: Cleveland R User Group: Navigating Pandemic Adaptations and Baseball Analytics

Last year, R Consortium talked to John Blischak and Tim Hoolihan of the Cleveland R User Group about their regular structured and casual virtual meetups during the pandemic. Recently, Alec Wong, another co-organizer of the Cleveland R User Group, updated the R Consortium about how the group provides a networking platform for a small but vibrant local R community. Alec shared details of a recent event from the group regarding the use of R for analyzing baseball data. He also discussed some tools for keeping the group inclusive and improving communication among group members.

Please share about your background and involvement with the RUGS group.

I completed my Bachelor of Science degree in Fisheries and Wildlife from the University of Nebraska-Lincoln in 2013, and my Master of Science degree in Statistical Ecology from Cornell University in late 2018. During my graduate program, I gained extensive experience using R, which is the de facto language of the ecological sciences. I discovered a passion for the language, as it is extremely intuitive and pleasant to work with.

After completing my program in 2018, I moved to Cleveland and immediately began attending the Cleveland R User Group in 2019, and have been a consistent member ever since. I eagerly look forward to each of our events. 

After completing my graduate program, I started working at Progressive Insurance. Working for a large organization like Progressive provides me with many diverse opportunities to make use of my extensive experience with R. I was happy to find a vibrant R community within the company, which allowed me to connect with other R users, share knowledge, and I enthusiastically offer one-on-one assistance to analysts from all over Progressive.

Starting in 2022, I accepted the role of co-organizer of the Cleveland R User Group. As a co-organizer, I help with various tasks related to organizing events, such as the one we held last September. I am passionate about fostering the growth of these communities and helping to attract more individuals who enjoy using R.

Our group events are currently being held in a hybrid format. When we manage to find space, we will meet in person, such as when we met to view the 2023 posit::conf in October–several members visited in person and watched and discussed videos from the conference. Most of our meetups continue to be virtual, including our Saturday morning coffee meetups, but we are actively searching for a more permanent physical space to accommodate our regular meetups. 

I am only one of several co-organizers of the Cleveland R user group. The other co-organizers include Tim Hoolihan from Centric Consulting, John Blischak who operates his consulting firm JDB Software Consulting, LLC, and Jim Hester, currently a Senior Software Engineer at Netflix. Their contributions are invaluable and the community benefits tremendously from their efforts.

Can you share what the R community is like in Cleveland? 

I believe interest in R has been fairly steady over time in Cleveland since 2019. We have a handful of members who attend regularly, and typically each meeting one or two new attendees will introduce themselves. 

I would venture to say that R continues to be used frequently in academic settings in Cleveland, though I am ‌unfamiliar with the standards at local universities. At least two of our members belong to local universities and they use R in their curricula. 

As for industry usage, many local companies, including Progressive use R. At Progressive, we have a small, but solid R community; although it is not as large as the Python community, I believe that the R community is more vibrant. This seems characteristic of R communities in varying contexts, as far as I’ve seen. Another Cleveland company, the Cleveland Guardians baseball team, makes use of R for data science. In September 2023 we were fortunate to invite one of their principal data scientists to speak to us about their methods and analyses. (More details below.)

Typically, our attendance is local to the greater Cleveland area, but with virtual meetups, we’ve been able to host speakers and attendees from across the country; this was a silver lining of the pandemic. We also hold regular Saturday morning coffee and informal chat sessions, and it’s great to see fresh faces from outside Cleveland joining in.

You had a Meetup titled “How Major League Teams Use R to Analyze Baseball Data”, can you share more on the topic covered? Why this topic?

On September 27th, 2023, we invited Keith Woolner, principal data scientist at the Cleveland Guardians baseball team, to give a presentation to our group. This was our first in-person meetup after the pandemic, and Progressive generously sponsored our event, affording us a large presentation space, food, and A/V support. We entertained a mixed audience from the public as well as Progressive employees.

Keith spoke to us about “How Major League Baseball Teams Use R to Analyze Baseball Data.” In an engaging session, he showcased several statistical methods used in sports analytics, the code used to produce these analyses, and visualizations of the data and statistical methods. Of particular interest to me was his analysis using a generalized additive model (GAM) to evaluate the relative performance of catchers’ ability to “frame” a catch; in other words, their ability to convince the umpire a strike occurred. The presentation held some relevance for everyone, whether they were interested in Cleveland baseball, statistics, or R, making it a terrific option for our first in-person presentation since January 2020. His presentation drove a lot of engagement both during and after the session.

Any techniques you recommend using for planning for or during the event? (Github, zoom, other) Can these techniques be used to make your group more inclusive to people that are unable to attend physical events in the future?  

One of our co-organizers, John Blischak, has created a slick website using GitHub Pages to showcase our group and used GitHub issue templates to create a process for speakers to submit talks. Additionally, the Cleveland R User group has posted recordings of our meetups to YouTube since 2017, increasing our visibility and accessibility. Many people at Progressive could not attend our September meetup and asked for the recording of our September 2023 meetup as soon as it was available.

Recently, we have also created a Discord server, a platform similar to Slack. This was suggested by one of our members, Ken Wong, and it has been a great addition to our community. We have been growing the server organically since October of last year by marketing it to attendees who visit our events, particularly on the Saturday morning meetups. This has opened up an additional space for us to collaborate and share content asynchronously. Ken has done an excellent job of organizing the server and has added some automated processes that post from R blogs, journal articles, and tweets from high-profile R users. Overall, we are pleased with our progress and look forward to continuing to improve our initiatives.

How do I Join?

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups organize, share information, and support each other worldwide. We have given grants over the past four years, encompassing over 68,000 members in 33 countries. We would like to include you! Cash grants and meetup.com accounts are awarded based on the intended use of the funds and the amount of money available to distribute.

The post The Cleveland R User Group’s Journey Through Pandemic Adaptations and Baseball Analytics appeared first on R Consortium.

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Cleveland R User Group: Embracing Hybrid Models and R Analytics in Baseball

The Cleveland R User Group, co-organized by Alec Wong, has been actively navigating the shifting dynamics of community involvement during the pandemic, with regular virtual meetups and post-pandemic hybrid models. A recently spotlighted event discussed the use of R for analyzing baseball data. This article explores the key details of the event, the use of R in both academic and industrial settings within Cleveland, and how the group is heightening inclusivity and communication methods.

Use of R in Cleveland

According to Wong, the usage and interest of R in Cleveland has remained steady since 2019. While it’s particularly prevalent in academic environments, the programming language is also utilized by several companies, including Progressive Insurance where Wong works. Additionally, the Cleveland Guardians baseball team uses R for data science applications.

Local and Remote Involvement

The Cleveland R User Group regularly holds meetups in hybrid format. While some members prefer to meet in person, the majority of the meetings take place virtually. The user group is actively searching for a permanent physical meeting space. This virtual trend paved the way to host speakers and attendees from across the country, extending the reach outside of Cleveland.

Event Spotlight: Using R to Analyze Baseball Data

The group recently held an event on September 27th, 2023, titled “How Major League Teams Use R to Analyze Baseball Data,” with Keith Woolner, the principal data scientist at the Cleveland Guardians baseball team. Keith illustrated several statistical methods used in sports analytics with R, including the use of a generalized additive model to evaluate the performance of catchers’ ability.

Greater Inclusivity and Improved Communication

The Cleveland R User Group is working on enhancing inclusivity and improving communication among its members by leveraging technologies like GitHub and Discord. John Blischak, a fellow co-organizer of the team, has developed a website using GitHub Pages, and the team has been posting recordings of their meetups on YouTube to improve accessibility. Recently, a Discord server was created to provide a platform for collaboration and content sharing among community members.

Actionable Advice

1. Encourage Hybrid Meetups: Companies and communities alike shouldn’t hesitate to continue embracing virtual platforms for increased accessibility and wider reach even post-pandemic.
2. Utilize Digital Tools for Inclusivity: By leveraging digital platforms like GitHub and Discord, communities like the Cleveland R User Group can streamline communications, improve visibility, and promote inclusivity.
3. Apply for Grants: For similar user groups or communities, it might be worth scrambling to the relevance of R Consortium’s R User Group and Small Conference Support Program (RUGS) that offers grants to help R groups organize.
4. Exploit the Power of R: With versatile use cases of R in different industries, it’s an opportunity for academia and businesses to keep exploring and harnessing the power of R for both simple and complex analytical tasks.

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