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Transferring the ideas of this course to another platform.

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Homework 5

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Example: Data Visualization

  • In 1999, Leland Wilkinson wrote the "Grammar of Graphics", laying out the proposed grammar to build statistical visualizations in the abstract (i.e. not specific to any programming language).
  • In 2005, Hadley Wickham created the ggplot2 package, which is an implementation in R of the grammar of graphics.

Drawing Drawing

However, the grammar of graphics has been implemented elsewhere too

plotly

plotly is a web interface for creating graphics using the grammar.

Drawing

Tableau

Tableau is a proprietary (i.e. not open-source/free) software suite for data visualization.

Drawing

In fact, Leland Wilkinson used to work at Tableau for many years, and his fingerprints are left all over it.

Homework

  • Produce two visualizations in Tableau based on two (out of the three) Excel spreadsheets and submit these.
  • As your are working, try to identify where the various components of data visualization and data manipulation we've covered lie.
  • The bar for grading is low. This HW is really about exploration, not getting "right answers".

Learning Goals

  • Trying to emphasize: this is not a class on R; it is a class that uses R to implement bigger ideas.
  • The value of abstraction:
    • Camera analogy
    • Learning in the Liberal Arts

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