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Data Visualization with R
Overview of Data Visualizations
Visualization - Introduction
Commonly Used Visualizations
Bar Chart and Column Chart
Area Chart
Line Chart
Pie Chart
Scatter Plot
Box Plot
Japanese Candlestick Chart
OHLC Chart
Treemap
Heatmap
Maps
Base Graphics in R
Visualization in Data Science
Graphic Systems in R
Accessing Built-in Datasets in R
Creating a Scatter Plot
Enhancing a Plot
Scatter Plot with Multiple Groups
Creating a Bar Plot
Creating a Line Plot
Plotting Multiple Datasets on One Chart
Adding Details to R Plots
ggplot2 in R
Introduction to ggplot2
Grammar of Graphics
Dataset - German Credit
Data Import and Basic Manipulation
ggplot Graph with German Credit data
Splitting Plots with Facets
Aesthetics
Position Adjustments
Line Charts
Statistics Layer
stat_summary
Faceting Layer
Coordinates Layer
Themes Layer
ggplot Graph with German Credit data
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