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You can use the powerful R programming language to create visuals in the Power BI service. The Power BI service supports almost thousand packages.
The following sections provide an alphabetical table of which R packages are supported in Power BI, and which aren't. For more information about R in Power BI, see the R visuals article.
Requirements and limitations of R packages
- The Power BI service supports R packages with free and open-source software licenses such as GPL-2, GPL-3, MIT+, and so on.
- The Power BI service supports packages published in the Comprehensive R Archive Network (CRAN). The service doesn't support private or custom R packages. Users are encouraged to make their private packages available on CRAN prior to requesting the package be available in the Power BI service.
- The Power BI Desktop has two variations for R packages:
- For R visuals, you can install any package, including custom R packages
- For Custom R visuals, only public CRAN packages are supported for autoinstallation of the packages
- For security and privacy reasons, R packages that provide client-server queries over the web, such as RgoogleMaps, in the service, aren't supported. Networking is blocked for such attempts. See the following section for a list of supported and unsupported R packages.
- The approval process for including a new R package has a tree of dependencies. Some dependencies required to be installed in the service can't be supported.
For reports in Premium/Fabric backed workspaces
- Current R runtime: R 4.3.3
R packages that are supported in the Power BI service
The following table shows which packages are supported in Power BI for reports in Premium/Fabric backed workspaces and Pro/PPU licenses.
| Package | Version |
|---|---|
| abc | 2.2.1 |
| abc.data | 1.1 |
| abind | 1.4-5 |
| acepack | 1.4.2 |
| actuar | 3.3-4 |
| ade4 | 1.7-22 |
| adegenet | 2.1.10 |
| AdMit | 2.1.9 |
| AER | 1.2-13 |
| agricolae | 1.3-7 |
| AlgDesign | 1.2.1 |
| alluvial | 0.1-2 |
| andrews | 1.1.2 |
| anomalize | 0.3.0 |
| anytime | 0.3.9 |
| aod | 1.3.3 |
| apcluster | 1.4.13 |
| ape | 5.8 |
| aplpack | 1.3.5 |
| approximator | 1.2-8 |
| arm | 1.14-4 |
| arsenal | 3.6.3 |
| arules | 1.7-8 |
| arulesViz | 1.5.3 |
| ash | 1.0-15 |
| askpass | 1.2.0 |
| assertthat | 0.2.1 |
| audio | 0.1-11 |
| autocogs | 0.1.4 |
| automap | 1.1-12 |
| aweek | 1.0.3 |
| BACCO | 2.1-0 |
| backports | 1.5.0 |
| BaM | 1.0.3 |
| BAS | 1.7.1 |
| base64 | 2.0.1 |
| base64enc | 0.1-3 |
| BayesDA | 2012.04-1 |
| BayesFactor | 0.9.12-4.7 |
| bayesGARCH | 2.1.10 |
| bayesm | 3.1-6 |
| bayesmix | 0.7-6 |
| bayesplot | 1.11.1 |
| bayesQR | 2.4 |
| bayesSurv | 3.7 |
| bayestestR | 0.14.0 |
| BayesTree | 0.3-1.5 |
| BayesX | 0.3-3 |
| BCBCSF | 1.0-1 |
| BDgraph | 2.73 |
| beanplot | 1.3.1 |
| beepr | 2 |
| beeswarm | 0.4.0 |
| benford.analysis | 0.1.5 |
| BenfordTests | 1.2.0 |
| bfp | 0.0-48 |
| BH | 1.84.0-0 |
| bibtex | 0.5.1 |
| biglm | 0.9-3 |
| bindr | 0.1.1 |
| bindrcpp | 0.2.3 |
| binom | 1.1-1.1 |
| BiocManager | 1.30.25 |
| bit | 4.0.5 |
| bit64 | 4.0.5 |
| bitops | 1.0-8 |
| bizdays | 1.0.16 |
| blandr | 0.6.0 |
| blme | 1.0-5 |
| blob | 1.2.4 |
| BLR | 1.6 |
| BMA | 3.18.17 |
| bmp | 0.3 |
| BMS | 0.3.5 |
| bnlearn | 4.8.3 |
| boa | 1.1.8-2 |
| BoolNet | 2.1.9 |
| Boom | 0.9.15 |
| BoomSpikeSlab | 1.2.6 |
| boot | 1.3-31 |
| bootstrap | 2019.6 |
| Boruta | 8.0.0 |
| bqtl | 1.0-36 |
| BradleyTerry2 | 1.1-2 |
| brew | 1.0-10 |
| brglm | 0.7.2 |
| brio | 1.1.5 |
| broom | 1.0.6 |
| broom.helpers | 1.17.0 |
| broom.mixed | 0.2.9.5 |
| bslib | 0.8.0 |
| bspec | 1.6 |
| bspmma | 0.1-2 |
| bsts | 0.9.10 |
| bupaR | 0.5.4 |
| C50 | 0.1.8 |
| ca | 0.71.1 |
| cachem | 1.1.0 |
| Cairo | 1.6-2 |
| cairoDevice | 2.28.2.2 |
| calibrate | 1.7.7 |
| calibrator | 1.2-8 |
| callr | 3.7.6 |
| car | 3.1-2 |
| carData | 3.0-5 |
| cards | 0.2.2 |
| caret | 6.0-94 |
| catnet | 1.16.1 |
| caTools | 1.18.3 |
| cclust | 0.6-26 |
| cellranger | 1.1.0 |
| ChainLadder | 0.2.19 |
| changepoint | 2.2.4 |
| checkmate | 2.3.2 |
| checkpoint | 1.0.2 |
| chk | 0.9.2 |
| choroplethrMaps | 1.0.1 |
| chron | 2.3-61 |
| circlize | 0.4.16 |
| Ckmeans.1d.dp | 4.3.5 |
| class | 7.3-22 |
| classInt | 0.4-10 |
| cli | 3.6.3 |
| ClickClust | 1.1.6 |
| clickstream | 1.3.3 |
| clipr | 0.8.0 |
| clock | 0.7.1 |
| clue | 0.3-65 |
| cluster | 2.1.6 |
| clv | 0.3-2.4 |
| cmprsk | 2.2-12 |
| coda | 0.19-4.1 |
| codetools | 0.2-20 |
| coefplot | 1.2.8 |
| coin | 1.4-3 |
| collapsibleTree | 0.1.8 |
| colorRamps | 2.3.4 |
| colorspace | 2.1-1 |
| colourpicker | 1.3.0 |
| colourvalues | 0.3.9 |
| combinat | 0.0-8 |
| commonmark | 1.9.1 |
| compositions | 2.0-8 |
| CompQuadForm | 1.4.3 |
| confintr | 1.0.2 |
| conflicted | 1.2.0 |
| conquer | 1.3.3 |
| contfrac | 1.1-12 |
| CORElearn | 1.57.3 |
| corpcor | 1.6.10 |
| corrgram | 1.14 |
| corrplot | 0.94 |
| covr | 3.6.4 |
| cowplot | 1.1.3 |
| cplm | 0.7-12 |
| cpp11 | 0.5.0 |
| crayon | 1.5.2 |
| credentials | 2.0.1 |
| crosstalk | 1.2.1 |
| crul | 1.5.0 |
| ctv | 0.9-5 |
| cubature | 2.0.4.6 |
| Cubist | 0.4.4 |
| curl | 5.2.1 |
| cvar | 0.5 |
| CVST | 0.2-3 |
| cvTools | 0.3.3 |
| d3heatmap | 0.6.1.2 |
| d3Network | 0.5.2.1 |
| d3r | 1.1.0 |
| data.table | 1.15.4 |
| data.tree | 1.1.0 |
| datasauRus | 0.1.8 |
| datawizard | 0.12.3 |
| date | 1.2-42 |
| DBI | 1.2.3 |
| dbplyr | 2.5.0 |
| dbscan | 1.2-0 |
| dclone | 2.3-2 |
| dcurver | 0.9.2 |
| ddalpha | 1.3.15 |
| deal | 1.2-42 |
| debugme | 1.2.0 |
| decido | 0.3.0 |
| deepnet | 0.2.1 |
| deldir | 2.0-4 |
| dendextend | 1.17.1 |
| DEoptimR | 1.1-3 |
| Deriv | 4.1.3 |
| desc | 1.4.3 |
| descr | 1.1.8 |
| deSolve | 1.4 |
| devtools | 2.4.5 |
| diagram | 1.6.5 |
| DiagrammeR | 1.0.11 |
| DiagrammeRsvg | 0.1 |
| dials | 1.3.0 |
| DiceDesign | 1.1 |
| dichromat | 2.0-0.1 |
| diffobj | 0.3.5 |
| digest | 0.6.33 |
| dimRed | 0.2.6 |
| diptest | 0.77-1 |
| distcrete | 1.0.3 |
| distributional | 0.4.0 |
| DistributionUtils | 0.6-1 |
| distrom | 1.0.1 |
| dlm | 1.1-6 |
| DMwR | 0.4.1 |
| doBy | 4.6.22 |
| doFuture | 1.0.1 |
| doParallel | 1.0.17 |
| doSNOW | 1.0.20 |
| dotCall64 | 1.1-1 |
| downlit | 0.4.4 |
| downloader | 0.4 |
| dplyr | 1.1.4 |
| DRR | 0.0.4 |
| dse | 2020.2-1 |
| DT | 0.33 |
| dtplyr | 1.3.1 |
| dtt | 0.1-2 |
| dtw | 1.23-1 |
| dygraphs | 1.1.1.6 |
| dynlm | 0.3-6 |
| e1071 | 1.7-14 |
| earth | 5.3.3 |
| EbayesThresh | 1.4-12 |
| ebdbNet | 1.2.8 |
| ecm | 7.2.0 |
| edeaR | 0.9.4 |
| effects | 4.2-2 |
| effectsize | 0.8.9 |
| egg | 0.4.5 |
| ellipse | 0.5.0 |
| ellipsis | 0.3.2 |
| elliptic | 1.4-0 |
| emmeans | 1.10.4 |
| emulator | 1.2-24 |
| energy | 1.7-12 |
| english | 1.2-6 |
| ensembleBMA | 5.1.8 |
| entropy | 1.3.1 |
| epitools | 0.5-10.1 |
| epitrix | 0.4.0 |
| estimability | 1.5 |
| eulerr | 7.0.2 |
| evaluate | 0.22 |
| evd | 2.3-7 |
| evdbayes | 1.1-3 |
| eventdataR | 0.3.1 |
| exactRankTests | 0.8-35 |
| expint | 0.1-8 |
| expm | 1.0-0 |
| extraDistr | 1.10.0 |
| extrafont | 0.19 |
| extrafontdb | 1 |
| extremevalues | 2.3.4 |
| ez | 4.4-0 |
| factoextra | 1.0.7 |
| FactoMineR | 2.11 |
| fansi | 1.0.5 |
| faoutlier | 0.7.6 |
| farver | 2.1.2 |
| fastICA | 1.2-5.1 |
| fastmap | 1.2.0 |
| fastmatch | 1.1-4 |
| fBasics | 4041.97 |
| fda | 6.1.8 |
| fdrtool | 1.2.18 |
| fds | 1.8 |
| fGarch | 4033.92 |
| fields | 16.2 |
| filehash | 2.4-6 |
| filelock | 1.0.3 |
| FinCal | 0.6.3 |
| fitdistrplus | 1.2-1 |
| flashClust | 1.01-2 |
| flexclust | 1.4-2 |
| flexmix | 2.3-19 |
| float | 0.3-2 |
| FME | 1.3.6.3 |
| fmsb | 0.7.6 |
| FNN | 1.1.4 |
| fontawesome | 0.5.2 |
| fontBitstreamVera | 0.1.1 |
| fontLiberation | 0.1.0 |
| fontquiver | 0.2.1 |
| forcats | 1.0.0 |
| foreach | 1.5.2 |
| forecast | 8.23.0 |
| forecastHybrid | 5.0.19 |
| foreign | 0.8-87 |
| formatR | 1.14 |
| formattable | 0.2.1 |
| Formula | 1.2-5 |
| fpc | 2.2-12 |
| fracdiff | 1.5-3 |
| fs | 1.6.4 |
| fTrading | 3042.79 |
| fUnitRoots | 4040.81 |
| furrr | 0.3.1 |
| futile.logger | 1.4.3 |
| futile.options | 1.0.1 |
| future | 1.34.0 |
| future.apply | 1.11.2 |
| gam | 1.22-4 |
| gamlr | 1.13-8 |
| gamlss | 5.4-22 |
| gamlss.data | 6.0-6 |
| gamlss.dist | 6.1-1 |
| gargle | 1.5.2 |
| gbm | 2.2.2 |
| gbRd | 0.4.12 |
| gbutils | 0.5 |
| gclus | 1.3.2 |
| gdalUtils | 2.0.3.2 |
| gdata | 3.0.0 |
| gdtools | 0.4.0 |
| gee | 4.13-27 |
| genalg | 0.2.1 |
| generics | 0.1.3 |
| genetics | 1.3.8.1.3 |
| GenSA | 1.1.14 |
| geojson | 0.3.5 |
| geojsonio | 0.11.3 |
| geojsonlint | 0.4.0 |
| geojsonsf | 2.0.3 |
| geometries | 0.2.4 |
| geometry | 0.4.7 |
| geoR | 1.9-4 |
| geosphere | 1.5-18 |
| gert | 2.1.1 |
| gfonts | 0.2.0 |
| GGally | 2.2.1 |
| ggalt | 0.4.0 |
| gganimate | 1.0.9 |
| ggcorrplot | 0.1.4.1 |
| ggdendro | 0.2.0 |
| ggeffects | 1.7.1 |
| ggExtra | 0.10.1 |
| ggfittext | 0.10.2 |
| ggforce | 0.4.2 |
| ggformula | 0.12.0 |
| ggfortify | 0.4.17 |
| ggfun | 0.1.6 |
| gghighlight | 0.4.1 |
| ggimage | 0.3.3 |
| ggiraph | 0.8.10 |
| ggjoy | 0.4.1 |
| ggm | 2.3 |
| ggmap | 4.0.0 |
| ggmcmc | 1.5.1.1 |
| ggplot2 | 3.5.1 |
| ggplot2movies | 0.0.1 |
| ggplotify | 0.1.2 |
| ggpmisc | 0.6.0 |
| ggpp | 0.5.8-1 |
| ggpubr | 0.6.0 |
| ggQC | 0.0.31 |
| ggRandomForests | 2.2.1 |
| ggraph | 2.2.1 |
| ggrepel | 0.9.5 |
| ggridges | 0.5.6 |
| ggsci | 3.2.0 |
| ggsignif | 0.6.4 |
| ggsoccer | 0.1.7 |
| ggstance | 0.3.7 |
| ggstats | 0.6.0 |
| ggtern | 3.5.0 |
| ggtext | 0.1.2 |
| ggthemes | 5.1.0 |
| gh | 1.4.1 |
| gistr | 0.9.0 |
| git2r | 0.33.0 |
| gitcreds | 0.1.2 |
| glasso | 1.11 |
| glmmTMB | 1.1.9 |
| glmnet | 4.1-8 |
| GlobalOptions | 0.1.2 |
| globals | 0.16.3 |
| glue | 1.6.2 |
| gmodels | 2.19.1 |
| gmp | 0.7-5 |
| gnm | 1.1-5 |
| goftest | 1.2-3 |
| googledrive | 2.1.1 |
| googlePolylines | 0.8.4 |
| googlesheets4 | 1.1.1 |
| googleVis | 0.7.3 |
| gower | 1.0.1 |
| GPArotation | 2024.3-1 |
| GPfit | 1.0-8 |
| gplots | 3.1.3.1 |
| graphlayouts | 1.1.1 |
| greybox | 2.0.2 |
| grid | 4.3.3 |
| gridBase | 0.4-7 |
| gridExtra | 2.3 |
| gridGraphics | 0.5-1 |
| gridSVG | 1.7-5 |
| gridtext | 0.1.5 |
| grImport | 0.9-7 |
| grImport2 | 0.3-3 |
| grpreg | 3.5.0 |
| gsl | 2.1-8 |
| gss | 2.2-7 |
| gstat | 2.1-2 |
| gsubfn | 0.7 |
| gtable | 0.3.5 |
| gtools | 3.9.5 |
| gtrendsR | 1.5.1 |
| gWidgets | 0.0-54.2 |
| gWidgets2 | 1.0-9 |
| gWidgets2tcltk | 1.0-8 |
| gWidgetsRGtk2 | 0.0-86.1 |
| gWidgetstcltk | 0.0-55.1 |
| haplo.stats | 1.9.5.1 |
| hardhat | 1.4.0 |
| hash | 2.2.6.3 |
| haven | 2.5.4 |
| hbsae | 1.2 |
| HDInterval | 0.2.4 |
| hdrcde | 3.4 |
| heatmaply | 1.5.0 |
| here | 1.0.1 |
| hexbin | 1.28.4 |
| hflights | 0.1 |
| HH | 3.1-52 |
| highcharter | 0.9.4 |
| highr | 0.11 |
| HistData | 0.9-1 |
| Hmisc | 5.1-3 |
| hms | 1.1.3 |
| hoardr | 0.5.4 |
| hrbrthemes | 0.8.7 |
| HSAUR | 1.3-10 |
| htmlTable | 2.4.3 |
| htmltools | 0.5.8.1 |
| htmlwidgets | 1.6.4 |
| hts | 6.0.3 |
| httpcode | 0.3.0 |
| httpuv | 1.6.15 |
| httr | 1.4.7 |
| httr2 | 1.0.3 |
| huge | 1.3.5 |
| hunspell | 3.0.4 |
| hydroTSM | 0.7-0 |
| hypergeo | 1.2-13 |
| IBrokers | 0.10-2 |
| ids | 1.0.1 |
| ifultools | 2.0-26 |
| igraph | 2.0.3 |
| imager | 1.0.2 |
| imputeTS | 3.3 |
| incidence | 1.7.5 |
| infer | 1.0.7 |
| influenceR | 0.1.5 |
| ini | 0.3.1 |
| inline | 0.3.19 |
| insight | 0.20.4 |
| interp | 1.1-6 |
| intervals | 0.15.5 |
| inum | 1.0-5 |
| investr | 1.4.2 |
| ipred | 0.9-15 |
| IRdisplay | 1.1 |
| IRkernel | 1.3.2 |
| irlba | 2.3.5.1 |
| irr | 0.84.1 |
| isoband | 0.2.7 |
| ISOcodes | 2024.02.12 |
| iterators | 1.0.14 |
| janeaustenr | 1.0.0 |
| janitor | 2.2.0 |
| jmvcore | 2.4.7 |
| jomo | 2.7-6 |
| jpeg | 0.1-10 |
| jqr | 1.3.4 |
| jquerylib | 0.1.4 |
| jsonify | 1.2.2 |
| jsonlite | 1.8.7 |
| jsonvalidate | 1.3.2 |
| jtools | 2.3.0 |
| kableExtra | 1.4.0 |
| Kendall | 2.2.1 |
| kernlab | 0.9-33 |
| KernSmooth | 2.23-24 |
| kinship2 | 1.9.6.1 |
| kknn | 1.3.1 |
| klaR | 1.7-3 |
| km.ci | 0.5-6 |
| KMsurv | 0.1-5 |
| knitr | 1.48 |
| ks | 1.14.2 |
| labeling | 0.4.3 |
| labelled | 2.13.0 |
| laeken | 0.5.3 |
| Lahman | 11.0-0 |
| lambda.r | 1.2.4 |
| lars | 1.3 |
| later | 1.3.2 |
| latex2exp | 0.9.6 |
| lattice | 0.22-6 |
| latticeExtra | 0.6-30 |
| lava | 1.8.0 |
| lavaan | 0.6-18 |
| lazyeval | 0.2.2 |
| lda | 1.5.2 |
| leafem | 0.2.3 |
| leaflet | 2.2.2 |
| leaflet.esri | 1.0.0 |
| leaflet.extras | 2.0.1 |
| leaflet.providers | 2.0.0 |
| leafpop | 0.1.0 |
| leafsync | 0.1.0 |
| leaps | 3.2 |
| LearnBayes | 2.15.1 |
| lexicon | 1.2.1 |
| lgr | 0.4.4 |
| lhs | 1.2.0 |
| libcoin | 1.0-10 |
| LiblineaR | 2.10-23 |
| LICORS | 0.2.0 |
| lifecycle | 1.0.3 |
| likert | 1.3.5 |
| limSolve | 1.5.7.1 |
| linelist | 1.1.4 |
| linprog | 0.9-4 |
| listenv | 0.9.1 |
| lm.beta | 1.7-2 |
| lme4 | 1.1-35.5 |
| lmm | 1.4 |
| lmodel2 | 1.7-3 |
| lmtest | 0.9-40 |
| lobstr | 1.1.2 |
| locfit | 1.5-9.9 |
| locpol | 0.8.0 |
| LogicReg | 1.6.6 |
| loo | 2.8.0 |
| lpSolve | 5.6.20 |
| lsa | 0.73.3 |
| lsmeans | 2.30-0 |
| lubridate | 1.9.3 |
| lwgeom | 0.2-14 |
| magic | 1.6-1 |
| magick | 2.8.4 |
| magrittr | 2.0.3 |
| manipulateWidget | 0.11.1 |
| MAPA | 2.0.7 |
| mapdata | 2.3.1 |
| mapdeck | 0.3.5 |
| mapproj | 1.2.11 |
| maps | 3.4.2 |
| maptools | 1.1-8 |
| maptree | 1.4-8 |
| mapview | 2.11.2 |
| marima | 2.2 |
| markdown | 1.13 |
| MASS | 7.3-60.0.1 |
| Matching | 4.10-14 |
| MatchIt | 4.5.5 |
| matchmaker | 0.1.1 |
| mathjaxr | 1.6-0 |
| Matrix | 1.6-5 |
| matrixcalc | 1.0-6 |
| MatrixExtra | 0.1.15 |
| MatrixModels | 0.5-3 |
| matrixStats | 1.4.0 |
| maxLik | 1.5-2.1 |
| maxstat | 0.7-25 |
| mboost | 2.9-11 |
| mclust | 6.1.1 |
| mcmc | 0.9-8 |
| MCMCglmm | 2.36 |
| MCMCpack | 1.7-1 |
| mda | 0.5-4 |
| memoise | 2.0.1 |
| merTools | 0.6.2 |
| meta | 7.0-0 |
| metadat | 1.2-0 |
| metafor | 4.6-0 |
| mgcv | 1.9-1 |
| mgsub | 1.7.3 |
| mi | 1.1 |
| mice | 3.16.0 |
| microbenchmark | 1.5.0 |
| mime | 0.12 |
| miniCRAN | 0.3.0 |
| miniUI | 0.1.1.1 |
| minpack.lm | 1.2-4 |
| minqa | 1.2.8 |
| mirt | 1.41 |
| misc3d | 0.9-1 |
| miscTools | 0.6-28 |
| mitml | 0.4-5 |
| mitools | 2.4 |
| mixtools | 2.0.0 |
| mlapi | 0.1.1 |
| mlbench | 2.1-5 |
| mlogitBMA | 0.1-7 |
| mnormt | 2.1.1 |
| MNP | 3.1-5 |
| modeldata | 1.4.0 |
| modelenv | 0.1.1 |
| ModelMetrics | 1.2.2.2 |
| modelr | 0.1.11 |
| modeltools | 0.2-23 |
| mombf | 3.5.4 |
| moments | 0.14.1 |
| monomvn | 1.9-20 |
| monreg | 0.1.4.1 |
| mosaic | 1.9.1 |
| mosaicCore | 0.9.4.0 |
| mosaicData | 0.20.4 |
| msir | 1.3.3 |
| msm | 1.7.1 |
| multcomp | 1.4-26 |
| multcompView | 0.1-10 |
| multicool | 1.0.1 |
| munsell | 0.5.1 |
| mvoutlier | 2.1.1 |
| mvtnorm | 1.3-1 |
| NADA | 1.6-1.1 |
| nanoparquet | 0.3.1 |
| NbClust | 3.0.1 |
| ncvreg | 3.14.3 |
| network | 1.18.2 |
| networkD3 | 0.4 |
| neuralnet | 1.44.2 |
| ngram | 3.2.3 |
| nlme | 3.1-165 |
| nloptr | 2.1.1 |
| NLP | 0.3-0 |
| nls.multstart | 1.3.0 |
| NMF | 0.21.0 |
| nnet | 7.3-19 |
| nnls | 1.5 |
| nortest | 1.0-4 |
| numbers | 0.8-5 |
| numDeriv | 2016.8-1.1 |
| numform | 0.7.0 |
| OceanView | 1.0.7 |
| openair | 2.18-2 |
| openssl | 2.2.1 |
| ordinal | 2023.12-4.1 |
| osmar | 1.1-7 |
| outbreaks | 1.9.0 |
| outliers | 0.15 |
| packcircles | 0.3.6 |
| padr | 0.6.2 |
| pan | 1.9 |
| pander | 0.6.5 |
| parallelly | 1.38.0 |
| parameters | 0.22.2 |
| parsnip | 1.2.1 |
| partitions | 1.10-7 |
| party | 1.3-17 |
| partykit | 1.2-22 |
| patchwork | 1.2.0 |
| pbapply | 1.7-2 |
| pbdZMQ | 0.3-10 |
| pbivnorm | 0.6.0 |
| pbkrtest | 0.5.3 |
| PCAmixdata | 3.1 |
| pcaPP | 2.0-5 |
| pdc | 1.0.3 |
| pegas | 1.3 |
| performance | 0.12.3 |
| PerformanceAnalytics | 2.0.4 |
| permute | 0.9-7 |
| perry | 0.3.1 |
| petrinetR | 0.3.0 |
| pheatmap | 1.0.12 |
| pillar | 1.9.0 |
| pixmap | 0.4-13 |
| pkgbuild | 1.4.4 |
| pkgcache | 2.2.2 |
| pkgconfig | 2.0.3 |
| pkgdepends | 0.7.2 |
| pkgdown | 2.1.0 |
| pkgload | 1.4.0 |
| pkgmaker | 0.32.10 |
| platetools | 0.1.7 |
| plogr | 0.2.0 |
| plot3D | 1.4.1 |
| plot3Drgl | 1.0.4 |
| plotly | 4.10.4 |
| plotmo | 3.6.4 |
| plotrix | 3.8-4 |
| pls | 2.8-4 |
| plyr | 1.8.9 |
| png | 0.1-8 |
| polspline | 1.1.25 |
| polyclip | 1.10-7 |
| polylabelr | 0.2.0 |
| polynom | 1.4-1 |
| posterior | 1.6.0 |
| ppcor | 1.1 |
| prabclus | 2.3-3 |
| pracma | 2.4.4 |
| praise | 1.0.0 |
| precrec | 0.14.4 |
| prediction | 0.3.18 |
| PresenceAbsence | 1.1.11 |
| prettyunits | 1.2.0 |
| pROC | 1.18.5 |
| processmapR | 0.5.5 |
| processmonitR | 0.1.0 |
| processx | 3.8.4 |
| prodlim | 2024.06.25 |
| profileModel | 0.6.1 |
| profvis | 0.3.8 |
| progress | 1.2.3 |
| progressr | 0.14.0 |
| proj4 | 1.0-14 |
| promises | 1.3.0 |
| prophet | 1 |
| proto | 1.0.0 |
| protolite | 2.3.0 |
| proxy | 0.4-27 |
| pryr | 0.1.6 |
| ps | 1.7.7 |
| pscl | 1.5.9 |
| psych | 2.4.3 |
| purrr | 1.0.2 |
| pwr | 1.3-0 |
| qap | 0.1-2 |
| qcc | 2.7 |
| qdapDictionaries | 1.0.7 |
| qdapRegex | 0.7.8 |
| qdapTools | 1.3.7 |
| qgraph | 1.9.8 |
| qicharts | 0.5.8 |
| qicharts2 | 0.7.5 |
| quadprog | 1.5-8 |
| quanteda | 3.3.1 |
| quantmod | 0.4.26 |
| quantreg | 5.98 |
| questionr | 0.7.8 |
| QuickJSR | 1.3.1 |
| qvcalc | 1.0.3 |
| R.cache | 0.16.0 |
| R.matlab | 3.7.0 |
| R.methodsS3 | 1.8.2 |
| R.oo | 1.26.0 |
| R.utils | 2.12.3 |
| r2d3 | 0.2.6 |
| R2HTML | 2.3.4 |
| R2jags | 0.8-5 |
| R2OpenBUGS | 3.2-3.2.1 |
| R2WinBUGS | 2.1-22.1 |
| R6 | 2.5.1 |
| ragg | 1.3.2 |
| rainbow | 3.8 |
| ramps | 0.6.18 |
| RandomFields | 3.3.14 |
| RandomFieldsUtils | 1.2.5 |
| randomForest | 4.7-1.1 |
| randomForestSRC | 3.3.1 |
| ranger | 0.16.0 |
| RApiDatetime | 0.0.9 |
| rapidjsonr | 1.2.0 |
| rappdirs | 0.3.3 |
| raster | 3.6-26 |
| rattle | 5.5.1 |
| rayimage | 0.10.0 |
| rayshader | 0.24.10 |
| rayvertex | 0.11.4 |
| rbenchmark | 1.0.0 |
| rbibutils | 2.2.16 |
| Rblpapi | 0.3.14 |
| rbokeh | 0.5.2 |
| rcmdcheck | 1.4.0 |
| RColorBrewer | 1.1-3 |
| Rcpp | 1.0.13 |
| RcppArmadillo | 14.0.0-1 |
| RcppDE | 0.1.7 |
| RcppEigen | 0.3.4.0.2 |
| RcppExamples | 0.1.9 |
| RcppParallel | 5.1.9 |
| RcppProgress | 0.4.2 |
| RcppRoll | 0.3.1 |
| RcppThread | 2.1.7 |
| RcppTOML | 0.2.2 |
| RCurl | 1.98-1.16 |
| Rdpack | 2.6.1 |
| readbitmap | 0.1.5 |
| readr | 2.1.5 |
| readxl | 1.4.3 |
| recipes | 1.1.0 |
| Redmonder | 0.2.0 |
| registry | 0.5-1 |
| relaimpo | 2.2-7 |
| relimp | 1.0-5 |
| rematch | 2.0.0 |
| rematch2 | 2.1.2 |
| remotes | 2.5.0 |
| Renext | 3.1-4 |
| repr | 1.1.6 |
| reprex | 2.1.1 |
| reshape | 0.8.9 |
| reshape2 | 1.4.4 |
| reticulate | 1.39.0 |
| rex | 1.2.1 |
| rFerns | 5.0.0 |
| rfm | 0.3.0 |
| rgdal | 1.6-7 |
| rgeos | 0.6-4 |
| rgexf | 0.16.3 |
| rgl | 1.3.1 |
| RgoogleMaps | 1.5.1 |
| RGraphics | 3.0-2 |
| RGtk2 | 2.20.36.3 |
| RhpcBLASctl | 0.23-42 |
| RInside | 0.2.18 |
| rio | 1.2.2 |
| rjags | 16-Apr |
| rjson | 0.2.21 |
| RJSONIO | 1.3-1.9 |
| rlang | 1.1.4 |
| rlecuyer | 0.3-8 |
| rlist | 0.4.6.2 |
| rmapshaper | 0.5.0 |
| rmarkdown | 2.28 |
| Rmisc | 1.5.1 |
| Rmpfr | 0.9-5 |
| rms | 6.8-1 |
| RMySQL | 0.10.28 |
| rngtools | 1.5.2 |
| robCompositions | 2.4.1 |
| robfilter | 4.1.5 |
| robustbase | 0.99-4 |
| robustHD | 0.8.1 |
| ROCR | 1.0-11 |
| RODBC | 1.3-23 |
| Rook | 1.2 |
| rootSolve | 1.8.2.4 |
| roxygen2 | 7.3.2 |
| rpart | 4.1.23 |
| rpart.plot | 3.1.2 |
| rpivotTable | 0.3.0 |
| rprojroot | 2.0.4 |
| RPushbullet | 0.3.4 |
| rrcov | 1.7-6 |
| rsample | 1.2.1 |
| rsdmx | 0.6-3 |
| RSGHB | 1.2.2 |
| RSNNS | 0.4-17 |
| Rsolnp | 1.16 |
| rsparse | 0.5.2 |
| RSpectra | 0.16-2 |
| RSQLite | 2.3.7 |
| rstan | 2.32.6 |
| rstantools | 2.4.0 |
| rstatix | 0.7.2 |
| rstudioapi | 0.16.0 |
| rsvg | 2.6.0 |
| RTextTools | 1.4.3 |
| Rttf2pt1 | 1.3.12 |
| RUnit | 0.4.33 |
| runjags | 2.2.2-4 |
| Runuran | 0.38 |
| rvcheck | 0.2.1 |
| rversions | 2.1.2 |
| rvest | 1.0.4 |
| rworldmap | 1.3-8 |
| rworldxtra | 1.01 |
| s2 | 1.1.7 |
| SampleSizeMeans | 1.2.3 |
| SampleSizeProportions | 1.1.3 |
| sandwich | 3.1-0 |
| sas7bdat | 0.8 |
| sass | 0.4.9 |
| satellite | 1.0.5 |
| sbgcop | 0.98 |
| scales | 1.3.0 |
| scatterplot3d | 0.3-44 |
| sciplot | 1.2-0 |
| segmented | 2.1-2 |
| selectr | 0.4-2 |
| sem | 3.1-16 |
| sentimentr | 2.9.0 |
| seqinr | 4.2-36 |
| seriation | 1.5.6 |
| servr | 0.31 |
| sessioninfo | 1.2.2 |
| setRNG | 2024.2-1 |
| sets | 1.0-25 |
| sf | 1.0-16 |
| sfd | 0.1.0 |
| sfheaders | 0.4.4 |
| sfsmisc | 1.1-19 |
| sftime | 0.2-0 |
| sgeostat | 1.0-27 |
| shades | 1.4.0 |
| shape | 1.4.6.1 |
| shapefiles | 0.7.2 |
| shiny | 1.9.1 |
| shinyBS | 0.61.1 |
| shinycssloaders | 1.1.0 |
| shinyjs | 2.1.0 |
| shinyTime | 1.0.3 |
| showtext | 0.9-7 |
| showtextdb | 3 |
| SimDesign | 2.17.1 |
| SIS | 0.8-8 |
| SixSigma | 0.11.1 |
| sjlabelled | 1.2.0 |
| sjmisc | 2.8.10 |
| sjPlot | 2.8.16 |
| sjstats | 0.19.0 |
| skmeans | 0.2-17 |
| slam | 0.1-53 |
| slider | 0.3.1 |
| sm | 2.2-6.0 |
| smooth | 4.0.2 |
| smoothSurv | 2.6 |
| sna | 2.7-2 |
| snakecase | 0.11.1 |
| snow | 0.4-4 |
| SnowballC | 0.7.1 |
| snowFT | 1.6-1 |
| sodium | 1.3.1 |
| sourcetools | 0.1.7-1 |
| sp | 2.1-4 |
| spacefillr | 0.3.3 |
| spacetime | 1.3-2 |
| spacyr | 1.3.0 |
| spam | 2.10-0 |
| SparseM | 1.84-2 |
| sparsepp | 1.22 |
| spatial | 7.3-17 |
| spatstat | 3.0-7 |
| spatstat.data | 3.1-2 |
| spatstat.explore | 3.2-6 |
| spatstat.geom | 3.2-9 |
| spatstat.linnet | 3.1-4 |
| spatstat.model | 3.2-10 |
| spatstat.random | 3.2-3 |
| spatstat.sparse | 3.1-0 |
| spatstat.univar | 3.0-1 |
| spatstat.utils | 3.1-0 |
| spBayes | 0.4-7 |
| spData | 2.3.3 |
| spdep | 1.3-5 |
| spikeslab | 1.1.6 |
| splancs | 2.01-45 |
| splines | 4.3.3 |
| spls | 2.2-3 |
| splus2R | 1.3-5 |
| spTimer | 3.3.2 |
| sqldf | 0.4-11 |
| SQUAREM | 2021.1 |
| sROC | 0.1-2 |
| stabledist | 0.7-2 |
| stabs | 0.6-4 |
| StanHeaders | 2.32.10 |
| stars | 0.6-6 |
| statmod | 1.5.0 |
| statnet.common | 4.9.0 |
| stepPlr | 0.93 |
| stinepack | 1.5 |
| stochvol | 3.2.4 |
| stopwords | 2.3 |
| stringdist | 0.9.12 |
| stringi | 1.8.4 |
| stringr | 1.5.1 |
| strucchange | 1.5-4 |
| styler | 1.10.3 |
| sugrrants | 0.2.9 |
| sunburstR | 2.1.8 |
| SuppDists | 1.1-9.8 |
| survey | 4.4-2 |
| survival | 3.7-0 |
| survminer | 0.4.9 |
| survMisc | 0.5.6 |
| svglite | 2.1.3 |
| svmpath | 0.97 |
| svUnit | 1.0.6 |
| sweep | 0.2.5 |
| sys | 3.4.2 |
| sysfonts | 0.8.9 |
| systemfit | 1.1-30 |
| systemfonts | 1.1.0 |
| syuzhet | 1.0.7 |
| tau | 0.0-25 |
| tcltk | 4.3.3 |
| tcltk2 | 1.2-11 |
| TeachingDemos | 2.13 |
| tensor | 1.5 |
| tensorA | 0.36.2.1 |
| terra | 1.7-78 |
| terrainmeshr | 0.1.0 |
| testthat | 3.2.1.1 |
| texreg | 1.39.4 |
| text2vec | 0.6.4 |
| textcat | 1.0-8 |
| textclean | 0.9.3 |
| textir | 2.0-5 |
| textmineR | 3.0.5 |
| textshape | 1.7.5 |
| textshaping | 0.4.0 |
| tfplot | 2021.6-1 |
| tframe | 2015.12-1.1 |
| tgp | 2.4-23 |
| TH.data | 1.1-2 |
| thief | 0.3 |
| threejs | 0.3.3 |
| tibble | 3.2.1 |
| tibbletime | 0.1.8 |
| tidycensus | 1.6.5 |
| tidygraph | 1.3.0 |
| tidymodels | 1.2.0 |
| tidyquant | 1.0.9 |
| tidyr | 1.3.1 |
| tidyselect | 1.2.1 |
| tidytext | 0.4.2 |
| tidyverse | 2.0.0 |
| tiff | 0.1-12 |
| tigris | 2.1 |
| timechange | 0.3.0 |
| timeDate | 4032.109 |
| timelineS | 0.1.1 |
| timeSeries | 4032.109 |
| timetk | 2.9.0 |
| timevis | 2.1.0 |
| tinytex | 0.52 |
| tm | 0.7-14 |
| tmap | 3.3-4 |
| tmaptools | 3.1-1 |
| TMB | 1.9.14 |
| tmvnsim | 1.0-2 |
| tokenizers | 0.3.0 |
| topicmodels | 0.2-16 |
| TraMineR | 2.2-10 |
| transformr | 0.1.5 |
| tree | 1.0-43 |
| treemap | 2.4-4 |
| treemapify | 2.5.6 |
| trelliscopejs | 0.2.6 |
| triebeard | 0.4.1 |
| trimcluster | 0.1-5 |
| truncnorm | 1.0-9 |
| TSA | 1.3.1 |
| tseries | 0.10-57 |
| tsfeatures | 1.1.1 |
| tsibble | 1.1.5 |
| tsintermittent | 1.1 |
| tsoutliers | 0.6-10 |
| TSP | 1.2-4 |
| TSstudio | 0.1.7 |
| TTR | 0.24.4 |
| tune | 1.2.1 |
| tweedie | 2.3.5 |
| tweenr | 2.0.3 |
| 1.1.9 | |
| tzdb | 0.4.0 |
| ucminf | 1.2.2 |
| udpipe | 0.8.11 |
| udunits2 | 0.13.2.1 |
| units | 0.8-5 |
| UpSetR | 1.4.0 |
| urca | 1.3-4 |
| urlchecker | 1.0.1 |
| urltools | 1.7.3 |
| useful | 1.2.6.1 |
| usethis | 3.0.0 |
| UsingR | 2.0-7 |
| usmap | 0.7.1 |
| usmapdata | 0.3.0 |
| utf8 | 1.2.4 |
| uuid | 1.1-1 |
| V8 | 5.0.0 |
| vars | 1.6-1 |
| vcd | 1.4-12 |
| vctrs | 0.6.4 |
| vdiffr | 1.0.7 |
| vegan | 2.6-8 |
| VennDiagram | 1.7.3 |
| VGAM | 1.1-11 |
| VIM | 6.2.2 |
| vioplot | 0.5.0 |
| viridis | 0.6.5 |
| viridisLite | 0.4.2 |
| visNetwork | 2.1.2 |
| vistime | 1.2.4 |
| vroom | 1.6.5 |
| waldo | 0.5.3 |
| warp | 0.2.1 |
| waterfalls | 1.0.0 |
| wavethresh | 4.7.3 |
| webshot | 0.5.5 |
| webutils | 1.2.1 |
| WeibullR | 1.2.1 |
| weights | 1.0.4 |
| whisker | 0.4.1 |
| widgetframe | 0.3.1 |
| withr | 3.0.1 |
| wk | 0.9.2 |
| wmtsa | 2.0-3 |
| wordcloud | 2.6 |
| wordcloud2 | 0.2.1 |
| workflows | 1.1.4 |
| workflowsets | 1.1.0 |
| writexl | 1.5.0 |
| xesreadR | 0.2.3 |
| xfun | 0.47 |
| xgboost | 2.1.1.1 |
| XML | 3.99-0.17 |
| xml2 | 1.3.6 |
| xopen | 1.0.1 |
| xplorerr | 0.1.2 |
| xtable | 1.8-4 |
| xts | 0.14.0 |
| yaml | 2.3.10 |
| yardstick | 1.3.1 |
| yarrr | 0.1.5 |
| YieldCurve | 5.1 |
| yulab.utils | 0.1.7 |
| zCompositions | 1.5.0-4 |
| zeallot | 0.1.0 |
| zic | 0.9.1 |
| zip | 2.3.1 |
| zipfR | 0.6-70 |
| zoo | 1.8-12 |
| base (Built-in) | 4.3.3 |
| compiler (Built-in) | 4.3.3 |
| datasets (Built-in) | 4.3.3 |
| graphics (Built-in) | 4.3.3 |
| grDevices (Built-in) | 4.3.3 |
| MatrixGenerics | 1.14.0 |
| methods (Built-in) | 4.3.3 |
| parallel (Built-in) | 4.3.3 |
| sparseMatrixStats | 1.14.0 |
| stats (Built-in) | 4.3.3 |
| stats4 (Built-in) | 4.3.3 |
| tools (Built-in) | 4.3.3 |
| utils (Built-in) | 4.3.3 |
R scripts that aren't supported in the Power BI service
The following table shows which packages aren't supported in the Power BI service.
| Package | Request Date | Reason |
|---|---|---|
| RgoogleMaps | 10/05/2016 | Networking is blocked |
| mailR | 10/03/2016 | Networking is blocked |
| RevoScaleR | 8/30/2016 | Ships only with Microsoft R Server |
Considerations and limitations
R visuals are not supported in the service for Sovereign cloud customers and tenants in regions without Fabric availability. R visuals are supported in Desktop for all users.
Publish to web isn't supported for R visuals. Reports with R visuals can still be published publicly, but any R visuals will not render (charts will appear empty).
R visuals aren't supported with Service Principal Profiles for App Owns Data.
R visuals rendered from the Power BI service are subject to a limit of 30MB. This limit applies to the total payload of compressed input data and the R script itself. Always check R visuals after publishing the report to ensure the report will display as expected.
R visuals rendered in the Power BI service are subject to a script execution timeout of 1 minute.
R visuals with HTML and XML packages with fail to render due to Out Of Memory (OOM) limits. Migrate the visual with the PbiViz tool. The visual must render to be considered successfully migrated.
Related content
For more information about R in Power BI, take a look at the following articles: