Does traffic have an impact on SEO?

Yes through usage data. Bounce rate and time on site will have some (although quite small) effect. The thing is, if you're in 23rd position you're not going to be getting your traffic compared to who is in 1st... it's be compared to the sites consecutive to your position
 
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