JOSS: https://github.com/gboeing/osmnx/

geography geospatial gis mapping networks networkx openstreetmap osm osmnx overpass-api python routing spatial spatial-analysis spatial-data street-networks transport transportation urban urban-planning

Score: 13.144946449404587

Last synced: about 2 hours ago
JSON representation

Repository metadata:

Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

Host: GitHub
URL: https://github.com/gboeing/osmnx/
Owner: gboeing
License: mit
Created: 2016-07-24T02:57:47.000Z (almost 10 years ago)
Default Branch: main
Last Pushed: 2026-03-11T00:28:19.000Z (3 months ago)
Last Synced: 2026-03-20T05:38:50.766Z (3 months ago)
Topics: geography, geospatial, gis, mapping, networks, networkx, openstreetmap, osm, osmnx, overpass-api, python, routing, spatial, spatial-analysis, spatial-data, street-networks, transport, transportation, urban, urban-planning
Language: Python
Homepage: https://osmnx.readthedocs.io
Size: 7.88 MB
Stars: 5,611
Watchers: 109
Forks: 861
Open Issues: 9
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Citation: CITATION.cff

Owner metadata:

Name: Geoff Boeing
Login: gboeing
Email:
Kind: user
Description: Urban planning professor at USC: urban analytics, street networks, rental markets, data science.
Website: https://geoffboeing.com/
Location: Los Angeles, California
Twitter: gboeing
Company: University of Southern California
Icon url: https://avatars.githubusercontent.com/u/4977197?u=53b802c4f37bf6e11a731113429ea9c756570217&v=4
Repositories: 60
Last Synced at: 2023-04-09T13:53:23.099Z
Profile URL: https://github.com/gboeing

GitHub Events

Total

Create event: 71
Delete event: 64
Fork event: 36
Issue comment event: 197
Issues event: 65
Pull request event: 143
Pull request review comment event: 12
Pull request review event: 8
Push event: 260
Watch event: 452
Total: 1308

Last Year

Create event: 28
Delete event: 24
Fork event: 18
Issue comment event: 74
Issues event: 31
Pull request event: 60
Pull request review comment event: 2
Pull request review event: 1
Push event: 133
Watch event: 241
Total: 612

Committers metadata

Last synced: 3 months ago

Total Commits: 3,778
Total Committers: 91
Avg Commits per committer: 41.516
Development Distribution Score (DDS): 0.146

Commits in past year: 258
Committers in past year: 6
Avg Commits per committer in past year: 43.0
Development Distribution Score (DDS) in past year: 0.043

Name	Email	Commits
Geoff Boeing	b**g@u**u	3225
Nick Bristow	w**l@n**k	120
Max Gardner	g**x@g**m	50
Henrikki Tenkanen	h**n@h**i	36
Michal Migurski	m**e@r**m	34
pablo	p**o@g**m	26
Ewout ter Hoeven	E**n@s**l	21
davidmurray	d**6@h**m	17
cheginit	c**t@g**m	16
Daniel Himmelstein	d**n@g**m	13
Miroslav Šedivý	6****o	13
Samuel Letellier-Duchesne	s**e@m**m	13
d-wasserman	d**n@g**m	10
Kuan Butts	k**s@g**m	7
PedrosWits	p**a@g**m	7
dependabot[bot]	4****]	7
guibar	g**u@g**m	7
groundrace	g**e@m**m	6
Neil Cotie	n**e@u**u	6
Jonas Klasen	j**n@m**o	6
nikita	n****5	5
Nick ODell	n**l@g**m	5
Martin Fleischmann	m**n@m**t	5
Ben Fischer	b**r@o**m	5
Charlie Matlack	c**k@g**m	5
Veith Roethlingshoefer	v**h@u**i	4
McToel	t**n@g**e	4
Sebastiano Milardo	s**o@h**t	4
pmlpm1986	9****6	4
Shaik Nadeem	n**1@u**y	3
and 61 more...

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 174
Total pull requests: 451
Average time to close issues: 27 days
Average time to close pull requests: 3 days
Total issue authors: 138
Total pull request authors: 42
Average comments per issue: 3.53
Average comments per pull request: 1.36
Merged pull request: 386
Bot issues: 0
Bot pull requests: 11

Past year issues: 17
Past year pull requests: 72
Past year average time to close issues: 8 days
Past year average time to close pull requests: 4 days
Past year issue authors: 17
Past year pull request authors: 7
Past year average comments per issue: 1.88
Past year average comments per pull request: 0.93
Past year merged pull request: 48
Past year bot issues: 0
Past year bot pull requests: 3

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/gboeing/osmnx/

Top Issue Authors

EwoutH (11)
gboeing (11)
playgithub (3)
pmlpm1986 (3)
winnewoerp (3)
cheginit (2)
timverlaan (2)
kkdd (2)
matkoniecz (2)
MihirT-10 (2)
nickodell (2)
VasuPadsumbia (2)
Prajwalita (2)
Dr-AlaaKhamis (2)
Vuizur (2)

Top Pull Request Authors

gboeing (363)
dependabot[bot] (11)
EwoutH (9)
djs113 (6)
dhimmel (6)
cheginit (4)
davidmurray (3)
nikita03565 (3)
martinfleis (2)
aburgr (2)
mitanshu7 (2)
garvit-joshi (2)
winnewoerp (2)
Prajwalita (2)
Georgepop (2)

Top Issue Labels

bug (69)
enhancement (31)
notabug (22)
installation (6)
question (3)
documentation (3)
help wanted (1)

Top Pull Request Labels

dependencies (11)
enhancement (5)
github_actions (3)

Dependencies

environments/docker/Dockerfile docker

jupyter/base-notebook latest build

docs/requirements.txt pypi

docutils <0.18

environments/docker/requirements.txt pypi

beautifulsoup4 *
black *
bokeh *
bottleneck *
cartopy *
contextily *
coverage *
cython *
dill *
flake8 *
flake8-bugbear *
folium *
gdal *
isort *
jupyterlab *
mapclassify *
nbdime *
nbqa *
nodejs *
numexpr *
osmnx *
pandana *
pillow *
pip *
pre-commit *
psycopg2 *
pydocstyle *
pyproj *
pysal *
pytest *
python ==3.10.
python-igraph *
rasterio *
scikit-learn *
scipy *
seaborn *
sphinx *
statsmodels *
urbanaccess *

.github/workflows/ci.yml actions

actions/checkout v3 composite
codecov/codecov-action v3 composite
mamba-org/setup-micromamba v1 composite

.github/workflows/test-minimal.yml actions

actions/checkout v3 composite
mamba-org/setup-micromamba v1 composite

pyproject.toml pypi

geopandas >=0.12
networkx >=2.5
numpy >=1.20
pandas >=1.1
requests >=2.27
shapely >=2.0

.github/workflows/test-build.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite

environments/docker/environment.yml conda

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_openmp_mutex 4.5
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anyio 4.0.0
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argon2-cffi 23.1.0
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arpack 3.8.0
arrow 1.3.0
asttokens 2.4.0
async-lru 2.0.4
async_generator 1.10
attrs 23.1.0
autopep8 2.0.4
babel 2.13.0
backcall 0.2.0
backports 1.0
backports.functools_lru_cache 1.6.5
beautifulsoup4 4.12.2
bleach 6.1.0
blinker 1.6.3
blosc 1.21.5
bokeh 3.3.4
boltons 23.0.0
boolean.py 4.0
bottleneck 1.3.7
branca 0.7.1
brotli 1.1.0
brotli-bin 1.1.0
brotli-python 1.1.0
bzip2 1.0.8
c-ares 1.26.0
ca-certificates 2023.11.17
cached-property 1.5.2
cached_property 1.5.2
cairo 1.18.0
cartopy 0.22.0
certifi 2023.11.17
certipy 0.1.3
cffi 1.16.0
cfgv 3.3.1
cfitsio 4.3.0
chardet 5.2.0
charset-normalizer 3.3.0
cirun 0.30
click 8.1.7
click-plugins 1.1.1
cligj 0.7.2
cmarkgfm 0.8.0
coin-or-cbc 2.10.10
coin-or-cgl 0.60.7
coin-or-clp 1.17.8
coin-or-osi 0.108.8
coin-or-utils 2.11.9
coincbc 2.10.10
colorama 0.4.6
comm 0.1.4
conda 23.11.0
conda-build 3.28.4
conda-forge-pinning 2024.02.01.14.05.18
conda-index 0.3.0
conda-libmamba-solver 24.1.0
conda-package-handling 2.2.0
conda-package-streaming 0.9.0
conda-smithy 3.30.4
configurable-http-proxy 4.5.6
contextily 1.5.0
contourpy 1.2.0
coverage 7.4.1
cryptography 41.0.4
curl 8.5.0
cycler 0.12.1
cython 3.0.8
dbus 1.13.6
debugpy 1.8.0
decorator 5.1.1
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docutils 0.20.1
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esda 2.5.1
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fonttools 4.47.2
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freetype 2.12.1
freexl 2.0.0
furo 2024.1.29
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icu 73.2
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idna 3.4
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importlib_metadata 6.8.0
importlib_resources 6.1.0
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iniconfig 2.0.0
ipykernel 6.25.2
ipython 8.16.1
ipython_genutils 0.2.0
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kealib 1.5.3
keyring 24.3.0
keyutils 1.6.1
kiwisolver 1.4.5
krb5 1.21.2
lcms2 2.16
ld_impl_linux-64 2.40
lerc 4.0.0
libabseil 20230802.1
libaec 1.1.2
libarchive 3.7.2
libblas 3.9.0
libboost-headers 1.84.0
libbrotlicommon 1.1.0
libbrotlidec 1.1.0
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libcblas 3.9.0
libcrc32c 1.1.2
libcurl 8.5.0
libdeflate 1.19
libedit 3.1.20191231
libev 4.33
libexpat 2.5.0
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libgcc-ng 13.2.0
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liblapack 3.9.0
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libmamba 1.5.6
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license-expression 30.1.1
llvmlite 0.41.1
lz4-c 1.9.4
lzo 2.10
mako 1.2.4
mamba 1.5.6
mapclassify 2.6.1
markdown-it-py 3.0.0
markupsafe 2.1.3
matplotlib-base 3.8.2
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mdurl 0.1.2
menuinst 2.0.2
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packaging 23.2
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perl 5.32.1
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pip 23.3
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pkginfo 1.9.6
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platformdirs 3.11.0
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postgresql 16.1
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proj 9.3.0
prometheus_client 0.17.1
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psutil 5.9.5
psycopg2 2.9.9
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ptyprocess 0.7.0
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pure_eval 0.2.2
py-lief 0.12.3
pybind11-abi 4
pycodestyle 2.11.1
pycosat 0.6.6
pycparser 2.21
pycryptodome 3.20.0
pycurl 7.45.1
pygithub 2.2.0
pygments 2.16.1
pyjwt 2.8.0
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pyopenssl 23.2.0
pyparsing 3.1.1
pyproj 3.6.1
pysal 23.7
pyshp 2.3.1
pysocks 1.7.1
pytest 8.0.0
pytest-cov 4.1.0
python 3.11.6
python-dateutil 2.8.2
python-fastjsonschema 2.18.1
python-igraph 0.11.3
python-json-logger 2.0.7
python-libarchive-c 5.0
python-tzdata 2023.4
python_abi 3.11
pytz 2023.3.post1
pyyaml 6.0.1
pyzmq 25.1.1
quantecon 0.5.3
rasterio 1.3.9
rasterstats 0.19.0
re2 2023.06.02
readline 8.2
readme_renderer 42.0
referencing 0.30.2
reproc 14.2.4.post0
reproc-cpp 14.2.4.post0
requests 2.31.0
requests-oauthlib 1.3.1
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tzdata 2023c
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environments/linux/environment.yml conda

_libgcc_mutex 0.1
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access 1.1.8
affine 2.4.0
alabaster 0.7.16
amply 0.1.6
anyio 4.3.0
archspec 0.2.3
argon2-cffi 23.1.0
argon2-cffi-bindings 21.2.0
arpack 3.8.0
arrow 1.3.0
asttokens 2.4.1
async-lru 2.0.4
attrs 23.2.0
autopep8 2.1.0
aws-c-auth 0.7.18
aws-c-cal 0.6.11
aws-c-common 0.9.15
aws-c-compression 0.2.18
aws-c-event-stream 0.4.2
aws-c-http 0.8.1
aws-c-io 0.14.7
aws-c-mqtt 0.10.4
aws-c-s3 0.5.7
aws-c-sdkutils 0.1.15
aws-checksums 0.1.18
aws-crt-cpp 0.26.8
aws-sdk-cpp 1.11.267
azure-core-cpp 1.11.1
azure-identity-cpp 1.6.0
azure-storage-blobs-cpp 12.10.0
azure-storage-common-cpp 12.5.0
babel 2.14.0
backports 1.0
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backports.tarfile 1.0.0
beautifulsoup4 4.12.3
bleach 6.1.0
blinker 1.8.1
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boltons 24.0.0
boolean.py 4.0
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brotli 1.1.0
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brotli-python 1.1.0
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ca-certificates 2024.2.2
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certifi 2024.2.2
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chardet 5.2.0
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colorama 0.4.6
comm 0.2.2
conda 24.3.0
conda-build 24.3.0
conda-forge-pinning 2024.05.02.11.25.06
conda-index 0.4.0
conda-libmamba-solver 24.1.0
conda-package-handling 2.2.0
conda-package-streaming 0.9.0
conda-smithy 3.35.0
contourpy 1.2.1
coverage 7.5.0
cryptography 42.0.5
cycler 0.12.1
dbus 1.13.6
debugpy 1.8.1
decorator 5.1.1
defusedxml 0.7.1
deprecated 1.2.14
deprecation 2.1.0
descartes 1.1.0
distlib 0.3.8
distro 1.9.0
docutils 0.21.2
editables 0.5
entrypoints 0.4
esda 2.5.1
exceptiongroup 1.2.0
executing 2.0.1
expat 2.6.2
filelock 3.14.0
fiona 1.9.6
fmt 10.2.1
folium 0.16.0
font-ttf-dejavu-sans-mono 2.37
font-ttf-inconsolata 3.000
font-ttf-source-code-pro 2.038
font-ttf-ubuntu 0.83
fontconfig 2.14.2
fonts-conda-ecosystem 1
fonts-conda-forge 1
fonttools 4.51.0
fqdn 1.5.1
freetype 2.12.1
freexl 2.0.0
furo 2024.4.27
gdal 3.8.5
geopandas 0.14.4
geopandas-base 0.14.4
geos 3.12.1
geotiff 1.7.1
giddy 2.3.5
giflib 5.2.2
git 2.45.0
gitdb 4.0.11
gitpython 3.1.43
glpk 5.0
gmp 6.3.0
h11 0.14.0
h2 4.1.0
hatch 1.10.0
hatchling 1.24.2
hdf4 4.2.15
hdf5 1.14.3
hpack 4.0.0
httpcore 1.0.5
httpx 0.27.0
hyperframe 6.0.1
hyperlink 21.0.0
icu 73.2
identify 2.5.36
idna 3.7
imagesize 1.4.1
importlib-metadata 7.1.0
importlib_metadata 7.1.0
importlib_resources 6.4.0
inequality 1.0.1
iniconfig 2.0.0
ipykernel 6.29.3
ipython 8.22.2
ipywidgets 8.1.2
isodate 0.6.1
isoduration 20.11.0
jaraco.classes 3.4.0
jaraco.context 5.3.0
jaraco.functools 4.0.0
jedi 0.19.1
jeepney 0.8.0
jinja2 3.1.3
joblib 1.4.2
json-c 0.17
json5 0.9.25
jsonpatch 1.33
jsonpointer 2.4
jsonschema 4.22.0
jsonschema-specifications 2023.12.1
jsonschema-with-format-nongpl 4.22.0
jupyter-lsp 2.2.5
jupyter-server-mathjax 0.2.6
jupyter_client 8.6.1
jupyter_core 5.7.2
jupyter_events 0.10.0
jupyter_server 2.14.0
jupyter_server_terminals 0.5.3
jupyterlab 4.1.8
jupyterlab_pygments 0.3.0
jupyterlab_server 2.27.1
jupyterlab_widgets 3.0.10
kealib 1.5.3
keyring 25.2.0
keyutils 1.6.1
kiwisolver 1.4.5
krb5 1.21.2
lcms2 2.16
ld_impl_linux-64 2.40
lerc 4.0.0
libabseil 20240116.2
libaec 1.1.3
libarchive 3.7.2
libblas 3.9.0
libboost-headers 1.84.0
libbrotlicommon 1.1.0
libbrotlidec 1.1.0
libbrotlienc 1.1.0
libcblas 3.9.0
libcrc32c 1.1.2
libcurl 8.7.1
libdeflate 1.20
libedit 3.1.20191231
libev 4.33
libexpat 2.6.2
libffi 3.4.2
libgcc-ng 13.2.0
libgdal 3.8.5
libgfortran-ng 13.2.0
libgfortran5 13.2.0
libglib 2.80.0
libgomp 13.2.0
libgoogle-cloud 2.23.0
libgoogle-cloud-storage 2.23.0
libgrpc 1.62.2
libiconv 1.17
libjpeg-turbo 3.0.0
libkml 1.3.0
liblapack 3.9.0
liblapacke 3.9.0
liblief 0.14.1
libllvm14 14.0.6
libmamba 1.5.8
libmambapy 1.5.8
libnetcdf 4.9.2
libnghttp2 1.58.0
libnsl 2.0.1
libopenblas 0.3.27
libpng 1.6.43
libpq 16.2
libprotobuf 4.25.3
libpysal 4.10
libre2-11 2023.09.01
librttopo 1.1.0
libsodium 1.0.18
libsolv 0.7.29
libspatialindex 1.9.3
libspatialite 5.1.0
libsqlite 3.45.3
libssh2 1.11.0
libstdcxx-ng 13.2.0
libtiff 4.6.0
libuuid 2.38.1
libwebp-base 1.4.0
libxcb 1.15
libxcrypt 4.4.36
libxml2 2.12.6
libxslt 1.1.39
libzip 1.10.1
libzlib 1.2.13
license-expression 30.1.1
llvmlite 0.42.0
lxml 5.2.1
lz4-c 1.9.4
lzo 2.10
mapclassify 2.6.1
markdown-it-py 3.0.0
markupsafe 2.1.5
matplotlib-base 3.8.4
matplotlib-inline 0.1.7
mdurl 0.1.2
menuinst 2.0.2
mgwr 2.2.1
minizip 4.0.5
mistune 3.0.2
momepy 0.7.0
more-itertools 10.2.0
mpmath 1.3.0
msrest 0.6.21
munkres 1.1.4
mypy 1.10.0
mypy_extensions 1.0.0
nbclient 0.10.0
nbconvert-core 7.16.4
nbdime 4.0.1
nbformat 5.10.4
nbqa 1.8.5
ncurses 6.4.20240210
nest-asyncio 1.6.0
networkx 3.3
nh3 0.2.17
nodeenv 1.8.0
nomkl 1.0
notebook-shim 0.2.4
nspr 4.35
nss 3.98
numba 0.59.1
numexpr 2.9.0
numpy 1.26.4
oauthlib 3.2.2
openjpeg 2.5.2
openssl 3.3.0
overrides 7.7.0
packaging 24.0
pandas 2.2.2
pandas-stubs 2.2.1.240316
pandocfilters 1.5.0
parso 0.8.4
patch 2.7.6
patchelf 0.17.2
pathspec 0.12.1
patsy 0.5.6
pcre2 10.43
perl 5.32.1
pexpect 4.9.0
pickleshare 0.7.5
pillow 10.3.0
pip 24.0
pixman 0.43.2
pkginfo 1.10.0
pkgutil-resolve-name 1.3.10
platformdirs 4.2.1
pluggy 1.5.0
pointpats 2.4.0
poppler 24.04.0
poppler-data 0.4.12
postgresql 16.2
pre-commit 3.7.0
proj 9.4.0
prometheus_client 0.20.0
prompt-toolkit 3.0.42
psutil 5.9.8
pthread-stubs 0.4
ptyprocess 0.7.0
pulp 2.8.0
pure_eval 0.2.2
py-lief 0.14.1
pybind11-abi 4
pycodestyle 2.11.1
pycosat 0.6.6
pycparser 2.22
pycryptodome 3.20.0
pygithub 2.3.0
pygments 2.17.2
pyjwt 2.8.0
pynacl 1.5.0
pyparsing 3.1.2
pyproj 3.6.1
pysal 23.7
pyshp 2.3.1
pysocks 1.7.1
pytest 8.2.0
pytest-cov 5.0.0
python 3.12.3
python-dateutil 2.9.0
python-fastjsonschema 2.19.1
python-igraph 0.11.4
python-json-logger 2.0.7
python-libarchive-c 5.1
python-tzdata 2024.1
python_abi 3.12
pytz 2024.1
pyyaml 6.0.1
pyzmq 26.0.2
quantecon 0.7.2
rasterio 1.3.10
rasterstats 0.19.0
re2 2023.09.01
readline 8.2
readme_renderer 42.0
referencing 0.35.1
reproc 14.2.4.post0
reproc-cpp 14.2.4.post0
requests 2.31.0
requests-oauthlib 2.0.0
requests-toolbelt 1.0.0
rfc3339-validator 0.1.4
rfc3986 2.0.0
rfc3986-validator 0.1.1
rich 13.7.1
ripgrep 14.1.0
rpds-py 0.18.0
rtree 1.2.0
ruamel.yaml 0.18.6
ruamel.yaml.clib 0.2.8
ruff 0.4.2
s2n 1.4.12
scikit-learn 1.4.2
scipy 1.13.0
scrypt 0.8.24
seaborn 0.13.2
seaborn-base 0.13.2
secretstorage 3.3.3
segregation 2.5
send2trash 1.8.3
setuptools 69.5.1
shapely 2.0.4
shellingham 1.5.4
simplejson 3.19.2
six 1.16.0
smmap 5.0.0
snappy 1.2.0
sniffio 1.3.1
snowballstemmer 2.2.0
snuggs 1.4.7
soupsieve 2.5
spaghetti 1.7.5.post1
spdlog 1.13.0
spglm 1.1.0
sphinx 7.3.7
sphinx-autodoc-typehints 2.1.0
sphinx-basic-ng 1.0.0b2
sphinxcontrib-applehelp 1.0.8
sphinxcontrib-devhelp 1.0.6
sphinxcontrib-htmlhelp 2.0.5
sphinxcontrib-jsmath 1.0.1
sphinxcontrib-qthelp 1.0.7
sphinxcontrib-serializinghtml 1.1.10
spint 1.0.7
splot 1.1.5.post1
spopt 0.6.0
spreg 1.4.2
spvcm 0.3.0
sqlite 3.45.3
stack_data 0.6.2
statsmodels 0.14.1
sympy 1.12
terminado 0.18.1
texttable 1.7.0
threadpoolctl 3.5.0
tiledb 2.22.0
tinycss2 1.3.0
tk 8.6.13
tobler 0.11.2
tokenize-rt 5.2.0
toml 0.10.2
tomli 2.0.1
tomli-w 1.0.0
tomlkit 0.12.4
toolz 0.12.1
tornado 6.4
tqdm 4.66.2
traitlets 5.14.3
trove-classifiers 2024.4.10
truststore 0.8.0
twine 5.0.0
typeguard 4.2.1
typer 0.12.3
typer-slim 0.12.3
typer-slim-standard 0.12.3
types-python-dateutil 2.9.0.20240316
types-pytz 2024.1.0.20240417
types-requests 2.31.0.20240406
typing-extensions 4.11.0
typing_extensions 4.11.0
typing_utils 0.1.0
tzcode 2024a
tzdata 2024a
ukkonen 1.0.1
uri-template 1.3.0
uriparser 0.9.7
urllib3 2.2.1
userpath 1.7.0
uv 0.1.39
virtualenv 20.26.1
vsts-python-api 0.1.25
wcwidth 0.2.13
webcolors 1.13
webencodings 0.5.1
websocket-client 1.8.0
wheel 0.43.0
widgetsnbextension 4.0.10
wrapt 1.16.0
xerces-c 3.2.5
xorg-kbproto 1.0.7
xorg-libice 1.1.1
xorg-libsm 1.2.4
xorg-libx11 1.8.9
xorg-libxau 1.0.11
xorg-libxdmcp 1.1.3
xorg-libxext 1.3.4
xorg-libxrender 0.9.11
xorg-renderproto 0.11.1
xorg-xextproto 7.3.0
xorg-xproto 7.0.31
xyzservices 2024.4.0
xz 5.2.6
yaml 0.2.5
yaml-cpp 0.8.0
zeromq 4.3.5
zipp 3.17.0
zlib 1.2.13
zstandard 0.22.0
zstd 1.5.5

environments/windows/environment.yml conda

access 1.1.8
affine 2.4.0
alabaster 0.7.16
amply 0.1.6
anyio 4.3.0
archspec 0.2.3
argon2-cffi 23.1.0
argon2-cffi-bindings 21.2.0
arrow 1.3.0
asttokens 2.4.1
async-lru 2.0.4
attrs 23.2.0
autopep8 2.1.0
aws-c-auth 0.7.18
aws-c-cal 0.6.11
aws-c-common 0.9.15
aws-c-compression 0.2.18
aws-c-event-stream 0.4.2
aws-c-http 0.8.1
aws-c-io 0.14.7
aws-c-mqtt 0.10.4
aws-c-s3 0.5.7
aws-c-sdkutils 0.1.15
aws-checksums 0.1.18
aws-crt-cpp 0.26.8
aws-sdk-cpp 1.11.267
azure-core-cpp 1.11.1
azure-identity-cpp 1.6.0
azure-storage-blobs-cpp 12.10.0
azure-storage-common-cpp 12.5.0
babel 2.14.0
backports 1.0
backports.strenum 1.2.8
backports.tarfile 1.0.0
beautifulsoup4 4.12.3
bleach 6.1.0
blinker 1.8.1
blosc 1.21.5
boltons 24.0.0
boolean.py 4.0
bottleneck 1.3.8
branca 0.7.2
brotli 1.1.0
brotli-bin 1.1.0
brotli-python 1.1.0
bzip2 1.0.8
c-ares 1.28.1
ca-certificates 2024.2.2
cached-property 1.5.2
cached_property 1.5.2
cairo 1.18.0
cartopy 0.23.0
certifi 2024.2.2
cffi 1.16.0
cfgv 3.3.1
cfitsio 4.4.0
chardet 5.2.0
charset-normalizer 3.3.2
cirun 0.30
click 8.1.7
click-plugins 1.1.1
cligj 0.7.2
cmarkgfm 0.8.0
colorama 0.4.6
comm 0.2.2
conda 24.3.0
conda-build 24.3.0
conda-forge-pinning 2024.05.02.11.25.06
conda-index 0.4.0
conda-libmamba-solver 24.1.0
conda-package-handling 2.2.0
conda-package-streaming 0.9.0
conda-smithy 3.35.0
contourpy 1.2.1
coverage 7.5.0
cryptography 42.0.5
cycler 0.12.1
debugpy 1.8.1
decorator 5.1.1
defusedxml 0.7.1
deprecated 1.2.14
deprecation 2.1.0
descartes 1.1.0
distlib 0.3.8
distro 1.9.0
docutils 0.21.2
editables 0.5
entrypoints 0.4
esda 2.5.1
exceptiongroup 1.2.0
executing 2.0.1
expat 2.6.2
filelock 3.14.0
fmt 10.2.1
folium 0.16.0
font-ttf-dejavu-sans-mono 2.37
font-ttf-inconsolata 3.000
font-ttf-source-code-pro 2.038
font-ttf-ubuntu 0.83
fontconfig 2.14.2
fonts-conda-ecosystem 1
fonts-conda-forge 1
fonttools 4.51.0
fqdn 1.5.1
freetype 2.12.1
freexl 2.0.0
furo 2024.4.27
gdal 3.8.5
geopandas 0.14.4
geopandas-base 0.14.4
geos 3.12.1
geotiff 1.7.1
giddy 2.3.5
git 2.45.0
gitdb 4.0.11
gitpython 3.1.43
glpk 5.0
h11 0.14.0
h2 4.1.0
hatch 1.10.0
hatchling 1.24.2
hdf4 4.2.15
hdf5 1.14.3
hpack 4.0.0
httpcore 1.0.5
httpx 0.27.0
hyperframe 6.0.1
hyperlink 21.0.0
icu 73.2
identify 2.5.36
idna 3.7
imagesize 1.4.1
importlib-metadata 7.1.0
importlib_metadata 7.1.0
importlib_resources 6.4.0
inequality 1.0.1
iniconfig 2.0.0
ipykernel 6.29.3
ipython 8.22.2
ipywidgets 8.1.2
isodate 0.6.1
isoduration 20.11.0
jaraco.classes 3.4.0
jaraco.context 5.3.0
jaraco.functools 4.0.0
jedi 0.19.1
jinja2 3.1.3
joblib 1.4.2
json5 0.9.25
jsonpatch 1.33
jsonpointer 2.4
jsonschema 4.22.0
jsonschema-specifications 2023.12.1
jsonschema-with-format-nongpl 4.22.0
jupyter-lsp 2.2.5
jupyter-server-mathjax 0.2.6
jupyter_client 8.6.1
jupyter_core 5.7.2
jupyter_events 0.10.0
jupyter_server 2.14.0
jupyter_server_terminals 0.5.3
jupyterlab 4.1.8
jupyterlab_pygments 0.3.0
jupyterlab_server 2.27.1
jupyterlab_widgets 3.0.10
kealib 1.5.3
keyring 25.2.0
kiwisolver 1.4.5
krb5 1.21.2
lcms2 2.16
lerc 4.0.0
libabseil 20240116.2
libaec 1.1.3
libarchive 3.7.2
libblas 3.9.0
libboost-headers 1.84.0
libbrotlicommon 1.1.0
libbrotlidec 1.1.0
libbrotlienc 1.1.0
libcblas 3.9.0
libcrc32c 1.1.2
libcurl 8.7.1
libdeflate 1.20
libexpat 2.6.2
libffi 3.4.2
libflang 5.0.0
libgdal 3.8.5
libglib 2.80.0
libgoogle-cloud 2.23.0
libgoogle-cloud-storage 2.23.0
libgrpc 1.62.2
libiconv 1.17
libintl 0.22.5
libjpeg-turbo 3.0.0
libkml 1.3.0
liblapack 3.9.0
liblief 0.14.1
libmamba 1.5.8
libmambapy 1.5.8
libnetcdf 4.9.2
libopenblas 0.3.27
libpng 1.6.43
libpq 16.2
libprotobuf 4.25.3
libpysal 4.10
libre2-11 2023.09.01
librttopo 1.1.0
libsodium 1.0.18
libsolv 0.7.29
libspatialindex 1.9.3
libspatialite 5.1.0
libsqlite 3.45.3
libssh2 1.11.0
libtiff 4.6.0
libwebp-base 1.4.0
libxcb 1.15
libxml2 2.12.6
libxslt 1.1.39
libzip 1.10.1
libzlib 1.2.13
license-expression 30.1.1
llvm-meta 5.0.0
llvmlite 0.42.0
lxml 5.2.1
lz4-c 1.9.4
lzo 2.10
m2-msys2-runtime 2.5.0.17080.65c939c
m2-patch 2.7.5
m2w64-gcc-libgfortran 5.3.0
m2w64-gcc-libs 5.3.0
m2w64-gcc-libs-core 5.3.0
m2w64-gmp 6.1.0
m2w64-libwinpthread-git 5.0.0.4634.697f757
mapclassify 2.6.1
markdown-it-py 3.0.0
markupsafe 2.1.5
matplotlib-base 3.8.4
matplotlib-inline 0.1.7
mdurl 0.1.2
menuinst 2.0.2
mgwr 2.2.1
minizip 4.0.5
mistune 3.0.2
momepy 0.7.0
more-itertools 10.2.0
mpir 3.0.0
mpmath 1.3.0
msrest 0.6.21
msys2-conda-epoch 20160418
munkres 1.1.4
mypy 1.10.0
mypy_extensions 1.0.0
nbclient 0.10.0
nbconvert-core 7.16.4
nbdime 4.0.1
nbformat 5.10.4
nbqa 1.8.5
nest-asyncio 1.6.0
networkx 3.3
nh3 0.2.17
nodeenv 1.8.0
nomkl 1.0
notebook-shim 0.2.4
numba 0.59.1
numexpr 2.9.0
numpy 1.26.4
oauthlib 3.2.2
openjpeg 2.5.2
openmp 5.0.0
openssl 3.3.0
overrides 7.7.0
packaging 24.0
pandas 2.2.2
pandas-stubs 2.2.1.240316
pandocfilters 1.5.0
parso 0.8.4
pathspec 0.12.1
patsy 0.5.6
pcre2 10.43
pexpect 4.9.0
pickleshare 0.7.5
pillow 10.3.0
pip 24.0
pixman 0.43.4
pkginfo 1.10.0
pkgutil-resolve-name 1.3.10
platformdirs 4.2.1
pluggy 1.5.0
pointpats 2.4.0
poppler 24.04.0
poppler-data 0.4.12
postgresql 16.2
pre-commit 3.7.0
proj 9.4.0
prometheus_client 0.20.0
prompt-toolkit 3.0.42
psutil 5.9.8
pthread-stubs 0.4
ptyprocess 0.7.0
pulp 2.8.0
pure_eval 0.2.2
py-lief 0.14.1
pybind11-abi 4
pycodestyle 2.11.1
pycosat 0.6.6
pycparser 2.22
pycryptodome 3.20.0
pygithub 2.3.0
pygments 2.17.2
pyjwt 2.8.0
pynacl 1.5.0
pyparsing 3.1.2
pyproj 3.6.1
pysal 23.7
pyshp 2.3.1
pysocks 1.7.1
pytest 8.2.0
pytest-cov 5.0.0
python 3.12.3
python-dateutil 2.9.0
python-fastjsonschema 2.19.1
python-igraph 0.11.4
python-json-logger 2.0.7
python-libarchive-c 5.1
python-tzdata 2024.1
python_abi 3.12
pytz 2024.1
pywin32 306
pywin32-ctypes 0.2.2
pywinpty 2.0.13
pyyaml 6.0.1
pyzmq 26.0.2
quantecon 0.7.2
rasterio 1.3.10
rasterstats 0.19.0
re2 2023.09.01
readme_renderer 42.0
referencing 0.35.1
reproc 14.2.4.post0
reproc-cpp 14.2.4.post0
requests 2.31.0
requests-oauthlib 2.0.0
requests-toolbelt 1.0.0
rfc3339-validator 0.1.4
rfc3986 2.0.0
rfc3986-validator 0.1.1
rich 13.7.1
ripgrep 14.1.0
rpds-py 0.18.0
rtree 1.2.0
ruamel.yaml 0.18.6
ruamel.yaml.clib 0.2.8
ruff 0.4.2
scikit-learn 1.4.2
scipy 1.13.0
scrypt 0.8.24
seaborn 0.13.2
seaborn-base 0.13.2
segregation 2.5
send2trash 1.8.3
setuptools 69.5.1
shapely 2.0.4
shellingham 1.5.4
simplejson 3.19.2
six 1.16.0
smmap 5.0.0
snappy 1.2.0
sniffio 1.3.1
snowballstemmer 2.2.0
snuggs 1.4.7
soupsieve 2.5
spaghetti 1.7.5.post1
spdlog 1.13.0
spglm 1.1.0
sphinx 7.3.7
sphinx-autodoc-typehints 2.1.0
sphinx-basic-ng 1.0.0b2
sphinxcontrib-applehelp 1.0.8
sphinxcontrib-devhelp 1.0.6
sphinxcontrib-htmlhelp 2.0.5
sphinxcontrib-jsmath 1.0.1
sphinxcontrib-qthelp 1.0.7
sphinxcontrib-serializinghtml 1.1.10
spint 1.0.7
splot 1.1.5.post1
spopt 0.6.0
spreg 1.4.2
spvcm 0.3.0
sqlite 3.45.3
stack_data 0.6.2
statsmodels 0.14.1
sympy 1.12
terminado 0.18.1
texttable 1.7.0
threadpoolctl 3.5.0
tiledb 2.22.0
tinycss2 1.3.0
tk 8.6.13
tobler 0.11.2
tokenize-rt 5.2.0
toml 0.10.2
tomli 2.0.1
tomli-w 1.0.0
tomlkit 0.12.4
toolz 0.12.1
tornado 6.4
tqdm 4.66.2
traitlets 5.14.3
trove-classifiers 2024.4.10
truststore 0.8.0
twine 5.0.0
typeguard 4.2.1
typer 0.12.3
typer-slim 0.12.3
typer-slim-standard 0.12.3
types-python-dateutil 2.9.0.20240316
types-pytz 2024.1.0.20240417
types-requests 2.31.0.20240406
typing-extensions 4.11.0
typing_extensions 4.11.0
typing_utils 0.1.0
tzdata 2024a
ucrt 10.0.22621.0
ukkonen 1.0.1
uri-template 1.3.0
uriparser 0.9.7
urllib3 2.2.1
userpath 1.7.0
uv 0.1.39
vc 14.3
vc14_runtime 14.38.33130
virtualenv 20.26.1
vs2015_runtime 14.38.33130
vsts-python-api 0.1.25
wcwidth 0.2.13
webcolors 1.13
webencodings 0.5.1
websocket-client 1.8.0
wheel 0.43.0
widgetsnbextension 4.0.10
win_inet_pton 1.1.0
winpty 0.4.3
wrapt 1.16.0
xerces-c 3.2.5
xorg-libxau 1.0.11
xorg-libxdmcp 1.1.3
xyzservices 2024.4.0
xz 5.2.6
yaml 0.2.5
yaml-cpp 0.8.0
zeromq 4.3.5
zipp 3.17.0
zlib 1.2.13
zstandard 0.22.0
zstd 1.5.5

environments/tests/requirements-test-build.txt pypi

furo * test
hatch * test
sphinx ==7. test
sphinx-autodoc-typehints * test
twine * test

ecosyste.ms

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Summary