Hi Dahna, we've looked at some options for this in the past year and here's what we've found. In terms of free, Metabase looks to be a decent option. For non-free (and non-open-source), Microsoft PowerBI is reasonable, but it depends if their licensing fits with your needs (it does actually have a free option, with some limits).
If you're doing all the calculations and logic yourself and just need a tool that does the graphs, amcharts does a good job. We've also used carto for several project (which is specific to just doing mapping).
Hope this helps!
Martin Hansen Senior Consultant / R&D Lead 519.725.7875 x2120 | 888.817.3048
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Thanks, Isaac. This is a great list. The main intended use at this point is creating dashboards. Any specific tool suggestions would be appreciated!Best,