How to Create an Actionable SEO Dashboard with SEMRush and Python

Python can be a good way to analyze a lot of data, make some custom calculations on this and plot it just the way you want! In this article I will write a step-by-step process for creating your own dashboard using Python’s Pandas and (in my case) SEMrush exports. The dashboard is set up in 4 main steps: collect and clean the exports from SEMrush (or any other ranking export file) and create a useful work file to continue analyzing. Plot rankings overtime per category and keyword rankings per category.