python 8 graph-analysis 2 data-assertions 1 data-check 1 data-cleaning 1 data-processing 1 data-validation 1 data-verification 1 dataframe-schema 1 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 higher-order 1 biology-images 1 computer-vision 1 ecology 1 evolution 1 image-analysis 1 image-processing 1 phenomics 1 phenotyping 1 geopandas 1 movement-data 1

Python 12 Jupyter Notebook 2 HTML 1

seisman 1,576 pyup-bot 455 dependabot[bot] 427 yvonnefroehlich 413 cosmicbboy 318 nwlandry 286 weiji14 177 eriknw 164 anitagraser 153 maximelucas 109 deepyaman 105 pmeier 85 jacksonburns 85 teddygroves 84 michaelgrund 69 snacktavish 55 deepsource-autofix[bot] 51 jonnytran 44 leotrs 44 github-actions[bot] 43 raybellwaves 40 lunasare 35 jostmorgenstern 31 pre-commit-ci[bot] 29 kspieks 29 thomasrobiglio 27 redzapdos123 26 nathanjmcdougall 24 maxrjones 22 mar3021 22

dependabot[bot] 3 pre-commit-ci[bot] 3 brian larsen 2 arne 2 pyup-bot 2 kevin kho 1 luke watson-davies 1 marius merkle 1 matthew 1 matthew barber 1 dan downs 1 daniel hjertholm 1 daren liang 1 dave bunten 1 david andreoletti 1 david bossanyi 1 dheepak krishnamurthy 1 dillon steyl 1 dolf andringa 1 christopher tee 1 chris wright 1 dan anderson 1 connor stabnick 1 drumbits 1 eric carlson 1 eric ma 1 christian yoon 1 alp arıbal 1 gab23r 1 ktroutman 1

dongdong tian 1,501 jonny tran 1,040 mluerig 964 jonnytran 904 martha kandziora 879 emily jane mctavish 805 erik welch 656 anita graser 650 niels bantilan 602 philip meier 491 jackson burns 479 teddy groves 455 dependabot[bot] 448 yvonne fröhlich 427 nicholas landry 417 luna sare 298 wei ji leong 291 martin skarzynski 284 leonardo uieda 256 will schlitzer 204 ariane morassi sasso 171 michael grund 153 katharina kloppenborg 149 deepyaman datta 147 jostmorgenstern 140 leo torres 123 max jones 111 jim kitchen 89 kevin spiekermann 81 maxime lucas 73

pypi:numpy 11 pypi:pandas 10 actions:actions/checkout 9 actions:actions/setup-python 9 pypi:matplotlib 7 actions:pypa/gh-action-pypi-publish 7 pypi:scipy 6 pypi:pytest 6 actions:codecov/codecov-action 6 pypi:pytest-cov 5 pypi:coverage 5 pypi:sphinx-rtd-theme 4 actions:actions/upload-artifact 4 pypi:jupyter 3 pypi:pre-commit 3 conda:matplotlib 3 pypi:ipykernel 3 pypi:sphinx 3 conda:pytest-cov 3 conda:pandas 3 actions:conda-incubator/setup-miniconda 3 pypi:tox 3 pypi:nbsphinx 3 pypi:networkx 3 conda:panel 2 conda:pre-commit 2 conda:numpy 2 conda:packaging 2 conda:pytest 2 conda:geopandas 2

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

GitHub 15