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Mathematica data visualization

Mathematica data visualization

By : Saquib
3.9 (10)
Buy this Book
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Mathematica data visualization

Mathematica data visualization

3.9 (10)
By: Saquib
Buy this Book

Overview of this book

If you are planning to create data analysis and visualization tools in the context of science, engineering, economics, or social science, then this book is for you. With this book, you will become a visualization expert, in a short time, using Mathematica.
Table of Contents (7 chapters)
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Preface
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Preface
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What this book covers
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What you need for this book
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Who this book is for
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Conventions
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Reader feedback
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Customer support
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1
1. Visualization as a Tool to Understand Data
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1. Visualization as a Tool to Understand Data
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The importance of visualization
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Types of datasets
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Mathematica as a tool for visualization
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Getting started with Mathematica
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Upcoming chapters
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Further reading
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Summary
2
2. Dissecting Data Using Mathematica
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2. Dissecting Data Using Mathematica
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Data structures and core languages
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Data importing and basic plots
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Further reading
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Summary
3
3. Time Series and Scientific Visualization
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3. Time Series and Scientific Visualization
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Periodic patterns in time series
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Interactive visualization of financial data
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Isocontour and molecular visualization
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Further reading
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Summary
4
4. Statistical and Information Visualization
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4. Statistical and Information Visualization
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Statistical visualization
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Text visualization
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Graphs and networks
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Further reading
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Summary
5
5. Maps and Aesthetics
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5. Maps and Aesthetics
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Map visualization
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Aesthetics in visualization
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Deploying Mathematica visualizations
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Looking forward
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Further reading
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Summary
6
Index
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Index

Text visualization

So far, we have been dealing only with numeric datasets. There is a vast world of other kinds of information that visualization experts are interested in. A vast amount of text data is present in websites, books, logs, and different documents. They tend to be unstructured and not as nice-behaving as numeric datasets. Text visualization has been gaining momentum in recent days, and there are interesting and insightful techniques being developed in the visualization community. In this section, to demonstrate Mathematica's capability to handle text data, we will build a small tool from scratch to visualize the evolution of frequent words over the length of a text document.

A modified word cloud

We have all seen the word cloud. The word cloud is a simple concept that points out the underlying theme words in a document just by counting the frequency of occurrence for each particular word and rendering the words in a diagram with the font size being proportional to the frequency...

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Tech Concepts
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Programming languages
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Mathematica data visualization
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