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September 16-18, 2024
Vienna, Austria
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Note: The schedule is subject to change.

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IMPORTANT NOTE: Timing of sessions and room locations are subject to change.

Tuesday September 17, 2024 16:00 - 16:40 CEST
The data available about open source projects can feel like a tsunami, but there are ways to make this more manageable by focusing on the metrics that matter the most for your OSPO. This session will highlight how OSPOs can use data to generate meaningful insights about the open source software communities that are important for your business. This talk will start with a discussion about how to approach the tsunami of data by moving from data points toward insight and wisdom about your open source software. We’ll start with data collection and processing before discussing how collections of metrics can be used to understand your community more holistically than looking at individual metrics. The final section will include examples of how to interpret the data to move beyond analysis and find tangible ways to improve your OSS projects. We’ll show examples from Augur and 8Knot to show what is possible with structured data and metrics from the CHAOSS project. The audience will walk away with tips and techniques for making sense of those waves of data using collections of metrics and data science to result in actionable insights about your open source software.
Speakers
avatar for Cali Dolfi

Cali Dolfi

Senior 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 Dawn Foster

Dawn Foster

Director of Data Science, CHAOSS
Dr. Dawn Foster works as the Director of Data Science for CHAOSS where she is also a board member / maintainer. She is co-chair of CNCF TAG Contributor Strategy and an OpenUK board member. She has 20+ years of experience at companies like VMware and Intel with expertise in community... Read More →
Tuesday September 17, 2024 16:00 - 16:40 CEST
Room 0.94-0.95 (Level 0)
  OSPOCon

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