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R: Mining Spatial, Text, Web, and Social Media Data by Richard Heimann, Nathan Danneman, Pradeepta Mishra, Bater Makhabel

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Chapter 3.  Visualize Diamond Dataset

Every data mining project is incomplete without proper data visualization. While looking at numbers and statistics it may tell a similar story for the variables we are looking at by different cuts, however, when we visually look at the relationship between variables and factors it shows a different story altogether. Hence data visualization tells you a message, that numbers and statistics fail to do that. From a data mining perspective, data visualization has many advantages, which can be summarized in three important points:

  • Data visualization establishes a robust communication between the data and the consumer of the data
  • It imprints a long lasting impact as people may fail to remember numbers but they do ...

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