Plotting multiple set of data in pcolor plot python

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I have data sets like (x,y,(z1,z2,z3..)). I am trying

plt.pcolor(x,y,z1)
plt.pcolor(x,y,z2)
plt.pcolor(x,y,z3)
plt.colorbar()
plt.show()

This is showing only the pcolor plot of the last data set. How can I plot all in same plot and same colorbar scale?

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