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Data and Graph Mining
with Ruby
Benson Muite
https://bkmgit.gitlab.io/nairuby-july-2021/
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Outline
Motivation
Ruby Data and Graph Mining Libraries
DARU Demo
Repository Health Demo
Further Thoughts
https://bkmgit.gitlab.io/nairuby-july-2021/
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Motivation
Want to use Ruby for big data analytics
Parallel K-means clustering in Ruby
What is available?
https://bkmgit.gitlab.io/nairuby-july-2021/
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Ruby Data and Graph Mining Repositories and Examples
Rendering data as graphs
Data Analysis in Ruby (DARU)
networkx.rb
Red Data Tools
Data Science with Ruby
https://bkmgit.gitlab.io/nairuby-july-2021/
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DARU Demo
DARU Demo
https://bkmgit.gitlab.io/nairuby-july-2021/
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Repository Health Demo
ComDaAn
Nairuby
beemafrica
and
beem-africa
Africa's Talking
https://bkmgit.gitlab.io/nairuby-july-2021/
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Further Thoughts
Ruby has a nice community
Some work to catch up with Python data science ecosystem
Great possibilities for webviz and dashboards
Infrastructure is available to make contributions
https://bkmgit.gitlab.io/nairuby-july-2021/
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References and Further Resources
"On the Graying of Gnome" by Hans Peter Jansson
blog post
"Health Analysis of the KDE Community" by Carl Schwan
blog post
video
"Community's Adventures in Analyticsland - or the State of the Community Through New Analytics" by Christelle Zouein and Kevin Ottens
blog post
video
Grimoirelab
Gitential
https://bkmgit.gitlab.io/nairuby-july-2021/
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