(数据)讲故事的艺术

B. Lund
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引用次数: 3

摘要

数据可视化的使用程度和这些可视化的质量一直被证明会影响相对于静态(非视觉)展示发现或想法的人类决策(Boldosova & Luoto, 2019;El-Wakeel等人,2020;Liem et al., 2020)。为什么可视化如此有影响力?可能是因为大多数决策者不想通过电子表格或阅读小说长度的叙述来理解什么是重要的,他们想要直接和快速的信息。他们想要色彩、新奇、讲故事和互动性(Dykes, 2020;Kostelnick, 2016;Kosara & MacKinley, 2013)。这就是数据讲故事的目的:从字面上讲一个关于数据分析的故事,以某种方式在观众中传授知识或影响变化。数据和数据分析从来都不是中立的——它们总是政治性的——讲故事是数据分析师试图影响受众对数据发现的看法的方式。本文讨论了数据叙事的基础,以及为什么它对于围绕数据可视化创建叙事很重要,从而迫使读者和观众根据发现采取行动。然后讨论(以反思性讨论的形式)如何通过反思嘻哈音乐中讲故事的有效性来改进和激活数据讲故事的艺术,以促进社会正义主题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Art of (Data) Storytelling
The extent to which data visualizations are used, and the quality of these visualizations, has consistently been shown to influence human decision-making relative to static (non-visual) presentations of findings or ideas (Boldosova & Luoto, 2019; El-Wakeel et al., 2020; Liem et al., 2020). Why are visualizations so impactful? Likely because most decision-makers do not want to sort through spreadsheets or read a novel-length narrative to understand what is important—they want it straight and quick. They want color, novelty, storytelling, and interactivity (Dykes, 2020; Kostelnick, 2016; Kosara & MacKinley, 2013). This is the purpose of data storytelling: to literally tell a story about the data analyses to, in some way, impart knowledge or affect change among the audience. Data and data analysis are never neutral—they are always political–and storytelling is how the data analyst can attempt to influence how data findings are perceived by the audience. This paper discusses the basis of data storytelling and why it is important for creating a narrative around data visualizations that compels readers and viewers to act upon findings. It then discusses (in the form of a reflective discussion) how the art of data storytelling may be improved and activated to promote social justice themes by reflecting on the effectiveness of storytelling in hip hop music.
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