Course curriculum

  • 1

    1_Introduction & Course Outline

    • 1_Intro

    • 2_Course Outline

    • 3_Book Recommendation
  • 2

    2_Principles of Analytic Graphics

    • 1_Principle of Analytics 1

    • 2_Principle of Analytics 2

    • 3_Principle of Analytics 3

    • 4_Principle of Analytics 4

    • 5_Principle of Analytics 5

    • 6_Principle of Analytics 6

    • 7_Principle of Analytics Takeaway
  • 3

    3_Exploratory Graphs

    • 1_Why use Graphs

    • 2_Characteristics of Exploratory Graphs

    • 3_Air Pollution Dataset

    • 4_Simple Summaries of Data a

    • 5_Simple Summaries of Data b

    • 6_Summary & Box plot

    • 7_Explaination of Box plot

    • 8_Histogram.

    • 9_Barplot.

    • 10_Overlay Features

    • 11_Multiple Box plots

    • 12_Scatterplot

    • 13_Scatterplot code
  • 4

    4_Plotting Systems in R

    • 1_Plotting System Overview

    • 2_Base Plotting System Example

    • 3_Lattice Plotting System

    • 4_Ggplot2 Plotting System

    • 5_Plotting System Summary
  • 5

    5_Base Plotting System

    • 1_Plotting System

    • 2_The Process of Making Plot

    • 3_Base Graphics

    • 4_Base Graphics Parameters

    • 5_Base Graphics Annotation

    • 6_Base Plot with Regression Line

    • 7_Multiple Base Graphs

    • 8_Summary
  • 6

    6_Graphs with Lattice

    • 1_Lattice Plot

    • 2_Lattice Behavior

    • 3_Lattice Panel Functions

    • 4_Lattice Panel Functions code

    • 5_Lattice Panel Example and Summary
  • 7

    7_Graphs with Ggplot2

    • 1_Ggplot2 Overview

    • 2_qplot scatterplot

    • 3_qplot scatterplot aesthetics

    • 4_qplot scatterplot geometric

    • 5_qplot histogram aes

    • 6_qplot facets scatter and histogram

    • 7_maacs plot examples

    • 8_maacs plot examples code

    • 9_qplot summary

    • 10_Components of ggplot2

    • 12_ggplot2 annotation example

    • 11_ggplot2 example

    • 13_ggplot2 axis limits

    • 14_ggplot2 a complex example

    • 15_ggplot2 summary
  • 8

    8_About Kaggle

    • 1_About Kaggle

    • 2_Kaggle Overview
  • 9

    9_Type of Graphs

    • 1_Chossing the Right Chart Type
  • 10

    10_Course Conclusion

    • 1_Course Recap