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Here are some of my favorite data visualizations that I've learned to make throughout my coding life. The code to reproduce each of my visualizations is included as a link for each one.

BAR CHARTS

Most People Always Sleep in the Same Bed as their Partner

Probability Distribution for Dataset Used in Repairing Tanzanian Water-Pumps

The Number of Miles Traveled Has the Greatest Impact on the Price of a Plane Ticket, followed by the Airline Company you Fly Wtih

A Stacked Histogram Bar Chart Shows the Spread of Bleached Coral Reef Sites from 1998-2010

The Type of "Action Type" that the Basketball Player Uses When the Ball Is Shot has the Greatest Positive Impact on the Accuracy of Basketball Shots Taken

LINE CHARTS

When A Flight Ticket is Purchased, Most People Only Purchase A Single Ticket

Two Different Types of Partial Dependence Plots (GIF image)

The Optimal K-Means Value Lies within the Elbow, so at either 3 or 4 for this Particular Dataset

The Average Cost of a USA Domestic Plane Ticket in 2018 was ~$180

SCATTER/CLUSTER PLOTS

The Size of Earth's Glaciers is Largely Dependent on its Elevation Level

HEAT MAPS

Heat Map Shows the Prediction Distribution for Predicting Whether a Tanzanian Water-Pump Needs to be Repaired

WORD CHARTS

Before Removing Common Stop-Words on a Coffeehouse Reviews Dataset

After Removing Common Stop-Words on a Coffeehouse Reviews Dataset

GEOGRAPHIC MAPS

LOCATIONS OF CORAL REEF SITES (1998-2010)

Color-Coded According to Bleaching Severity

Green = No Bleaching : Blue = Minimal : Yellow = Medium : Pink = High Bleaching

LOCATIONS OF CORAL REEF SITES (1998-2010)

Color-Coded According to Bleaching Severity

Green = No Bleaching : Blue = Minimal : Yellow = Medium : Pink = High Bleaching

LOCATIONS OF EARTH'S GLACIERS (1948-2012)

LOCATIONS OF EARTH'S GLACIERS (1948-2012)

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