.0,33.0,7.0,129.0,65.0,257.0,2025-04-02 19:31:14.000,1.0.1,25.0,16.0,7.0,28,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],,528316.0,5616.0,4833.0,https://pypi.org/project/pytest-mypy,2025-04-02 19:31:14.000,783.0,526492.0,https://anaconda.org/conda-forge/pytest-mypy,2025-04-22 14:57:21.503,129533.0,3.0,,,,,,,,,,,,,,,,
+146,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2025-04-22 14:56:37.697,2019-12-22 18:11:19,86.0,,53.0,9.0,37.0,22.0,229.0,2019-12-22 18:12:11.000,1.6.3,11.0,11.0,25.0,28,False,,astunparse,conda-forge/astunparse,,,13467829.0,170506.0,169823.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,683.0,13414350.0,https://anaconda.org/conda-forge/astunparse,2025-04-22 14:56:37.697,3529658.0,2.0,,,,,,,,,,,,,,,,
+147,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2021-02-11 03:06:29.408,2026-06-15 21:02:07.000,2026-06-11 17:45:15,683.0,16.0,49.0,,3.0,,219.0,2026-06-11 18:40:35.000,1.0.9,44.0,28.0,,28,True,,asteval,conda-forge/asteval,,,5653904.0,213.0,,https://pypi.org/project/asteval,2026-06-11 18:40:35.000,213.0,5637745.0,https://anaconda.org/conda-forge/asteval,2026-06-12 17:31:34.074,1050393.0,2.0,,,,,,,,,,,,,,,,
+148,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2025-10-25 14:27:21.036,2025-10-25 13:31:10,399.0,,207.0,7.0,99.0,58.0,187.0,2025-10-25 13:31:06.000,7.0.0,45.0,40.0,2.0,28,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],,2121262.0,29281.0,28652.0,https://pypi.org/project/flake8-isort,2025-10-25 13:31:06.000,629.0,2119792.0,https://anaconda.org/conda-forge/flake8-isort,2025-10-25 14:27:21.036,105883.0,2.0,,,,,,,,,,,,,,,,
+149,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2026-06-24 17:38:24.000,2026-06-24 17:38:24,136.0,8.0,40.0,10.0,69.0,40.0,146.0,2025-11-29 15:30:03.000,0.7.0,24.0,13.0,1.0,28,True,,gast,conda-forge/gast,,,18819331.0,217341.0,216810.0,https://pypi.org/project/gast,2025-11-29 15:30:03.000,531.0,18756285.0,https://anaconda.org/conda-forge/gast,2025-11-30 12:53:57.736,4476277.0,2.0,,,,,,,,,,,,,,,,
+150,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2024-12-24 01:04:30.000,2024-11-03 22:09:40,6749.0,,255.0,59.0,137.0,237.0,6118.0,2023-01-02 16:18:55.910,0.24.0,22.0,54.0,336.0,27,False,,pyoxidizer,,,33905.0,12008.0,161.0,159.0,https://pypi.org/project/pyoxidizer,2023-01-02 16:18:55.910,2.0,11574.0,,,,3.0,,,,,,,,,,,,,,,,
+151,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2018-06-28 14:01:33.000,2025-12-04 21:58:46.357,2018-06-28 13:35:12,500.0,,387.0,4.0,1.0,,4539.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,,27,False,,memory_profiler,conda-forge/memory_profiler,,,11735071.0,464.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,464.0,11662743.0,https://anaconda.org/conda-forge/memory_profiler,2025-12-04 21:58:46.357,4990661.0,3.0,,,,,,,,,,,,,,,,
+152,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2024-02-05 04:33:35.000,2021-06-11 17:11:55,4487.0,,1299.0,93.0,3155.0,2374.0,3589.0,2017-05-30 10:07:57.000,0.11.1,731.0,484.0,833.0,27,False,,coala-bears,,,287.0,3736.0,19.0,13.0,https://pypi.org/project/coala-bears,2023-12-02 01:06:08.134,6.0,3734.0,,,,3.0,,,,,,,,,,,,,,,,
+153,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000,2020-11-16 01:36:32,316.0,,636.0,155.0,36.0,120.0,2095.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,183.0,27,False,,uiautomator,,,,98440.0,327.0,315.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,12.0,98440.0,,,,3.0,,,,,,,,,,,,,,,,
+154,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2026-02-23 17:34:55.834,2022-07-14 18:31:38,706.0,,74.0,16.0,324.0,128.0,1463.0,2026-02-23 14:23:43.000,0.12.1,33.0,41.0,107.0,27,False,,pdbpp,conda-forge/pdbpp,,,1414062.0,638.0,,https://pypi.org/project/pdbpp,2026-02-23 14:23:43.000,638.0,1407564.0,https://anaconda.org/conda-forge/pdbpp,2026-02-23 17:34:55.834,389935.0,3.0,,,,,,,,,,,,,,,,
+155,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2026-06-13 05:50:30.000,2026-06-13 05:50:23,925.0,19.0,67.0,22.0,153.0,74.0,1312.0,2023-10-11 03:48:57.000,1.25.0,53.0,25.0,42.0,27,True,,wily,,,,54564.0,320.0,306.0,https://pypi.org/project/wily,2026-04-26 04:28:26.000,14.0,54564.0,,,,3.0,,,,,,,,,,,,,,,,
+156,pdoc3,pdoc3/pdoc,documentation,Auto-generate API documentation for Python projects.,,https://github.com/pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000,2025-11-03 14:02:49.000,2025-11-03 14:02:49,647.0,,144.0,8.0,130.0,237.0,1190.0,2025-03-20 22:53:51.000,0.11.6,41.0,69.0,106.0,27,True,,pdoc3,anaconda/pdoc3,,,292492.0,5718.0,5229.0,https://pypi.org/project/pdoc3,2025-03-20 22:53:51.000,489.0,292456.0,https://anaconda.org/anaconda/pdoc3,2025-10-17 12:08:52.752,2925.0,3.0,,,,,,,,,,,,,,,,
+157,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2026-06-22 05:02:41.000,2022-08-08 11:25:05,700.0,,100.0,14.0,110.0,96.0,1049.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,64.0,27,False,,pylama,,,,179669.0,7237.0,6908.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,329.0,179669.0,,,,3.0,,,,,,,,,,,,,,,,
+158,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2026-02-12 14:23:26.000,2026-02-12 14:23:25,688.0,,116.0,23.0,188.0,69.0,806.0,2023-10-22 15:51:05.000,V2.1.0,25.0,47.0,26.0,27,False,,pyhamcrest,conda-forge/pyhamcrest,,,5258794.0,43069.0,42754.0,https://pypi.org/project/pyhamcrest,2023-10-22 15:47:25.000,315.0,5245457.0,https://anaconda.org/conda-forge/pyhamcrest,2025-04-22 14:56:22.885,733550.0,3.0,,,,,,,,,,,,,,,,
+159,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2026-03-02 18:18:44.792,2024-11-12 22:24:34,1157.0,,75.0,21.0,98.0,181.0,805.0,2024-04-18 23:54:19.000,4.0.2,149.0,41.0,7.0,27,False,,green,conda-forge/green,,,26440.0,1502.0,1376.0,https://pypi.org/project/green,2024-04-18 23:54:19.000,126.0,20009.0,https://anaconda.org/conda-forge/green,2026-03-02 18:18:44.792,463101.0,3.0,,,,,,,,,,,,,,,,
+160,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2026-06-01 22:18:24.000,2024-05-20 16:10:07,243.0,,53.0,5.0,127.0,37.0,670.0,2024-04-07 22:30:44.000,1.7.0,16.0,17.0,37.0,27,False,,interrogate,,,,1479272.0,9776.0,9390.0,https://pypi.org/project/interrogate,2024-04-07 22:30:44.000,386.0,1479272.0,,,,3.0,,,,,,,,,,,,,,,,
+161,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2026-07-13 17:08:28.000,2026-07-13 17:08:25,1528.0,56.0,180.0,26.0,837.0,410.0,497.0,2026-07-07 19:38:50.000,3.16.2,57.0,81.0,45.0,27,True,,,constructor,,290.0,213.0,27.0,27.0,,,,,https://anaconda.org/anaconda/constructor,2026-07-07 22:55:25.314,26351.0,3.0,,,,,,,,,,,,,,,,
+162,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2025-04-22 14:57:12.196,2021-10-18 03:34:23,504.0,,41.0,1.0,61.0,95.0,483.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,71.0,27,False,,darglint,conda-forge/darglint,,,564339.0,23019.0,22729.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,290.0,562599.0,https://anaconda.org/conda-forge/darglint,2025-04-22 14:57:12.196,127080.0,3.0,,,,,,,,,,,,,,,,
+163,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/explosion/wasabi,https://github.com/explosion/wasabi,MIT,2018-11-17 14:40:55.000,2026-03-27 08:49:54.000,2026-03-27 07:49:50,264.0,,25.0,10.0,38.0,5.0,469.0,2024-05-31 16:57:41.000,1.1.3,42.0,14.0,5.0,27,True,explosion/wasabi,wasabi,conda-forge/wasabi,,,19262864.0,70717.0,70506.0,https://pypi.org/project/wasabi,2024-05-31 16:56:16.000,211.0,19233108.0,https://anaconda.org/conda-forge/wasabi,2025-04-22 14:57:01.909,2172240.0,3.0,,,,,,,,,,,,,,,,
+164,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2025-04-22 14:56:33.025,2024-02-26 01:33:26,235.0,,113.0,20.0,68.0,46.0,443.0,2024-02-26 01:36:32.000,1.7.2,34.0,38.0,13.0,27,False,,ddt,conda-forge/ddt,,,1683296.0,6827.0,6615.0,https://pypi.org/project/ddt,2024-02-26 01:36:32.000,212.0,1678021.0,https://anaconda.org/conda-forge/ddt,2025-04-22 14:56:33.025,242676.0,3.0,,,,,,,,,,,,,,,,
+165,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2025-04-22 14:56:27.787,2024-02-10 21:52:43,112.0,,39.0,3.0,70.0,45.0,180.0,2024-02-10 21:58:22.000,3.4.0,42.0,33.0,11.0,27,False,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],,925200.0,24440.0,24006.0,https://pypi.org/project/flake8-quotes,2024-02-10 21:58:22.000,434.0,906487.0,https://anaconda.org/conda-forge/flake8-quotes,2025-04-22 14:56:27.787,1104111.0,3.0,,,,,,,,,,,,,,,,
+166,rebound,shobrook/rebound,logging,Instant Stack Overflow results whenever an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,GPL-3.0,2018-02-28 04:47:03.000,2026-07-10 14:03:18.528,2022-02-16 05:16:40,168.0,,380.0,75.0,41.0,38.0,4114.0,2026-07-09 22:54:44.000,5.0.1,234.0,16.0,24.0,26,False,,rebound,conda-forge/rebound,,299.0,60980.0,59.0,,https://pypi.org/project/rebound,2026-07-09 22:54:44.000,59.0,43524.0,https://anaconda.org/conda-forge/rebound,2026-07-10 14:03:18.528,1291537.0,3.0,,,,,,,,,,,,,,,,
+167,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2026-04-02 08:18:27.541,2026-04-02 06:20:27,1469.0,,272.0,86.0,414.0,430.0,2020.0,2026-04-02 06:20:26.000,0.13.20,699.0,40.0,102.0,26,True,,pybuilder,conda-forge/pybuilder,,,54297.0,6.0,,https://pypi.org/project/pybuilder,2026-04-02 06:20:15.000,6.0,47238.0,https://anaconda.org/conda-forge/pybuilder,2026-04-02 08:18:27.541,395331.0,3.0,,,,,,,,,,,,,,,,
+168,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2025-10-02 11:05:16.716,2019-06-15 20:36:43,183.0,,59.0,10.0,51.0,45.0,764.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,47.0,26,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],,971071.0,12165.0,11606.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,559.0,967420.0,https://anaconda.org/conda-forge/pytest-watch,2025-10-02 11:05:16.716,255606.0,3.0,,,,,,,,,,,,,,,,
+169,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000,2021-12-09 03:12:36,1672.0,,72.0,26.0,107.0,48.0,724.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,90.0,26,False,,redbaron,,,,389466.0,869.0,781.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,88.0,389466.0,,,,2.0,,,,,,,,,,,,,,,,
+170,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/adamchainz/blacken-docs,https://github.com/adamchainz/blacken-docs,MIT,2018-06-03 02:48:01.000,2026-07-15 10:50:12.000,2026-07-15 10:50:11,531.0,7.0,45.0,8.0,354.0,72.0,680.0,2025-09-08 15:33:17.000,1.20.0,31.0,26.0,9.0,26,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,,131385.0,1720.0,1601.0,https://pypi.org/project/blacken-docs,2025-09-08 15:33:17.000,119.0,130498.0,https://anaconda.org/conda-forge/blacken-docs,2025-09-08 21:36:16.747,63869.0,3.0,,,,,,,,,,,,,,,,
+171,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000,2022-02-03 20:25:55,403.0,,213.0,23.0,95.0,83.0,588.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,57.0,26,False,,sphinx-bootstrap-theme,,['sphinx'],,173555.0,275.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,275.0,173555.0,,,,3.0,,,,,,,,,,,,,,,,
+172,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2025-04-22 14:56:42.129,2023-07-03 22:55:34,205.0,,53.0,8.0,109.0,86.0,233.0,2023-07-04 18:38:08.820,1.5.5,35.0,26.0,1.0,26,False,,typed_ast,conda-forge/typed-ast,,,4102586.0,645.0,,https://pypi.org/project/typed_ast,2023-07-04 18:38:08.820,645.0,4000461.0,https://anaconda.org/conda-forge/typed-ast,2025-04-22 14:56:42.129,7046642.0,3.0,,,,,,,,,,,,,,,,
+173,xdoctest,Erotemic/xdoctest,testing,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of RegEx.,,https://github.com/Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2026-07-14 02:36:49.000,2026-07-14 01:15:46,1007.0,28.0,19.0,5.0,157.0,36.0,223.0,2026-03-27 18:51:40.000,1.3.2,76.0,14.0,25.0,26,True,,xdoctest,conda-forge/xdoctest,,349.0,918011.0,261.0,,https://pypi.org/project/xdoctest,2026-03-27 01:13:23.000,261.0,914062.0,https://anaconda.org/conda-forge/xdoctest,2026-03-27 03:08:44.328,280075.0,3.0,,,,,,,,,,,,,,,,conda-forge/xdoctest
+174,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2025-06-29 22:40:49.000,2025-06-29 22:34:16,438.0,,513.0,162.0,171.0,174.0,10347.0,2025-06-29 22:40:49.000,0.15.3.0,96.0,45.0,169.0,25,False,,gdbgui,,,20651.0,286.0,517.0,515.0,https://pypi.org/project/gdbgui,2025-06-29 22:39:12.000,2.0,,,,,3.0,,,,,,,,,,,,,,,,
+175,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2026-02-11 02:19:15.000,2025-06-14 08:50:16,355.0,,208.0,52.0,187.0,142.0,5001.0,2023-03-20 14:10:04.829,23.3.0,23.0,51.0,61.0,25,False,,monkeytype,conda-forge/monkeytype,,,310862.0,23.0,,https://pypi.org/project/monkeytype,2023-03-20 14:10:04.829,23.0,308695.0,https://anaconda.org/conda-forge/monkeytype,2025-04-22 14:56:45.647,160374.0,2.0,,,,,,,,,,,,,,,,
+176,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2026-07-10 10:48:18.000,2026-07-10 10:48:18,112.0,1.0,220.0,64.0,79.0,50.0,4722.0,2021-01-29 16:48:55.000,0.3.3,16.0,20.0,34.0,25,True,,better-exceptions,,,,624217.0,102.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,102.0,624217.0,,,,3.0,,,,,,,,,,,,,,,,
+177,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2026-04-20 09:55:00.937,2026-04-17 07:08:48,222.0,,44.0,8.0,41.0,25.0,1302.0,2026-04-17 07:09:53.000,0.2.13,22.0,9.0,14.0,25,True,,stackprinter,conda-forge/stackprinter,,,441404.0,506.0,452.0,https://pypi.org/project/stackprinter,2026-04-17 07:09:53.000,54.0,441112.0,https://anaconda.org/conda-forge/stackprinter,2026-04-20 09:55:00.937,20201.0,3.0,,,,,,,,,,,,,,,,
+178,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2023-11-09 15:34:22.000,2023-11-09 15:30:55,473.0,,65.0,21.0,88.0,52.0,537.0,2023-11-09 15:34:22.000,0.11.3,22.0,23.0,53.0,25,False,,mamba,,,,15397.0,1423.0,1394.0,https://pypi.org/project/mamba,2023-11-09 15:34:22.000,29.0,15397.0,,,,3.0,,,,,,,,,,,,,,,,
+179,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2025-11-12 13:42:28.000,2025-11-12 13:41:54,106.0,,77.0,8.0,76.0,41.0,488.0,2025-11-12 13:42:28.000,3.2.5,34.0,30.0,21.0,25,True,,pytest-docker,,['pytest'],293.0,1995755.0,2837.0,2683.0,https://pypi.org/project/pytest-docker,2025-11-12 13:42:18.000,154.0,1995752.0,,,,3.0,,,,,,,,,,,,,,,,
+180,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2026-07-16 08:31:24.000,2026-07-16 08:31:23,1063.0,34.0,24.0,3.0,649.0,84.0,413.0,2025-11-30 12:11:25.000,0.38.1,57.0,18.0,49.0,25,True,,nitpick,,['flake8'],16.0,11897.0,1397.0,1371.0,https://pypi.org/project/nitpick,2025-11-30 12:11:22.000,26.0,11897.0,,,,3.0,,,,,,,,,,,,,,,,
+181,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2025-04-22 14:57:50.454,2024-12-31 07:51:55,440.0,,13.0,2.0,332.0,32.0,315.0,2023-05-31 09:59:03.360,1.5.0,16.0,17.0,8.0,25,False,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],,739788.0,20526.0,20353.0,https://pypi.org/project/flake8-eradicate,2023-05-31 09:59:03.360,173.0,739317.0,https://anaconda.org/conda-forge/flake8-eradicate,2025-04-22 14:57:50.454,29687.0,3.0,,,,,,,,,,,,,,,,
+182,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2026-07-14 12:39:11.000,2026-07-14 12:39:09,340.0,3.0,73.0,8.0,149.0,98.0,281.0,2025-06-24 12:47:38.000,0.19.2,38.0,50.0,14.0,25,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],15.0,1627890.0,654.0,,https://pypi.org/project/flake8-import-order,2025-06-24 12:47:38.000,654.0,1615038.0,https://anaconda.org/conda-forge/flake8-import-order,2025-06-26 20:28:26.571,565452.0,3.0,,,,,,,,,,,,,,,,
+183,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2026-07-13 19:22:12.000,2026-03-16 19:32:58,197.0,,26.0,5.0,98.0,20.0,275.0,2025-07-30 13:52:14.000,1.8.0,17.0,16.0,5.0,25,True,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],99.0,1561031.0,2562.0,2289.0,https://pypi.org/project/pytest-datadir,2025-07-30 13:52:11.000,273.0,1549346.0,https://anaconda.org/conda-forge/pytest-datadir,2025-07-30 22:39:32.200,525700.0,3.0,,,,,,,,,,,,,,,,
+184,flake8-commas,PyCQA/flake8-commas,linters,Flake8 extension for enforcing trailing commas in python.,,https://github.com/PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2026-01-05 17:48:01.000,2026-01-05 17:47:43,223.0,,30.0,3.0,40.0,28.0,134.0,2024-05-16 20:07:44.000,4.0.0,22.0,15.0,3.0,25,True,,flake8-commas,,['flake8'],,323845.0,19361.0,19145.0,https://pypi.org/project/flake8-commas,2024-05-16 20:07:44.000,216.0,323845.0,,,,3.0,,,,,,,,,,,,,,,,
+185,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2025-10-27 19:47:11.685,2025-10-25 13:46:02,372.0,,25.0,3.0,81.0,49.0,118.0,2025-10-25 13:45:56.000,3.1.0,33.0,21.0,3.0,25,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],,1022974.0,12307.0,11721.0,https://pypi.org/project/flake8-builtins,2025-10-25 13:45:56.000,586.0,1008215.0,https://anaconda.org/conda-forge/flake8-builtins,2025-10-27 19:47:11.685,664163.0,3.0,,,,,,,,,,,,,,,,
+186,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000,2022-07-15 07:43:03,620.0,,153.0,67.0,32.0,57.0,3980.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,30.0,24,False,,vprof,,,,26619.0,157.0,146.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,11.0,26619.0,,,,3.0,,,,,,,,,,,,,,,,
+187,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2026-05-22 00:45:54.000,2026-05-22 00:45:54,220.0,1.0,111.0,26.0,138.0,83.0,1944.0,2024-11-01 19:48:43.000,1.0.8,65.0,45.0,65.0,24,True,,shiv,,,2906.0,306618.0,29.0,,https://pypi.org/project/shiv,2024-11-01 19:47:45.000,29.0,306584.0,,,,3.0,,,,,,,,,,,,,,,,
+188,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2026-07-06 15:07:31.000,2026-01-11 12:58:26,435.0,,43.0,20.0,21.0,31.0,1457.0,2024-10-06 20:31:02.000,0.6.0,16.0,22.0,26.0,24,True,,snoop,conda-forge/snoop,,,246712.0,41.0,,https://pypi.org/project/snoop,2024-10-06 20:31:02.000,41.0,246420.0,https://anaconda.org/conda-forge/snoop,2025-04-22 14:58:02.750,16690.0,3.0,,,,,,,,,,,,,,,,
+189,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,A plugin for customizing the navigation structure of your MkDocs site.,,https://github.com/lukasgeiter/mkdocs-awesome-nav,https://github.com/lukasgeiter/mkdocs-awesome-nav,MIT,2018-02-06 21:09:24.000,2026-04-10 15:47:59.000,2026-04-10 15:47:59,127.0,,42.0,8.0,27.0,97.0,623.0,2025-12-02 20:10:28.000,3.3.0,33.0,12.0,22.0,24,True,lukasgeiter/mkdocs-awesome-nav,mkdocs-awesome-pages-plugin,,['mkdocs'],,887091.0,872.0,656.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2024-12-22 21:13:46.000,216.0,887091.0,,,,3.0,,,,,,,,,,,,,,,,
+190,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2025-04-22 14:56:34.780,2022-01-27 10:32:34,98.0,,30.0,6.0,23.0,22.0,396.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,23.0,24,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],,573729.0,3758.0,3463.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,295.0,566475.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2025-04-22 14:56:34.780,805279.0,3.0,,,,,,,,,,,,,,,,
+191,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2024-05-25 03:08:01.000,2021-10-14 20:29:54,188.0,,80.0,13.0,52.0,50.0,393.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,92.0,24,False,,mkdocs-with-pdf,,['mkdocs'],,324728.0,932.0,924.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,8.0,324728.0,,,,3.0,,,,,,,,,,,,,,,,
+192,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000,2021-12-09 03:33:22,1505.0,,50.0,14.0,101.0,30.0,304.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,57.0,24,False,,baron,,,,389898.0,466.0,461.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,5.0,389898.0,,,,3.0,,,,,,,,,,,,,,,,
+193,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2025-05-10 18:39:17.052,2024-10-21 10:26:40,127.0,,22.0,5.0,19.0,35.0,281.0,2024-10-21 10:27:51.000,0.9.3,24.0,13.0,5.0,24,False,,xenon,conda-forge/xenon,,,1130170.0,1880.0,1833.0,https://pypi.org/project/xenon,2024-10-21 10:27:51.000,47.0,1127260.0,https://anaconda.org/conda-forge/xenon,2025-05-10 18:39:17.052,40744.0,3.0,,,,,,,,,,,,,,,,
+194,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2026-06-02 15:33:55.000,2026-06-02 15:28:01,510.0,6.0,21.0,4.0,197.0,119.0,248.0,2026-06-02 15:32:51.000,1.4.0,60.0,16.0,1.0,24,True,hakancelikdev/unimport,unimport,,,,54182.0,218.0,173.0,https://pypi.org/project/unimport,2026-06-02 15:33:55.000,45.0,54182.0,,,,3.0,,,,,,,,,,,,,,,,
+195,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2025-04-22 14:57:41.763,2021-02-16 17:29:00,446.0,,51.0,2.0,171.0,23.0,206.0,2021-02-16 16:47:31.000,0.2.23,26.0,43.0,33.0,24,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,,178226.0,2033.0,1939.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,94.0,177917.0,https://anaconda.org/conda-forge/data-science-types,2025-04-22 14:57:41.763,20729.0,3.0,,,,,,,,,,,,,,,,
+196,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2026-06-02 04:11:42.000,2026-06-02 04:11:40,213.0,1.0,12.0,1.0,77.0,27.0,167.0,2025-09-21 18:56:36.000,0.4.0,22.0,11.0,4.0,24,True,,flake8-black,conda-forge/flake8-black,['flake8'],,622159.0,9347.0,8805.0,https://pypi.org/project/flake8-black,2025-09-21 18:56:36.000,542.0,615463.0,https://anaconda.org/conda-forge/flake8-black,2025-09-22 00:17:36.193,495530.0,3.0,,,,,,,,,,,,,,,,
+197,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,DISCONTINUED: sphinx builder that outputs markdown files. The active version of this project is now being maintained..,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2026-03-11 10:56:56.000,2023-06-24 21:25:38,106.0,,60.0,1.0,27.0,39.0,161.0,2026-03-11 10:56:56.000,0.6.10,34.0,19.0,,24,False,,sphinx-markdown-builder,,['sphinx'],,474157.0,1763.0,1530.0,https://pypi.org/project/sphinx-markdown-builder,2026-03-11 10:56:56.000,233.0,474157.0,,,,3.0,,,,,,,,,,,,,,,,
+198,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2025-04-22 14:57:40.153,2021-11-24 14:32:14,130.0,,87.0,30.0,11.0,38.0,2875.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,14.0,23,False,,pretty_errors,conda-forge/pretty_errors,,,183874.0,110.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,110.0,183363.0,https://anaconda.org/conda-forge/pretty_errors,2025-04-22 14:57:40.153,34776.0,3.0,,,,,,,,,,,,,,,,
+199,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39,2145.0,,116.0,1.0,221.0,161.0,1788.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,107.0,23,False,,dephell,,,370.0,1030.0,871.0,848.0,https://pypi.org/project/dephell,2020-04-28 06:31:03.273,23.0,1026.0,,,,3.0,,,,,,,,,,,,,,,,
+200,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2026-07-06 01:32:52.000,2021-10-12 20:53:49,95.0,,61.0,23.0,70.0,33.0,1443.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,36.0,23,False,,pyannotate,,,,12425.0,189.0,155.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,34.0,12425.0,,,,3.0,,,,,,,,,,,,,,,,
+201,python-devtools,samuelcolvin/python-devtools,logging,Dev tools for python.,,https://github.com/samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000,2025-04-22 14:57:50.459,2025-01-24 19:11:42,134.0,,50.0,8.0,105.0,41.0,1080.0,2023-09-03 16:53:31.000,0.12.2,18.0,14.0,28.0,23,False,,python-devtools,conda-forge/python-devtools,,,16451.0,9157.0,9155.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,2.0,15541.0,https://anaconda.org/conda-forge/python-devtools,2025-04-22 14:57:50.459,57359.0,3.0,,,,,,,,,,,,,,,,
+202,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2025-01-05 12:10:01.000,2025-01-05 12:09:52,568.0,,124.0,32.0,93.0,147.0,991.0,2020-07-03 08:11:24.000,2.5.1,22.0,31.0,34.0,23,False,,pynsist,,,,7022.0,273.0,259.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,14.0,7022.0,,,,3.0,,,,,,,,,,,,,,,,
+203,python-hunter,ionelmc/python-hunter,debugging,Hunter is a flexible code tracing toolkit.,,https://github.com/ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2025-11-03 14:44:40.719,2025-08-22 21:11:31,1154.0,,51.0,12.0,23.0,56.0,873.0,2025-08-22 22:11:39.000,3.9.0,56.0,10.0,48.0,23,True,,hunter,conda-forge/hunter,,,1034672.0,17.0,,https://pypi.org/project/hunter,2025-08-22 22:11:39.000,17.0,1030783.0,https://anaconda.org/conda-forge/hunter,2025-11-03 14:44:40.719,233357.0,3.0,,,,,,,,,,,,,,,,
+204,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-09-19 11:00:56.000,2023-01-03 00:40:56,266.0,,72.0,14.0,43.0,33.0,868.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,32.0,23,False,,portray,,,,49763.0,891.0,869.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,22.0,49763.0,,,,3.0,,,,,,,,,,,,,,,,
+205,Fixit,Instagram/Fixit,linters,Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom..,,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,,2020-02-20 19:09:01.000,2026-07-01 10:52:49.000,2026-06-03 15:50:51,424.0,5.0,68.0,22.0,442.0,91.0,711.0,2025-11-12 22:19:10.000,2.2.1,13.0,52.0,44.0,23,False,,fixit,,,,334101.0,126.0,110.0,https://pypi.org/project/fixit,2025-11-12 22:19:10.000,16.0,334101.0,,,,3.0,,,,,,,,,,,,,,,,
+206,lazydocs,ml-tooling/lazydocs,documentation,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,,https://github.com/ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2026-07-14 04:21:47.000,2025-08-28 22:04:22,158.0,,43.0,7.0,66.0,43.0,249.0,2021-07-27 09:00:22.000,0.4.8,18.0,13.0,4.0,23,True,,lazydocs,,,,20913.0,486.0,421.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,65.0,20913.0,,,,3.0,,,,,,,,,,,,,,,,
+207,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/PyCQA/eradicate,https://github.com/PyCQA/eradicate,Saxpath,2012-12-23 04:39:48.000,2026-06-19 06:09:52.000,2026-06-19 06:09:44,195.0,1.0,26.0,2.0,37.0,18.0,218.0,2025-10-27 07:19:07.000,3.0.1,21.0,17.0,7.0,23,False,PyCQA/eradicate,eradicate,conda-forge/eradicate,,,921334.0,17032.0,17001.0,https://pypi.org/project/eradicate,2025-10-27 07:14:29.000,31.0,920964.0,https://anaconda.org/conda-forge/eradicate,2025-11-01 17:12:18.956,23347.0,3.0,,,,,,,,,,,,,,,,
+208,flake8-simplify,MartinThoma/flake8-simplify,linters,A flake8 plugin that helps you to simplify code.,,https://github.com/MartinThoma/flake8-simplify,https://github.com/MartinThoma/flake8-simplify,MIT,2020-09-19 16:59:41.000,2026-06-19 03:22:26.000,2026-01-01 13:35:46,153.0,,23.0,3.0,82.0,74.0,195.0,2026-01-01 13:32:20.000,0.30.0,40.0,16.0,55.0,23,True,,flake8-simplify,conda-forge/flake8-simplify,,,425079.0,137.0,,https://pypi.org/project/flake8-simplify,2026-01-01 13:32:20.000,137.0,423962.0,https://anaconda.org/conda-forge/flake8-simplify,2026-01-06 00:50:50.189,74840.0,3.0,,,,,,,,,,,,,,,,
+209,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2025-07-28 15:33:16.000,2023-12-01 19:07:59,597.0,,41.0,5.0,28.0,46.0,178.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,32.0,23,False,,releases,conda-forge/sphinx-releases,['sphinx'],,68276.0,797.0,756.0,https://pypi.org/project/releases,2023-04-28 19:14:01.551,41.0,67680.0,https://anaconda.org/conda-forge/sphinx-releases,2025-04-22 14:56:50.743,58496.0,3.0,,,,,,,,,,,,,,,,
+210,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2025-04-22 14:57:38.190,2025-03-09 17:32:30,258.0,,30.0,1.0,45.0,95.0,54.0,2025-03-09 17:32:47.000,0.16.5,30.0,23.0,6.0,23,False,,pytkdocs,conda-forge/pytkdocs,,,190692.0,1675.0,1653.0,https://pypi.org/project/pytkdocs,2025-03-09 17:32:40.000,22.0,187227.0,https://anaconda.org/conda-forge/pytkdocs,2025-04-22 14:57:38.190,239119.0,3.0,,,,,,,,,,,,,,,,
+211,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2026-04-29 05:24:23.000,2026-04-29 05:24:00,544.0,3.0,428.0,69.0,156.0,274.0,6735.0,2026-04-29 05:24:29.000,1.4.0,16.0,70.0,99.0,22,True,,,,,,,24.0,24.0,,,,,,,,3.0,,,,,,,,,,,,,,,,
+212,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2025-04-07 02:52:38.000,2025-04-07 02:52:38,355.0,,203.0,51.0,45.0,17.0,2872.0,,,13.0,25.0,43.0,22,False,,pyrasite,,,,10942.0,75.0,75.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,,10942.0,,,,3.0,,,,,,,,,,,,,,,,
+213,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000,2020-08-26 00:32:16,828.0,,184.0,68.0,171.0,128.0,1762.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,89.0,22,False,,sixpack,,,,589.0,14.0,14.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,,589.0,,,,3.0,,,,,,,,,,,,,,,,
+214,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2025-04-22 14:56:57.175,2023-01-20 18:08:14,186.0,,135.0,8.0,95.0,34.0,1611.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,48.0,22,False,,bowler,conda-forge/bowler,,,59177.0,19.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,19.0,58894.0,https://anaconda.org/conda-forge/bowler,2025-04-22 14:56:57.175,26078.0,3.0,,,,,,,,,,,,,,,,
+215,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2026-03-21 20:37:57.000,2026-03-21 20:37:56,380.0,,48.0,22.0,56.0,75.0,1338.0,2021-07-02 13:17:04.000,0.3.1,26.0,30.0,65.0,22,True,,pyflow,,,9625.0,526.0,45.0,44.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,1.0,411.0,,,,3.0,,,,,,,,,,,,,,,,
+216,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2023-06-12 20:15:00.000,2019-12-20 19:59:49,222.0,,146.0,14.0,67.0,28.0,873.0,2018-07-25 01:44:55.232,0.6.0,11.0,36.0,35.0,22,False,,pycco,,,,4549.0,352.0,346.0,https://pypi.org/project/pycco,2018-07-25 01:44:55.232,6.0,4549.0,,,,3.0,,,,,,,,,,,,,,,,
+217,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2026-01-28 17:36:23.000,2025-01-02 18:11:10,836.0,,87.0,19.0,142.0,79.0,598.0,2024-11-29 19:33:49.000,1.8.1,14.0,67.0,45.0,22,False,,pytest-virtualenv,conda-forge/pytest-shutil,,264.0,41067.0,73.0,,https://pypi.org/project/pytest-virtualenv,2024-11-29 19:33:49.000,73.0,38687.0,https://anaconda.org/conda-forge/pytest-shutil,2025-04-22 14:56:53.611,135013.0,3.0,,,,,,,,,,,,,,,,
+218,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2025-04-22 14:56:29.275,2023-04-16 21:21:14,535.0,,86.0,12.0,88.0,93.0,463.0,2017-12-31 01:13:41.000,1.3.4,28.0,46.0,46.0,22,False,,paver,conda-forge/paver,,,142857.0,13.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,13.0,141759.0,https://anaconda.org/conda-forge/paver,2025-04-22 14:56:29.275,127459.0,3.0,,,,,,,,,,,,,,,,
+219,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2026-07-15 12:45:07.000,2026-07-15 12:45:04,584.0,8.0,29.0,5.0,258.0,61.0,373.0,2025-10-10 17:59:24.000,4.0.0,43.0,11.0,,22,True,,add-trailing-comma,,,,81333.0,41.0,,https://pypi.org/project/add-trailing-comma,2025-10-10 17:59:24.000,41.0,81333.0,,,,3.0,,,,,,,,,,,,,,,,
+220,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2025-10-08 08:08:12.000,2025-10-08 08:08:12,73.0,,39.0,19.0,32.0,46.0,343.0,2021-10-05 01:33:27.000,0.5.10,24.0,12.0,44.0,22,True,,mkdocs-pdf-export-plugin,,['mkdocs'],,38680.0,1533.0,1527.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,38680.0,,,,3.0,,,,,,,,,,,,,,,,
+221,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2025-04-22 14:57:04.228,2023-08-11 15:07:51,233.0,,19.0,4.0,84.0,41.0,170.0,2023-08-11 15:10:29.000,2023.8.2,10.0,14.0,13.0,22,False,,pandas-vet,conda-forge/pandas-vet,['flake8'],160.0,78141.0,522.0,485.0,https://pypi.org/project/pandas-vet,2023-08-11 15:09:04.000,37.0,77623.0,https://anaconda.org/conda-forge/pandas-vet,2025-04-22 14:57:04.228,27442.0,3.0,,,,,,,,,,,,,,,,
+222,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2019-11-17 15:47:15.000,2025-04-22 14:56:43.876,2019-10-30 17:50:10,279.0,,75.0,,,,520.0,,,13.0,11.0,,21,False,,assertpy,conda-forge/assertpy,,,841387.0,99.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,99.0,840681.0,https://anaconda.org/conda-forge/assertpy,2025-04-22 14:56:43.876,50895.0,3.0,,,,,,,,,,,,,,,,
+223,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/prospector-dev/dodgy,https://github.com/prospector-dev/dodgy,MIT,2013-12-25 12:22:20.000,2025-04-22 14:56:26.263,2021-03-21 11:36:52,70.0,,20.0,4.0,14.0,3.0,130.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,9.0,21,False,prospector-dev/dodgy,dodgy,conda-forge/dodgy,,,698933.0,3240.0,3189.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,51.0,697194.0,https://anaconda.org/conda-forge/dodgy,2025-04-22 14:56:26.263,207021.0,3.0,,,,,,,,,,,,,,,,
+224,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2023-09-13 06:38:29.000,2022-08-29 13:45:55,70.0,,24.0,4.0,19.0,17.0,116.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,12.0,21,False,,flake8-bandit,,['flake8'],,506567.0,210.0,,https://pypi.org/project/flake8-bandit,2022-08-29 14:28:51.025,210.0,506567.0,,,,3.0,,,,,,,,,,,,,,,,
+225,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000,2022-03-08 14:42:57,26.0,,9.0,4.0,9.0,9.0,61.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,6.0,21,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],,1044335.0,3072.0,3031.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,41.0,1044335.0,,,,3.0,,,,,,,,,,,,,,,,
+226,xxh,xxh/xxh,shell,"Bring your favorite shell wherever you go through the ssh. Xonsh shell, fish, zsh, osquery and so on.",,https://github.com/xxh/xxh,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2026-06-02 04:36:08.000,2026-06-02 04:36:08,809.0,2.0,123.0,38.0,69.0,71.0,6049.0,2026-04-06 23:11:26.000,0.8.16,92.0,29.0,30.0,20,True,,xxh-xxh,,,5354.0,954.0,,,https://pypi.org/project/xxh-xxh,2024-04-06 23:52:28.000,,885.0,,,,3.0,-2.0,,,,,,,,,,,,,,,
+227,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133,2020-08-24 01:31:58,433.0,,112.0,,25.0,20.0,2951.0,2017-06-28 06:10:16.000,0.1.3,5.0,18.0,17.0,20,False,,profiling,,,,1306.0,82.0,80.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,2.0,1306.0,,,,3.0,,,,,,,,,,,,,,,,
+228,pyt,python-security/pyt,security,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,,https://github.com/python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06,1576.0,,244.0,65.0,116.0,79.0,2203.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,27.0,20,False,,python-taint,,,153.0,2057.0,2.0,,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,2.0,2056.0,,,,3.0,,,,,,,,,,,,,,,,
+229,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2026-01-11 12:25:17.000,2025-09-06 15:13:50,418.0,,73.0,39.0,51.0,37.0,1719.0,2025-09-06 15:27:49.000,0.10.0,42.0,10.0,21.0,20,True,,birdseye,,,,1189.0,9.0,,https://pypi.org/project/birdseye,2025-09-06 15:27:49.000,9.0,1189.0,,,,3.0,,,,,,,,,,,,,,,,
+230,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2025-04-22 14:57:57.761,2024-07-04 13:45:03,514.0,,25.0,7.0,46.0,17.0,402.0,2024-07-04 16:25:34.000,1.8.1,24.0,11.0,9.0,20,False,,manhole,conda-forge/manhole,,,1070831.0,6.0,,https://pypi.org/project/manhole,2024-07-04 16:25:34.000,6.0,1069655.0,https://anaconda.org/conda-forge/manhole,2025-04-22 14:57:57.761,70590.0,3.0,,,,,,,,,,,,,,,,
+231,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2026-04-10 06:13:04.000,2026-04-10 06:13:04,302.0,,28.0,3.0,34.0,101.0,184.0,2025-08-03 14:14:31.000,2.8,50.0,17.0,14.0,20,True,,mkdocs-print-site-plugin,,['mkdocs'],,192442.0,22.0,,https://pypi.org/project/mkdocs-print-site-plugin,2025-08-03 14:15:06.000,22.0,192442.0,,,,3.0,,,,,,,,,,,,,,,,
+232,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2026-01-07 12:21:46.000,2026-01-07 12:21:46,246.0,,17.0,2.0,16.0,24.0,179.0,2024-10-31 12:39:01.000,0.16.0,19.0,16.0,23.0,20,True,,dlint,conda-forge/dlint,,,93253.0,107.0,,https://pypi.org/project/dlint,2024-10-31 12:39:01.000,107.0,92998.0,https://anaconda.org/conda-forge/dlint,2025-04-22 14:58:04.693,14295.0,3.0,,,,,,,,,,,,,,,,
+233,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2025-04-22 14:57:56.114,2021-11-13 14:58:04,27.0,,122.0,28.0,4.0,6.0,1841.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,5.0,19,False,,heartrate,conda-forge/heartrate,,,338.0,76.0,73.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,3.0,218.0,https://anaconda.org/conda-forge/heartrate,2025-04-22 14:57:56.114,7346.0,3.0,,,,,,,,,,,,,,,,
+234,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2025-06-02 23:03:18.000,2025-06-02 23:03:15,48.0,,13.0,4.0,35.0,23.0,157.0,2021-08-21 09:01:26.000,0.3.0,3.0,8.0,10.0,19,False,,com2ann,,,,24226.0,103.0,101.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,2.0,24226.0,,,,3.0,,,,,,,,,,,,,,,,
+235,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2025-04-22 14:57:56.214,2019-08-07 13:44:00,69.0,,19.0,3.0,13.0,3.0,98.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,12.0,19,False,,unify,conda-forge/unify,,,43990.0,1530.0,1459.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,71.0,43928.0,https://anaconda.org/conda-forge/unify,2025-04-22 14:57:56.214,3798.0,3.0,,,,,,,,,,,,,,,,
+236,reloadium,reloadware/reloadium,debugging,Hot Reloading and Profiling for Python.,,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2024-05-24 16:13:26.000,2024-05-24 16:13:26,57.0,,63.0,22.0,34.0,120.0,2999.0,2024-05-22 15:28:18.000,1.5.1,50.0,3.0,35.0,18,False,,reloadium,,,,1312.0,,,https://pypi.org/project/reloadium,2024-05-22 15:28:18.000,,1312.0,,,,3.0,,,,,,,,,,,,,,,,
+237,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2021-12-15 15:44:45.608,2019-11-25 09:19:00,242.0,,121.0,66.0,29.0,15.0,2350.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,7.0,18,False,,fake2db,,,,281.0,33.0,33.0,https://pypi.org/project/fake2db,2021-12-15 15:44:45.608,,281.0,,,,3.0,,,,,,,,,,,,,,,,
+238,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2023-12-28 22:35:49.000,2023-12-28 22:31:34,105.0,,56.0,8.0,24.0,25.0,1577.0,2020-12-02 20:41:20.000,20.12.2,3.0,44.0,8.0,18,False,,xar,,,,2879.0,,,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,2879.0,,,,3.0,,,,,,,,,,,,,,,,
+239,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000,2019-05-10 19:18:48,200.0,,25.0,12.0,25.0,40.0,370.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,4.0,18,False,,vex,,,,384.0,37.0,34.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,3.0,384.0,,,,3.0,,,,,,,,,,,,,,,,
+240,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40,368.0,,46.0,1.0,68.0,,229.0,2021-01-11 18:41:10.489,0.9.0,28.0,16.0,4.0,18,False,,flakehell,,['flake8'],122.0,12955.0,18.0,,https://pypi.org/project/flakehell,2021-01-11 18:41:10.489,18.0,12954.0,,,,3.0,,,,,,,,,,,,,,,,
+241,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,,2016-01-25 01:59:13.000,2026-04-13 23:38:47.000,2026-04-13 23:38:46,1039.0,,20.0,5.0,34.0,80.0,142.0,2025-05-30 00:58:19.000,16.1.0,72.0,25.0,11.0,18,False,,pip-run,,,,15885.0,98.0,88.0,https://pypi.org/project/pip-run,2025-05-30 00:58:13.000,10.0,15885.0,,,,3.0,,,,,,,,,,,,,,,,
+242,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00,50.0,,17.0,1.0,13.0,3.0,102.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,23.0,18,False,,flake8-mypy,,['flake8'],,50905.0,1830.0,1775.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,55.0,50905.0,,,,3.0,,,,,,,,,,,,,,,,
+243,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2024-10-01 16:15:26.000,2024-10-01 16:13:03,569.0,,24.0,,211.0,34.0,102.0,2024-10-01 16:15:26.000,1.6.1,44.0,18.0,15.0,18,False,,autoimport,,,,36490.0,14.0,,https://pypi.org/project/autoimport,2024-10-01 16:15:26.000,14.0,36490.0,,,,3.0,,,,,,,,,,,,,,,,
+244,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2024-01-01 00:20:53.000,2024-01-01 00:18:13,201.0,,10.0,5.0,8.0,3.0,94.0,2014-09-07 13:57:37.000,0.5.7,24.0,3.0,7.0,18,False,,pyformat,,,,6433.0,1922.0,1914.0,https://pypi.org/project/pyformat,2024-01-01 00:20:50.000,8.0,6433.0,,,,3.0,,,,,,,,,,,,,,,,
+245,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2025-04-22 14:56:27.130,2022-07-19 20:45:38,40.0,,9.0,2.0,8.0,6.0,64.0,,,5.0,9.0,9.0,18,False,,pylint-flask,conda-forge/pylint-flask,['pylint'],,212496.0,8297.0,8291.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,6.0,209102.0,https://anaconda.org/conda-forge/pylint-flask,2025-04-22 14:56:27.130,403918.0,3.0,,,,,,,,,,,,,,,,
+246,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2023-07-04 11:25:43.000,2021-09-18 20:16:24,55.0,,48.0,9.0,8.0,9.0,843.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,7.0,17,False,,py-heat,,,,1054.0,86.0,80.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,6.0,1054.0,,,,3.0,,,,,,,,,,,,,,,,
+247,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44,80.0,,13.0,4.0,18.0,13.0,378.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,7.0,17,False,,tbvaccine,,,,8491.0,17.0,17.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,8491.0,,,,3.0,,,,,,,,,,,,,,,,
+248,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000,2017-02-13 18:07:04,26.0,,22.0,4.0,7.0,2.0,362.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,21.0,17,False,,pycycle,,,,22949.0,116.0,113.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,3.0,22949.0,,,,3.0,,,,,,,,,,,,,,,,
+249,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2023-06-17 04:37:59.000,2023-06-17 04:37:59,400.0,,36.0,3.0,68.0,26.0,222.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,20.0,17,False,,imhotep,,,,59.0,19.0,15.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,4.0,59.0,,,,3.0,,,,,,,,,,,,,,,,
+250,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2025-07-16 13:54:30.000,2019-10-04 19:05:46,128.0,,19.0,10.0,10.0,13.0,155.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,11.0,17,False,,pynt,,,,7302.0,131.0,130.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,1.0,7302.0,,,,3.0,,,,,,,,,,,,,,,,
+251,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2025-09-21 21:50:29.000,2025-09-21 21:50:08,205.0,,14.0,3.0,19.0,7.0,116.0,2025-09-21 21:30:16.000,0.71.0,17.0,9.0,1.0,17,True,,massedit,,,33.0,1784.0,57.0,54.0,https://pypi.org/project/massedit,2025-09-21 21:30:16.000,3.0,1784.0,,,,3.0,4.0,,,,,,,,,,,,,,,
+252,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28,382.0,,4.0,7.0,63.0,25.0,73.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,5.0,17,False,,pytest-play,,['pytest'],,1502.0,10.0,,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,1502.0,,,,3.0,,,,,,,,,,,,,,,,
+253,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2025-09-05 19:23:22.000,2025-09-05 19:23:22,154.0,,455.0,73.0,64.0,81.0,4126.0,,,,43.0,10.0,16,True,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+254,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2024-04-27 01:41:37.000,2023-01-03 15:31:24,422.0,,185.0,41.0,157.0,174.0,1631.0,,,,61.0,40.0,16,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+255,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2023-07-27 15:15:12.000,2023-07-27 15:12:07,35.0,,14.0,4.0,23.0,6.0,279.0,2023-07-27 15:15:12.000,0.3.2,12.0,7.0,11.0,16,False,,bellybutton,,,,1014.0,51.0,50.0,https://pypi.org/project/bellybutton,2023-07-27 15:15:12.000,1.0,1014.0,,,,3.0,,,,,,,,,,,,,,,,
+256,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2025-04-22 14:58:04.676,2024-12-09 15:09:45,88.0,,7.0,10.0,3.0,13.0,276.0,2024-12-09 15:14:21.000,1.2.0,11.0,3.0,8.0,16,False,,cohesion,conda-forge/cohesion,,,29050.0,13.0,,https://pypi.org/project/cohesion,2024-12-09 15:14:21.000,13.0,28929.0,https://anaconda.org/conda-forge/cohesion,2025-04-22 14:58:04.676,6799.0,3.0,,,,,,,,,,,,,,,,
+257,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000,2021-08-01 15:51:53,133.0,,5.0,1.0,39.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,7.0,16,False,,mkdocs-versioning,,['mkdocs'],,2741.0,179.0,179.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,2741.0,,,,3.0,,,,,,,,,,,,,,,,
+258,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38,154.0,,12.0,3.0,7.0,12.0,118.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,7.0,15,False,,pep8ify,,,,47.0,66.0,66.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,,47.0,,,,3.0,,,,,,,,,,,,,,,,
+259,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-10-17 23:50:57.000,2023-01-30 07:50:18,198.0,,5.0,2.0,142.0,11.0,15.0,2023-01-30 07:57:23.000,3.2.0,29.0,4.0,1.0,15,False,,yala,,"['flake8', 'pylint']",,2344.0,68.0,58.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,10.0,2344.0,,,,3.0,,,,,,,,,,,,,,,,
+260,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2025-04-22 14:56:45.636,2022-08-14 07:12:06,109.0,,19.0,4.0,28.0,15.0,146.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,1.0,14,False,,retype,conda-forge/retype,,,2961.0,4.0,,https://pypi.org/project/retype,2022-08-14 07:10:00.969,4.0,2043.0,https://anaconda.org/conda-forge/retype,2025-04-22 14:56:45.636,63410.0,3.0,,,,,,,,,,,,,,,,
+261,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000,2022-09-15 18:19:20,395.0,,8.0,4.0,34.0,3.0,27.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,1.0,14,True,,universal-build,,,26.0,358.0,7.0,,https://pypi.org/project/universal-build,2021-11-16 23:08:45.000,7.0,358.0,,,,3.0,,,,,,,,,,,,,,,,
+262,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2024-09-30 19:10:21.000,2024-07-03 11:22:04,194.0,,3.0,1.0,281.0,3.0,177.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,2.0,13,False,,freshenv,raiyanyahya/freshenv,,,224.0,2.0,2.0,https://pypi.org/project/freshenv,2022-11-06 21:28:09.190,,224.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,
+263,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2023-10-01 17:28:23.000,2019-06-27 03:42:48,285.0,,23.0,4.0,23.0,10.0,133.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,7.0,13,False,,pipenv-pipes,,,,60.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,60.0,,,,3.0,,,,,,,,,,,,,,,,
+264,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000,2017-11-14 21:27:52,20.0,,169.0,73.0,4.0,15.0,2566.0,,,,3.0,11.0,12,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+265,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000,2022-12-19 19:23:19,95.0,,71.0,1.0,75.0,30.0,570.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,44.0,12,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,
+266,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-06-23 23:37:25.000,2022-12-13 04:09:02,54.0,,27.0,16.0,61.0,1.0,185.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,9.0,12,False,,linty-fresh,,"['flake8', 'mypy']",,47.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,47.0,,,,3.0,,,,,,,,,,,,,,,,
+267,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2026-04-06 18:26:38.000,2026-04-06 18:26:35,410.0,,3.0,2.0,33.0,2.0,45.0,2026-04-01 07:12:50.000,0.6.1,32.0,2.0,4.0,12,False,,pyship,,,,88.0,13.0,13.0,https://pypi.org/project/pyship,2026-04-01 07:12:50.000,,88.0,,,,3.0,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index ddb9f40..3f7baee 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,19 +2,19 @@
_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._
-- virtualenv (π₯46 Β· β 5K Β· π) - Virtual Python Environment builder. MIT
-- setuptools (π₯46 Β· β 2.8K Β· π) - Official project repository for the Setuptools build system. MIT
-- bandit (π₯40 Β· β 8.2K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
-- pytest-bdd (π₯35 Β· β 1.5K Β· π) - BDD library for the pytest runner. MIT MIT MIT
+- safety (π₯35 Β· β 2K Β· π) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
+- radon (π₯30 Β· β 2K Β· π) - Various code metrics for Python code. MIT
+- pytest-randomly (π₯29 Β· β 710 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
+- massedit (π₯17 Β· β 120 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
## π 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._
-- wheel (π₯35 Β· β 560 Β· π) - The official binary distribution format for Python. MIT
-- safety (π₯32 Β· β 2K Β· π) - Safety checks Python dependencies for known security vulnerabilities and.. MIT
-- radon (π₯26 Β· β 2K Β· π) - Various code metrics for Python code. MIT
-- pytest-randomly (π₯25 Β· β 710 Β· π) - Pytest plugin to randomly order tests and control random.seed. MIT
-- massedit (π₯13 Β· β 120 Β· π€) - Programmatically edit text files with Python. Useful for source to.. MIT
+- psutil (π₯45 Β· β 11K Β· π) - Cross-platform lib for process and system monitoring in Python. BSD-3
+- rich (π₯44 Β· β 57K Β· π) - Rich is a Python library for rich text and beautiful formatting in the.. MIT
+- bandit (π₯39 Β· β 8.2K Β· π) - Bandit is a tool designed to find common security issues in.. Apache-2
+- memray (π₯35 Β· β 15K Β· π) - Memray is a memory profiler for Python. Apache-2
+- xxh (π₯20 Β· β 6K Β· π) - Bring your favorite shell wherever you go through the ssh. Xonsh shell,.. BSD-2