Assignment Problem:
Data: The data set painters.csv, this data consists of scores assigned to 54 classical painters on the basis of the four attributes:
- Composition
- Drawing
- Colour
- Expression
Thus, there are 216 scores altogether. The names of the artists are given as row label. In addition there is a categorical variable: School, taking values A, B, C, D, E, F, G, H (see the details in the library MASS and type painters in a cell).
Task: You are required to create five (5) visualizations that help you to draw some insight from the data. For each plot you must also write a short paragraph describing the plot and drawing insights about the data. The total word count is 1000 words which is an average of 200 per plot (although in most cases roughly 150-200 words per plot should suffice).
For each plot evaluation is based on the following criteria:
Is the plot well presented?
Avoid over plotting, make sure the plot is correctly labeled and use appropriate scales and colours.
Have you correctly described what is shown on the plot? Can you describe this using statistical terminology such as skewness, correlation, outliers, seasonality etc.?
Do you draw insights about the real data from the plot? Can you relate what is shown on the plot to something relevant to the actual application? Can you discuss the limitations of the conclusions that you make?
Is the plot original? Different plots should demonstrate different features. You should not simply plot 5 minor variations of the same plot. You need to demonstrate an ability to create very different visualizations.
Note that a plot with faceting will count as a single plot.
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Download:- Visualizations.rar