Exploratory Data Analysis


On this page you can plot the data and see how it looks like. You can also see the distribution of the data and see if there are any outliers and missing values. The following plots are available:

  • Data balance: bar plot of the number of samples per class

  • Box plot: box plot of the data distribution

  • 3D PCA: 3D scatter plot of the data using PCA

  • Missing values: bar plot of the number of missing values per feature

  • Hierarchical clustering: dendrogram of the data using hierarchical clustering