python 8 graph-analysis 2 dataframes 1 hypothesis-testing 1 pandas 1 pandas-dataframe 1 pandas-validation 1 pandas-validator 1 schema 1 testing 1 testing-tools 1 validation 1 earth-science 1 geophysics 1 geoscience 1 hacktoberfest 1 maps 1 seismology 1 bioinformatics 1 biology 1 ai 1 data-science 1 machine-learning 1 ml 1 sampling 1 higher-order 1 higher-order-networks 1 hypergraphs 1 network-science 1 simplicial-complexes 1

Python 12 Jupyter Notebook 2 HTML 1

seisman 1,659 pyup-bot 454 dependabot[bot] 436 yvonnefroehlich 423 nwlandry 297 eriknw 188 weiji14 181 anitagraser 153 maximelucas 117 deepyaman 112 cosmicbboy 106 snacktavish 95 jacksonburns 85 pmeier 85 teddygroves 84 michaelgrund 69 leotrs 63 mastersplinter 54 deepsource-autofix[bot] 51 jeffzi 49 github-actions[bot] 47 jonnytran 44 redzapdos123 44 raybellwaves 40 lunasare 40 jostmorgenstern 31 kspieks 29 pre-commit-ci[bot] 29 thomasrobiglio 28 carreau 27

pre-commit-ci[bot] 3 dependabot[bot] 3 pyup-bot 2 arne 2 lim jooyoung 2 brian larsen 2 balogun david taiwo 1 atharva mashalkar 1 arkadiusz halicki 1 arjun pramanik 1 adam weeden 1 adil khan 1 aditya singh 1 ahmet zamanis 1 aleksei kozharin 1 alex anthony 1 alexis 1 amit ripshtos 1 ben lee 1 blackdrome 1 blues-berry 1 boris smidt 1 bosprimigenious 1 brian phillips 1 filipaisot 1 finnhoang05 1 fhoehle 1 ehamers 1 dstumpy 1 diederikperdok 1

dongdong tian 1,582 jonny tran 1,040 mluerig 964 jonnytran 904 martha kandziora 879 emily jane mctavish 805 erik welch 665 anita graser 652 niels bantilan 632 philip meier 491 jackson burns 482 dependabot[bot] 461 teddy groves 455 yvonne fröhlich 436 nicholas landry 425 luna sare 298 wei ji 291 martin skarzynski 284 leonardo uieda 256 will schlitzer 204 ariane morassi sasso 171 michael grund 153 katharina kloppenborg 149 deepyaman datta 147 leo torres 145 jostmorgenstern 140 meghan jones 111 jim kitchen 89 maxime lucas 82 kevin spiekermann 81

pypi:numpy 12 pypi:pandas 11 actions:actions/checkout 10 actions:actions/setup-python 10 actions:pypa/gh-action-pypi-publish 8 pypi:pytest 7 pypi:matplotlib 7 actions:codecov/codecov-action 7 pypi:scipy 7 pypi:pytest-cov 6 actions:actions/upload-artifact 5 pypi:coverage 5 actions:actions/cache 4 conda:pytest-cov 4 pypi:sphinx-rtd-theme 4 pypi:sphinx 4 conda:pandas 4 pypi:black 3 conda:matplotlib 3 conda:sphinx 3 pypi:pip 3 conda:pytest 3 pypi:pyyaml 3 conda:numpy 3 pypi:tox 3 conda:black 3 pypi:jupyter 3 pypi:twine 3 pypi:pre-commit 3 conda:geopandas 3

hpi-dhc 2 teddygroves 1 movingpandas 1 pystiche 1 JonnyTran 1 phenopype 1 py4ds 1 python-graphblas 1 McTavishLab 1 GenericMappingTools 1 unionai-oss 1 xgi-org 1 JacksonBurns 1 katoss 1

GitHub 15