Scatter Plot Binary Data Color Coded Points from Data Labels

Question

I'd like to use matplotlib.pyplot.scatter to create a scatter plot similar to the picture below from data in a dataframe with a header that is formatted similar to the table here where all the points for a given sample are colored based on the label in the first column of the data and a point is only plotted for each gene with a value of 1 - no point for the genes with a 0 value:

label	gene a	gene b	gene c	gene d
1	0	1	0	0
0	1	1	0	1
0	0	0	1	0
1	0	0	0	0
1	0	1	0	0

Note: my sample data does not match my sample scatter plot output.