python - From scatter plot to 2D numpy array with binary entries in Python

Question

I have two numpy array 'x' and 'y'. I get this scatter plot using 'matplotlib.pyplot.scatter(x,y)'.

Now, how can I get a matrix with binary values (1,0) that matches the scatter plot?

The matrix should be constructed as follows: if circle then 1 else 0