Interactive Graphics for Data Analysis: Principles and Examples

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ISBN: 9781584885948 | 1584885947
Cover: Hardcover
Copyright: 10/24/2008

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Interactive Graphics for Data Analysis: Principles and Examples discusses exploratory data analysis and how interactive graphical methods can help gain insights as well as generate new questions and hypotheses from datasets.

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Introduction	p. 1
Principles	p. 9
Interactivity	p. 11
Queries	p. 11
Selection and Linked Highlighting	p. 13
Linking Analyses	p. 25
Interacting with Graphics	p. 26
Examining a Single Variable	p. 29
Categorical Data	p. 29
Continuous Data	p. 31
Transforming Data	p. 40
Weighted Plots	p. 43
Interactions between Two Variables	p. 49
Two Categorical Variables	p. 49
One Categorical Variable and One Continuous Variable	p. 53
Two Continuous Variables	p. 57
Multidimensional Plots	p. 69
Mosaic Plots	p. 69
Parallel Coordinate Plots	p. 75
Trellis Displays	p. 81
Plot Ensembles and Statistical Models	p. 89
Response Models	p. 89
ANOVA	p. 93
Log-linear Models	p. 98
Geographical Data	p. 107
More Interactivity	p. 119
Sorting and Ordering	p. 119
Zooming	p. 122
Multiple Views	p. 126
Interactive Graphics [not equal] Dynamic Graphics	p. 127
Missing Values	p. 133
Large Data	p. 143
Unaffected, Summary-Based Plots	p. 143
Glyph-Based Plots	p. 145
On the Examples	p. 151
Examples	p. 155
How to Pass an Exam	p. 157
Washing - What Makes the Difference	p. 165
The Influence of Smoking on Birthweight	p. 173
The Titanic Disaster Revisited	p. 183
Housing Rent Prices in Munich	p. 193
What Makes a Tour de France Winner	p. 203
How to Survive the Thirty Years' War	p. 213
Classification of Italian Olive Oils	p. 221
E-Voting in the 2004 Florida Election	p. 231
Mondrian Reference	p. 241
Quick Start Guide	p. 241
Plots	p. 251
Conventions	p. 257
Reference Card	p. 266
References	p. 269
Author Index	p. 275
Subject Index	p. 277
Table of Contents provided by Ingram. All Rights Reserved.

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Interactive Graphics for Data Analysis: Principles and Examples

Summary

Table of Contents

Supplemental Materials