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Visualization languages help to standardize the process of designingeffective visualizations, one of the most prominent being D3. However, fewresearchers have analyzed at scale how users incorporate these languages intoexisting visualization programming processes, i.e., implementation workflows.In this paper, we present an analysis of the experiences of D3 users asobserved through Stack Overflow, summarizing common D3 implementation workflowsand challenges discussed online. Our results show how the visualizationcommunity may be limiting its understanding of users' visualizationimplementation challenges by ignoring the larger context in which languagessuch as D3 are used. Based on our findings, we suggest new research directionsto enhance the user experience with visualization languages. All our data andcode are available at: https://osf.io/fup48/.

Exploring D3 Implementation Challenges on Stack Overflow