That is one issue but not the largesthttps://twitter.com/eigenrobot/status/1134366587593453569?s=19 …
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There are a lot of presentation details here (labels, what is beta etc) But the major issue is that the scatterplot doesn't demonstrate a relationship in the data. The charitable interpretation is that the linear relationship is real and that quantization in the scatterplot...
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... ruins the presentation of the relationship between the variables. Eg: The points overlap such that you cannot see the density. So IMO that's the first thing to resolve: Does your data have a pattern -> Plot it so you can actually see any pattern...
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