spectrochempy.PCA.screeplot

PCA.screeplot(n_pc=None, **kwargs)[source]

Scree plot of explained variance + cumulative variance by PCA.

Explained variance by each PC is plot as a bar graph (left y axis) and cumulative explained variance is plot as a scatter plot with lines (right y axis).

Parameters
  • n_pc (int) – Number of components to plot.

  • **kwargs – Extra arguments: colors (default: [NBlue, NRed]) to set the colors of the bar plot and scatter plot; ylims (default [(0, 100), "auto"]).

Returns

list of axes – The list of axes.

Examples using spectrochempy.PCA.screeplot

PCA analysis example

PCA analysis example

NDDataset PCA analysis example

NDDataset PCA analysis example