Start with a purpose

What do you want to do today?

Choose the outcome first. R-ClaimLab reveals only the controls needed for that path.

Choose your mode

Guided Learning Predict, inspect R evidence, then explain what changed. Data Analyst Turn a data question into a bounded, evidence-backed brief. Data Scientist Inspect the approved R model and compare held-out performance with a baseline. Model Reviewer Verify provenance, challenge claims and record an independent review.

One dataset, different responsibilities. Start with an example or bring your own data.

Use your data in local R

Install this exact demo version, open the wizard, choose a mode, then select Local file, Hugging Face, or Kaggle. Review the source, variables, method and four approvals before execution.

          install.packages(c('remotes', 'shiny'))
remotes::install_github('Educatian/rclaimlab@323684f00495c350a1d1020ce9393e06046da30f', upgrade = 'never')
rclaimlab::run_workflow_wizard()

This hosted demo does not upload or analyze your private files. Kaggle requires the official CLI; Parquet requires arrow.