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Dawn Foster Archives - CHAOSS

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Unlocking Insights: Practitioner Guides for Interpreting Open Source Metrics

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Photo by Martin Wilner on Unsplash

I am thrilled to announce that we have just launched a series of Practitioner Guides to help people develop meaningful open source project health insights. 

Today, we have released the first four guides in the series:

These guides are designed to be used by practitioners who may or may not be experts in data analysis or open source. The goal is to help people understand how to interpret the data about an open source project to develop insights that can help improve the project health of that open source project. The Practitioner Guides are for Open Source Program Offices (OSPOs), project leads, community managers, maintainers, and anyone who wants to better understand project health and take action on what they learn from their metrics. Each guide contains details about how to identify trends, diagnose potential issues, gather additional data, make improvements in your project and monitor the results of those improvements. 

We have more guides being developed already, and we welcome your contributions! You can propose a new guide, author a guide someone else has suggested, or submit a pull request to make our existing guides even better!

These guides are being developed within the CHAOSS Data Science Working Group. We have a Slack channel and meet every other week to talk about a wide range of data topics, so I hope you’ll join us!

A group of CHAOSS community members taking a selfie on the bridge leading to the Bilbao old town area

CHAOSS at Open Source Summit Europe

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The CHAOSS crew was well-represented at the Linux Foundation’s Open Source Summit event in Bilbao last week with several talks and panels from CHAOSS community members. 

On Tuesday, we held a panel discussion: Demonstrating OSPO Value with Daniel Izquierdo, Chan Voong, David Hirsch, and me. The idea for this panel came out of the CHAOSS OSPO WG, and during the panel we talked about how to demonstrate OSPO impact using metrics, practical applications for OSPOs, tools, and how to build a narrative for your stakeholders out of your data.

CHAOSS board member, Brian Proffitt, along with his Red Hat colleague, Natalie Pazmiño, held a session about the challenges of Measuring the Impact of Community Events, which can be harder to measure than traditional industry events that rely mostly on lead generation. They talked about creating collateral that can be measured (e.g., whitepaper downloads, landing pages via QR code) and creating opportunities for later participation in a channel that you can measure. They had some creative approaches, so I talked to Brian about the possibility of creating some CHAOSS metrics / metrics models to share their ideas.

Daniel Izquierdo and Yehui Wang had a session about Building SaaS Services with CHAOSS Technology to Evaluate Community Health and Sustainability where they talked about how CHAOSS’ GrimoireLab software is based on 16 years of research, development, and testing in the market, which made it possible for OSS Compass to be built on top of GrimoireLab in just one year! OSS Compass is a SaaS solution implementing CHAOSS metrics and metrics models, and the slides at the link above show examples of how they’ve implemented them. CHAOSS has brought great visibility for GrimoireLab, and the community has been a great amplifier. 

I also gave a talk about Contributor Growth Strategies for OSS Projects where I talked about the challenges that maintainers face and how hard it can be to get more people participating in a project along with some ideas for ways that these challenges can be overcome. I used several graphs from CHAOSS tools to demonstrate how metrics can help maintainers decide where to focus their efforts for growing their contributor base. The slides in the link above have more details about the challenges, solutions, and metrics. 

In addition to the talks from the Chaotics at the event, there were a few others that I found interesting:

  • Nithya Ruff’s keynote about the Evolving OSPO touched on several topics that we’ve been talking about recently in the OSPO WG. She talked about how risk can slow innovation, and how OSPOs are working hard to manage risks that include licenses, AI, security, and regulations.
  • Building On-Ramps for Non-Code Contributors in Open Source by Natali Vlatko and Celeste Horgan echoed many of the conversations we’ve had over the years in the CHAOSS DEI WG with some solid ideas for both maintainers and contributors about how to get more people engaged in your project through documentation, community, project management, and other roles.
  • There were also a bunch of other talks that were relevant for CHAOSS folks, especially some from the Diversity Empowerment Summit, Open Source Leadership Summit, and OSPOCon.

The individual session videos aren’t yet available, but the full day videos for some tracks are available, and this video from the Leadership track contains the talks from Daniel and Yehui (time index 16:20), Natali and Celeste (1:08:50), and my talk (2:05:01).

In addition to the content from the talks, Linux Foundation Research also released 4 new reports: The 2023 State of OSPOs and OSS Initiatives, The World of Open Source Europe Spotlight 2023, The European Public Sector Open Source Opportunity, and Open Source for Sustainability.

Overall, it was great to see many of my CHAOSS friends, some of them for the first time in person. We had great conversations and fun both at the conference and over pintxos, a traditional food in northern Spain’s Basque region.

Emilio and Miguel Angel at the Bitergia booth with an orange bitergia tablecloth and table covered in stickers, coasters, and other materials to give away.
Emilio and Miguel Angel at the Bitergia booth

Welcome Dr. Dawn Foster as the new Director of Data Science for CHAOSS!

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We are unbelievably excited to announce that Dr. Dawn Foster will be joining the CHAOSS project full time in August 2023, helping direct community data science efforts. To date, the CHAOSS project has been focused on developing software, metrics, and programs aimed at helping people and organizations better understand the health of open source communities they care about. While we are proud of our impact to date, with Dawn’s energy, we will be able to strategically focus on data-driven questions that are important for corporate OSPOs, university OSPOs, and scientific software communities among others.

Dr. Dawn Foster

Dawn joins us from VMware where she is the Director of Open Source Community Strategy within VMware’s OSPO. She is a Governing Board member / maintainer for CHAOSS, co-chair of the CNCF Contributor Strategy TAG, and OpenUK board member. She has 20+ years of experience at companies like Intel and Puppet with expertise in community building, strategy, open source software, governance, metrics, and more.

Dawn holds a PhD from the University of Greenwich along with an MBA and a BS in Computer Science. She has spoken at over 100 industry events, including many Linux Foundation events, KubeCon, OSCON, SXSW, FOSDEM and more. In her spare time, she enjoys reading science fiction, running, and traveling.

Developing a CHAOSS data science effort is intended to help organizations ask complex questions, identify data to address these questions, and effectively use the results to inform decision-making processes. We hope that you can join us in welcoming and supporting Dawn as she takes on these challenges to support all with an interest.

Community Stories – VMware

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Dawn Foster – When Pivotal was recently acquired by VMware, I joined VMware’s Open Source Program Office to lead the open source community strategy efforts. As an active CHAOSS community member, one of the first things I did while I was building the strategy was to start gathering metrics so that I could better understand the health of our current open source projects while also understanding where we could improve.

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