plotting a scatter plot with wide range data

I am trying to plot two columns. The first one shows the number of likes, and the second shows the number of shares. I want to show the relationship between the number of shares when people actually like a post.

The problem is my likes count starts from 1 to 1 million, and the shares count start from 5 to 37000.

When I use this code to plot a scatter plot. It looks messy.


what would be a better way to show the relationship between those values?
Thanks .


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