R graphs cookbook: detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems]
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Birmingham [u.a.]
Packt Publ.
2011
|
| Ausgabe: | 1. publ. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | IV, 255 S. Ill., graph. Darst., Kt. |
| ISBN: | 9781849513067 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV037195617 | ||
| 003 | DE-604 | ||
| 005 | 20130125 | ||
| 007 | t | ||
| 008 | 110131s2011 abd| |||| 00||| eng d | ||
| 020 | |a 9781849513067 |9 978-1-849513-06-7 | ||
| 035 | |a (OCoLC)706992564 | ||
| 035 | |a (DE-599)BVBBV037195617 | ||
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| 084 | |a ST 250 |0 (DE-625)143626: |2 rvk | ||
| 100 | 1 | |a Mittal, Hrishi V. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a R graphs cookbook |b detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] |c Hrishi V. Mittal |
| 250 | |a 1. publ. | ||
| 264 | 1 | |a Birmingham [u.a.] |b Packt Publ. |c 2011 | |
| 300 | |a IV, 255 S. |b Ill., graph. Darst., Kt. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 0 | 7 | |a R |g Programm |0 (DE-588)4705956-4 |2 gnd |9 rswk-swf |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-021109978 | ||
Datensatz im Suchindex
| _version_ | 1804143781597937664 |
|---|---|
| adam_text | Table
of Contents
Preface
Chapter
1:
Basic Graph Functions
_____________________________________7
Introduction
7
Creating scatter plots
8
Creating line graphs
12
Creating bar charts
14
Creating histograms and density plots
17
Creating box plots
20
Adjusting X and
Y
axes limits
22
Creating heat maps
24
Creating pairs plots
27
Creating multiple plot matrix layouts
30
Adding and formatting legends
33
Creating graphs with maps
37
Saving and exporting graphs
40
Chapter
2:
Beyond the Basics; Adjusting Key Parameters
_______________43.
Introduction
43
Setting colors of points, lines, and bars
44
Setting plot background colors
48
Setting colors for text elements: axis annotations, labels, plot titles,
and legends
50
Choosing color combinations and palettes
52
Setting fonts for annotations and titles
54
Choosing plotting point symbol styles and sizes
56
Choosing line styles and width
58
Choosing box styles
60
Adjusting axis annotations and tick marks
63
Formatting log axes
65
Setting graph margins and dimensions
66
Table
of
Contents-----------------------------------------------------~~
Chapter
3:
Creating Scatter Plots
------------------------------------------------------69
Introduction 69
Grouping data points within a scatter plot
70
Highlighting grouped data points by size and symbol type
73
Labelling data points
75
Correlation matrix using pairs plot
78
Adding error bars
79
Using jitter to distinguish closely packed data points
82
Adding linear model lines
84
Adding non-linear model curves
85
Adding non-parametric model curves with lowess
86
Making three-dimensional scatter plots
87
How to make Quantile-Quantile plots
89
Displaying data density on axes
91
Making scatter plots with smoothed density representation
93
Chapter
4:
Creating Line Graphs and Time Series Charts
________________
Э5
Introduction
96
Adding customized legends for multiple line graphs
96
Using margin labels instead of legends for multiple line graphs
99
Adding horizontal and vertical grid lines
101
Adding marker lines at specific X and
Y
values
104
Creating sparklines
105
Plotting functions of a variable in
a
dataset
107
Formatting time
serles
data for plotting
109
Plotting date and time on the X axis 111
Annotating axis labels in different human readable time formats
113
Adding vertical markers to indicate specific time events
115
Plotting data with varying time averaging periods
117
Creating stock charts
118
Chanter
5:
Creating Bar. Pot and Pie Charts
_________________________123
Introduction
123
Creating bar charts with more than one factor variable
124
Creating stacked bar charts
126
Adjusting the orientation of bars-horizontal and vertical
128
Adjusting bar widths, spacing, colors, and borders
130
Displaying values on top of or next to the bars
132
Placing labels inside bars
134
Creating bar charts with vertical error bars
135
Modifying dot charts by grouping variables
137
Table of
Contents
Making better readable pie charts with clockwise-ordered slices
139
Labelling a pie chart with percentage values for each slice
141
Adding a legend to a pie chart
143
Chapter
6:
Creating Histograms
____________________________________145
Introduction
145
Visualizing distributions as count frequencies or probability densities
146
Setting bin size and number of breaks
148
Adjusting histogram styles: bar colors, borders, and axes
150
Overlaying density line over a histogram
152
Multiple histograms along the diagonal of a pairs plot
153
Histograms in the margins of line and scatter plots
155
Chapter
7:
Creating Box and Whisker Plots
__________________________
15Э
Introduction
159
Creating box plots with narrow boxes for a small number of variables
160
Grouping over a variable
162
Varying box widths by number of observations
164
Creating box plots with notches
165
Including or excluding outliers
166
Creating horizontal box plots
167
Changing box styling
169
Adjusting the extent of plot whiskers outside the box
170
Showing the number of observations
172
Splitting a variable at arbitrary values Into subsets
175
Chapter
8:
Creating Heat Maps and Contour Plots
____________________181
introduction
181
Creating heat maps of single
Z
variable with scale
182
Creating correlation heat maps
185
Summarizing multivariate data in a heat map
187
Creating contour plots
192
Creating filled contour plots
194
Creating three-dimensional surface plots
197
Visualizing time series as calendar heat maps
199
Chapter
9:
Creating Maps
_________________________________________205
Introduction
205
Plotting global data by countries on a world map
206
Creating graphs with regional maps
210
Plotting data on Google maps
215
Creating and reading KML data
219
Working with ESRI shapeflles
220
Table
of
Contents
Chapter
10:
Finalizing graphs for publications and presentations
----------223
Introduction
223
Exporting graphs in high resolution image formats: PNG, JPEG, BMP, TIFF
224
Exporting graphs in vector formats: SVG, PDF, PS
227
Adding mathematical and scientific notations (typesetting)
229
Adding text descriptions to graphs
234
Using graph templates
237
Choosing font families and styles under Windows, Mac OS X, and Linux
241
Choosing fonts for PostScripts and PDFs
243
Index
________________________ _______________________________247
|
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| author | Mittal, Hrishi V. |
| author_facet | Mittal, Hrishi V. |
| author_role | aut |
| author_sort | Mittal, Hrishi V. |
| author_variant | h v m hv hvm |
| building | Verbundindex |
| bvnumber | BV037195617 |
| classification_rvk | SK 890 ST 250 |
| ctrlnum | (OCoLC)706992564 (DE-599)BVBBV037195617 |
| discipline | Informatik Mathematik |
| edition | 1. publ. |
| format | Book |
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| institution | BVB |
| isbn | 9781849513067 |
| language | English |
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| spelling | Mittal, Hrishi V. Verfasser aut R graphs cookbook detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] Hrishi V. Mittal 1. publ. Birmingham [u.a.] Packt Publ. 2011 IV, 255 S. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier R Programm (DE-588)4705956-4 gnd rswk-swf R Programm (DE-588)4705956-4 s DE-604 Digitalisierung UB Bayreuth application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021109978&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mittal, Hrishi V. R graphs cookbook detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] R Programm (DE-588)4705956-4 gnd |
| subject_GND | (DE-588)4705956-4 |
| title | R graphs cookbook detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] |
| title_auth | R graphs cookbook detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] |
| title_exact_search | R graphs cookbook detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] |
| title_full | R graphs cookbook detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] Hrishi V. Mittal |
| title_fullStr | R graphs cookbook detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] Hrishi V. Mittal |
| title_full_unstemmed | R graphs cookbook detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] Hrishi V. Mittal |
| title_short | R graphs cookbook |
| title_sort | r graphs cookbook detailed hands on recipes for creating the most useful types of graphs in r starting from the simplest versions to more advanced applications quick answers to common problems |
| title_sub | detailed hands-on recipes for creating the most useful types of graphs in R – starting from the simplest versions to more advanced applications ; [quick answers to common problems] |
| topic | R Programm (DE-588)4705956-4 gnd |
| topic_facet | R Programm |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=021109978&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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