RSEPedia Top R 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.

Software Credit

Manager Name Credit
cran R 0.01629755279855402
cran jsonlite 0.011568953899892546
cran testthat 0.011062924143371651
cran httr 0.008386380560680078
cran knitr 0.0077775747118514465
cran rmarkdown 0.0073187716390894254
cran utils 0.00688012517044837
cran methods 0.006521078760974912
cran covr 0.005857022894093165
cran tidyr 0.003760088201463845
cran magrittr 0.0029270487378193003
cran rlang 0.0028102602969928567
cran stats 0.0027103000301733435
cran withr 0.002335418207836079
cran tibble 0.0021717478592994453
cran yaml 0.0021477209137403634
cran Rcpp 0.0019278212725253902
cran tools 0.0018896323044366025
cran curl 0.001753190056168962
cran grDevices 0.0016651809996110396
cran vctrs 0.0016049568557280093
cran R6 0.0016035229869139915
cran graphics 0.0016014389276026663
cran ggplot2 0.00156976765110623
cran pryr 0.0014928672122312978
cran crayon 0.0014723337326330906
cran dplyr 0.0014005280745683817
cran glue 0.001316976116565083
cran spelling 0.0012455584341700397
cran htmltools 0.0010919582041200974
cran digest 0.0010717721552698167
cran roxygen2 0.0010587176035313803
cran MASS 0.0009509750284708963
cran tinytest 0.0009499904571372262
cran lattice 0.0009164678762609802
cran rstudioapi 0.0008688801859628114
cran mockery 0.0008582052168253327
cran stringi 0.0008391801743484772
cran xml2 0.0008242911621551091
cran cli 0.0008217671660111508
cran bit64 0.0008210643998028367
cran rbenchmark 0.0008087288251108361
cran shiny 0.0008053083118394208
cran pillar 0.0007916576932939766
cran purrr 0.0007811017744432887
cran lifecycle 0.0007676224558576714
cran callr 0.0007421606848749209
cran tidyselect 0.0007303160163586798
cran grid 0.0007028899302372416
cran DBI 0.0006710709258649452
cran zoo 0.0006597001726356536
cran sp 0.0006501447925200265
cran RSQLite 0.00063079534026997
cran pracma 0.0006230489251011003
cran stringr 0.0006213168282104085
cran hms 0.0006075772943478242
cran parallel 0.0006023493980138774
cran processx 0.0006011955566996529
cran htmlwidgets 0.0005983492747342461
cran markdown 0.0005874457693039913
cran bitops 0.0005539723579846032
cran scales 0.0005346570109588952
cran R.utils 0.0005057735835275882
cran microbenchmark 0.00048579597093186666
cran nycflights13 0.00047271201406523153
cran RColorBrewer 0.0004510421408376194
cran broom 0.00044192270104124695
cran Matrix 0.0004410531516990176
cran xts 0.0004298880113175297
cran ellipsis 0.0004253396600751398
cran maptools 0.00042486787843259944
cran plyr 0.0004191800144574084
cran nanotime 0.0004137072083772703
cran bench 0.00041287678025152627
cran bit 0.00041218227149557627
cran mime 0.0004116656204531483
cran fs 0.00039787996167193725
cran rgl 0.0003947317271073276
cran sf 0.0003927074507523595
cran generics 0.0003925614967414742
cran evaluate 0.0003802208670913693
cran rgeos 0.00037978855486447646
cran webmockr 0.0003709774849706166
cran unix 0.00036924417549433116
cran pkgload 0.0003564652570137613
cran mvtnorm 0.0003561045463080876
cran tcltk 0.00034835948842261227
cran httpcode 0.00034324928489726263
cran usethis 0.0003395435413654622
cran maps 0.00033010240597910166
cran blob 0.0003184321389453192
cran nlme 0.0003140873231087555
cran data.table 0.0003130482674460213
cran httpuv 0.00030580407152883414
cran fauxpas 0.0003010993225709803
cran urltools 0.0003004571750494724
cran lubridate 0.00029985729049466267
cran ncdf4 0.0002978484469471683
cran dbplyr 0.0002939266947840992
cran pkgconfig 0.0002930029290869124
cran igraph 0.0002911067955453011
cran rprojroot 0.0002895108604444681
cran numDeriv 0.0002876124253586235
cran png 0.00028227194154275837
cran brio 0.0002750063082113288
cran gtable 0.00027426351338655426
cran rcrossref 0.00027358793324775354
cran RPostgreSQL 0.00027113362300823735
cran waldo 0.00027055666305265865
cran XML 0.0002595847897264114
cran ragg 0.0002514114835477149
cran pkgKitten 0.00024920574270290575
cran foreach 0.00024815531042934815
cran pkgbuild 0.0002468527682863477
cran xfun 0.0002462910681211516
cran rgdal 0.0002454476212711324
cran simplermarkdown 0.00024337731790854362
cran inline 0.00024015086465412525
cran mockr 0.00023970580109884925
cran RCurl 0.00023891553706904763
cran survival 0.0002373067973418211
cran mgcv 0.00023445666574948383
cran Lahman 0.0002317850807251911
cran vdiffr 0.0002272411793804197
cran lobstr 0.00022318219888037166
cran RMySQL 0.00021933599801234792
cran abind 0.00021873621744760986
cran DiagrammeR 0.0002145701149969366
cran winch 0.00021232803097028882
cran hexbin 0.0002109095559026764
cran munsell 0.00020884306629092645
cran datasets 0.00020825638316274684
cran formattable 0.00020480771768466354
cran webutils 0.0002035430754022177
cran bslib 0.0001979924454024507
cran crul 0.00019660556138304837
cran mapproj 0.00019450146795375103
cran rappdirs 0.0001931715116916081
cran fansi 0.00019284889119520479
cran iterators 0.00019238314822508053
cran doParallel 0.00019229441419030076
cran rstan 0.00019126248392642501
cran rpart 0.00018994673704829563
cran chron 0.0001890799646389376
cran ps 0.00018355114178596963
cran devtools 0.00017985464718540565
cran ape 0.0001718511017664121
cran vroom 0.0001709325694706922
cran readr 0.00016891055548447743
cran itertools 0.00016874603768169097
cran graph 0.000167900176297963
cran whoami 0.0001627784119125852
cran timeDate 0.00016161891602707137
cran SnowballC 0.0001605078432478946
cran tis 0.00015901404754621918
cran sys 0.00015877190260546806
cran rJava 0.00015815086818458214
cran Hmisc 0.0001543749398643609
cran forcats 0.00015347961006551534
cran raster 0.00015295834029741736
cran patchwork 0.00015271521820253703
cran clipr 0.0001508185496520209
cran desc 0.00014809971075888193
cran SparseM 0.00014774587689108507
cran sass 0.00014402960599877823
cran assertthat 0.00014388544732290385
cran isotree 0.000141206675224647
cran svglite 0.00014060152947984632
cran gridExtra 0.0001386279105174197
cran expm 0.00013797747561671177
cran terra 0.00013772843451641457
cran interp 0.00013764455523409413
cran quantreg 0.00013513767789274938
cran DT 0.00013471921110982506
cran lwgeom 0.0001346766246999077
cran ggplot2movies 0.0001335551450797885
cran multcomp 0.0001320072690245848
cran RUnit 0.00013163690242937252
cran profvis 0.0001312075841041788
cran tzdb 0.00013105561548200074
cran isoband 0.00012865364414170225
cran gstat 0.0001277611847812643
cran magick 0.00012694856992456242
cran future 0.00012521891085553894
cran codetools 0.00012209322663015115
cran askpass 0.00012003183875800184
cran cachem 0.0001200139978359652
cran promises 0.00011571663622149593
cran prettyunits 0.00011407370642029368
cran reshape2 0.00011364660964654144
cran nnet 0.00011313412133699799
cran stats4 0.00011095651121188504
cran lme4 0.00010924139421172882
cran sfheaders 0.00010616583178099293
cran insight 0.00010614340061739852
cran base64enc 0.00010551640898169231
cran viridisLite 0.00010479050226457495
cran parameters 0.00010474736535694932
cran R.methodsS3 0.00010399888519986666
cran tinytex 0.00010387444436194119
cran deldir 0.00010312737864617835
cran jquerylib 0.00010077120078185615
cran downlit 0.00010068152109064701
cran Cairo 9.992322822884492e-05
cran R.oo 9.63450554960339e-05
cran sfsmisc 9.632197304229363e-05
cran fields 9.591859431470064e-05
cran lintr 9.58839544770674e-05
cran openssl 9.52643038526728e-05
cran dichromat 9.31510063786804e-05
cran uuid 9.30830991176123e-05
cran outsider.base 9.308002652033462e-05
cran fastmatch 9.302004235486857e-05
cran testit 9.24865487835606e-05
cran googleCloudStorageR 9.22946006010925e-05
cran tidyverse 9.156795279873563e-05
cran googleAuthR 9.041006673597078e-05
cran dygraphs 8.902119778780355e-05
cran aws.s3 8.847745259849766e-05
cran backports 8.841618268479037e-05
cran triebeard 8.816327021822848e-05
cran DBItest 8.762822991841152e-05
cran memoise 8.723117697054395e-05
cran splines 8.711898508045707e-05
cran rasterVis 8.579434547087452e-05
cran rjson 8.552158912172553e-05
cran tuneR 8.47240051347882e-05
cran mapiso 8.47240051347882e-05
cran readxl 8.40416507035837e-05
cran spatstat.linnet 8.341361232136841e-05
cran praise 8.301972165351276e-05
cran labeling 8.287778000446263e-05
cran diffviewer 8.228628482791999e-05
cran rprintf 8.075353719034436e-05
cran MatrixModels 8.003000461277708e-05
cran future.apply 7.985450239011756e-05
cran spdep 7.866090115525897e-05
cran shinyjs 7.826189397713424e-05
cran pdftools 7.812446976651338e-05
cran spatstat.utils 7.764708472188189e-05
cran spatstat 7.711305744797072e-05
cran spatstat.geom 7.697286760899473e-05
cran mapview 7.624398130477871e-05
cran performance 7.541365124334872e-05
cran reticulate 7.538321991367625e-05
cran qs 7.486081776634312e-05
cran asciicast 7.47760139428604e-05
cran gh 7.462954921928342e-05
cran KernSmooth 7.302742745454007e-05
cran commonmark 7.270135222575738e-05
cran exactextractr 7.186068799962502e-05
cran jpeg 7.181802859913461e-05
cran viridis 7.168341648231843e-05
cran cellranger 7.150876375511458e-05
cran RPostgres 7.149234843676176e-05
cran boot 7.101802418453879e-05
cran rvest 7.099219730993193e-05
cran V8 7.088374169782887e-05
cran cluster 7.087204842080233e-05
cran later 7.07522741780857e-05
cran igraphdata 7.071625973569254e-05
cran xtable 7.069135272369515e-05
cran cowplot 7.064384468579509e-05
cran taxa 7.06033376123235e-05
cran vegdata 7.06033376123235e-05
cran webp 6.906717573784025e-05
cran units 6.878793721826791e-05
cran showtext 6.860071422973301e-05
cran phangorn 6.739122351351953e-05
cran rsconnect 6.663965998602682e-05
cran getPass 6.658530432306698e-05
cran spatstat.random 6.651686668642097e-05
cran crosstalk 6.62192556547911e-05
cran whisker 6.614632073084371e-05
cran nleqslv 6.485559989123356e-05
cran prettydoc 6.296939900444079e-05
cran tesseract 6.296144063250159e-05
cran katex 6.21785118873534e-05
cran WikidataR 6.213016123799179e-05
cran tufte 6.199617109369374e-05
cran listenv 6.134013678296755e-05
cran gifski 6.019421170282239e-05
cran R.rsp 5.98149278285918e-05
cran selectr 5.9726863787877147e-05
cran combinat 5.949427518956458e-05
cran randomForest 5.939716069270349e-05
cran fastmap 5.933668664280184e-05
cran progress 5.856335879331025e-05
cran egg 5.814747267160478e-05
cran WRS2 5.81418131006289e-05
cran styler 5.788045260318466e-05
cran flashClust 5.781075602999797e-05
cran sodium 5.712604672007896e-05
cran colorspace 5.666468297531537e-05
cran webshot 5.6368347339555575e-05
cran s2 5.574141624659431e-05
cran coda 5.541789160300315e-05
cran formatR 5.4934541949744745e-05
cran lazyeval 5.4782500971783586e-05
cran jose 5.411989217602155e-05
cran gee 5.3199385609410766e-05
cran globals 5.286366300001111e-05
cran odbc 5.2739002830720383e-05
cran ggrepel 5.269584129195663e-05
cran rstanarm 5.164931967035003e-05
cran visNetwork 5.157995790091972e-05
cran hunspell 5.066918659973851e-05
cran e1071 5.026326162821423e-05
cran stars 4.883771490973488e-05
cran qpdf 4.836125499455238e-05
cran RMariaDB 4.824341003940923e-05
cran car 4.81961483983234e-05
cran targets 4.8064235359215996e-05
cran plotly 4.791351935356169e-05
cran gtools 4.76971298872845e-05
cran txtplot 4.7068891741548995e-05
cran LaF 4.7068891741548995e-05
cran codemetar 4.65982028241335e-05
cran see 4.636002449416359e-05
cran effectsize 4.626930544341127e-05
cran psych 4.576886726578344e-05
cran classInt 4.4492368178644175e-05
cran shape 4.407496954291889e-05
cran highr 4.3576183492608604e-05
cran gamm4 4.335593556338433e-05
cran zip 4.316273637407089e-05
cran statnet.common 4.315737077886354e-05
cran bayestestR 4.30207771602286e-05
cran tikzDevice 4.2782117719577634e-05
cran palmerpenguins 4.248449684054218e-05
cran gert 4.2447107614830196e-05
cran leaflet 4.2366184379324655e-05
cran checkmate 4.206274293236513e-05
cran JuliaCall 4.187827326824746e-05
cran survminer 4.1551246537396125e-05
cran tmap 4.15359849751423e-05
cran git2r 4.111464202156318e-05
cran modelbased 4.076062576704426e-05
cran pingr 4.0549917060294064e-05
cran mapdata 4.0134677916765854e-05
cran pool 3.997262535658372e-05
cran forecast 3.981529892663397e-05
cran class 3.9495906400478626e-05
cran tseries 3.9175675713954195e-05
cran vcr 3.793676289020594e-05
cran taxize 3.7888776820099044e-05
cran slam 3.784913352523787e-05
cran kableExtra 3.781413276073215e-05
cran gplots 3.7596731841237944e-05
cran caret 3.697581488900489e-05
cran dendextend 3.689593519641276e-05
cran here 3.670566420186468e-05
cran rnaturalearth 3.630779911451101e-05
cran poorman 3.59604284085683e-05
cran network 3.533238781406923e-05
cran Seurat 3.518202881377521e-05
cran tripack 3.45165652439445e-05
cran shinytest 3.4440604780344174e-05
cran spatstat.data 3.4260177511755445e-05
cran polyclip 3.4139806908265174e-05
cran brew 3.400006482118094e-05
cran animation 3.381231113308191e-05
cran recipes 3.369766542306968e-05
cran shinycssloaders 3.3335559730100504e-05
cran plotrix 3.322716606566369e-05
cran timeSeries 3.2918116053934575e-05
cran fts 3.2918116053934575e-05
cran spatstat.core 3.2672686595294794e-05
cran shinydisconnect 3.26034136207013e-05
cran gapminder 3.223056583881003e-05
cran irlba 3.219283734936384e-05
cran credentials 3.218676205052971e-05
cran ggpubr 3.215376200675742e-05
cran rex 3.213734579780681e-05
cran robustbase 3.181590056285179e-05
cran reactlog 3.1785733487863933e-05
cran sourcetools 3.1785733487863933e-05
cran fontawesome 3.1785733487863933e-05
cran strucchange 3.165835078710898e-05
cran conflicted 3.1351254261569724e-05
cran argon2 3.1229116999816616e-05
cran golem 3.095044111827557e-05
cran ade4 3.067937286523266e-05
cran datawizard 3.0360803881656717e-05
cran fANCOVA 3.0258573262424354e-05
cran poibin 3.0258573262424354e-05
cran pbkrtest 3.0209546163708513e-05
cran lavaan 3.0152532138852353e-05
cran lars 2.9935504803284006e-05
cran rbibutils 2.968669786567732e-05
cran RhpcBLASctl 2.954572178081322e-05
cran mmand 2.9530538145938734e-05
cran RNifti 2.9530538145938734e-05
cran latticeExtra 2.94607456274699e-05
cran circlize 2.945440710000538e-05
cran ggforce 2.91334021437066e-05
cran gridGraphics 2.904482849722547e-05
cran zeallot 2.9017971758664954e-05
cran wk 2.8495594584884323e-05
cran utf8 2.841760169058945e-05
cran pbdMPI 2.79589216944801e-05
cran RcppTOML 2.7770622051354447e-05
cran sna 2.7653029736630517e-05
cran janitor 2.7414018015533505e-05
cran Rdpack 2.7338480643651725e-05
cran lpSolve 2.7261381952956848e-05
cran cba 2.6962578541990408e-05
cran colorRamps 2.6476251604621308e-05
cran geoaxe 2.6476251604621308e-05
cran spbabel 2.6476251604621308e-05
cran paletteer 2.6476251604621308e-05
cran statsExpressions 2.6476251604621308e-05
cran pbapply 2.6009315099615743e-05
cran emmeans 2.5978804158469534e-05
cran shinydashboard 2.583820428659974e-05
cran miniUI 2.5750521926558527e-05
cran rnaturalearthdata 2.553823583348615e-05
cran IRdisplay 2.5478892164137817e-05
cran matlab 2.5225437832385842e-05
cran parallelly 2.504493205542371e-05
cran fstcore 2.498434877061321e-05
cran nortest 2.4918825039643586e-05
cran openair 2.4918825039643586e-05
cran rsvg 2.463866242394355e-05
cran webfakes 2.4514002103410907e-05
cran av 2.4421673539913586e-05
cran mclust 2.43935981873867e-05
cran VGAM 2.4209314395034263e-05
cran futile.logger 2.3612762558365902e-05
cran graphql 2.3587488891083246e-05
cran glmnet 2.3574305722091372e-05
cran TTR 2.3563863928112966e-05
cran mlbench 2.320802438257251e-05
cran spatial 2.3193104341023736e-05
cran foreign 2.31876711560053e-05
cran BayesFactor 2.3176914279602794e-05
cran stopwords 2.3164283921797887e-05
cran spam 2.3103984845151996e-05
cran RJSONIO 2.2819668847098437e-05
cran remotes 2.2786484957409437e-05
cran brms 2.2731343040513245e-05
cran gam 2.2580021233345578e-05
cran config 2.2404238771381808e-05
cran dunn.test 2.2295790824944263e-05
cran hoardr 2.1716117769315716e-05
cran rematch 2.143988018827557e-05
cran reactable 2.142410435093363e-05
cran tm 2.141122632470949e-05
cran shinyAce 2.1213158674309947e-05
cran genalg 2.118100128369705e-05
cran segmented 2.117410759135378e-05
cran shinydashboardPlus 2.1147563367591838e-05
cran modelr 2.1045166601551605e-05
cran lmtest 2.104447662451835e-05
cran gmp 2.1001022569925767e-05
cran mnormt 2.0991702189967735e-05
cran semver 2.0908674124335242e-05
cran lsa 2.0801124630239437e-05
cran sandwich 2.0381972896253265e-05
cran GGally 2.0098367462548945e-05
cran gbRd 1.980122198084329e-05
cran statmod 1.9406589059436093e-05
cran plotROC 1.9255455712451862e-05
cran caTools 1.909903097126126e-05
cran SeuratObject 1.9074574701656385e-05
cran RANN 1.9000456383994386e-05
cran mondate 1.894975001689075e-05
cran DAAG 1.894975001689075e-05
cran SuppDists 1.8930519897304237e-05
cran qlcMatrix 1.8803371100072556e-05
cran minqa 1.8772847869822707e-05
cran ggseqlogo 1.8700675336272812e-05
cran RcppRoll 1.8683024501869735e-05
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cran strex 3.5301668806162014e-07
cran gdalUtilities 3.5301668806162014e-07
cran rCAT 3.5301668806162014e-07
cran repr 3.2586155821073176e-07
cran odin 3.2586155821073176e-07
cran pwr 3.2586155821072583e-07
cran bib2df 3.2586155821072583e-07
cran R2jags 3.2586155821072583e-07
cran plumber 3.2586155821072583e-07
cran tictoc 3.2586155821072583e-07
cran waiter 3.2586155821072583e-07
cran likert 3.2586155821072583e-07
cran outsider 3.025857326242467e-07
cran anomalize 3.025857326242467e-07
cran cmocean 3.025857326242467e-07
cran ProFit 3.025857326242467e-07
cran sphereplot 3.025857326242467e-07
cran RcppEigen 3.025857326242467e-07
cran ggwordcloud 3.025857326242467e-07
cran akmedoids 3.025857326242467e-07
cran bestglm 3.025857326242467e-07
cran GGMncv 3.025857326242467e-07
cran webdriver 3.025857326242467e-07
cran depmixS4 3.025857326242467e-07
cran GeoLight 3.025857326242467e-07
cran MultinomialCI 3.025857326242467e-07
cran qdapRegex 2.824133504492914e-07
cran iotools 2.824133504492914e-07
cran COVID19 2.824133504492914e-07
cran cmdfun 2.824133504492914e-07
cran biomartr 2.647625160462166e-07
cran ggnewscale 2.647625160462136e-07
cran ggpointdensity 2.647625160462136e-07
cran rplos 2.647625160462136e-07
cran microdemic 2.647625160462136e-07
cran aRxiv 2.647625160462136e-07
cran codemeta 2.647625160462136e-07
cran greta 2.647625160462136e-07
cran dplR 2.647625160462136e-07
cran lunar 2.647625160462136e-07
cran UNF 2.647625160462136e-07
cran osmextract 2.647625160462136e-07
cran smoothr 2.647625160462136e-07
cran sortable 2.647625160462136e-07
cran BSDA 2.647625160462136e-07
cran shinyMatrix 2.647625160462136e-07
cran shinyvalidate 2.647625160462136e-07
cran RaMS 2.647625160462136e-07
cran esquisse 2.647625160462136e-07
cran ggnetwork 2.647625160462136e-07
cran randomcoloR 2.647625160462136e-07
cran slippymath 2.4918825039643617e-07
cran leaflet.extras 2.4918825039643617e-07
cran biwavelet 2.491882503964332e-07
cran wpp2015 2.466963678924711e-07
cran FedData 2.3534445870774578e-07
cran workflowsets 2.3534445870774578e-07
cran blockCV 2.3534445870774578e-07
cran smoother 2.3534445870774578e-07
cran ptw 2.3534445870774578e-07
cran dataRetrieval 2.3534445870774578e-07
cran rnoaa 2.3534445870774578e-07
cran fossil 2.3534445870774578e-07
cran longitudinalData 2.3299101412066895e-07
cran nabor 2.2295790824944367e-07
cran turner 2.2295790824944367e-07
cran blocksdesign 2.2295790824944367e-07
cran rvcheck 2.2295790824944367e-07
cran shinyhelper 2.2295790824944367e-07
cran bsplus 2.2295790824944367e-07
cran sensitivity 2.118100128369715e-07
cran EasyABC 2.118100128369715e-07
cran summarytools 2.017238217494968e-07
cran pastecs 2.017238217494968e-07
cran desplot 2.017238217494968e-07
cran agricolae 2.017238217494968e-07
cran PairedData 2.017238217494968e-07
cran JBrowseR 2.017238217494968e-07
cran harmonicmeanp 1.9255455712451818e-07
cran NBPSeq 1.9255455712451818e-07
cran rmdformats 1.9255455712451818e-07
cran ggtern 1.8418261985823427e-07
cran dams 1.8418261985823427e-07
cran reservoir 1.8418261985823427e-07
cran DescTools 1.8418261985823427e-07
cran coloc 1.8418261985823427e-07
cran coro 1.823407936596532e-07
cran ucminf 1.747432605905017e-07
cran audio 1.4977993764899976e-07
cran enviPick 8.47240051347883e-08
cran OAIHarvester 3.494865211810004e-08
cran uroot 2.6048684808521988e-08

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.