Data Visualization in R with Project on Covid-19 Analysis

Data Visualization in R with Project on Covid-19 Analysis
How to visualize data in R, understand ggplot2 package, data visualization tools in R, and project on Covid-19 analysis.

Data Visualization with R – course syllabus

1. Data Visualization in R

  • What is data visualization?
  • Selecting right chart type
  • Importance of data visualization & its benefits
  • Applications of DATA Visualization
  • R Programs for Scatterplot, Histogram, Bar & Stacked bar chart, boxplot, heatmap, line chart, density plot, pie chart

2. Data Visualization with ggplot2 package

  • What is ggplot2
  • Plotting with ggplot2
  • Building your plots iteratively
  • Univariate distributions & bar plot
  • Annotation with ggplot2
  • Axis manipulation
  • Density plot

3. More Data Visualization tools in R

  • Text mining and word cloud
  • Radar chart
  • Waffle chart
  • Area Chart
  • Correlogram

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