2D heatmaps for multi-dimensional data visualization

2D heatmap plots are ideal for visualization of multi-dimensional datasets. In this section we use breast cancer dataset (Breast-Cancer-Data.csv) to plot the different classes of benign and malignant cells based on two different variable of mean radius and mean texture. We use Pandas dataframe to maintain and organize the data and Seaborn to visualize it:

The final visualization of this 2D heatmap is shown here: