R-ArcGIS Bridge

R and ArcGIS for advanced analysis

A computer desktop displaying two windows featuring maps and computer code overlaid with images of a researcher, a bird, and other graphic elements

Build sophisticated analytics by combining the statistical capabilities of the R language with the spatial science of ArcGIS. Extend your R models by leveraging the ecosystem of ArcGIS with access to data, spatial algorithms, and more. Benefit from the performance, scalability, and spatial validation available from ArcGIS when building R-based analytics tools in an R or ArcGIS environment. Increase the accessibility of your R scripts using the built-in sharing capabilities of the ArcGIS platform.

 

As a member of the R Consortium, Esri is part of the R community and supports the R project.

How does R-ArcGIS Bridge work?

Access spatial data with R

R-ArcGIS Bridge enables you to easily access ArcGIS data and bring it into R for specialized statistical analysis. It supports spatial data types such as geodatabases, hosted maps, image and feature layers, and raster data formats, going beyond what's typically supported by open-source spatial R packages.

Extend R with ArcGIS

Extend your work in R with spatially optimized algorithms and data from ArcGIS. Scale up your analytical capacity to enterprise-grade performance and access. Use ArcGIS data storytelling and visualization tools to tell compelling and interactive stories with your analysis results. 

Enhance analysis with R in ArcGIS

Combine specialized R modules with the ArcGIS analytical framework to build statistically sound and spatially validated models. Seamlessly pass analysis inputs and outputs between R and ArcGIS via R-ArcGIS Bridge, the only library available that brings R and ArcGIS together.

Share R-driven analytics

Encourage collaboration and build reproducible research by converting R workflows into ArcGIS tools that can be easily shared and accessed by others in your organization. 

Integrate with open environments

Bring your R and ArcGIS analysis into an interface that you are familiar with, whether that is Jupyter or RStudio. Set up R-ArcGIS Bridge conveniently within your workspace of choice or with Conda.

How does R-ArcGIS Bridge work?

Bring spatial data into R

Access your organization's spatial data and tap into a wide variety of modules in R to build advanced analytical models.

Read the blog

Enrich spatial analysis in R with ArcGIS

Extend your R models with ArcGIS to access and enrich your organization's data, analyze it with spatial algorithms, and visualize it dynamically.

Watch the video

Share your analysis with others

Convert your comprehensive models into intuitive tools that can be shared with others in your organization to easily replicate workflows.

Take the training

Get started with R-ArcGIS Bridge

Leverage R-ArcGIS Bridge to build sophisticated analysis workflows. Whether you want to use R-ArcGIS Bridge directly within ArcGIS Pro or prefer working in Jupyter or RStudio, R-ArcGIS Bridge is available to you.

How do R and spatial analysis integrate?

Learn about the features, capabilities, and use cases of R when combined with ArcGIS.

Learn more

View R-ArcGIS Bridge resources

Quickly access documentation, installation guides, and sample notebooks showing R-ArcGIS Bridge in action.

Visit GitHub

Stay connected with us to receive spatial data science news

Chat now

Begin a conversation online.

Start chat

Give us a call

Talk over the phone.

1-800-447-9778
(United States)
Outside the United States