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R-Ladies Philly – Building our Online Community During the Pandemic

By Blog, Events

Authored by: the R-Ladies Philly organizing team

Since the start of the COVID-19 pandemic in March 2020, R-Ladies Philly has shifted from local in-person meetups to virtual events. Hundreds of local, national, and even international R enthusiasts joined us for monthly virtual meetups and social activities! We organized more than 10 R workshops and co-hosted a datathon with local partners. We even launched a YouTube channel to make our workshop recordings widely available. Based on feedback from our members, this has been very successful despite the difficulties associated with COVID-19. In this post, we share a bit more information on our events and what has worked for our group.

Workshops

Starting from April 2020, we organized 11 R workshops, ranging from basic data cleaning and visualization to more advanced R usage like R package development and popular topics such as machine learning. One of our goals is to celebrate gender diversity in the R community by highlighting different speakers. We also aim to engage R users from all different levels and encourage speakers to share their learning experiences. We made all workshop content and notes captured during Q&A available to the public through our Youtube channel and event recaps on the R-Ladies Philly blog. See below for links to our workshop events:

  1. Tidyverse (April 2020) – Kelsey Keith
  2. A/B Testing in R (May 2020) – Elea McDonnell Feit
  3. Introduction to R lightning talks (June 2020)
    • 6 R Packages to Add to Your Workflow – Jinyi Kuang
    • How to install R and RStudio for the first time – Tess Cherlin
  4. How to Test and Roll (July 2020) – Elea McDonnell Feit and Ron Berman
  5. Hands on Machine Learning (August 2020) – Jaclyn Taroni
  6. Decision Trees & Random Forests (September 2020) – Trang Le and Karla Fettich
  7. Flexdashboard and debugging with shinyobjects (October 2020) – Jake Riley
  8. Your first R package in 1 hour (November 2020) – Shannon Pileggi
  9. Data Visualization (December 2020) – Trang Le
  10. Introduction to R dashboard development with Shiny Dashboard (January 2021) – Anastasia Lucas
  11. From Learn-R to Teach-R (February 2021) – Ama Nyame-Mensah, Cass Wilkinson Saldaña and Silvia Canelón
A screenshot from our panel event that is posted on YouTube. Here we used slido.com to facilitate a panel session with R educators. The top upvoted questions are: “How can I teach my coworkers R?”, “Learning what to google when something went wrong was such a big factor in my own learning curve. Any advice for helping beginners learn what to search?” and “How do you come up with good active learning opportunities, or examples?”

Datathons

We asked Datathon 2021 participants how they would describe the experience in one word or phrase. This word cloud visualizes their responses. Teamwork, learning, and cats feature prominently.

Every year, R-Ladies Philly organizes a datathon that aims to bring R enthusiasts and community organizations together to create insights through data and give participants exposure to new techniques, real-world data, and a diverse group of local data science professionals. These datathons consist of in-person kickoff and conclusion events, and 6 weeks of online collaboration in between. 

The pandemic caught us in the middle of our 2020 datathon, which was a collaborative effort with other local data groups to help address the opioid epidemic in Philadelphia, so the conclusion meetup had to change format from in-person to online (see a recording here). 

In 2021, we had to switch to a fully online format, where the kickoff meetup was held via Zoom and participants organized themselves into groups through breakout rooms. Our 2021 datathon explored judicial patterns in Philadelphia courts, including bail, sentencing, and the concept of ‘judge harshness’. Participants worked together using Zoom, Slack, GitHub, and a shared Google doc for Q&A that also allowed the partner organization to answer questions asynchronously. Our conclusion meetup (view the recording here) showcases some of the highlights of this year’s datathon findings and the work that participants have put into analyzing a large and complex real-world dataset. 

Insights from a virtual year

Overall, we are looking forward to returning to our pre-pandemic format when it is safe to do so. Being forced to adapt our approach has had some benefits. We were able to reach a broader audience that was not previously able to travel to our events. We were also able to try new event formats and new technology. For example, we held two virtual social events where we experimented with different formats to get to know each other remotely. We also used tools like breakout rooms in zoom for our datathon and online tools like sli.do for polls and Q&A sessions for our panel and datathon events. We also tried to keep our events as interactive as possible with lively chats and the usage of Google docs to track and answer all participant questions during workshop events. These practices will be useful for all future workshops, whether virtual, in-person, or hybrid.

We are looking forward to continuing to build our online presence with more YouTube and blog posts, even when we are able to meet again face to face. If you are interested in joining us, please look for upcoming events on our meetup page. We are also seeking volunteers to plan and lead hands-on workshops for the remainder of 2021. Please learn more by visiting our website.

Some photos of our in-person meetups before the pandemic. We look forward to eating pizza together again one day.

Tidyverse Overtakes For Loops in Melbourne, Australia

By Blog, Events

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups around the world organize, share information and support each other. The wealth of knowledge in the community and the drive to learn and improve is inspiring. We had a chance to talk with Jiun Siew, Data Scientist and organizer of R User Group Melbourne, to find out more about the R community in Melbourne, how they’re holding up during the pandemic, trends in R, and what the future holds. 

If you are interested in applying to the RUGS program for your organization, see the How do I Join? section at the end of this article.

RC: What is the R community like in Melbourne?

Melbourne has a vibrant community, with a mixture of students, professionals, and industries involved. Our R Meetup has almost 3,000 members who are interested in R and Data Science. We do get a little support in organizing from some of the companies in the area.

RC: How has COVID affected your ability to connect with members?

Melbourne had a very strict lockdown happen. We had a 5km travel radius where we were allowed to travel, restrictions on going to grocery stores, and the like. Because of that, we couldn’t meet in person. To get around this, we did our meetings primarily on Zoom.

RC: Can you tell us about one recent presentation or speaker that was especially interesting and what was the topic and why was it so interesting? 

In the last meetup in November, WhyHive, who does analytics using Shiny, did a presentation for the work they did for the International Women’s Development Agency. It was amazing to see, and they were such a young crew. WhyHive is a social enterprise that works with non-profits to analyze and make data-driven decisions. Typically, our Zoom meetings with higher turnout tend to be around 30 to 40 people. For this one, we had 70 to 80. The conversation for this was so good that we had to cut off questions to them at the end due to time.

RC: What trends do you see in R language affecting your organization over the next year?

The overall trend where more of our users are going is Tidyverse and all things Tidy. For better or worse, it is where our users tend to be going. We have seen a lot of time series, tidy objects, tidy models, and the like. In our organization, it has become almost the de facto method, to the point where people don’t usually use For loops anymore.

RC: When is your next event? Please give details!

We are currently in the planning stage, and we are looking for a speaker. More details to come soon!

RC: Of the Funded Projects by the R Consortium, do you have a favorite project? Why is it your favorite?

Due to my work, Mater 2.0 stuck out to me. It would be very nice to deal with larger data frames. It would help with scaling projects to a larger size.

RC: Of the Active Working Groups, which is your favorite?  Why is it your favorite?

The ones that I saw, distributive computing, were really interesting. Being able to scale is one of the problems and one of the limitations that our members run into. You can multithread it or hack parallels or distribute a job, but it would be awesome if it were more native. This would also help with scaling projects up for people who work in industry.

RC: There are four projects that are R Consortium Top Level Projects. If you could add another project to this list for guaranteed funding for 3 years and a voting seat on the ISC, which project would you add?

I think there should be more put into diversity and inclusion. This is a really important field that I believe should be emphasized. Another one would be looking into scalability in R and making it more usable in work environments. I attended an R User Conference in Brisbane some years ago, and what I saw showed a lack of scaling. In industry we try to use R in production, and the lack of scalability is an issue in R. This issue is becoming more important.

How do I Join?

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups around the world organize, share information and support each other. We have given grants over the past 4 years, encompassing over 65,000 members in 35 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. We are now accepting applications!

Brazil’s R Community is Vibrant and Active

By Blog, Events

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups around the world organize, share information and support each other. The wealth of knowledge in the community and the drive to learn and improve is inspiring. We were able to talk to Adriano Belisario, program manager at School of Data Brazil (Open Knowledge Brazil) and associated researcher at MediaLab.UFRJ to find out more about the da R community in Brazil, how they are dealing with the pandemic, what trends are happening in R in Brazil, and how they are heading forward.

RC: What is the R community like in Brazil?

The R community in Brazil is very vibrant and generous. There are a lot of initiatives like meetups, events, open classes, and tutorials for people who want to learn to program in R. Personally, I would like to highlight three initiatives from the Brazilian community: R Ladies Brazil, Curso-R, and R Brasil Telegram group.

In a country with so many levels of inequality, the R Ladies Brazil does an amazing work on making sure that R would be accessible to women and other underrepresented groups. Curso-R creates courses, free books, tutorials and a lot of excellent materials for those who use R in Brazil. They also have a YouTube channel that provides live streams, debates and live coding in Portuguese in R. Finally, the Telegram group has more than 2000 active members currently. It is a very active channel for the community, where people discuss, exchange information about events, support others with technical issues, and offer help to other users. 

RC: How has COVID affected your ability to connect with members?

Since 2016, the School of Data Brazil has organized the Brazilian Conference on Data Journalism and Digital Methods (Coda.Br), the main event of this area in Latin America. This conference and most of our activities used to be in-person before COVID. The exception was an experience doing online courses (MOOCs) with the Knight Center for the Journalism in America (University of Texas), but since the beginning of the pandemic we needed to reinvent all of our methodologies, courses and community activities towards the online environment. Although we miss in person meetings, this change has allowed us to work with people all across Brazil. We had excellent results with the last conference, which was also supported by R Consortium.

RC: Can you tell us about one recent presentation or speaker that was especially interesting and what was the topic and why was it so interesting? 

Talking about Coda.Br and R-Ladies, I will mention the presentation of Gabriela de Queiroz on AI Bias. She introduced the topic explaining for a broad audience some critical implications of AI nowadays. In the talk, Gabriela presented the general issue of dealing with bias in data and went over how to mitigate these biases using open-sources programs. She introduced toolkits, software, and libraries that are used to address this problem, like Fairlearn, Lift, What-If Tool and AI Fairness 360.

RC: What trends do you see in R language affecting your organization over the next year?

Thinking about not only my organization, but the entire field of data journalism and the use of R language by journalists, I would say that with the general election for the government coming up, access to election data, governmental budget might be an important topic. While we have access, it is not always easy to query it. There is a lot of work in collecting, preparing, cleaning, and transforming the data so it can be analyzed for public use. That’s why the work done by initiatives such as Brasil.IO or Base dos Dados is so important. They offer open data well structured, cleaned and ready to use. The last one also has a package in CRAN. So we might see some impact in terms of academic research and data journalism, since it is becoming easier to realize more complex analysis merging several datasets. Finally, along with the election, environmental data will be important as climate change is an urgent topic globally and locally. In School of Data Brazil, we have created a course about environmental data journalism, in partnership with the Earth Journalism Network.

RC: Do you know of any data journalism efforts by your members?  If not, are there particular data journalism projects that you’ve seen in the last year that you feel had a positive impact on society?

Since the School of Data is focused on data journalism and data literacy, there are a lot of people across the country in our network with experiences in these fields. We also have a membership program with hundreds of journalists, researchers and developers. The program offers benefits such as webinars, dedicated channels and free entry in Coda.Br, for those who support our activities through a fee, as we are a nonprofit organization.

Another way we support data journalists is through the Claudio Weber Abramo Award. This awareness recognizes and stimulates high-level excellence in data journalism in Brazil. The award and this open forum we’ve created help to highlight the best works in the country and keep the community engaged. One of the highlights of the Award is the fact that the summary of all subscriptions of the last edition are available on the website. 

RC: When is your next event? Please give details!

Our conference – Coda.Br – is going to be held online, November 8-13. Second online convention due to the pandemic.

RC: There are four projects that are R Consortium Top Level Projects. If you could add another project to this list for guaranteed funding for 3 years and a voting seat on the ISC, which project would you add?

I would love to see an effort to promote data literacy. Not just for journalists, but for everyone. We need to make sure that most people have access to the basic mindset to properly understand, analyze, and criticize data.

How do I Join?

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups around the world organize, share information and support each other. We have given grants over the past 4 years, encompassing over 65,000 members in 35 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. We are now accepting applications

Checking in with R-Ladies Taipei

By Blog, Events
 Kristen Chan, R-Ladies Taipei organizer

R Consortium’s R User Group and Small Conference Support Program (RUGS) is made to support R groups around the world by providing grants to help R groups organize, share information and support each other. Unlike many groups over this past year, the R groups in Taiwan did not have as long a disruption as other groups did. Can they provide a glimpse of how the rest of the world can hold regular meetings? Do they have a way to mix the wave of virtual meetings along with local meetings? We talked with Kristen Chan, current R-Ladies Taipei organizer, to find out more.

RC: What is the R community like in Taiwan?

In Taiwan, we have two R communities, one is R-Ladies Taipei which I host, and another one is Taiwan R user group. Both of the R communities promote and build up venues for friendly data discussion. We welcome talks on any data topics such as Machine Learning, Deep Learning, Data Analytics, Data Engineering, and meet every Monday night. The last Monday of every month is reserved for women.

RC: In the past year, did you have to change your techniques to connect and collaborate with members?  

In Taiwan, at the very beginning of 2020, we stopped the face-to-face meetup and started thinking about how we can continue to maintain the meetup. But how lucky we are! Taiwan’s CDC has the pandemic under control, so we can do everything as normal. So we still have the regular meetup, but we require everyone to wear masks to protect each other during the event.

RC: Can you tell us about one recent presentation or speaker that was especially interesting and what was the topic and why was it so interesting? 

In October 2020 we held a satRday conference. It was the first time we had this satRday event and also it is the first one in Asia. And it was tough to make this conference happen during the COVID-19 pandemic. Fortunately, we had invited Yihui Xie who works for RStudio to give us a wonderful talk. We are using the online meeting to make this happen. The topic is R Markdown. It was an interesting and unforgettable presentation because most of us don’t have the experience to talk to the author directly, so all the attendances were learned a lot.

Photo from satRday Taiwan, Oct 2020

RC: Do you know of any data journalism efforts by your members? If not, are there particular data journalism projects that you’ve seen in the last year that you feel had a positive impact on society?

Yes, some of our members are reporters. They are learning R and some BI tools to help them deal with the data cleaning and make some graphs to let people know more about information. 

And we also have a community called “知了新聞 Cicadata.” It’s a community about data journalism and its goal is that they want the data journalism field more open. By the way, one of the founders of 知了新聞 is also Taiwan R user group’s current organizer.

RC: When is your next event? Please give details!

We are still planning the event. But I think we will have a series of beginner  tutorialmeetups to let more people know R.

RC: Of the Funded Projects by the R Consortium, do you have a favorite project? Why is it your favorite?

My favorite project is “Consolidating R-Ladies Global organizational guidance and wisdom”. Because of the diversity issue, it touched me more. 

RC: Of the Active Working Groups, which is your favorite? Why is it your favorite?

My favorite is “Distributed Computing.” Because the data becomes bigger and we need to deal with that and also want to save some time, what we need is Distributed Computing.

How do I Join?

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups around the world organize, share information and support each other. We have given grants over the past 4 years, encompassing over 65,000 members in 35 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. We are now accepting applications

Spectacularly Prescient – satRday South Africa Covered COVID Data Before Pandemic Hit

By Blog, Events

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups around the world organize, share information and support each other. The wealth of knowledge in the community and the drive to learn and improve is inspiring. With the wide disruption of events due to COVID-19 this year, we are interested in how groups are getting on despite the disruption in normal communication. The pandemic has focused our interest to look at how we communicate both at conferences as well as communicating with people outside of the main events while navigating the new challenges that the pandemic has created.

We talked with Andrew Collier, Data Scientist, Fathom Data, and satRday conference organizer, to find out how the R community in South Africa is faring. 

RC: How has COVID affected your ability to connect with members?

Well, we have run our conference for four years in succession. Actually, in 2020 we had the conference on the day that they announced the first official COVID case in South Africa. It was an in-person conference, but basically it was immediately before lockdown. That’s completely derailed our plans to do anything this year. I don’t really think I have the appetite for organizing an online conference. If I’m going to organize a conference I want to see people in the flesh.

That’s on the conference side, but as far as the meetups are concerned they are still soldiering on. Actually, I gave a talk for R-Ladies Cape Town towards the end of last year and they are still holding fairly regular meetings. It doesn’t seem to have a massive impact on them. If anything, I suspect that they are finding the logistics of organizing the meetings easier because they don’t have to organize a venue or eats or that kind of thing.

RC: How did the technology to connect change over the last year?

It varies. I know that we did the talks to R-Ladies Cape Town on Google Meet. But, I’ve also seen them using Zoom, and I’ve also seen them using Microsoft Teams as well. All kinds of platforms.

RC: Can you tell us about one recent presentation or speaker that was especially interesting and what was the topic and why was it so interesting? 

If I could pick out a talk I really enjoyed, and was spectacularly prescient at the time, it would be a talk at satRday last year where Robert Bennetto told us about COVID and what was going to happen before it happened!. So he had done a bunch of modeling, and everyone else was thinking “Hum, what’s the COVID thing all about,” and he stood up on stage and told us and within days what we had been told at the conference was our new reality. People didn’t see the relevance at the time, and they didn’t realize the enormity of what was about to happen.

RC: Do you know of any data journalism efforts by your members?  If not, are there particular data journalism projects that you’ve seen in the last year that you feel had a positive impact on society?

I’m not aware of anyone who has been to the conference who is a data journalist. I have a couple of contacts in Cape Town who are data journalists but they don’t use R as their main platform. The other thing that I have seen a lot of journalists do is that they go so far in R but then they take it across to another tool … to tweak the presentation. Like take it across into inkscape, and then actually build the visualization in inkscape, which to my mind kinda defeats the object of having a reproducible system if component of it has to be done by hand.

RC: When is your next event? Please give details!

We don’t have any immediate plans. I don’t think we are doing it this year. February, March, April worked out to be a good time relative to school terms and public holidays and things. It was a time where we could find a weekend when most people didn’t have any commitments. And the rest of the year that tended to be tricky. If it was to happen again it would be the same time next year.

RC: On social distancing on possible future events

I would prefer not to do that, but I think that realistically we would have to. Unfortunately it does make social interactions more difficult.

RC: Of the Active Working Groups, which is your favorite?  Why is it your favorite?

The R-Ladies group is my favorite, and I am a little bit awed by how successful that group is. I have tried to run meetups myself, and it’s hard work. And it’s not particularly rewarding because at least where I live people will sign up for a meeting, and say I’m coming and on paper you’ll have 50 people coming to your meeting, and you’ll arrive having catered and only a few people arrive. I’m not exaggerating, that’s a realistic scenario. So, that’s a little bit disheartening. But the R-Ladies are well attended so, I don’t know what the secret sauce is, but it does work.

How do I Join?

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups around the world organize, share information and support each other. We have given grants over the past 4 years, encompassing over 65,000 members in 35 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. We are now accepting applications!

GlaxoSmithKline (GSK) Joins R Consortium

By Announcement, Blog

GSK providing COVID era leadership, helping adoption of R Language as standard tool for pharmaceutical industry

SAN FRANCISCO, May 4, 2021 – The R Consortium, a Linux Foundation project supporting the R Foundation and worldwide R community, today announced that GlaxoSmithKline (GSK) has joined as a Silver Member. GSK is a multinational pharmaceutical company headquartered in London, England. GSK manufactures products for major disease areas such as asthma, cancer, infections, diabetes and mental health. 

“R is not just an alternative programming language.  Through Rmarkdown and Shiny it has the potential to fundamentally change the way we report and share information within the industry.  It will help us make better decisions, faster; to the benefit of patients everywhere.  We have been actively contributing to the R Consortium Working Groups for quite some time and joining the R Consortium recognises the important role that the R Consortium has to play in shaping the future of R within the pharmaceutical industry,” said Andy Nicholls, Senior Director, Head of Statistical Data Sciences at GSK. “Joining as a Silver member shows our commitment to build a strong R Language infrastructure.”

“We have worked directly with GSK through the R Consortium Working Groups, and having GSK join the R Consortium as a Silver member is an exciting step forward that will positively impact how the R Language advances in the pharmaceutical sector,” said Joseph Rickert, RStudio’s R Community Ambassador and R Consortium Board Chair. “GSK leadership will help data analysis and visualization in the medical field immensely.”

The R Consortium has multiple separate Working Groups focused on pharmaceutical issues: RTRS (Tables), R Submissions (IT), Validation, and more. Participation in R Consortium Working Groups in the pharmaceutical space by GSK will help continue to expand their reach. The Working Groups add value to member companies by initiating and cultivating industry-wide collaborative projects. This is critical in the pharmaceutical industry, providing a framework for competitors to come together and cooperate under an open governance framework to build infrastructure at low-cost. To find out how you can join an R Consortium Working Group, see https://www.r-consortium.org/projects/isc-working-groups 

About GSK

GSK is a science-led global healthcare company with a special purpose: to help people do more, feel better, live longer. For further information please visit www.gsk.com/about-us.

About The R Consortium 

The R Consortium is a 501(c)6 nonprofit organization and Linux Foundation project dedicated to the support and growth of the R user community. The R Consortium provides support to the R Foundation and to the greater R Community for projects that assist R package developers, provide documentation and training, facilitate the growth of the R Community and promote the use of the R language. For more information about R Consortium, please visit: http://www.r-consortium.org.

About Linux Foundation 

Founded in 2000, the Linux Foundation is supported by more than 1,000 members and is the world’s leading home for collaboration on open source software, open standards, open data, and open hardware. Linux Foundation projects like Linux, Kubernetes, Node.js and more are considered critical to the development of the world’s most important infrastructure. Its development methodology leverages established best practices and addresses the needs of contributors, users and solution providers to create sustainable models for open collaboration. For more information, please visit us at linuxfoundation.org

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Find out about the R Community in Zurich, Switzerland

By Blog, Events

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups around the world organize, share information and support each other. The wealth of knowledge in the community and the drive to learn and improve is inspiring. We had a chance to talk with Muriel Buri, Statistical Scientist and organizer of Zurich R User Meetup, to find out more about the R community in Zurich, how they’re holding up during the pandemic, trends in R, and what the future holds. 

If you are interested in applying to the RUGS program for your organization, see the How do I Join? section at the end of this article.

RC: What is the R Community like in Zurich?

We started with the RUG in 2015 and by now we have just 2000 members. However, looking at Switzerland, there are smaller communities based in Lucerne and Bern and there is one R-Ladies group in Lausanne, which’s the French part of Switzerland. They all are a bit smaller, however, it’s a nice exchange between the groups and as you might be aware, the Zurich team is very much involved in organizing the Global User R Conference.

Zooming back in on the R community in Zurich, it’s a very diverse community. As mentioned, the Zurich RUG was founded in December 2015 and has been growing substantially since. The frequently organized Meetup events regularly gather a crowd of over 100 people and foster a very lively and intensive exchange among the R community in the Zurich region. The diversity regarding the applications of R, as well as the different occupations of the useRs in the community, such as data journalism, academic research, different insurances, official statistics, foundations, etc. are unique and outstanding characteristics of the Zurich R community.

The diversity is also what I enjoy the most at all these meetings. Not just having an exchange between the group you usually interact with, but having a broader exchange with different people, professions, levels of useRs, application fields, etc. To summarize, the community is very inclusive, and there is no such thing like a stupid question.

RC: How has COVID affected your ability to connect with members?

The Zurich RUG has shifted its focus a bit as many of the RUG members are now actively involved in the virtual global useR! 2021 conference. This has already started when we originally applied for the (planned) in-person useR! 2021 which has by now became the global virtual useR! 2021 conference. Hence, for me, it is challenging to distinguish between how COVID has affected us and how our engagement in the organisation of the useR! 2021 has affected our local activities.

At the start of the pandemic, we did not organise anything. After two or three months into the ‘lockdown’ (which in Switzerland was quite soft in comparison to other countries), the small group of the RUG Zurich organizers met in a park for lunch. At that time, I do recall that we all were a bit Zoom-fatigued. We then waited for a while and organised our first virtual event in October 2020. It was nice and many people attended it. However, what we always enjoyed best was having the beer part afterwards. Having this all virtual just wasn’t the same. It is very difficult to get that socializing part going in a virtual space.

Luckily, the Swiss R community is still active thanks to the Lucerne useR! group (@lucerne_r) which have actually started during the pandemic. They nicely promote their online events on Twitter, and we’d always retweet these tweets for our own community. It is nice to see that the community isn’t asleep.

RC: Can virtual technologies be used to make us more inclusive?

I personally do believe that virtual technologies do have the power to make us more inclusive, yes. As an example, the useR! 2021 conference will be the first R conference that is global by design, both in audience and leadership. Leveraging a diversity of experiences and backgrounds helps us to make the conference accessible and inclusive in as many ways as possible and to grow the global community of R users giving new talents access to this amazing ecosystem. New technologies make the conference more accessible to minoritized individuals and we strive to leverage that potential. Additionally, we pay special attention to the needs of people with a disability to ensure that they can attend and contribute to the conference as conveniently as possible. 

That being said, we will surely do our best to use these innovations also later within our own Zurich based community.

RC: Can you tell us about one recent presentation or speaker that was especially interesting and what was the topic and why was it so interesting? 

There is no specific presentation that I would like to highlight. To me it seems our audience always appreciates events with learning tutorials very much.


For example, we once had a presentation on Docker for R users. Another time, we were able to encourage Martin Mächler to give a talk. That was also really great. His presentation was entitled “What I find important in R programming and recent cool features in R.”

The way we often organize our meetups is that we will have one specific topic and two speakers presenting. As mentioned, the R community in Zurich is very heterogeneous so that we would for example have a financial theme for one meetup and would then look for a bank to sponsor and/or host our event. Or we’d have an insurance related topic and try to organise this event at an insurance company.

RC: What trends do you see in R language affecting your organization over the next year?

In the age of this pandemic, virtual meetups have become an indispensable tool for the community. Based on this, I was wondering if the local R community groups will still be as important as they used to be. It seems to me that the community is moving closer globally and even more (virtual) exchange is happening. 

The question of predicting a specific trend in R language affecting our organization over the next year is challenging. From my personal perspective, as I now work in the pharma industry, I see a big trend moving away from SAS towards R. With this, the promotion of friendly end-user Shiny Apps to present and discuss data analyses to people who are less familiar with the concepts is a big trend too.

RC: Do you know of any data journalism efforts by your members? If not, are there particular data journalism projects that you’ve seen in the last year that you feel had a positive impact on society?

Yes, indeed, there are at least two members at Zurich RUG, Timo Grossenbacher (@grssnbchr) and Marie-José Kolly (@mjKolly). They have both presented their work at our meetups and the community has been very interested in their talks.

Marie-José writes data journalism articles for the Republik magazine in Zurich. One of her articles is about the protection of unborn life and the woman’s right to self-determination. The article allows for a visual journey through the weeks of pregnancy. The article is also nominated for the Swiss Press Award and can be accessed here (paywall, in German).

RC: Of the funded projects on R Consortium, what is your favorite project and why?

To be honest, I wasn’t aware that there are so many different funded projects on R Consortium. What a great effort!

The satRday conferences are events that I enjoy very much. The support of the R-Ladies groups is surely also a project that I personally like a lot.

RC: There are four projects that are R Consortium Top-Level Projects. If you could add another project to this list for guaranteed funding for 3 years and a voting seat on the ISC, which project would you add?

That is a challenging question. I worked myself in Uganda and taught statistics to veterinary medical doctors. R as an open-source program for statistical computing is fantastic as everyone with internet access can make use of it. I think I would personally promote more such projects to promote the growth of the global community of R users by advancing its accessible and inclusiveness. I’d initiate a project that promotes the global use of R. This vision is motivated by my experience of seeking sponsors for the global useR! 2021 conference. We did experience some challenges to gain access to all global communities, e.g. R is used in so many parts of the world but not everyone yet might be aware of the great resources, the worldwide community and the global exchange… Yes, I would suggest a project that pursues this vision.

How do I Join?

R Consortium’s R User Group and Small Conference Support Program (RUGS) provides grants to help R groups around the world organize, share information and support each other. We have given grants over the past 4 years, encompassing over 65,000 members in 35 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. We are now accepting applications

March 2021 ISC Call for Proposals – Now Open!

By Announcement, Blog

The deadline for submitting proposals is April 19, 2021.

The March 2021 ISC Call for Proposals is now open. The R Consortium’s Infrastructure Steering Committee (ISC) solicits progressive, pioneering projects that will benefit and serve the R community and ecosystem at large. The ISC’s goal is to foster innovation and help bring your ideas into tangible realities. 

Please consider applying!


Although there is no set theme for this round of proposals, grant proposals should be focused in scope. If you are currently working on a larger project, consider breaking it into smaller, more manageable subprojects for a given proposal. The ISC encourages you to “Think Big” but create reasonable milestones. The ISC favors grant proposals with meaningful detailed milestones and justifiable grant requests, so please include measurable objectives attached to project milestones, a team roster, and a detailed projection of how grant money would be allocated. Teams with detailed plans and that can point to previous successful projects are most likely to be selected.


To submit a proposal for ISC funding, read the Call for Proposals page and submit a self-contained pdf using the online form.

Upcoming Event: The role of data journalism in the COVID-19 pandemic

By Blog, Events

Join us March 18, 9:00 a.m. – 10:30 a.m. PDT. More information!

The role of data journalists in the scientific process has traditionally been overlooked. However, the most recent pandemic showed how journalism shapes scientific responses and public policy. Thousands of journalists rose to the challenge when the public needed information in order to respond to the rapidly spreading COVID-19 pandemic. Journalists acquired COVID-19 data, visualized it and disseminated their work to help the world contain the virus and flatten the curve. 

In order to effectively respond to the pandemic, the world needs a coordinated response driven by accurate, complete data. The data must encompass local outbreaks and be released quickly so action can be taken. Journalists, with experience collecting local information and releasing articles in a timely manner, were well suited to help inform the public. However, by visualizing and analyzing COVID data, journalists became participants in the scientific process rather than simple conveyors of results. Their efforts help data scientists, inform decision-makers and shape a new role for data journalism in crisis situations. 

On March 18 the COVID-19 Data Forum, sponsored by the Stanford Data Science Initiative and R Consortium, will host a meeting to discuss how a new breed of data journalists collected quantitative data that helped fight the pandemic. The forum will also discuss how data scientists utilize their resources to create better models. 

Speakers: 

The event is free and open to the public!

Join us March 18, 9:00 a.m. – 10:30 a.m. PDT. More information!

Major Success! Highlights from the Brazilian Conference on Data Journalism and Digital Methods (CODA.br)

By Blog

On November 2 – 7, 2020, the 5th edition of the Brazilian Conference on Data Journalism and Digital Methods (CODA.Br) took place with 50 national and international guest speakers and 16 workshops. CODA.Br is the largest data journalism conference in Latin America and this year was completely virtual.

Open access to all debates, keynotes, lightning talks and presentations of the second edition of the Cláudio Weber Abramo Data Journalism Award is available on the CODA.br website (in Portuguese): https://escoladedados.org/coda2020/

Organized by Open Knowledge Brasil and Escola de Dados (School of Data Brazil), CODA.Br is backed by the support of multiple large scale associations including the Brazilian Association of Investigative Journalism (Abraji), R Consortium, Hivos Institute, Embassy of the Netherlands and the United States Consulate. 

With more than 500 attendees, CODA.Br held cutting edge panel discussions covering topics such as avoiding bias in AI with open source tools, Health in journalism and Covid-19, and challenges in the Amazon. Workshops were also held covering a broad range of contemporary subjects like evaluating election data with R and analysis of socioeconomic data in QGIS were held totalling over 24 hours of programming.

Coda.Br made itself even more accessible to the public by offering 150 free passes to build a more diverse, impactful audience. The event attracted participants from 25 states and the federal district in all Brazlian regions. With an average of 73 attendees per workshop, more than half of participants surveyed considered the workshops to be “excellent”.

 We can’t wait to see what next year brings for CODA.Br!