Build charts based on statistics grouped by distinct values from a single field

[hhkaos]

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Is your feature request related to a problem? Please describe.

I need a dynamic way to render charts based on summary statistics for categories from a single field (because the underlying data in changing constantly).

An image chart is worth a thousand words.

Describe the solution you'd like

I want to be able to generate charts like this based on a point layer:

Pie chart - Based on category (e.g. crime type):

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Line chart - Based on time field (e.g. crime date):

Describe alternatives you've considered

Precalculate fields using Aggregate fields tool, ArcGIS Pro, etc. (but it doesn't work when my data is static), or building custom code on each app

Additional context

This article and this webmap provide examples on how to do that.