Building Blocks of layers with the grammar of graphics
- Data: The element is the data set itself
- Aesthetics: The data is to map onto the Aesthetics attributes such as x-axis, y-axis, color, fill, size, labels, alpha, shape, line width, line type
- Geometrics: How our data being displayed using point, line, histogram, bar, boxplot
- Facets: It displays the subset of the data using Columns and rows
- Statistics: Binning, smoothing, descriptive, intermediate
- Coordinates: the space between data and display using Cartesian, fixed, polar, limits
- Themes: Non-data link
Data visualization with R and ggplot2
Data visualization with R and ggplot2 in R Programming Language also termed as Grammar of Graphics is a free, open-source, and easy-to-use visualization package widely used in R Programming Language. It is the most powerful visualization package written by Hadley Wickham.
It includes several layers on which it is governed. The layers are as follows:
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