emocodes.plotting

Submodules

Package Contents

Functions

plot_vif(vif_scores)

This function plots variance inflation factor scores with the horizontal lines denoting the standard cut offs:

plot_heatmap(data)

This function plots a heatmap.
emocodes.plotting.plot_vif(vif_scores)

This function plots variance inflation factor scores with the horizontal lines denoting the standard cut offs:

  • <2 = not collinear

  • 2-5 = weakly collinear and likely okay to include together in a model

  • 5-10 = moderately collinear, proceed with caution

  • >10 = highly collinear, do not include together in a multiple linear regression model

Parameters

vif_scores (Series) – VIF scores to plot.

Returns

fig – matplotlib figure object of the plot

Return type

object

emocodes.plotting.plot_heatmap(data)

This function plots a heatmap.

Parameters

data (DataFrame) – NxN dataframe to plot.

Returns

fig – matplotlib figure object of the plot

Return type

object