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Thanks! That helps alot. I'm going to need a new plan for my blog.

Savio It's always a good call to remove unwanted links, links that user's don't use. Sometimes these pages are thin content pages, lead to within the site duplicate content issues as well. I would strongly recommend removing the links, but then just with this change, expecting a major change, I guess not, but then it depends upon all the other metrics of your website. It might also make sense to consider doing a no-index on them. Is this a wordpress blog ? If yes, you can use All-In-One SEO ro Yoast SEO Plugin to  noindex on you tag pages. Then look at your website and see if you see any SERP movements and continue to audit the site and refine the structure, add new content, build links and repeat. It's a continuous process you know I am sure I hope this helps.

Would you know a way to find bloggers that talk about infographics via Google? Or if theres a specefic site besides the major ones like visual.ly ?