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Profile Plot Data (Phase 2)

Source: R/profile_data.R
profile_data.Rd

This function implements Phase 2 of the AI reporting architecture. It generates a statistical profile of the data used in the plot to provide context for the AI.

Usage

profile_data(p)

Arguments

p

A ggplot object.

Value

A list containing:

distributions

A skim_df object summarizing mapped variables.

correlations

A list of correlation coefficients (if applicable).

Details

It performs two main tasks:

  1. Distribution Analysis: Uses skimr::skim() to summarize variables mapped in the plot.

  2. Correlation Check: For scatterplots (geom_point), it calculates Pearson correlations to help the AI identify relationships.