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With the data at hand I could use the great .Net blizzard api client Argent Pony to crawl guild rosters and subsequently character statistics. Since the blizzard API throttles the request this part can be a little bit tricky. But I managed to write a little script that can retrieve the plotted data (and more that is on the way) in about 5 hours.
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FSharp.Stats
statistical testing, linear algebra, machine learning, fitting and signal processing in F#
Cleaning and visualization was carried out using packages maintained by the FsLab community, mainly FSharp.Stats, Deedle and Plotly.NET.
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.