R graphics cookbook practical recipes for visualizing data

This O’Reilly cookbook provides more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly—without having to comb through all the details of R’s graphing systems. Each recipe tackles a specific problem with a solution you can apply to you...

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Detalles Bibliográficos
Otros Autores:	Chang, Winston, author (author)
Formato:	Libro electrónico
Idioma:	Inglés
Publicado:	Beijing : O'Reilly [2019]
Edición:	Second edition
Materias:	R (Computer program language)
Ver en Biblioteca Universitat Ramon Llull:	https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630478906719

Tabla de Contenidos:

Intro
Copyright
Table of Contents
Preface
Recipes
Software and Platform Notes
Conventions Used in This Book
O'Reilly Safari
How to Contact Us
Acknowledgments
Chapter 1. R Basics
1.1 Installing a Package
Problem
Solution
Discussion
1.2 Loading a Package
Problem
Solution
Discussion
1.3 Upgrading Packages
Problem
Solution
Discussion
1.4 Loading a Delimited Text Data File
Problem
Solution
Discussion
See Also
1.5 Loading Data from an Excel File
Problem
Solution
Discussion
See Also
1.6 Loading Data from SPSS/SAS/Stata Files
Problem
Solution
Discussion
See Also
1.7 Chaining Functions Together with %&gt
%, the Pipe Operator
Problem
Solution
Discussion
See Also
Chapter 2. Quickly Exploring Data
2.1 Creating a Scatter Plot
Problem
Solution
See Also
2.2 Creating a Line Graph
Problem
Solution
See Also
2.3 Creating a Bar Graph
Problem
Solution
See Also
2.4 Creating a Histogram
Problem
Solution
See Also
2.5 Creating a Box Plot
Problem
Solution
See Also
2.6 Plotting a Function Curve
Problem
Solution
See Also
Chapter 3. Bar Graphs
3.1 Making a Basic Bar Graph
Problem
Solution
Discussion
See Also
3.2 Grouping Bars Together
Problem
Solution
Discussion
See Also
3.3 Making a Bar Graph of Counts
Problem
Solution
Discussion
See Also
3.4 Using Colors in a Bar Graph
Problem
Solution
Discussion
See Also
3.5 Coloring Negative and Positive Bars Differently
Problem
Solution
Discussion
See Also
3.6 Adjusting Bar Width and Spacing
Problem
Solution
Discussion
3.7 Making a Stacked Bar Graph
Problem
Solution
Discussion
See Also
3.8 Making a Proportional Stacked Bar Graph.
Problem
Solution
Discussion
See Also
3.9 Adding Labels to a Bar Graph
Problem
Solution
Discussion
See Also
3.10 Making a Cleveland Dot Plot
Problem
Solution
Discussion
See Also
Chapter 4. Line Graphs
4.1 Making a Basic Line Graph
Problem
Solution
Discussion
See Also
4.2 Adding Points to a Line Graph
Problem
Solution
Discussion
See Also
4.3 Making a Line Graph with Multiple Lines
Problem
Solution
Discussion
4.4 Changing the Appearance of Lines
Problem
Solution
Discussion
See Also
4.5 Changing the Appearance of Points
Problem
Solution
Discussion
See Also
4.6 Making a Graph with a Shaded Area
Problem
Solution
Discussion
See Also
4.7 Making a Stacked Area Graph
Problem
Solution
Discussion
See Also
4.8 Making a Proportional Stacked Area Graph
Problem
Solution
Discussion
See Also
4.9 Adding a Confidence Region
Problem
Solution
Discussion
Chapter 5. Scatter Plots
5.1 Making a Basic Scatter Plot
Problem
Solution
Discussion
5.2 Grouping Points Together Using Shapes or Colors
Problem
Solution
Discussion
See Also
5.3 Using Different Point Shapes
Problem
Solution
Discussion
See Also
5.4 Mapping a Continuous Variable to Color or Size
Problem
Solution
Discussion
See Also
5.5 Dealing with Overplotting
Problem
Solution
Discussion
See Also
5.6 Adding Fitted Regression Model Lines
Problem
Solution
Discussion
5.7 Adding Fitted Lines from an Existing Model
Problem
Solution
Discussion
5.8 Adding Fitted Lines from Multiple Existing Models
Problem
Solution
Discussion
5.9 Adding Annotations with Model Coefficients
Problem
Solution
Discussion
See Also.
5.10 Adding Marginal Rugs to a Scatter Plot
Problem
Solution
Discussion
See Also
5.11 Labeling Points in a Scatter Plot
Problem
Solution
Discussion
See Also
5.12 Creating a Balloon Plot
Problem
Solution
Discussion
See Also
5.13 Making a Scatter Plot Matrix
Problem
Solution
Discussion
See Also
Chapter 6. Summarized Data Distributions
6.1 Making a Basic Histogram
Problem
Solution
Discussion
See Also
6.2 Making Multiple Histograms from Grouped Data
Problem
Solution
Discussion
6.3 Making a Density Curve
Problem
Solution
Discussion
See Also
6.4 Making Multiple Density Curves from Grouped Data
Problem
Solution
Discussion
6.5 Making a Frequency Polygon
Problem
Solution
Discussion
See Also
6.6 Making a Basic Box Plot
Problem
Solution
Discussion
6.7 Adding Notches to a Box Plot
Problem
Solution
Discussion
6.8 Adding Means to a Box Plot
Problem
Solution
Discussion
6.9 Making a Violin Plot
Problem
Solution
Discussion
See Also
6.10 Making a Dot Plot
Problem
Solution
Discussion
See Also
6.11 Making Multiple Dot Plots for Grouped Data
Problem
Solution
Discussion
6.12 Making a Density Plot of Two-Dimensional Data
Problem
Solution
Discussion
See Also
Chapter 7. Annotations
7.1 Adding Text Annotations
Problem
Solution
Discussion
See Also
7.2 Using Mathematical Expressions in Annotations
Problem
Solution
Discussion
See Also
7.3 Adding Lines
Problem
Solution
Discussion
See Also
7.4 Adding Line Segments and Arrows
Problem
Solution
Discussion
See Also
7.5 Adding a Shaded Rectangle
Problem
Solution
Discussion
7.6 Highlighting an Item
Problem
Solution
Discussion.
See Also
7.7 Adding Error Bars
Problem
Solution
Discussion
See Also
7.8 Adding Annotations to Individual Facets
Problem
Solution
Discussion
See Also
Chapter 8. Axes
8.1 Swapping X- and Y-Axes
Problem
Solution
Discussion
See Also
8.2 Setting the Range of a Continuous Axis
Problem
Solution
Discussion
8.3 Reversing a Continuous Axis
Problem
Solution
Discussion
See Also
8.4 Changing the Order of Items on a Categorical Axis
Problem
Solution
Discussion
See Also
8.5 Setting the Scaling Ratio of the X- and Y-Axes
Problem
Solution
Discussion
8.6 Setting the Positions of Tick Marks
Problem
Solution
Discussion
See Also
8.7 Removing Tick Marks and Labels
Problem
Solution
Discussion
8.8 Changing the Text of Tick Labels
Problem
Solution
Discussion
8.9 Changing the Appearance of Tick Labels
Problem
Solution
Discussion
See Also
8.10 Changing the Text of Axis Labels
Problem
Solution
Discussion
8.11 Removing Axis Labels
Problem
Solution
Discussion
8.12 Changing the Appearance of Axis Labels
Problem
Solution
Discussion
See Also
8.13 Showing Lines Along the Axes
Problem
Solution
Discussion
See Also
8.14 Using a Logarithmic Axis
Problem
Solution
Discussion
8.15 Adding Ticks for a Logarithmic Axis
Problem
Solution
Discussion
8.16 Making a Circular Plot
Problem
Solution
Discussion
See Also
8.17 Using Dates on an Axis
Problem
Solution
Discussion
See Also
8.18 Using Relative Times on an Axis
Problem
Solution
Discussion
See Also
Chapter 9. Controlling the Overall Appearance of Graphs
9.1 Setting the Title of a Graph
Problem
Solution
Discussion
9.2 Changing the Appearance of Text.
Problem
Solution
Discussion
9.3 Using Themes
Problem
Solution
Discussion
See Also
9.4 Changing the Appearance of Theme Elements
Problem
Solution
Discussion
9.5 Creating Your Own Themes
Problem
Solution
Discussion
See Also
9.6 Hiding Grid Lines
Problem
Solution
Discussion
Chapter 10. Legends
10.1 Removing the Legend
Problem
Solution
Discussion
10.2 Changing the Position of a Legend
Problem
Solution
Discussion
10.3 Changing the Order of Items in a Legend
Problem
Solution
Discussion
See Also
10.4 Reversing the Order of Items in a Legend
Problem
Solution
Discussion
10.5 Changing a Legend Title
Problem
Solution
Discussion
10.6 Changing the Appearance of a Legend Title
Problem
Solution
Discussion
See Also
10.7 Removing a Legend Title
Problem
Solution
Discussion
10.8 Changing the Labels in a Legend
Problem
Solution
Discussion
10.9 Changing the Appearance of Legend Labels
Problem
Solution
Discussion
See Also
10.10 Using Labels with Multiple Lines of Text
Problem
Solution
Discussion
Chapter 11. Facets
11.1 Splitting Data into Subplots with Facets
Problem
Solution
Discussion
11.2 Using Facets with Different Axes
Problem
Solution
Discussion
See Also
11.3 Changing the Text of Facet Labels
Problem
Solution
Discussion
See Also
11.4 Changing the Appearance of Facet Labels and Headers
Problem
Solution
Discussion
See Also
Chapter 12. Using Colors in Plots
12.1 Setting the Colors of Objects
Problem
Solution
Discussion
See Also
12.2 Representing Variables with Colors
Problem
Solution
Discussion
See Also
12.3 Using a Colorblind-Friendly Palette
Problem
Solution
Discussion.
See Also.

R graphics cookbook practical recipes for visualizing data

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