RSEPedia Top Dependencies

We use CiteLang to clone software repositories, parse dependency files, and assemble them into one common structure to assess the value of any particular dependency across the ecosystem. Each credit value represents the average credit assigned to a dependency across repositories, where each repository is represented by it's own graph that allocates 50% of credit to the repository itself, and 50% to its dependencies. The data here is biased of course in that there are more repos that have Python and R. To get around this, we can look at the same tables scoped to specific languages:

Software Credit

Manager Name Credit
pypi numpy 0.08781555682489946
pypi matplotlib 0.030843037680413403
cran R 0.014333174663758925
pypi scipy 0.011988266764501548
pypi pytest 0.010831194277526995
cran jsonlite 0.00983084820634088
cran testthat 0.009740931805273585
pypi typing-extensions 0.009573180595032774
pypi sphinx 0.007795781863148415
cran httr 0.007138370438541421
cran knitr 0.006897272557667082
cran rmarkdown 0.00647889667032674
spack zlib 0.006316519589602442
cran utils 0.00612446743789032
cran methods 0.005807672704749032
pypi six 0.005742333824136636
spack gnuconfig 0.005314264239414953
cran covr 0.005167350755215458
pypi cycler 0.004955574228151109
pypi h5py 0.00468665810231873
pypi colorama 0.004546818248706569
pypi pytz 0.004439873568276247
pypi biopython 0.0044221866577742195
pypi python-dateutil 0.00419479241809107
pypi pytest-cov 0.0041613821086642095
pypi pyyaml 0.003669454146083851
cran tidyr 0.0035282598845927126
pypi numba 0.0032837033305898795
pypi cython 0.0032590169579353977
pypi pandas 0.0032171082962295073
pypi packaging 0.0031771950922202213
pypi docutils 0.003110535487225366
spack rhash 0.0029960887469467684
pypi requests 0.002717508795084154
spack python 0.0026914813408697577
cran magrittr 0.0026141325007531958
pypi pysam 0.002597275608360077
pypi hypothesis 0.0025918929185822586
pypi PyYAML 0.0025898535045987665
pypi tomli 0.002536290373990081
cran rlang 0.002534225981962583
cran stats 0.002495767127570211
pypi setuptools 0.0024809923438968515
pypi coverage 0.0024468830817195816
pypi importlib-metadata 0.0023801389594168463
pypi sphinx-rtd-theme 0.0023447897320942584
pypi future 0.0022908883871452764
pypi certifi 0.0021603480515314335
pypi pytest-xdist 0.0021280066309292515
cran withr 0.0020408481530307643
pypi flake8 0.0020197559571013437
pypi MarkupSafe 0.002001781046692984
cran tibble 0.0019697704516398527
spack pkgconfig 0.0019587289254886
pypi astropy 0.001929446590541874
cran yaml 0.0018510290183196144
pypi lxml 0.0018334570203230153
pypi mock 0.001825086163478988
spack cmake 0.0018185665609191757
pypi nose 0.0017985256480692452
pypi joblib 0.001773939775532382
cran Rcpp 0.0017400485193705807
pypi sphinx-astropy 0.0017163650646074445
spack openmp 0.0017019783259903983
pypi seaborn 0.0016891101263964248
pypi pycparser 0.001669702239659796
cran tools 0.0016584836361852313
pypi sklearn 0.0016453749941358787
pypi wheel 0.0016429275277697326
spack ncurses 0.0016177828139044615
pypi idna 0.0015916282258756182
pypi pytest-doctestplus 0.0015582397868162496
pypi ipython 0.0015416545864300984
pypi mpmath 0.001517976752723491
pypi Sphinx 0.0015094202978005373
cran grDevices 0.001509364876589655
cran curl 0.001503984504565513
cran graphics 0.0014599456917861685
cran ggplot2 0.0014507464912790115
pypi chardet 0.0014208028682513273
cran vctrs 0.001411934203540092
spack libbsd 0.0014036896591352924
cran R6 0.0013918842343181009
pypi astroquery 0.001377359035717722
cran crayon 0.0013156915473533173
pypi Jinja2 0.00128915636887531
cran dplyr 0.0012735271132171633
cran pryr 0.0012613270697702603
pypi dask 0.001225845550962922
pypi statsmodels 0.0011909174964434648
cran glue 0.0011838012790149832
pypi twine 0.001181428816954766
pypi ipywidgets 0.0011464450501073326
pypi urllib3 0.0011395260054004575
pypi PySocks 0.0011368971923071008
pypi mypy 0.0011243544294432049
pypi importlib-resources 0.0011109666161828512
pypi protobuf 0.0011031816153351437
pypi html5lib 0.0010946295647355005
cran spelling 0.0010687721286023889
pypi pillow 0.0010576612185431093
pypi numpydoc 0.0010379875382425228
pypi Babel 0.0010302031304900367
pypi click 0.001027398488505633
pypi beautifulsoup4 0.0009946413347198255
pypi pygments 0.0009934220951999932
pypi jinja2 0.00098756965969725
pypi sortedcontainers 0.0009729453739438361
spack qt 0.000959773663473443
cran htmltools 0.0009586675273968964
spack py-sphinx 0.0009580861594041597
pypi Cython 0.0009577573235258241
spack openssl 0.0009518594830761323
cran tinytest 0.0009490529592977622
spack bzip2 0.0009430940722711102
pypi healpy 0.0009352175502369652
cran digest 0.0009315507916502005
pypi graphviz 0.0009253892754761078
pypi psutil 0.0009251980130606327
pypi pytest-black 0.0009250344645798376
pypi lmfit 0.0009202704277976399
pypi keras 0.0009175353305356331
spack autoconf 0.0009137306850667268
spack libtool 0.0009115312841525651
spack mpi 0.0009098057612248972
spack automake 0.0009086083354850721
cran roxygen2 0.0009016254380772747
pypi attrs 0.000888981330236361
pypi pre-commit 0.0008886990018123465
spack m4 0.0008836958743801133
pypi toml 0.0008820830725054823
pypi tornado 0.0008758537088747815
cran MASS 0.0008708402271897133
pypi argparse 0.0008476266135282962
pypi networkx 0.0008449693448150457
pypi pyparsing 0.0008418825272918564
cran lattice 0.0008368126477358013
spack libxml2 0.0008346038655641274
pypi pyerfa 0.000830145635166379
pypi jplephem 0.0008228207026635897
pypi black 0.0008129127851149351
pypi slack-sdk 0.0008024958962386148
pypi docopt 0.0008012172882043775
spack perl 0.000796356800681863
pypi pytest-astropy 0.0007949361849890601
pypi setuptools_scm 0.0007904550904745532
spack threads 0.0007861469333269765
pypi pyarrow 0.0007857538232073474
pypi contextlib2 0.0007838982182767889
pypi py-make 0.00078201527763
pypi jupyter 0.0007674160221289966
pypi pycodestyle 0.0007647617864048193
pypi bleach 0.0007636442383166196
cran rstudioapi 0.0007595696535791982
pypi photutils 0.0007583137509166078
pypi bottleneck 0.0007551161738463132
pypi llvmlite 0.0007526288006850944
cran rbenchmark 0.0007517039097194589
pypi skyfield 0.0007456946632565037
pypi objgraph 0.0007456622370351205
cran stringi 0.0007441734762507352
cran shiny 0.0007349636958567403
cran xml2 0.0007344377453141849
cran mockery 0.0007329052646927181
pypi cryptography 0.0007278020588980485
cran purrr 0.0007213512063220294
cran cli 0.0007213234930989399
cran bit64 0.0007209525223589252
cran pillar 0.0007178924697387856
pypi mpi4py 0.0007136566075205403
pypi asdf 0.0007098410744371141
pypi et-xmlfile 0.000708322497366117
pypi defusedxml 0.0006983406306342175
spack ca-certificates-mozilla 0.0006937486112198298
spack nasm 0.0006937486112198298
pypi sphinxext-opengraph 0.0006887034034326915
pypi sympy 0.0006885693908254151
pypi tqdm 0.0006873910972909334
pypi toolz 0.0006862073082070917
rubygems rake 0.000679009856976367
cran lifecycle 0.0006778210803394413
pypi atomicwrites 0.0006774411393152237
spack xz 0.0006591824844440709
spack expat 0.0006545125561808569
cran tidyselect 0.0006542490039248323
pypi dataclasses 0.0006521568818052254
cran grid 0.0006489572194765736
pypi py 0.0006479340264103967
pypi cloudpickle 0.0006465585064890987
pypi sgp4 0.000645557280754696
cran callr 0.0006454771750737172
pypi wcwidth 0.0006452540293256543
pypi sphinx-gallery 0.0006294743063279226
pypi wrapt 0.0006128589322582849
pypi sphinx-copybutton 0.0006006469916441429
pypi virtualenv 0.0005996690734524162
pypi iniconfig 0.0005966776018788556
pypi filelock 0.0005936508384851498
pypi cffi 0.0005905225669903846
pypi scikit-learn 0.0005858248848080352
cran zoo 0.0005857051226155637
cran DBI 0.000585677421319171
spack gmake 0.0005825680635772195
cran sp 0.0005809495995010152
pypi pybedtools 0.0005799007307932517
pypi charset-normalizer 0.0005788810575888819
pypi ruamel.yaml 0.0005677670352601013
pypi scikit-image 0.00056704116979427
cran parallel 0.0005658423885727411
pypi zipp 0.0005652137233727864
pypi traitlets 0.0005641098790973527
pypi pluggy 0.0005612566876584252
pypi pytest-astropy-header 0.0005600013348205396
pypi isal 0.0005569974376355747
cran pracma 0.0005545958509311486
pypi PyQt5-sip 0.0005523461059792311
pypi unicodedata2 0.0005505880988892647
cran RSQLite 0.0005502022037852867
cran stringr 0.0005475458739549828
pypi Pillow 0.0005465244042503955
pypi sphinx-changelog 0.0005441082923986057
pypi jax 0.0005418298891412071
pypi appdirs 0.0005417910083575473
spack eigen3 0.0005380694143167028
cran htmlwidgets 0.0005377282177523938
pypi typing_extensions 0.0005372543687628626
pypi regex 0.000534424209765728
pypi absl-py 0.0005343658371365533
pypi lightkurve 0.0005332540177715812
cran hms 0.000532737830145386
spack python3 0.0005309110629067245
pypi xmltodict 0.0005165930688978411
pypi pytest-flake8 0.0005134310125460778
pypi termcolor 0.0005134151843852752
pypi rst.linker 0.0005119182012376939
pypi jaraco.packaging 0.0005119182012376939
cran scales 0.000511497916142029
cran processx 0.0005110938432230355
cran markdown 0.0005090906913211434
pypi threadpoolctl 0.0005078819633617347
pypi pytest-timeout 0.0005076379970849824
pypi dill 0.0005052989708815987
pypi win-inet-pton 0.0005009688852648057
pypi pytest-checkdocs 0.0004925270325825965
pypi pytest-mypy 0.0004919978143414356
pypi argcomplete 0.0004910356564958793
pypi pytest-enabler 0.0004910349214347027
pypi pywin32 0.0004865080144088151
spack mbedtls 0.0004811855460678829
pypi torch 0.00048011427292812847
pypi enum34 0.0004775843511488173
pypi webencodings 0.0004759741270746118
pypi pathlib 0.0004736369009642903
pypi itsdangerous 0.00047341533550409654
cran bitops 0.00047198966037961625
pypi more-itertools 0.00046846040960771
pypi numexpr 0.00046349618907958633
pypi pyfaidx 0.00045763037029730963
cran R.utils 0.0004542222798313434
pypi check-manifest 0.00045331438329772496
pypi cobaya 0.00044739696312364423
pypi isort 0.0004466493102911627
pypi pydata-sphinx-theme 0.00044600681747415785
pypi decorator 0.00044532593823807794
pypi brotli 0.0004441360165751167
pypi types-setuptools 0.00044238632878317214
pypi msgpack 0.00043890346242127557
pypi ephem 0.00043888815794746236
cran microbenchmark 0.0004374608033358479
pypi kiwisolver 0.0004363813520863752
pypi tenacity 0.0004343829798498525
pypi xmlschema 0.0004333485434909772
pypi olefile 0.00043123182202155783
pypi markdown2 0.00042817269748737915
pypi PyQt5-Qt5 0.00042706030721120065
pypi readthedocs-sphinx-search 0.0004225999584101251
pypi sphinx-book-theme 0.00042193532352805473
cran RColorBrewer 0.0004208495589279406
pypi SQLAlchemy 0.0004186349121770804
rubygems webrick 0.0004185269466287057
cran Matrix 0.00041705482363166627
cran nycflights13 0.00041703932329133307
pypi sphinx-issues 0.00041499263763443726
pypi codecov 0.00041386005825640155
cran broom 0.0004123345065764771
pypi pyroma 0.0004061683891726902
pypi imageio 0.0004058017660705582
pypi ipykernel 0.00040522102346115
spack diffutils 0.0004011907938681506
pypi multiprocess 0.0004008665335501556
pypi sphinx-removed-in 0.0003952856652205679
pypi plotly 0.00039359482111503045
pypi fitsio 0.0003926143993389113
pypi dynesty 0.0003898445792709875
pypi alabaster 0.00038805730969524046
pypi snowballstemmer 0.000385942506537455
cran sf 0.000385446913931226
spack gtest 0.00038518748063216606
pypi sqlalchemy 0.00038303802162493545
pypi nbformat 0.0003812697514929358
cran maptools 0.0003797178180830313
pypi nbconvert 0.000377931290394591
pypi imagesize 0.00037600035180137403
cran xts 0.00037360207053214876
pypi typing 0.00037290317092134343
pypi netCDF4 0.00037273149330610376
cran ellipsis 0.0003711770391140292
pypi watchdog 0.0003696862519148388
pypi memory-profiler 0.00036877914701886156
pypi process-tests 0.0003650720953034102
pypi fields 0.0003650720953034102
pypi schwimmbad 0.00036413256850166217
pypi fsspec 0.0003638511970564035
cran bench 0.0003629410075203175
pypi pip 0.00036264173515764095
cran plyr 0.0003618614221934071
spack lz4 0.00036088800137369957
cran nanotime 0.0003599308715186325
spack icu4c 0.0003593631912081947
cran bit 0.0003586424487086111
cran rgl 0.000357862781783474
pypi docutils-stubs 0.0003566404345647421
pypi execnet 0.0003547481892632963
pypi hunter 0.00035421937465536247
spack gettext 0.00035419452645869695
pypi wget 0.00035384644501709804
rubygems bundler 0.0003506747544756206
cran fs 0.000350611344159839
cran mime 0.0003499161335438476
pypi railroad-diagrams 0.000347709212179712
pypi tensorflow 0.0003474067342173566
pypi gym 0.0003462551280772913
pypi xarray 0.0003453255113009826
pypi fonttools 0.00034478617895407175
pypi cachetools 0.0003445964296131819
pypi backports.functools-lru-cache 0.000344540002254485
cran generics 0.0003437234405517506
spack py-numpy 0.0003426823719757156
pypi xlsxwriter 0.00034227547742837994
pypi smmap 0.00033983416274817714
pypi Pygments 0.0003392487562374833
pypi pydot 0.0003367308185005096
cran rgeos 0.00033603944500535575
pypi munkres 0.00033479568092634437
spack ninja 0.00033450739129626503
spack bison 0.0003322533244883125
cran evaluate 0.00032837235623201395
pypi pygraphviz 0.0003276763481810908
pypi myst-nb 0.00032685908864790454
pypi pyproj 0.0003257825788859171
pypi pandoc 0.0003251898317688916
pypi rich 0.0003240828834196451
spack slicer 0.0003239154013015184
pypi jsonschema 0.0003229509913195583
npm express 0.0003226540374377236
spack pybind11 0.0003195692593740316
spack sqlite 0.0003170339677087191
cran tcltk 0.00031562585843949537
spack pythoninterp 0.0003138661772067412
cran webmockr 0.00031343976224740803
cran unix 0.0003119752849350152
pypi flatbuffers 0.00031141231763220613
npm core-js 0.0003097699317069347
pypi locket 0.0003086346322966002
spack lapack 0.0003083677694459519
pypi setproctitle 0.00030680900839916625
cran pkgload 0.00030643307400897673
spack zstd 0.00030633191360846624
cran maps 0.00030599520858182866
pypi ipaddress 0.0003042404738389321
cran mvtnorm 0.0003031630191355377
cran usethis 0.0003006623203093263
pypi python 0.00029855373636189
pypi pytest-forked 0.000298449831175625
pypi bump2version 0.0002978712964341487
pypi ujson 0.0002955927152889569
npm lodash 0.0002930600214311517
pypi babel 0.0002927543750064657
pypi emcee 0.00029236320816887246
spack nss 0.0002923219818568093
pypi astroscrappy 0.0002916885130866964
pypi numdifftools 0.00029039777135539716
cran httpcode 0.0002900121398426978
spack libffi 0.000288391173881235
spack tk 0.0002877932774281787
spack readline 0.00028713446427763726
pypi pooch 0.0002870487908927252
cran nlme 0.00028652343045679256
pypi pexpect 0.00028514396728995155
pypi python-casacore 0.00028394869921247667
cran pkgKitten 0.0002838828888997435
cran data.table 0.00028388006667306347
pypi python-magic 0.0002837762111352133
pypi dnaio 0.00028070431127982646
cran igraph 0.00028051955744586086
spack libidn2 0.0002785167369848153
pypi tzdata 0.00027806124848383693
cran ncdf4 0.00027797389547162203
pypi palettable 0.00027794882429067194
pypi Flask 0.000277894127073261
cran blob 0.0002767856593427562
cran inline 0.0002742638541925851
pypi entrypoints 0.00027345979333735716
pypi grpcio 0.00027264445153962123
cran lubridate 0.000272162179596247
pypi cssselect 0.00027092031986523794
cran pkgconfig 0.00027081174240297897
pypi SimpleITK 0.0002699209892536879
spack tcl 0.0002656654304442323
pypi sphinxcontrib-serializinghtml 0.00026371205671039494
cran rprojroot 0.00026353740302217764
spack gdbm 0.0002622577893666516
pypi nanomath 0.0002610086767895879
pypi sphinxcontrib-jsmath 0.0002609918262305822
cran httpuv 0.00026047345825963884
cran dbplyr 0.0002588723943793551
pypi keyring 0.0002587414861917478
spack krb5 0.0002584166063532451
spack libnsl 0.00025821390243606585
spack uuid 0.00025821390243606585
spack tix 0.00025821390243606585
pypi tox 0.0002579478749815982
pypi pox 0.00025767004422555984
pypi sphinxcontrib-devhelp 0.00025760822352167474
pypi sphinxcontrib-qthelp 0.00025760822352167474
pypi sphinxcontrib-applehelp 0.0002576082235216747
pypi sphinxcontrib-htmlhelp 0.0002576082235216747
spack libssh2 0.0002560598763795854
spack libssh 0.0002560598763795854
pypi pyasn1 0.0002554736119934612
cran fauxpas 0.00025439953609847447
cran gtable 0.00025427015970761954
cran urltools 0.0002538569841253132
pypi simplejson 0.00025332801571513724
pypi tifffile 0.0002527641997718305
npm mocha 0.0002519406445525314
pypi sphinx-prompt 0.0002515572202339931
pypi pep517 0.00025146695139421406
pypi nbsphinx 0.0002509063417466992
spack gnutls 0.00025079795121689554
spack nghttp2 0.00025079795121689554
pypi reno 0.0002505948873388
pypi astroplan 0.00024966506747609485
pypi tabulate 0.00024953431380275704
pypi brotlicffi 0.0002484823496738158
pypi furo 0.00024789706096773283
pypi more_itertools 0.00024771459559962816
pypi sphinx-autodoc-typehints 0.0002475154049708462
spack curl 0.0002463881331950118
cran png 0.00024380907979586327
cran RPostgreSQL 0.0002437886568797663
pypi bokeh 0.00024308896065033172
cran numDeriv 0.0002430044244624378
pypi progressbar 0.00024263163331321796
cran survival 0.00024153779862268144
pypi Werkzeug 0.0002411461723492694
pypi PyICU 0.0002407445509870265
pypi fastnumbers 0.0002407445509870265
cran simplermarkdown 0.00023992145600484785
pypi wmi 0.00023924402973638802
pypi onnx2keras 0.0002386117136659436
cran brio 0.00023592088810571275
pypi mappy 0.0002339880654414277
pypi backports-functools-lru-cache 0.0002337056264942459
pypi ruamel.yaml.clib 0.0002332581510628027
cran waldo 0.0002330560092386346
cran ragg 0.0002329956422864963
cran XML 0.00023225677505333338
spack nettle 0.0002312426576899237
cran rcrossref 0.00023115509761388286
pypi lz4 0.00023008334640011165
spack lzo 0.00022966408014111675
npm axios 0.0002293350631304889
cran foreach 0.00022874917851810526
pypi fs 0.0002279295573536048
pypi semver 0.000227119944841231
spack numpy 0.0002271072203284785
pypi pytest-asyncio 0.0002263778031713967
pypi frozenlist 0.00022630540201879336
pypi openpyxl 0.00022421571314029857
pypi Markdown 0.0002240453294558587
pypi nfft 0.00022325108459869848
pypi commonmark 0.00022169955389484696
pypi ci-info 0.00022067188035163832
spack png 0.00021842149174036376
cran vdiffr 0.00021834005889126014
cran mgcv 0.00021696962667927349
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CMakeLists.txt github/exoclime/FastChem 3.6153289949385395e-06
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CMakeLists.txt github/dfki-ric-underactuated-lab/torque_limited_simple_pendulum 3.6153289949385395e-06
CMakeLists.txt github/lanl/GLUE 3.6153289949385395e-06
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CMakeLists.txt github/griffithlab/regtools 3.6153289949385395e-06
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CMakeLists.txt github/jdonnert/WVTICs 3.6153289949385395e-06
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CMakeLists.txt github/snugel/cas-offinder 3.6153289949385395e-06
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CMakeLists.txt github/benedictpaten/marginPhase 3.6153289949385395e-06
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CMakeLists.txt github/NeoGeographyToolkit/StereoPipeline 3.6153289949385395e-06
CMakeLists.txt github/reedacartwright/ngila 3.6153289949385395e-06
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CMakeLists.txt github/jmhuie/Slicer-SegmentGeometry 3.6153289949385395e-06
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pypi pytest-datadir-ng 8.858459869848135e-08
pypi ipyspeck 8.858459869848135e-08
pypi viscm 8.858459869848135e-08
pypi cellocity 8.729696841436868e-08
pypi JayDeBeApi 8.52184691664089e-08
pypi dash-auth 8.52184691664089e-08
pypi deeplc 8.52184691664089e-08
go github.com/AdRoll/goamz 8.521846916640842e-08
go github.com/Azure/azure-sdk-for-go 8.521846916640842e-08
go github.com/Azure/go-autorest/autorest 8.521846916640842e-08
go github.com/Azure/go-autorest/autorest/azure/auth 8.521846916640842e-08
go github.com/Azure/go-autorest/autorest/to 8.521846916640842e-08
go github.com/arvados/cgofuse 8.521846916640842e-08
go github.com/aws/aws-sdk-go 8.521846916640842e-08
go github.com/aws/aws-sdk-go-v2 8.521846916640842e-08
go github.com/bradleypeabody/godap 8.521846916640842e-08
go github.com/coreos/go-oidc 8.521846916640842e-08
go github.com/coreos/go-systemd 8.521846916640842e-08
go github.com/creack/pty 8.521846916640842e-08
go github.com/go-ldap/ldap 8.521846916640842e-08
go github.com/gogo/protobuf 8.521846916640842e-08
go github.com/hashicorp/golang-lru 8.521846916640842e-08
go github.com/imdario/mergo 8.521846916640842e-08
go github.com/jmcvetta/randutil 8.521846916640842e-08
go github.com/jmoiron/sqlx 8.521846916640842e-08
go github.com/johannesboyne/gofakes3 8.521846916640842e-08
go github.com/julienschmidt/httprouter 8.521846916640842e-08
go github.com/lib/pq 8.521846916640842e-08
go github.com/msteinert/pam 8.521846916640842e-08
go github.com/prometheus/client_golang 8.521846916640842e-08
go github.com/prometheus/client_model 8.521846916640842e-08
go github.com/prometheus/common 8.521846916640842e-08
go golang.org/x/oauth2 8.521846916640842e-08
go google.golang.org/api 8.521846916640842e-08
go gopkg.in/square/go-jose.v2 8.521846916640842e-08
go gopkg.in/src-d/go-billy.v4 8.521846916640842e-08
go gopkg.in/src-d/go-git.v4 8.521846916640842e-08
go rsc.io/getopt 8.521846916640842e-08
pypi desk 8.323664430207337e-08
go github.com/Netflix/go-expect 8.323664430207335e-08
go github.com/ProtonMail/go-crypto 8.323664430207335e-08
go github.com/adigunhammedolalekan/registry-auth 8.323664430207335e-08
go github.com/apex/log 8.323664430207335e-08
go github.com/blang/semver/v4 8.323664430207335e-08
go github.com/buger/jsonparser 8.323664430207335e-08
go github.com/containerd/containerd 8.323664430207335e-08
go github.com/go-log/log 8.323664430207335e-08
go github.com/gosimple/slug 8.323664430207335e-08
go github.com/opencontainers/umoci 8.323664430207335e-08
go github.com/pelletier/go-toml 8.323664430207335e-08
go github.com/seccomp/libseccomp-golang 8.323664430207335e-08
go github.com/sylabs/json-resp 8.323664430207335e-08
go github.com/sylabs/scs-build-client 8.323664430207335e-08
go github.com/sylabs/scs-key-client 8.323664430207335e-08
go github.com/sylabs/scs-library-client 8.323664430207335e-08
go github.com/sylabs/sif/v2 8.323664430207335e-08
go github.com/vbauerster/mpb/v4 8.323664430207335e-08
go github.com/vbauerster/mpb/v6 8.323664430207335e-08
go golang.org/x/term 8.323664430207335e-08
go gotest.tools/v3 8.323664430207335e-08
go mvdan.cc/sh/v3 8.323664430207335e-08
go oras.land/oras-go 8.323664430207335e-08
rubygems pdf-reader 7.953723788864964e-08
pypi django-datatables-view 7.953723788864838e-08
pypi django-dirtyfields 7.953723788864838e-08
pypi django-guardian 7.953723788864838e-08
pypi django-notifications-hq 7.953723788864838e-08
pypi django-rq 7.953723788864838e-08
pypi django-user-agents 7.953723788864838e-08
pypi google 7.953723788864838e-08
rubygems aasm 7.953723788864838e-08
rubygems dotenv 7.953723788864838e-08
rubygems google_drive 7.953723788864838e-08
rubygems net-sftp 7.953723788864838e-08
rubygems octicons_helper 7.953723788864838e-08
rubygems omniauth-orcid 7.953723788864838e-08
rubygems omniauth-rails_csrf_protection 7.953723788864838e-08
rubygems importmap-rails 7.953723788864838e-08
rubygems turbo-rails 7.953723788864838e-08
rubygems stimulus-rails 7.953723788864838e-08
rubygems newrelic_rpm 7.953723788864838e-08
rubygems sanitize 7.953723788864838e-08
rubygems searchkick 7.953723788864838e-08
rubygems elasticsearch 7.953723788864838e-08
rubygems issue 7.953723788864838e-08
rubygems active_link_to 7.953723788864838e-08
rubygems pry-byebug 7.953723788864838e-08
npm parents 7.795444685466329e-08
npm coverify 7.795444685466329e-08
pypi ExoPix 7.615267457423733e-08
pypi sphinx-basic-ng 7.382049891540174e-08
npm connect-timeout 7.304440214263601e-08
npm csv-writer 7.304440214263601e-08
rubygems coffee-rails 7.304440214263601e-08
rubygems fastimage 7.304440214263601e-08
rubygems image_processing 7.304440214263601e-08
rubygems jquery-rails 7.304440214263601e-08
rubygems rotp 7.304440214263601e-08
rubygems sass-rails 7.304440214263601e-08
rubygems reverse_markdown 7.304440214263601e-08
rubygems diffy 7.304440214263601e-08
rubygems rqrcode 7.304440214263601e-08
rubygems will_paginate-bootstrap 7.304440214263601e-08
rubygems aws-sdk-s3 7.304440214263601e-08
rubygems whenever 7.304440214263601e-08
rubygems flamegraph 7.304440214263601e-08
rubygems rack-mini-profiler 7.304440214263601e-08
rubygems thwait 7.304440214263601e-08
rubygems rmagick 7.304440214263601e-08
rubygems minitest-ci 7.304440214263601e-08
npm csv-write-stream 7.304440214263477e-08
rubygems counter_culture 7.304440214263477e-08
rubygems rails-html-sanitizer 7.304440214263477e-08
rubygems devise 7.304440214263477e-08
rubygems premailer-rails 7.304440214263477e-08
rubygems rails-controller-testing 7.304440214263477e-08
rubygems letter_opener_web 7.304440214263477e-08
pypi caracal 7.158351409978442e-08
cran enviPick 7.158351409978317e-08
pypi gviz-api 7.086767895878584e-08
pypi opensearch-py 6.883030201902262e-08
pypi jupyterlab-thredds 6.753161707526686e-08
pypi tagore 6.753161707526686e-08
pypi tidynamics 6.561822125813489e-08
npm vx 6.391385187480699e-08
npm is-blob 6.327471335605793e-08
npm eslint-config-richienb 6.327471335605793e-08
npm fetch-blob 6.327471335605793e-08
npm blob-polyfill 6.327471335605793e-08
pypi icecream 6.279255622787978e-08
pypi comet 6.279255622787978e-08
pypi sendgrid 6.279255622787978e-08
npm aproba 6.066399499981657e-08
npm chownr 6.066399499981657e-08
npm concat-map 6.066399499981657e-08
npm console-control-strings 6.066399499981657e-08
npm deep-extend 6.066399499981657e-08
pypi trustme 5.90563991323209e-08
pypi aft-pytorch 5.772864040305115e-08
pypi flowTorch 5.5924620390455644e-08
go github.com/blang/semver 5.1872111666509476e-08
go github.com/buger/goterm 5.1872111666509476e-08
go github.com/checkpoint-restore/checkpointctl 5.1872111666509476e-08
go github.com/checkpoint-restore/go-criu/v5 5.1872111666509476e-08
go github.com/container-orchestrated-devices/container-device-interface 5.1872111666509476e-08
go github.com/containers/buildah 5.1872111666509476e-08
go github.com/containers/conmon 5.1872111666509476e-08
go github.com/containers/ocicrypt 5.1872111666509476e-08
go github.com/containers/psgo 5.1872111666509476e-08
go github.com/containers/storage 5.1872111666509476e-08
go github.com/coreos/go-systemd/v22 5.1872111666509476e-08
go github.com/coreos/stream-metadata-go 5.1872111666509476e-08
go github.com/digitalocean/go-qemu 5.1872111666509476e-08
go github.com/docker/go-connections 5.1872111666509476e-08
go github.com/docker/go-plugins-helpers 5.1872111666509476e-08
go github.com/docker/go-units 5.1872111666509476e-08
go github.com/dtylman/scp 5.1872111666509476e-08
go github.com/godbus/dbus/v5 5.1872111666509476e-08
go github.com/google/gofuzz 5.1872111666509476e-08
go github.com/gorilla/handlers 5.1872111666509476e-08
go github.com/gorilla/schema 5.1872111666509476e-08
go github.com/hashicorp/go-multierror 5.1872111666509476e-08
go github.com/json-iterator/go 5.1872111666509476e-08
go github.com/mrunalp/fileutils 5.1872111666509476e-08
go github.com/nxadm/tail 5.1872111666509476e-08
go github.com/pmezard/go-difflib 5.1872111666509476e-08
go github.com/rootless-containers/rootlesskit 5.1872111666509476e-08
go github.com/stretchr/testify 5.1872111666509476e-08
go github.com/syndtr/gocapability 5.1872111666509476e-08
go github.com/uber/jaeger-client-go 5.1872111666509476e-08
go github.com/vbauerster/mpb/v7 5.1872111666509476e-08
go github.com/vishvananda/netlink 5.1872111666509476e-08
go go.etcd.io/bbolt 5.1872111666509476e-08
go golang.org/x/text 5.1872111666509476e-08
go google.golang.org/protobuf 5.1872111666509476e-08
go gopkg.in/inf.v0 5.1872111666509476e-08
pypi PySDM 5.113108149984521e-08
pypi django-timezone-field 5.0410925422382276e-08
pypi firebase-admin 5.0410925422382276e-08
pypi GromacsWrapper 5.0410925422382276e-08
pypi heat 5.0410925422382276e-08
pypi duecredit 5.0410925422382276e-08
pypi ipyevents 4.902980417793338e-08
pypi liionpack 4.31225988552911e-08
pypi asciimatics 4.260923458320445e-08
pypi scikit-mdr 4.1686869975756335e-08
pypi PySide6 4.067245119305848e-08
pypi ldap3 4.0265726681128114e-08
pypi xpress 3.9370932754880806e-08
pypi jmp 3.61569790606048e-08
rubygems coffee-script 3.61569790606048e-08
npm text-table 3.407099949941624e-08
pypi pytest-parallel 3.3836027089075366e-08
pypi pika 3.0812034329906934e-08
pypi pyobjc-framework-CFNetwork 3.028533288836985e-08
pypi twistedchecker 3.028533288836985e-08
npm utfx 2.952819956616045e-08
cran OAIHarvester 2.952819956616045e-08
rubygems hoe-rubygems 2.4117156995661547e-08
rubygems hoe-git 2.4117156995661547e-08
pypi aiohttp-remotes 2.2497675859931757e-08
cran uroot 2.2008595949933437e-08
pypi geomet 1.2303416485900291e-08
npm babel-plugin-transform-remove-undefined 5.447127497608474e-09
npm babel-plugin-transform-property-literals 5.447127497608474e-09
npm babel-plugin-minify-type-constructors 5.447127497608474e-09

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.