Data Visualizations, Charts, and Graphs – Ryan Zernach

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.

Most People Always Sleep in the Same Bed as their Partner

CODE FOR THIS VISUALIZATION

CODE FOR THIS VISUALIZATION

Probability Distribution for Dataset Used in Repairing Tanzanian Water-Pumps

CODE FOR THIS VISUALIZATION

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

CODE FOR THIS VISUALIZATION

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

CODE FOR THIS VISUALIZATION

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

CODE FOR THIS VISUALIZATION

CODE FOR THIS VISUALIZATION

CODE FOR THIS VISUALIZATION

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

CODE FOR THIS VISUALIZATION

Two Different Types of Partial Dependence Plots (GIF image)

CODE FOR THIS VISUALIZATION

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

CODE FOR THIS VISUALIZATION

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

CODE FOR THIS VISUALIZATION

CODE FOR THIS VISUALIZATION

CODE FOR THIS VISUALIZATION

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

CODE FOR THIS VISUALIZATION

CODE FOR THIS VISUALIZATION

CODE FOR THIS VISUALIZATION

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

CODE FOR THIS VISUALIZATION

Before Removing Common Stop-Words on a Coffeehouse Reviews Dataset

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After Removing Common Stop-Words on a Coffeehouse Reviews Dataset

CODE FOR THIS VISUALIZATION

LOCATIONS OF CORAL REEF SITES (1998-2010)

Color-Coded According to Bleaching Severity

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

CODE FOR THIS VISUALIZATION

LOCATIONS OF CORAL REEF SITES (1998-2010)

Color-Coded According to Bleaching Severity

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

CODE FOR THIS VISUALIZATION

LOCATIONS OF EARTH’S GLACIERS (1948-2012)

CODE FOR THIS VISUALIZATION

LOCATIONS OF EARTH’S GLACIERS (1948-2012)

CODE FOR THIS VISUALIZATION

CODE FOR THIS VISUALIZATION

CODE FOR THIS VISUALIZATION

THANKS FOR READING!

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