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.
Instructor:
Uplatz Training
248 students enrolled
English [Auto]
Deep understanding of data visualization in R
Project on Data Visualization - Analyzing & Visualizing Covid-19
What is data visualization and selecting the right chart type
Importance of data visualization & and its benefits
Applications of data visualization
R programs for scatterplot, histogram, bar & stacked bar chart, boxplot, heatmap, line chart, density plot, pie chart
Data Visualisation with ggplot2 package
What is ggplot2, plotting with ggplot2, building your plots iteratively
Univariate distributions & bar plot, annotation with ggplot2, axis manipulation, density plot
More data visualization tools in R, text mining and word cloud
Radar chart, waffle chart, area chart, correlogram

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

Project on Data Visualization

  • “Visualizing Covid-19” comprehensive project – create from scratch

Getting started with Data Visualization in R

1
Getting started with Data Visualization in R - part 1
2
Getting started with Data Visualization in R - part 2
3
Getting started with Data Visualization in R - part 3

Data Visualization with ggplot2 package

1
Data Visualization with ggplot2 package - part 1
2
Data Visualization with ggplot2 package - part 2
3
Data Visualization with ggplot2 package - part 3
4
Data Visualization with ggplot2 package - part 4
5
Data Visualization with ggplot2 package - part 5

More Data Visualization Tools in R

1
More Data Visualization Tools in R - part 1
2
More Data Visualization Tools in R - part 2
3
More Data Visualization Tools in R - part 3
4
More Data Visualization Tools in R - part 4

Project on Data Visualization with R

1
Project: Visualizing Covid-19 - part 1
2
Project: Visualizing Covid-19 - part 2
3
Project: Visualizing Covid-19 - part 3
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