For some reason when I plot a scatter plot like this:

plt.scatter(diamonds['carat'], diamonds['price'], color = 'black', alpha =
0.05)
plt.xlabel('Carat')
plt.ylabel('Price')

I get a blurry scatter plot as shown in the image
<http://matplotlib.1069221.n5.nabble.com/file/n45995/matplotlib_scatter.png> 

I want something more like this:
<http://matplotlib.1069221.n5.nabble.com/file/n45995/Scatter_Good.png> 

Any help would be greatly appreciated.

Thanks



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