LEADER 05075nam 2200673 450 001 9910816916703321 005 20200520144314.0 010 $a1-78398-879-7 035 $a(CKB)2670000000573243 035 $a(EBL)1826989 035 $a(SSID)ssj0001414462 035 $a(PQKBManifestationID)11852173 035 $a(PQKBTitleCode)TC0001414462 035 $a(PQKBWorkID)11431693 035 $a(PQKB)11678982 035 $a(Au-PeEL)EBL1826989 035 $a(CaPaEBR)ebr10962286 035 $a(CaONFJC)MIL654915 035 $a(OCoLC)894790402 035 $a(MiAaPQ)EBC1826989 035 $a(PPN)228027292 035 $a(EXLCZ)992670000000573243 100 $a20141113d2014 uy| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aR graphs cookbook $eover 70 recipes for building and customizing publication-quality visualization of powerful and stunning R graphs /$fJaynal Abedin, Hrishi V. Mittal 205 $aSecond edition. 210 1$aBirmingham :$cPackt Publishing,$d2014. 215 $a1 online resource (368 p.) 225 0 $aQuick answers to common problems 300 $aIncludes index. 311 $a1-78398-878-9 311 $a1-322-23635-6 327 $aCover; Copyright; Credits; About the Authors; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: R Graphics; Base graphics using the default package; Trellis graphs using lattice; Graphs inspired by Grammar of Graphics; Chapter 2: Basic Graph Functions; Introduction; Creating scatter plots; Creating line graphs; Creating bar charts; Creating histograms and density plots; Creating box plots; Adjusting x and y axes' limits; Creating heat maps; Creating pairs plots; Creating multiple plot matrix layouts; Adding and formatting legends; Creating graphs with maps 327 $aSaving and exporting graphsChapter 3: Beyond the Basics - Adjusting Key Parameters; Introduction; Setting colors of points, lines, and bars; Setting plot background colors; Setting colors for text elements - axis annotations, labels, plot titles, and legends; Choosing color combinations and palettes; Setting fonts for annotations and titles; Choosing plotting point symbol styles and sizes; Choosing line styles and width; Choosing box styles; Adjusting axis annotations and tick marks; Formatting log axes; Setting graph margins and dimensions; Chapter 4: Creating Scatter Plots; Introduction 327 $aGrouping data points within a scatter plotHighlighting grouped data points by size and symbol type; Labeling data points; Correlation matrix using pairs plots; Adding error bars; Using jitter to distinguish closely packed data points; Adding linear model lines; Adding nonlinear model curves; Adding nonparametric model curves with lowess; Creating three-dimensional scatter plots; Creating Quantile-Quantile plots; Displaying the data density on axes; Creating scatter plots with a smoothed density representation; Chapter 5: Creating Line Graphs and Time Series Charts; Introduction 327 $aAdding customized legends for multiple-line graphsUsing margin labels instead of legends for multiple-line graphs; Adding horizontal and vertical grid lines; Adding marker lines at specific x and y values using abline; Creating sparklines; Plotting functions of a variable in a dataset; Formatting time series data for plotting; Plotting the date or time variable on the x axis; Annotating axis labels in different human-readable time formats; Adding vertical markers to indicate specific time events; Plotting data with varying time-averaging periods; Creating stock charts 327 $aChapter 6: Creating Bar, Dot, and Pie ChartsIntroduction; Creating bar charts with more than one factor variable; Creating stacked bar charts; Adjusting the orientation of bars - horizontal and vertical; Adjusting bar widths, spacing, colors, and borders; Displaying values on top of or next to the bars; Placing labels inside bars; Creating bar charts with vertical error bars; Modifying dot charts by grouping variables; Making better, readable pie charts with clockwise-ordered slices; Labeling a pie chart with percentage values for each slice; Adding a legend to a pie chart 327 $aChapter 7: Creating Histograms 330 $aTargeted at those with an existing familiarity with R programming, this practical guide will appeal directly to programmers interested in learning effective data visualization techniques with R and a wide-range of its associated libraries. 606 $aR (Computer program language) 606 $aCharts, diagrams, etc 606 $aComputer graphics 615 0$aR (Computer program language) 615 0$aCharts, diagrams, etc. 615 0$aComputer graphics. 676 $a511/.5 700 $aAbedin$b Jaynal$01685953 702 $aMittal$b Hrishi V. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910816916703321 996 $aR graphs cookbook$94058511 997 $aUNINA