Ch. 1 - Statistics
Stats and Geoms
Smoothing
Grouping variables
Modifying stat_smooth
Modifying stat_smooth (2)
Quantiles
Sum
Stats outside Geoms
Preparations
Plotting variations
Custom Functions
Custom Functions (2)
Ch. 2 - Coordinates and Facets
Coordinates Layer
Zooming In
Aspect Ratio
Pie Charts
Facets Layer
Facets: the basics
Many variables
Dropping levels
Ch. 3 - Themes
Themes from Scratch
Rectangles
Lines
Text
Legends
Positions
Recycling Themes
Updating Themes
Exploring ggthemes
Ch. 4 -
Best Practices: Bar Plots
Bar Plots (1)
Bar Plots (2)
Bar Plots (3)
Best Practices: Pie Charts
Pie Charts (1)
Pie Charts (2)
Plot Matrix (1)
Plot Matrix (2)
Best Practices: Heat Maps
Heat Maps
Heat Maps Alternatives (1)
Heat Maps Alternatives (2)
Ch. 5 - Case Study
CHIS - Descriptive Statistics
Exploring Data
Unusual Values
Default Binwidths
Data Cleaning
Multiple Histograms
Alternatives
Do Things Manually
CHIS - Mosaic Plots
Marimekko/Mosaic Plot
Adding statistics
Adding text
Generalizations
About Michael Mallari
Michael is a hybrid thinker and doer—a byproduct of being a StrengthsFinder “Learner” over time. With nearly 20 years of engineering, design, and product experience, he helps organizations identify market needs, mobilize internal and external resources, and deliver delightful digital customer experiences that align with business goals. He has been entrusted with problem-solving for brands—ranging from Fortune 500 companies to early-stage startups to not-for-profit organizations.
Michael earned his BS in Computer Science from New York Institute of Technology and his MBA from the University of Maryland, College Park. He is also a candidate to receive his MS in Applied Analytics from Columbia University.
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