Tidyverse Coder-R Coding AI Assistant

Example

Using dplyr to filter rows, select columns, and arrange data.

Scenario

A data analyst needs to prepare and cleanse data before analysis. Tidyverse Coder suggests using dplyr's filter(), select(), and arrange() functions to streamline these tasks, providing code snippets and explanations of each function's parameters.

Example

Creating complex plots with ggplot2.

Scenario

A researcher wants to visualize the interaction effects in a multi-factorial experiment. Tidyverse Coder would guide the user through the process of constructing plots using ggplot2, from choosing appropriate aesthetics to layering statistical summaries.

Example

Transforming data formats using tidyr’s pivot functions.

Scenario

A marketing analyst requires conversion of a 'wide' format dataset into a 'long' format for time series analysis. The AI would explain and demonstrate the use of tidyr's pivot_longer() function, ensuring the analyst understands both the syntax and the rationale behind the data structure transformation.