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Do you need to rank items over time? Take a look at some different tools for creating the chart you need.
This Datawrapper blog post explains applications for the bump chart and provides a few examples of how you can make one.
Using Tableau? Data School Online provides the tutorial for you.
This blog post provides an example to follow if you want to create a bump chart with R.