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Graph Analytics

This is a work-in-progess project for building privacy-first, scientifically rigorous front end analytics based on graph data structures.

The basic outline of the project is a collector script that sends event data to an endppint, which stores the event as a set of triple statements in a triplestore. A front-end application can then query the triplestore, present basic metrics, and perform analysis upon the structure of the graph.

Currently, all events over time are being shown. An additional steop would be to add a date range picker to allow for time-span metrics and comparisons.

Summary metrics can include:

The next step is to look at interesting questions that can be displayed via charting – some basics include:

Beyond that, statisical analysis can start to occur:

View it on Github.