GGPlot2 visualization for Data Analysis

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Section 1: Overview

  1. Course Overview
  2. How to Get Queries Resolved
  3. Download Resources

Section 2: GGPlot2 Basics

  1. Introduction to GGPlot2
  2. Scatterplot with geom point()
  3. Line of Best Fit and Smoothing Lines
  4. Adjust X and Y Limits
  5. Confidence Interval Shading

Section 3: Customizing GGPlot2 Components

  1. Changing Color of Points
  2. Changing Size
  3. Removing Legend
  4. Color Palette
  5. Customize Axis Text
  6. Look and Feel
  7. Course Review

Section 4: Advanced Customizations

  1. Labels and Text
  2. Custom Annotations
  3. Legend
  4. Better Represent Overlapping Points with Jitter and Counts Plot
  5. Multiplot with Facets
  6. Custom Layout

Section 5: Plots for Analytics

  1. Histograms
  2. Bar Charts
  3. Box Plot and Violin Plots
  4. Time Series Plots
  5. Multiple Time Series in Same Plot
  6. Course Review
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