The PolicyViz Podcast The PolicyViz Podcast

Amanda Makulec is the current Executive Director of the Data Visualization Society (DVS), and in this week's episode of the PolicyViz Podcast, we discuss her journey and the DVS's evolution as it approaches its fifth anniversary. Amanda shares her experience starting as a volunteer all the way to leading the entire organization. With her second term coming to an end, she emphasizes the importance of term limits and her commitment to ensuring the organization's sustainability by focusing on operational systems, finances, compliance, and community responsiveness.

Topics Discussed

* Leadership and Evolution of DVS. Amanda discusses her path from volunteering to leading DVS and reflects on the importance of term limits and her dedication to the sustainability of the society.
* Community Building and Knowledge Sharing. Amanda discusses DVS's role as a hub for individuals from different tech backgrounds to share insights and best practices and how DVS seeks to create more meaningful community spaces.
* Data Literacy and Supportive Initiatives. We discuss DVS's commitment to data literacy and providing a nurturing environment through initiatives like the Outlier conference and the Nightingale magazine.
* Navigating Social Media and Communication Platforms. As I've talked about with other recent guests, we talk about decreased engagement on Twitter/X and limited real-time interaction on LinkedIn. We discuss the balance between online space fragmentation, privacy, and psychological safety, as well as DVS's use of Slack and potential migration to other platforms such as Discord.
* Financial Challenges and Operational Sustainability. We talk about the financial constraints of DVS, including the high costs of Slack, and the importance of allocating the budget wisely to support key community and operations management roles.

➡️ Check out more links, notes, transcript, and more at the PolicyViz website. [https://policyviz.com/podcast/episode-244-maureen-stone/]

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In this week's episode, I chat with Dietmar Offenhuber about his new book, Autographic Design and the concept of autographic data analysis. Dietmar stresses the significance of recognizing the material origins of data and the influence of extraneous variables. He advocates for a qualitative approach that pays attention to data traces, which can uncover deeper narratives. In our conversation, we explore what is meant by autographic design and urge a wider lens on data to grasp multifaceted problems thoroughly. Additionally, Dietmar's work underscores the interplay between qualitative and quantitative methods, emphasizing the role of subtlety and conjecture in data interpretation to bring a more nuanced understanding of the stories behind the numbers.

Topics Discussed

* The Material Context of Data Collection. We dive into why understanding where and how data is collected is paramount for accurate analysis. We talk through a number of examples in Dietmar's work and book.
* The Impact of the Third Variable. We explore how the introduction of a third variable can dramatically shift the interpretation of data and data visualizations. We discuss the importance of being vigilant for these variables to avoid erroneous assumptions.
* Unintentional Digital Traces. Our conversation uncovers the value of unintentional digital traces that we leave behind and how they can be a gold mine for analysts.
* Qualitative Meets Quantitative. We discuss the need for blending qualitative insights with quantitative research and how they can complement each other to provide a fuller picture of analysis.
* The Speculative Nature of Data Analysis. We address the inherently speculative aspect of data analysis, highlighting the fact that, despite the numbers, much of what analysts do involves informed guesswork.
* A Call for Collaboration. The discussion opens the floor for collaborative efforts, emphasizing that the best results often come from pooling knowledge and expertise across different fields.

➡️ Check out more links, notes, transcript, and more at the PolicyViz website. [https://policyviz.com/podcast/episode-244-maureen-stone/]

Sponsor: Maryland Institute College of Art

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In this week's episode of the podcast, I welcome author, speaker, and professor Alberto Cairo to the show. We discuss his most recent book, The Art of Insight [https://amzn.to/3P2DdTo], and our conversation extends to acquiring reliable data and challenges people across the world face in creating useful and accessible data visualizations. We also discuss the current state of social media as it relates to the data visualization community and Alberto contemplates the future landscape for both the community and data-related conferences in a post-pandemic world.

Topics Discussed

* The Quest for Reliable Data: Alberto and I discuss the critical importance of acquiring accurate and reliable data. We talk about the the complexities involved when dealing with cross-country datasets and how cultural and systemic differences can impact data collection and representation.
* The Shifting Platforms of DataViz Communities: Once a thriving hub for sharing insights and innovations, Twitter's popularity in the dataviz community is on the decline. We explore the implications of this shift and what platforms are emerging as new gathering spots for professionals and enthusiasts alike.
* The Post-Pandemic Outlook: With the world slowly adjusting to the new normal, we consider the future of data-related conferences and community gatherings. How will these events evolve, and what can we expect from virtual and in-person interactions in the coming years?
* Spotlight on Alberto: No conversation about data visualization would be complete without mentioning Alberto's influential work in the field. We talk about his contributions, including his most recent book, The Art of Insight, and how his teachings have shaped the way we approach data storytelling.

➡️ Check out more links, notes, transcript, and more at the PolicyViz website. [https://policyviz.com/podcast/episode-244-maureen-stone/]

Sponsor: Maryland Institute College of Art

The Maryland Institute College of Art (MICA) application deadlines for summer and fall are April 22 and August 1. Spots are limited, so start your application now and talk to an enrollment coach by filling out our form at online.mica.edu/dav/ [https://online.mica.edu/dav/].

In this week's episode, we delve into the pivotal role of visual clarity in scientific research. Join me and Professor of Clinical Epidemiology Maarten Boers as we discuss his new book, Data Visualization for Biomedical Scientists. If you are at all interested in being a better science communicator—and especially if you are interested in publishing your work in academic journals—this episode is for you! We talk about how Maarten's book extends beyond the world of biomedical science into good table design, small multiples, and how academic publishing needs to get its act in order.

Topics Discussed

* The Necessity of Clear Experimental Procedures: We highlight the significance of understanding every step within an experiment. Our discussion unpacks the ways in which clear, precise procedures facilitate reproducibility and validation of scientific work.
* Deciphering Scientific Terminology: Maarten's book emphasizes the importance of demystifying complex scientific jargon. We examine strategies for breaking down terminology barriers for both specialist and general audiences.
* Graphical Excellence in Research Communication: We focus on the power of well-titled, labeled, and annotated graphs in conveying research and analysis.
* Impactful Captions and Visual Storytelling: Captions are more than mere descriptions—they're a gateway to engaging the reader. We explore how to craft active captions that not only inform but also captivate and retain the reader's attention.
* Challenges in Academic Publishing: We confront the practical challenges researchers often encounter with journals, their design (or lack thereof), and other publishing pitfalls. We talk about how to effectively intervene when production staff mishandle figures and how to work within the constraints of journal page limits.
* Ensuring Accuracy in the Publication Process: Our conversation also touches on the responsibilities of researchers to ensure their findings are presented accurately and effectively, even in the final stages of publication.

➡️ Check out more links, notes, transcript, and more at the PolicyViz website. [https://policyviz.com/podcast/episode-244-maureen-stone/]

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On this week's episode of the podcast, we dive into the transformative work of Neighborhood Nexus, led by Tommy Pierce. This civic data intermediary is making waves in Georgia by harnessing the power of data to create a lasting social impact. Here are the highlights of our discussion on how Neighborhood Nexus is revolutionizing the nonprofit sector through data-driven strategies:

Topics Discussed

* The Mission of Neighborhood Nexus: We explore the core objectives of the organization, which include addressing inquiries, informing programs, and fostering crucial relationships between data providers and users. The organization's goal is to enhance the nonprofit sector's ability to utilize data for effective problem-solving and informed decision-making.
* Data Utilization and Technical Assistance: Discover how Neighborhood Nexus offers support to ensure that data is not just collected but used effectively. This includes advocating for data-informed leadership through comprehensive training and building a community around data expertise.
* Quantitative vs. Qualitative Data: We highlight the organization's focus on not just numerical data but also qualitative insights. This includes gathering real-time information and community input, recognizing the need to capture the full spectrum of lived experiences.
* Bridging the Gap: Learn about the pivotal role Neighborhood Nexus plays in connecting local and regional governments with nonprofits. The organization helps with strategic planning and addresses the resource challenges exacerbated by the pandemic, emphasizing data and equity.
* Understanding Local Nonprofit Sectors: The episode delves into the challenges of missing data and the importance of marketing insights to serve communities more effectively. We discuss the organization's collaborative efforts with local journalism for deeper data collection and understanding of community needs.
* Navigating the Political Landscape: The discussion touches upon the political context in Georgia, particularly the urban-rural divide that transcends traditional partisan lines, and how this affects data-driven approaches.
* Capacity Building and Community Engagement: We emphasize the key themes of capacity and community building and the ambition to make data more actionable. This includes website improvements and the development of new tools to engage stakeholders.

➡️ Check out more links, notes, transcript, and more at the PolicyViz website. [https://policyviz.com/podcast/episode-244-maureen-stone/]

Sponsor: Tube Buddy

TubeBuddy is the main tool that I use to manage the backend of my YouTube channel. It has been a huge lifesaver when it comes to time management and properly optimizing my channel. They have tons of free tools you can check out right here [https://www.tubebuddy.com/policyviz]!

On this week's episode of the show, I talk with Nate Braun, author of several Python books, all having to do with sports. Nate shares his journey from having a background in economics to writing books on sports data analysis and visualization using Python. Despite not initially being skilled in coding, Braun was inspired by his work in environmental issues and modeling, leading him to develop fantasy football models and later educational books on coding and data analysis with a focus on various sports. We cover Nate's data scraping and writing process, as well as the ins and outs of why he likes to work with Python and the various libraries he uses in his work.

Topics Discussed

* Background and Transition: Nate shares his unconventional journey from working on environmental issues to developing a niche in sports data analytics. His inspiration took root during his work on modeling the impact of the BP oil spill.
* Fantasy Football and Education: The pivot to sports began with fantasy football models. The success of these models led Nate to author books designed to educate enthusiasts on coding and data analysis, specifically tailored for those outside the computer science field.
* Challenges and Opportunities: Nate talks about the difficulties he faced entering the competitive fantasy football advice market. With the rise in betting and fantasy sports advertising, he recognizes the potential for educating people on data analysis.
* Sport-by-Sport Learning Curve: Despite not being an expert in all sports, Braun has written instructional books on a range of sports by dedicating time to write and develop new models, leveraging the success and experience gained from his initial football book.
* Data Gathering and Visualization: Our conversation delves into the varying difficulty levels of acquiring and visualizing data across sports and we highlight Nate's use of the Python Seaborn library.
* Python Over R: Nate expresses his preference for Python due to its versatility in machine learning, data visualization, web scraping, and content creation, favoring it over R.
* Technical Deep-Dive into Web Scraping: We talk about using Python for web scraping, including dealing with JavaScript-heavy websites, and the other tools Nate uses like Beautiful Soup and Selenium.
* Future Plans: A teaser for a potential Python book on Formula One as Braun's love for sports continues to drive his writing endeavors.

➡️ Check out more links, notes, transcript, and more at the PolicyViz website. [https://policyviz.com/podcast/episode-244-maureen-stone/]

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