r-base pulls statistics
Docker Hub · Languages & frameworks
R is a system for statistical computation and graphics.
r-base has 12,003,155 recorded pulls on Docker Hub.
It ranks #129 of 1,263 tracked Docker Hub listings by pulls.
PluginStats has 3 daily observations since Oct 16, 2026; the latest is from Oct 18, 2026.
About r-base
Quick reference
• Maintained by: the Rocker Community • Where to get help: the Docker Community Slack, Server Fault, Unix & Linux, or Stack Overflow
Supported tags and respective Dockerfile links
• 4.6.1, latest
Quick reference (cont.)
• Where to file issues: GitHub or Email • Supported architectures: (more info) amd64, arm64v8, ppc64le, s390x • Published image artifact details: repo-info repo's repos/r-base/ directory (history) (image metadata, transfer size, etc) • Image updates: official-images repo's library/r-base label official-images repo's library/r-base file (history) • Source of this description: docs repo's r-base/ directory (history)
What is R?
R is a system for statistical computation and graphics. It consists of a language plus a run-time environment with graphics, a debugger, access to certain system functions, and the ability to run programs stored in script files.
The R language is widely used among statisticians and data miners for developing statistical software and data analysis. Polls and surveys of data miners are showing R's popularity has increased substantially in recent years.
R is an implementation of the S programming language combined with lexical scoping semantics inspired by Scheme. S was created by John Chambers while at Bell Labs. R was created by Ross Ihaka and Robert Gentleman at the University of Auckland, New Zealand, and is currently developed by the R Development Core Team, of which Chambers is a member. R is named partly after the first names of the first two R authors and partly as a play on the name of S.
R is a GNU project. The source code for the R software environment is written primarily in C, Fortran, and R. R is freely available under the GNU General Public License, and pre-compiled binary versions are provided for various operating systems. R uses a command line interface; however, several graphical user interfaces are available for use with R.
R FAQ, wikipedia.org/wiki/R_(programming_language)
How to use this image
Interactive R
Launch R directly for interactive work:
Batch mode
Link the working directory to run R batch commands. We recommend specifying a non-root user when linking a volume to the container to avoid permission changes, as illustrated here:
Alternatively, just run a bash session on the container first. This allows a user to run batch commands and also edit and run scripts:
Write the script in the container, exit vim and run Rscript
Dockerfiles
Use r-base as a base for your own Dockerfiles. For instance, something along the lines of the following will compile and run your project:
Build your image with the command:
Running this container with no command will execute the script. Alternatively, a user could run this container in interactive or batch mode as described above, instead of linking volumes.
Further documentation and example use cases can be found at the rocker-org project wiki.
License
View R-project license information for the software contained in this image.
As with all Docker images, these likely also contain other software which may be under other licenses (such as Bash, etc from the base distribution, along with any direct or indirect dependencies of the primary software being contained).
Some additional license information which was able to be auto-detected might be found in the repo-info repository's r-base/ directory.
As for any pre-built image usage, it is the image user's responsibility to ensure that any use of this image complies with any relevant licenses for all software contained within.
Description from the Docker Hub listing.
Where r-base sits in the listing
Each band is one page of 20. Pulls on a log scale. Placement is projected from pulls, so it can differ from the marketplace's own sort order. Hover a dot to see the listing.
Charts
Images: 30d · 1y · all time · 1600×900 dark
Adoption over time
7/30/90-day growth
Filled points are observed values; hollow points come from Internet Archive snapshots of the listing page. Dashed segments span periods with no observations — values between points are not interpolated.
Recent observations
Full history (3)Similar Docker Hub Languages & frameworks plugins
Data source
Cumulative pull counts and stars come from the public Docker Hub API. Pulls count image downloads (including automated CI pulls), not installs or users.
Listing: https://hub.docker.com/_/r-base. First seen Oct 16, 2026; last successful collection Oct 18, 2026. See the methodology.