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- W3204328103 abstract "Well-designed data visualizations can lead to more powerful and intuitive processing by a viewer. To help a viewer intuitively compare values to quickly generate key takeaways, visualization designers can manipulate how data values are arranged in a chart to afford particular comparisons. Using simple bar charts as a case study, we empirically tested the comparison affordances of four common arrangements: vertically juxtaposed, horizontally juxtaposed, overlaid, and stacked. We asked participants to type out what patterns they perceived in a chart and we coded their takeaways into types of comparisons. In a second study, we asked data visualization design experts to predict which arrangement they would use to afford each type of comparison and found both alignments and mismatches with our findings. These results provide concrete guidelines for how both human designers and automatic chart recommendation systems can make visualizations that help viewers extract the “right” takeaway." @default.
- W3204328103 created "2021-10-11" @default.
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- W3204328103 date "2022-01-01" @default.
- W3204328103 modified "2023-09-26" @default.
- W3204328103 title "Visual Arrangements of Bar Charts Influence Comparisons in Viewer Takeaways" @default.
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- W3204328103 doi "https://doi.org/10.1109/tvcg.2021.3114823" @default.
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