Create Extraordinary Visualizations with ggplot2 in R

A demonstration using the IBM Telco Churn dataset

Jin Cui
Level Up Coding
Published in
10 min readJan 5, 2023

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ggplot2 demo using a Kaggle dataset. Chart by author

A Call for Better Visualization

Exploratory Data Analysis (“EDA”) has typically been one of the first steps in a data science pipeline. By employing visualization methods and tools, it helps data scientists unpack the relationship between the…

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A qualified actuary who uses data science to build decision support tools, a data scientist powered by curiosity. https://github.com/gundamp