Data Science Visualization

viz
21
Jul
Description

This course will help you draw meaningful knowledge from the data you have.

Three systems of data visualization in R are covered in this course:

A. Base Graphics    B. Lattice package  C. GGPlot2

 

A. Types of graphs covered in the course using the base R package:

Single Continuous Variable:  Histogram, Density Plot, Box-Whisker Plot

Single Discrete Variable: Bar Chart

Two Continuous Variable: Scatter Plot

Two Variable: One Continuous, One Discrete: Box-Whisker Plot, Pie Chart, Dot Chart, Strip Chart

Two Variables: Both Discrete: Mosaic Plot, Stacked Bar Plot

Time series: Line Charts

B. Types of graphs covered in the Lattice package:
Histogram, Density Plot, Box-Whisker Plot, Bar Chart, Scatter Plot, Dot Chart, Strip Chart

C. Graphs covered in GGPlot2 package:
In this section you will learn about 7 layers in ggplot() and how to use these.

Commonly Used Graphs: Histogram, Density Plot, Box-Whisker Plot, Bar Chart, Scatter Plot, Dot Chart, Strip Chart

Course Content

Time: 10 weeks

Curriculum is empty

Instructor

Free

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Includes

  • 46 hours on-demand video
  • 16 Articles
  • 39 Supplemental Resources
  • Full lifetime access
  • Language: English
  • Certificate of Completion

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