Fluent in tidyverse
dplyr pipelines, tidyr reshaping, purrr functionals — answers written the way R is written today, with data.table or base R when that's what your code uses.
FEATURES
Every part of the R workflow, covered
From dplyr pipelines to Shiny reactive graphs — one assistant tuned for how R is actually written and reviewed.
ggplot2 that runs
Complete, minimal examples with aes, geoms, scales, and themes. Copy, paste, and see the plot — no pseudo-code fragments.
Shiny debug mode
Reactive graph confusion, invalidation loops, observers that never fire — a mode built for finding out why your app does that.
Statistics, done properly
lm, glm, mixed models, survival analysis, and pharma reporting conventions. Explanations a reviewer would accept.
Context from your code
Paste your script next to the chat. Every answer is grounded in the code you're actually working on, not a generic example.
Your account, your limits
Simple accounts with transparent daily usage. No surprise bills, no training on your code.