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Instant Heat Maps in R How-to

Instant Heat Maps in R How-to

By : Sebastian Raschka
5 (4)
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Instant Heat Maps in R How-to

Instant Heat Maps in R How-to

5 (4)
By: Sebastian Raschka

Overview of this book

R has grown rapidly over the years to become one of the most versatile and valuable tools for data analysis and graphing. One of its many useful features is the heat map representation of numerical data, which is an invaluable tool to discover patterns in data quickly and efficiently. Instant Heat Maps in R How-to provides you with practical recipes to create heat maps of all difficulty levels by yourself right from the start. At the end of each recipe, you will find an in-depth analysis that will equip you with everything you need to know to frame the code to your own needs. Instant Heat Maps in R will present you with all the different heat map plotting functions that exist in R. You will start by creating simple heat maps before moving on to learn how to add more features to them. While you advance step-by-step through the well-connected recipes, you will find out which tool suits the given situation best. You will learn how to read data from popular file formats and how to format the data to create heat maps as well as the ways to export them for presentation.
Table of Contents (7 chapters)
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Chapter 1. Instant Heat Maps in R How-to

Welcome to Instant Heat Maps in R How-to.

Throughout this book, we will learn how to create simple and advanced heat maps, customize them, and create a nice output for presentations. We will be using data from various different file formats as input and work on our heat maps to add some interactivity to them.

We will also take a look at simple heat maps by creating a choropleth map of the United States and make a contour plot from topographical volcano data.

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