Example gallery¶
Below, you will find some examples of the usage of psynlig.
Data exploration¶
Generating a heat map of correlations
Generating a heat map of correlations
Generating a heat map of correlations (bubble version)
Generating a heat map of correlations (bubble version)
Generating histograms
Generating histograms (2D)
Generating 1D scatter plots
Generating 2D scatter plots
Generating 3D scatter plots
Generating 1D scatter plots with outliers
Generating 1D scatter plots with outliers
Generating 2D scatter plots with many variables
Generating 2D scatter plots with many variables
Generating 1D scatter plots with many variables
Generating 1D scatter plots with many variables
Principal component analysis¶
Explained variance
Residual variance
Scree plot
Explained variance (bar plot)
Explained variance (pie chart)
Explained variance (pie chart)
Explained variance (joined figure)
Explained variance (joined figure)
PCA variable contributions
PCA variable contributions
PCA variable contributions (bubble version)
PCA variable contributions (bubble version)
PCA Loadings (1D)
PCA Loadings (2D)
PCA Loadings (3D)
PCA Scores (1D)
PCA Scores (1D) with loadings
PCA Scores (2D)
PCA Scores (2D) with loadings
PCA Scores (2D) with loadings and a legend
PCA Scores (2D) with loadings and a legend
PCA biplot
PCA Scores (3D)
Changing the style of plots¶
PCA Loadings (2D) with xkcd style and centered axes
PCA Loadings (2D) with xkcd style and centered axes
Styling a heat map of correlations
Styling a heat map of correlations
Using custom color maps