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September 27-30, 2021
Seattle, Washington, USA + Virtual
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Monday, September 27 • 2:30pm - 2:55pm
(IN-PERSON) Connecting Communities and Business to Create Data-Driven Decisions - Cali Dolfi & Brian Proffitt, Red Hat

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Red Hat's Open Source Program Office is working on an exciting opportunity: using multiple data-gathering tools to semantically and quantitatively analyze data across the open source ecosystem to discover relevant information about open source projects' health and industry interest. Specifically, our OSPO uses tools to conduct machine-learning surveys of communities to help Red Hat foster healthier communities as well as make informed data-driven business decisions based on what's happening in open source now. In this presentation, Cali Dolfi and Brian Proffitt will outline the value of community data and the tools Red Hat's OSPO uses to mine that data and create richer, more meaningful ways to make decisions about a community's direction and progress. A demo will highlight areas of impact we currently see around event messaging and subsequent activity in Git-based repositories, measure the activity levels of certain interesting technologies, and even discover new communities that may have been previously "under the radar."

Speakers
avatar for Cali Dolfi

Cali Dolfi

Data Scientist, Red Hat
Cali Dolfi is a Data Scientist in the Open Source Program Office at Red Hat. Her work focuses on changing the way we look at open source communities through the lens of data science and machine learning. Outside of data science, her passion lies in making careers in technology more... Read More →
avatar for Brian Proffitt

Brian Proffitt

Manager, OSPO Community Insights, Red Hat
Brian Proffitt is the Manager of the Community Insights team within Red Hat's Open Source Program Office, focusing on content generation, community metrics, and special projects. Brian's experience with community management includes knowledge of community onboarding, community health... Read More →



Monday September 27, 2021 2:30pm - 2:55pm PDT
Room 401
  OSPOCon, How to Vet the Viability of OS Projects