| Manager | Name | Credit |
|---|---|---|
| pypi | numpy | 0.266 |
| pypi | pulp | 0.114 |
| pypi | pytest | 0.045 |
| pypi | pytest-cov | 0.023 |
| pypi | pyproj | 0.022 |
| pypi | pytest-xdist | 0.022 |
| pypi | hypothesis | 0.022 |
| pypi | pytz | 0.022 |
| pypi | python-dateutil | 0.022 |
| pypi | pyparsing | 0.022 |
| pypi | pandas | 0.019 |
| pypi | scipy | 0.019 |
| pypi | matplotlib | 0.018 |
| pypi | sphinx | 0.018 |
| pypi | numpydoc | 0.018 |
| pypi | black | 0.018 |
| pypi | sphinx-gallery | 0.014 |
| pypi | seaborn | 0.013 |
| pypi | pre-commit | 0.013 |
| pypi | mypy | 0.01 |
| requirements.txt | github/pysal/spopt | 0.01 |
| pypi | codecov | 0.009 |
| pypi | geopandas | 0.009 |
| pypi | sphinx-bootstrap-theme | 0.007 |
| pypi | sphinxcontrib-bibtex | 0.007 |
| pypi | nbsphinx | 0.007 |
| pypi | pydot | 0.005 |
| pypi | pygraphviz | 0.005 |
| pypi | lxml | 0.005 |
| pypi | texext | 0.005 |
| pypi | nb2plots | 0.005 |
| pypi | pillow | 0.005 |
| pypi | pydata-sphinx-theme | 0.005 |
| pypi | pyupgrade | 0.005 |
| pypi | pyamg | 0.005 |
| pypi | flake8 | 0.005 |
| pypi | sphinxext-opengraph | 0.005 |
| pypi | sphinx-prompt | 0.005 |
| pypi | Pillow | 0.005 |
| pypi | scikit-image | 0.005 |
| pypi | memory-profiler | 0.005 |
| pypi | threadpoolctl | 0.005 |
| pypi | joblib | 0.005 |
| pypi | libpysal | 0.005 |
| pypi | networkx | 0.005 |
| pypi | scikit-learn | 0.005 |
| pypi | wheel | 0.004 |
| pypi | twine | 0.004 |
| pypi | matplotlib-scalebar | 0.004 |
| pypi | ortools | 0.004 |
| pypi | mip | 0.004 |
| pypi | watermark | 0.004 |
| pypi | splot | 0.004 |
| pypi | rtree | 0.004 |
| pypi | esda | 0.004 |
| pypi | packaging | 0.004 |
| pypi | xarray | 0.003 |
| pypi | statsmodels | 0.003 |
| pypi | sqlalchemy | 0.003 |
| pypi | numexpr | 0.003 |
| pypi | numba | 0.003 |
| pypi | mplleaflet | 0.003 |
| pypi | geojson | 0.003 |
| pypi | folium | 0.003 |
| pypi | bokeh | 0.003 |
| pypi | pandoc | 0.003 |
| pypi | requests | 0.003 |
| pypi | jinja2 | 0.003 |
| pypi | beautifulsoup4 | 0.003 |
| pypi | appdirs | 0.003 |
| pypi | six | 0.003 |
| pypi | click | 0.003 |
| pypi | shapely | 0.002 |
| pypi | mock | 0.001 |
| pypi | boto3 | 0.001 |
| pypi | ordereddict | 0.001 |
| pypi | argparse | 0.001 |
| pypi | setuptools | 0.001 |
| pypi | munch | 0.001 |
| pypi | click-plugins | 0.001 |
| pypi | cligj | 0.001 |
| pypi | certifi | 0.001 |
| pypi | attrs | 0.001 |
| pypi | spaghetti | 0.001 |
Note that credit values are rounded and expanded (so shared dependencies are represented as one record) and may not add to 1.0. Rounded values that hit zero are removed.