Welcome to Rflow​®

No-code data science for R users

  • Drag and drop intuitive flowchart interface to build your data science pipeline.
  • Online platform to run your Rflow workflow in the cloud
  • Share your workflows with other Rflow users through the Rflow project dashboard.
  • Export your Rflow workflow to a reproducible R script for further analysis and customisation.
  • No lock-in to Rflow, you can run your exported R scripts in RStudio or other IDEs.
  • Uses popular leading R packages for data science including ggplot2, glmmTMB, DHARMa and car.
  • Extensive tutorials and training materials to help you get started with Rflow and R programming.

Visualise. Analyse. Interpret. Reproducible data science in R with flowcharts.

Launching Autumn 2026

Start for Free Guide

Easy to learn

  • Simple drag and drop interface
  • No prior coding experience required
  • Extensive tutorials and training materials
  • Unified approach to statistics
  • Tests as (generalised) linear models

Reproducible

  • Share your workflows with other Rflow users via Rflow project dashboard
  • Use Rflow to create reproducible data science workflows
  • Export your workflow to a reproducible R script
  • Customise your R scripts later in RStudio or other IDEs

Visualise and interpret

  • Visualise your data using ggplot2
  • Scatterplots, boxplots, histograms, barplots and more
  • Visualise model diagnostics using DHARMa
  • Store model outputs for predictions

See Rflow in Action

Build complex workflows in minutes, not hours

How It Works

  1. Drag & Drop Nodes: Select from the toolbar and add analysis nodes (CSV import, transformations, visualizations, models)
  2. Connect Your Workflow: Draw edges between nodes to define data flow from step to step
  3. Export R Code: Click export to get production-ready R code that you can run in RStudio or anywhere R runs

Perfect for

Rflow is designed for anyone working with R

Students

Data analysis learning

Learn R by example. See the generated code from your visual workflow to understand R syntax. Extensive tutorials and training materials to help you start with Rflow and R programming.

Researchers

Scientific research

If you are more familiar with SPSS, SAS, Stata, Minitab or other GUI-based software, Rflow provides a simple and intuitive interface to perform data analysis in R. Export your workflow as an R script for further analysis and customisation.

Data scientists

Quick prototyping

Rapidly prototype your data analysis workflow via Rflow’s visual interface. Export to R when ready for further customisation.