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Principal component analysis

Preview PCA (scree · PC1/PC2) from numeric columns and download a scikit-learn script for your paper. Runs in your browser; nothing is stored.

※ The preview below is our own in-browser computation for a quick look. For papers, run the downloaded scikit-learn script and cite scikit-learn (Pedregosa et al. 2011).

Explained variance · n=9, 4 vars

PCeigenvalue%cum %
PC13.102377.5677.56
PC20.894322.3699.92
PC30.00280.0799.99
PC40.00050.01100.00
PC177.6%
PC222.4%
PC30.1%
PC40.0%
PCA scores (PC1 vs PC2)-4-2024-1.5-1-0.500.511.52PC1 (77.6%)PC2 (22.4%)maficfelsicintermediate