Doing Better Data Visualization

نویسندگان

چکیده

Methods in data visualization have rapidly advanced over the past decade. Although social scientists regularly need to visualize results of their analyses, they receive little training how best design visualizations. This tutorial is for individuals whose goal communicate patterns as clearly possible other consumers science and designed be accessible both experienced relatively new users R ggplot2. In this article, we assume some basic statistical knowledge focus on rather than what visualize. We distill wisdom data-visualization expertise from books, blogs, online forum discussion threads into recommendations looking convey scientists. Overarching philosophies color decisions are discussed before giving specific examples code visualizing central tendencies, proportions, relationships between variables.

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ژورنال

عنوان ژورنال: Advances in methods and practices in psychological science

سال: 2021

ISSN: ['2515-2459', '2515-2467']

DOI: https://doi.org/10.1177/25152459211045334