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I have written following code as a practice exercise on matplotlib

   ax = f.gca()
   aa = ax.imshow(boston_corr,cmap = 'PiYG')
   x_label = [i for i in boston_df[:]]
   pd.Series(x_label)
   y_label = x_label.copy()
   ax.set_xticklabels(x_label,rotation=90)
   ax.set_yticklabels(y_label)
   plt.title('PCA component Matrix')
   cbar = plt.colorbar(aa,label = 'correlation value'

Output of above code: enter image description here

Code contains 12 values on both axes but in the output only 6 are shown. Please help me, thanks in advance.

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