Abstract:Visual storytelling describes the communication of stories through illustrations, graphics, imagery, and video instead of, or in addition to, oral, written, and audio formats. Compared to their popularity and wide reach, empirical research on map-based visual stories remains limited. We work towards infilling this gap through an empirical study on data journalism, providing the first assessment of four emerging design considerations for visual storytelling with maps: story map themes and their constituent narr… Show more
“…Slocum et al's textbook [46] on thematic cartography categorizes three primary map types suitable for visualizing a univariate measure in a geographic context, each accompanied by relevant examples:…”
Section: Map Design Factorsmentioning
confidence: 99%
“…Story maps integrate maps and text, organized in the form of focused narratives. They have been used as an engaging method for showing compelling evidence of the rise in global sea levels [46] and the spread of COVID-19 [38]. In the context of data journalism, Song et al [46] studied whether themes (US presidential campaign donations, US coastal sea-level rise), genres (longform infographic, dynamic slideshow), or tropes (color highlighting, leader lines), would influence reader retention or comprehension.…”
mentioning
confidence: 99%
“…They have been used as an engaging method for showing compelling evidence of the rise in global sea levels [46] and the spread of COVID-19 [38]. In the context of data journalism, Song et al [46] studied whether themes (US presidential campaign donations, US coastal sea-level rise), genres (longform infographic, dynamic slideshow), or tropes (color highlighting, leader lines), would influence reader retention or comprehension. They found that the story theme had no influence, while participants performed better using long-form infographics and leader lines.…”
Maps are crucial in conveying geospatial data in diverse contexts such as news and scientific reports. This research, utilizing thematic maps, probes deeper into the underexplored intersection of text framing and map types in influencing map interpretation. In this work, we conducted experiments to evaluate how textual detail and semantic content variations affect the quality of insights derived from map examination. We also explored the influence of explanatory annotations across different map types (e.g., choropleth, hexbin, isarithmic), base map details, and changing levels of spatial autocorrelation in the data. From two online experiments with 𝑁 = 103 participants, we found that annotations, their specific attributes, and map type used to present the data significantly shape the quality of takeaways. Notably, we found that the effectiveness of annotations hinges on their contextual integration. These findings offer valuable guidance to the visualization community for crafting impactful thematic geospatial representations.
“…Slocum et al's textbook [46] on thematic cartography categorizes three primary map types suitable for visualizing a univariate measure in a geographic context, each accompanied by relevant examples:…”
Section: Map Design Factorsmentioning
confidence: 99%
“…Story maps integrate maps and text, organized in the form of focused narratives. They have been used as an engaging method for showing compelling evidence of the rise in global sea levels [46] and the spread of COVID-19 [38]. In the context of data journalism, Song et al [46] studied whether themes (US presidential campaign donations, US coastal sea-level rise), genres (longform infographic, dynamic slideshow), or tropes (color highlighting, leader lines), would influence reader retention or comprehension.…”
mentioning
confidence: 99%
“…They have been used as an engaging method for showing compelling evidence of the rise in global sea levels [46] and the spread of COVID-19 [38]. In the context of data journalism, Song et al [46] studied whether themes (US presidential campaign donations, US coastal sea-level rise), genres (longform infographic, dynamic slideshow), or tropes (color highlighting, leader lines), would influence reader retention or comprehension. They found that the story theme had no influence, while participants performed better using long-form infographics and leader lines.…”
Maps are crucial in conveying geospatial data in diverse contexts such as news and scientific reports. This research, utilizing thematic maps, probes deeper into the underexplored intersection of text framing and map types in influencing map interpretation. In this work, we conducted experiments to evaluate how textual detail and semantic content variations affect the quality of insights derived from map examination. We also explored the influence of explanatory annotations across different map types (e.g., choropleth, hexbin, isarithmic), base map details, and changing levels of spatial autocorrelation in the data. From two online experiments with 𝑁 = 103 participants, we found that annotations, their specific attributes, and map type used to present the data significantly shape the quality of takeaways. Notably, we found that the effectiveness of annotations hinges on their contextual integration. These findings offer valuable guidance to the visualization community for crafting impactful thematic geospatial representations.
“…Based on Roth's design space, Song et al. [SRH*22] performed an empirical study to compare the influence of selected design decisions on the reader's retention, comprehension, and reaction. Moreover, Biriukov proposed a classification of maps in the context of interactive storytelling, along with recommended tools and libraries as development guidance [Bir21].…”
Large‐scale issues with a spatial and temporal context such as the COVID‐19 pandemic, the war against Ukraine, and climate change have given visual storytelling with data a lot of attention in online journalism, confirming its high effectiveness and relevance for conveying stories. Thus, new ways have emerged that expand the space of visual storytelling techniques. However, interactive visual data stories with a spatio‐temporal context have not been extensively studied yet. Particularly quantitative information about the used layout and media, the visual storytelling techniques, and the visual encoding of space‐time is relevant to get a deeper understanding of how such stories are commonly built to convey complex information in a comprehensible way. Covering these three aspects, we propose a design space derived by merging and adjusting existing approaches, which we used to categorize 130 collected web‐based visual data stories with a spatio‐temporal context from between 2018 and 2022. An analyzis of the collected data reveals the power of large‐scale issues to shape the landscape of storytelling techniques and a trend towards a simplified consumability of stories. Taken together, our findings can serve story authors as inspiration regarding which storytelling techniques to include in their own spatio‐temporal data stories.
“…Story maps are one or more maps integrated into a narrative structure following a story arc, often feature a blend of texts, visuals, multimedia, and interactive elements [22]. This unique combination has led to the extensive adoption of story maps in data journalism, where they provide a compelling visual-spatial medium for narratives [29]. Some authoring tools have lowered the barrier to creating story maps [9,17,13], enabling users with limited programming skills to independently create story maps on specific themes.…”
Although story maps have gained popularity for storytelling related to spatial information, existing story maps authoring tools often fall short in delivering diverse narrative forms and struggle to accurately render polar regions due to the limitations of tilebased mapping. In this work, we introduce a graphicbased method to address these challenges, developing a framework specifically designed for creating story maps for polar regions. Our key contribution lies in offering heuristic strategies for story map design, emphasizing their role in effectively visualizing and disseminating polar culture. This paper outlines essential design tasks for story map creation and introduces three pivotal narrative strategies: attention cue, linkage of map with other visual elements, and cartographic interaction. Additionally, we emphasize the significance of storyboard design, focusing on aspects such as logical sequencing, temporal order, map scale and granularity, and interactive design. To validate the effectiveness of our story map design framework, we develop several story map cases centered around the exploration history of Antarctica. These examples highlight the diversity and interactivity in the story maps produced through our methodology. Finally, we explore the challenges and limitations encountered in the process of creating story maps, and from these observations, we identify prospective areas for further research.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.