What are the differences between visual data mining and data visualization?

The described processes are cause and effect of each other. For example, data visualization is used as a tool for effective presentation: instead of text and complex calculations, the reader receives conveniently designed, easy-to-understand data. These can be graphs, tables, charts, dendrograms, and other elements of visual statistics. In turn, studying such elements is considered their visual analysis, helping to isolate and identify specific trends. In more detail, examining histograms can infer specific cohorts, while analyzing chronograms helps examine a sample’s retrospective nature.

Data visualization can have problems of overcrowding if the researcher has tried to fit as much information as possible into a limited space. In these cases, visual analysis becomes difficult as well, as it becomes difficult to make judgments based on the visualization if it is complex. Detecting interesting properties of social networks becomes possible when using diagrams and histograms. In addition, the use of a hierarchical dendrogram can be a working way to investigate the topology of social networks and detect non-overlapping clustering.

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Academic.Tips. (2022, August 8). What are the differences between visual data mining and data visualization? https://academic.tips/question/what-are-the-differences-between-visual-data-mining-and-data-visualization/

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Academic.Tips. 2022. "What are the differences between visual data mining and data visualization?" August 8, 2022. https://academic.tips/question/what-are-the-differences-between-visual-data-mining-and-data-visualization/.

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Academic.Tips. "What are the differences between visual data mining and data visualization?" August 8, 2022. https://academic.tips/question/what-are-the-differences-between-visual-data-mining-and-data-visualization/.

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"What are the differences between visual data mining and data visualization?" Academic.Tips, 8 Aug. 2022, academic.tips/question/what-are-the-differences-between-visual-data-mining-and-data-visualization/.

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