R Programming for Statistics and Data Science - Intro to ggplot2

R Programming for Statistics and Data Science - Intro to ggplot2

Assessment

Interactive Video

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

University

Hard

Created by

Wayground Content

FREE Resource

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

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