R Programming for Statistics and Data Science - Intro to ggplot2

R Programming for Statistics and Data Science - Intro to ggplot2

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Interactive Video

Information Technology (IT), Architecture, Social Studies, Geography, Science, Other

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Hard

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The video tutorial introduces the Grammar of Graphics philosophy and its implementation in R through the GG Plot 2 package by Hudley Wickham. It explains the seven layers of a graph: data, aesthetics, geometries, facets, stats, coordinates, and themes. The first three layers are mandatory for creating a graph, while the others are optional but enhance the graph's robustness. The tutorial demonstrates how to use these layers with a dataset from the Corruption Perception Index and Human Development Index, creating a scatter plot and adding various layers to improve the visualization. The video concludes with a discussion on themes and their importance in making graphs publication-worthy.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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