Preprocess Data for Exposure and Value Loss Visualization

Transforms given dataset for visualizing changes in exposure and crispy value losses, selecting only the relevant variables. This step ensures that the visualization is focused and clear, aiding in the analysis of financial risk and impact across sectors or categories.

Usage

prepare_for_exposure_change_plot(
  analysis_data,
  x_var,
  y_exposure_var,
  y_value_loss_var
)

Arguments

analysis_data

Dataset including financial metrics for exposure and value loss.

x_var

Category or sector variable.

y_exposure_var

Exposure value metric.

y_value_loss_var

Crispy value loss metric.

Value

A simplified dataframe focusing on selected variables for visualization.