The Final Results

Data Visualization 1. The inital experiment. It's a bunch of colored dots
Figure 1: The Initial Experiment
Data Visualization 2. Using prinicipal component analysis. It's also a bunch of dots, but the colors are more organized.
Figure 2: Principal Component Analysis
Data Visualization 3. Non-linear transformation. This is is, you guessed it, also a bunch of dots, but this one has more green and blue.
Figure 3: Non-linear Transformations

Hebrail, Georges and Berard, Alice. (2012). Individual Household Electric Power Consumption. UCI Machine Learning Repository. https://doi.org/10.24432/C58K54.