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CodeSignal

Comprehensive Data Visualization with ggplot2

via CodeSignal

Overview

Unleash your creativity in data visualization with ggplot2. This final course covers the essentials of creating and customizing visualizations, from basic plots to advanced graphical representations. Perfectly conclude your learning path, equipping you with the ability to visualize complex data insights.

Syllabus

  • Lesson 1: Introduction to ggplot2: Scatter Plots
    • Create a Basic Scatter Plot
    • Customize Scatter Plot
    • Fix the Scatter Plot
    • Complete the Scatter Plot
    • Create a Scatter Plot
  • Lesson 2: Using Aesthetics and Themes: Bar Plots
    • Customized Bar Plot in R
    • Enhance Your Bar Plot
    • Fix the Plot Code
    • Enhance Plot with Aesthetics
    • Create a Custom Bar Plot
  • Lesson 3: Customizing with Scales and Legends: Histograms
    • Run Custom Histogram Plot
    • Modify Histogram Plot Colors
    • Find and Fix the Bug
    • Customizing Histogram Plots
    • Create a Custom Histogram Plot
  • Lesson 4: Adding Annotations: Line Plots
    • Create and Annotate Line Plots
    • Customize Line Plot Colors and Annotations
    • Fix Line Plot Annotations
    • Create a Weekday Traffic Plot
    • Create a Weekly Temperature Plot
  • Lesson 5: Faceting for Advanced Visualization
    • Run a Faceted Scatter Plot
    • Vertical and Horizontal Facets
    • Fix the Faceted Plot
    • Faceted Bar Plot Creation
    • Faceted Scatter Plot Creation

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