TSNE

 Make each patient a row

Fill the color of the graph by the cancer type

Where you can color the data points by the type of cancer

Column cancer diagnosis, color the option fill equals color equals whatever the name of the column is.

If you look up the name of the function

There you should be able to see there is a parameter for color.

Parameter each person

UMAP

Heat map

TSNE

Website PCA 

ICD 10 individuals

PCA.res generates a PC1, and PC2 value plot them against each other