{"id":22431,"date":"2024-11-19T12:33:59","date_gmt":"2024-11-19T17:33:59","guid":{"rendered":"https:\/\/dvsnightingstg.wpenginepowered.com\/?p=22431"},"modified":"2024-11-19T12:34:15","modified_gmt":"2024-11-19T17:34:15","slug":"racing-bar-charts","status":"publish","type":"post","link":"https:\/\/nightingaledvs.com\/racing-bar-charts\/","title":{"rendered":"Racing Bar Charts: An Experiment in Interactive Storytelling"},"content":{"rendered":"\n<p class=\"is-style-lead\">This fall I challenged students in a 200-level writing class to tell a story using a racing bar chart. It was an interesting experiment, and I think, overall, a successful one.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The assignment<\/h2>\n\n\n\n<p>Students had their choice of subjects, but we explored<a href=\"https:\/\/bigthink.com\/strange-maps\/bar-chart-races\/\"> <\/a>several articles on racing bar charts, including \u201c<a href=\"https:\/\/builtin.com\/data-science\/bar-chart-races\" target=\"_blank\" rel=\"noreferrer noopener\">Bar Chart Races Are Everywhere. Here\u2019s Why Some Data Viz Experts Hate Them<\/a>.\u201d and <a href=\"https:\/\/bigthink.com\/strange-maps\/bar-chart-races\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u201cBar Chart Races: Short on Analysis, But Fun to Watch\u201d<\/a> discussed whether racing bar charts could successfully visualize serious data stories or if racing bar charts should primarily be viewed as entertainment or a \u201csugar rush.\u201d<\/p>\n\n\n\n<p>I don\u2019t think we ever came to a definitive agreement, and students selected a range of subjects\u2014from popular television shows to the location of forest fires to book publishing trends. Of course, what is a \u201cserious\u201d subject depends on perspective. To someone who just likes to read a novel now and again, publishing trends might not be a serious subject. To someone planning a career in publishing, book trends and sales are serious subjects.<\/p>\n\n\n\n<p>I learned a lot from watching the racing bar charts and found the information presented easy to digest and remember. I had no idea how much <em>The Lion King<\/em> had dominated Broadway. I was reminded we had bad taste in television in the 80s (seriously, why was <em>The Dukes of Hazzard<\/em> so popular?). I learned a lot about the evolution of video games as well.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The technology<\/h2>\n\n\n\n<p>We used Excel and Flourish, and I told students that the technology would be the easy part of the assignment; finding the story would be the challenging part. In the end, not all students agreed with me, but I think students did a great job exploring both platforms.\u00a0 No one had previous experience with Flourish, and three or four students were familiar with Excel. While not everyone enjoyed creating the spreadsheet, most students found the technologies relatively easy to use. Flourish\u2019s tutorials are top-notch (and include one on creating cumulative data in Excel), and I created some of my own as well.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Some specifics<\/h2>\n\n\n\n<p>Students had a week to research and complete their racing bar chart. Everyone had to include a minimum combined 20 rows and columns of data (some went well beyond this\u2014one project included over 240 rows of data). Everyone needed to include categories\u2014to make the chart interactive\u2014and everyone needed to include captions. Captions were the biggest issue, I think. Some students were frustrated with the options for placing the captions (and ended up removing them), and I\u2019m not certain they always added much to the chart. Everyone was also asked to make their data cumulative\u2014just to learn how to make data cumulative in Excel. Finally, everyone had to write a couple paragraphs about the story they were trying to tell and about their process.<\/p>\n\n\n\n<p>Most students said they would use Flourish again if they had a project that required charts or other types of data visualizations. Overall, I think most of the racing bar charts were well done, and I was particularly pleased with students\u2019 creativity and adaptability. Many students had to adjust their topics based on the data they could find.\u00a0<\/p>\n\n\n\n<p>Two students volunteered (or perhaps more accurately said yes when I asked) to share their work. Kayla Bogan\u2019s chart explores Broadway theater and shows that since 2000 <em>The Lion King<\/em> has made more money than any other Broadway show. Both <em>Hamilton<\/em> and <em>Wicked<\/em> have impressive numbers as well (particularly given that they debuted after <em>The Lion King<\/em>). Lily VanMiddlesworth\u2019s chart takes a look at some of the best-selling books from 2017 \u2013 2023 and provides insight into how much BookTok and other online social platforms have influenced book sales.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">&#8220;Highest Grossing Broadway Shows&#8221; by Kayla Bogan<\/h2>\n\n\n\n<p>Exploring the evolution of Broadway over the last 20 years brings a sense of nostalgia. Through the years, cultural changes have impacted Broadway themes and narratives showcasing the differences in time. In the early 2000s, classic Broadway shows like <em>The Producers<\/em> were the powerhouses of Broadway, along with Disney classics like <em>The Lion King<\/em> and <em>Beauty and the Beast.<\/em> When the mega-musical <em>Wicked<\/em> premiered in 2003, it quickly became the top competition for <em>The Lion King<\/em> and remained one of the highest-grossing shows of all time.<\/p>\n\n\n\n<p>In the 2010s, there was an uptick in jukebox and movie musicals, bringing a new era to Broadway. When <em>Hamilton, <\/em>an innovative hip-hop musical about American history featuring a diverse cast, premiered in 2015, it quickly became a cultural phenomenon. <em>Hamilton <\/em>then became a favorite behind <em>Wicked<\/em> and <em>The Lion King<\/em>.<\/p>\n\n\n\n<p>However, when the 2020 pandemic hit, Broadway went dark for the longest time in history, losing billions of dollars in revenue. Fortunately, by 2022, Broadway was back in full force, with <em>The Lion King<\/em> still leading.<\/p>\n\n\n\n<p>Overall, exploring the different categories of Broadway shows, compared to their respective years and grosses, helps tell a nostalgic and informative story of shifting preferences, innovation, and resilience over the last 20 years of Broadway.<\/p>\n\n\n\n<div class=\"flourish-embed flourish-bar-chart-race\" data-src=\"visualisation\/19590743\"><script src=\"https:\/\/public.flourish.studio\/resources\/embed.js\"><\/script><noscript><img decoding=\"async\" src=\"https:\/\/public.flourish.studio\/visualisation\/19590743\/thumbnail\" width=\"100%\" alt=\"bar-chart-race visualization\" \/><\/noscript><\/div>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Some of my biggest challenges of the project were making the data cumulative and ensuring everything fit in the Flourish chart. At first, it was a little confusing, but after troubleshooting, I overcame the challenges and completed my racing bar chart. Overall, I&#8217;m happy with how my chart turned out. I think another approach could have been exploring overall tickets sold instead of total grosses. I&#8217;m curious to know if the results would have been different. The Flourish platform was fun to play around and work in, and I would love to incorporate it into future projects.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">&#8220;<strong>Best-Selling Books in the U.S. 2017-2023&#8243; by Lily Vanmiddlesworth<\/strong><\/h2>\n\n\n\n<p>The American book market has changed dramatically over the past decade, evolving from a business once heavily dependent on personal relationships into a game of digital savvy and nimble marketing. The 2000s saw books and book series such as <em>Harry Potter<\/em>, <em>The Hunger Games<\/em>, and <em>Twilight<\/em> rise to fame, delighting fans of fantasy, action, adventure, and romance. Though technology changed the publishing game, readers\u2019 obsessions with well-crafted fantasy and romance continue to strike the upper end of the charts. Books are still flowing off the shelves, whether said \u201cshelves\u201d are in physical, Kindle, or audio form, and a good part of it now has to do with TikTok and Instagram where users can find and pitch to their niche communities in BookTok and Bookstagram.<\/p>\n\n\n\n<p>While this chart only follows a select number of books from 2017 \u2013 2023, it is obvious that, with the exception of Dr. Seuss\u2019 <em>Oh, The Places You\u2019ll Go<\/em> and Prince Harry\u2019s<em> Spare<\/em>, women are leading the charge. Colleen Hoover topped the charts in 2022 and 2023 with her romance-packed novels <em>It<\/em> <em>Starts with Us<\/em> and <em>It Ends with Us<\/em>, showing how the modern market is a place of possibility where almost anyone with a voice can garner success and find a group that will eagerly await for the next page.&nbsp;<\/p>\n\n\n\n<p>As the chart visualizes, adult fiction, romance, and fantasy took readers by storm. Well-crafted fiction that follows empowering women along with authors who are not afraid to break the rules and explore what it means to be human through adventurous and fantastical worlds and circumstances seem to be the keys to success in today\u2019s marketplace. Fantastic fiction is also here to stay, and these risk-taking authors are proof that anyone can be a bestseller if they engage with modern tools.<\/p>\n\n\n\n<div class=\"flourish-embed flourish-bar-chart-race\" data-src=\"visualisation\/19600699\"><script src=\"https:\/\/public.flourish.studio\/resources\/embed.js\"><\/script><noscript><img decoding=\"async\" src=\"https:\/\/public.flourish.studio\/visualisation\/19600699\/thumbnail\" width=\"100%\" alt=\"bar-chart-race visualization\" \/><\/noscript><\/div>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The Excel set-up and data collection were a big struggle, as many platforms that track book sales require payments and subscriptions. I love the platform Flourish! It is easy to use and incredibly helpful. If I were to work with it more, I\u2019m sure my love for its abilities would only grow.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Final thoughts<\/h2>\n\n\n\n<p>Overall, I was pleased with the assignment and what the students created. Racing bar charts may be a sugar rush, but they are fun, which I think makes them a great way to introduce students, particularly students who aren\u2019t studying subjects that traditionally include a lot of data-specific courses, to data and data storytelling. I hope having a (primarily) positive experience with the racing bar charts will encourage students to work more with data in the future and to think about other ways data can be used to tell a story.<\/p>\n<div class=\"cats\"><span class=\"cats__title\">Categories<\/span><a href=\"https:\/\/nightingaledvs.com\/.\/topics-in-dv\/\" rel=\"category tag\">Topics in Dataviz<\/a><\/div><div class=\"tags\"><div class=\"tags__title\">Tags<\/div><a href=\"https:\/\/nightingaledvs.com\/tag\/charts\/\" rel=\"tag\">Charts<\/a><a href=\"https:\/\/nightingaledvs.com\/tag\/data-visualization\/\" rel=\"tag\">Data Visualization<\/a><a href=\"https:\/\/nightingaledvs.com\/tag\/design\/\" rel=\"tag\">Design<\/a><a href=\"https:\/\/nightingaledvs.com\/tag\/education\/\" rel=\"tag\">Education<\/a><\/div>","protected":false},"excerpt":{"rendered":"<p>This fall I challenged students in a 200-level writing class to tell a story using a racing bar chart. It was an interesting experiment, and..<\/p>\n","protected":false},"author":129,"featured_media":22434,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"bgseo_title":"","bgseo_description":"","bgseo_robots_index":"index","bgseo_robots_follow":"follow","cybocfi_hide_featured_image":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[48],"tags":[166,35,43,160],"class_list":["post-22431","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-topics-in-dv","tag-charts","tag-data-visualization","tag-design","tag-education"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Racing Bar Charts: An Experiment in Interactive Storytelling | Nightingale<\/title>\n<meta name=\"description\" content=\"This fall I challenged students in a 200-level writing class to tell a story using a racing bar chart. 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