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Scatter Mapbox: How do I draw lines between points that share a common value in another column?

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I’ve got a large data set in the form shown above.

Multiple “test_id” rows in that dataset share the same “cid_a” value. On a map I want to be able to connect a line from a test to it’s “cid_a” location (I’ll be pulling that lat/long, from another area). How do I go about doing that? I would also like to add a different symbol for the “cid_a”

I’ve seen this: Lines on Mapbox | Python | Plotly, but it just connects all the points in a specific list.

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