Ggplot2 essentials :: explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs /
This book is perfect for R programmers who are interested in learning to use ggplot2 for data visualization, from the basics up to using more advanced applications, such as faceting and grouping. Since this book will not cover the basics of R commands and objects, you should have a basic understandi...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham, UK :
Packt Publishing,
2015.
|
| Schriftenreihe: | Community experience distilled.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | This book is perfect for R programmers who are interested in learning to use ggplot2 for data visualization, from the basics up to using more advanced applications, such as faceting and grouping. Since this book will not cover the basics of R commands and objects, you should have a basic understanding of the R language. |
| Beschreibung: | Includes index. |
| Beschreibung: | 1 online resource (1 volume) : illustrations |
| ISBN: | 9781785287558 1785287559 |
Internformat
MARC
| LEADER | 00000cam a2200000 i 4500 | ||
|---|---|---|---|
| 001 | ZDB-4-EBA-ocn914345496 | ||
| 003 | OCoLC | ||
| 005 | 20241004212047.0 | ||
| 006 | m o d | ||
| 007 | cr unu|||||||| | ||
| 008 | 150724s2015 enka o 001 0 eng d | ||
| 040 | |a UMI |b eng |e rda |e pn |c UMI |d COO |d OCLCF |d DEBBG |d N$T |d YDXCP |d IDEBK |d EBLCP |d DEBSZ |d OCLCQ |d MERUC |d CEF |d NLE |d UKMGB |d OCLCQ |d WYU |d UAB |d AU@ |d UKAHL |d OCLCQ |d VLY |d AJS |d OCLCO |d OCLCQ |d QGK |d OCLCO |d OCLCL |d SXB |d OCLCQ |d UEJ |d OCLCQ | ||
| 016 | 7 | |a 018010536 |2 Uk | |
| 019 | |a 913077673 |a 914073866 |a 1259159197 | ||
| 020 | |a 9781785287558 |q (electronic bk.) | ||
| 020 | |a 1785287559 |q (electronic bk.) | ||
| 020 | |z 1785287559 | ||
| 020 | |z 1785283529 | ||
| 020 | |z 9781785283529 | ||
| 035 | |a (OCoLC)914345496 |z (OCoLC)913077673 |z (OCoLC)914073866 |z (OCoLC)1259159197 | ||
| 037 | |a CL0500000620 |b Safari Books Online | ||
| 050 | 4 | |a QA90 | |
| 072 | 7 | |a COM |x 051010 |2 bisacsh | |
| 082 | 7 | |a 005.13 |2 23 | |
| 049 | |a MAIN | ||
| 100 | 1 | |a Teutonico, Donato, |e author. | |
| 245 | 1 | 0 | |a Ggplot2 essentials : |b explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / |c Donato Teutonico. |
| 246 | 3 | 0 | |a Explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs |
| 264 | 1 | |a Birmingham, UK : |b Packt Publishing, |c 2015. | |
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file | ||
| 490 | 1 | |a Community Experience Distilled | |
| 500 | |a Includes index. | ||
| 588 | 0 | |a Online resource; title from cover (Safari, viewed July 20, 2015). | |
| 505 | 0 | |a Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Graphics in R; Getting ggplot2 up and running; Packages in R; The Integrated Development Environment; RStudio; Eclipse and StatET; Emacs and ESS; The plotting environments in R; Standard graphics and grid-based graphics; Graphics and standard plots; Scatterplots with individual data points; Scatterplots with the line of one tree; Scatterplots with the line and points of one tree; Boxplots of the orange dataset; Boxplots with individual observations | |
| 505 | 8 | |a Histograms of the orange datasetHistograms with the reference line at the median value in red; Lattice and Trellis plots; Scatterplots with individual observations; Scatterplots of the orange dataset with faceting; Faceting scatterplots with line and points; Scatterplots with grouping data; Boxplots of the orange dataset; Histograms of the orange dataset; Histograms with the reference line at the median value in red; ggplot2 and the grammar of graphics; Further reading; Summary; Chapter 2: Getting Started; General aspects; Introduction to aesthetic attributes; Introduction to faceting | |
| 505 | 8 | |a Histograms and density plotsBar charts; Boxplots; Scatterplots; Time series; Bubble charts and dot plots; Further reading; Summary; Chapter 3: The Layers and Grammar of Graphics; Components of layered grammar; Creating a plot layer by layer with the ggplot function; Scales; The coordinate system; Faceting; Grid faceting; Wrap faceting; Layers in ggplot2; Data; Aesthetic mapping; Geometric; Stat; Position adjustment; Position adjustment of categorical data; Position adjustment of continuous data; Equivalent coding between qplot and ggplot; Histograms and density plots; Bar charts; Boxplots | |
| 505 | 8 | |a ScatterplotsFurther reading; Summary; Chapter 4: Advanced Plotting Techniques; Adding statistics; Smooth lines; Linear regression; Statistics with faceting; Advanced aesthetic mapping; Typical aesthetic mappings available in ggplot2; Mapping the aesthetic to new stat variables; Difference in mapping continuous and categorical variables; Adding text and reference lines to plots; Add text and reference lines with facets; Plots with polar coordinates; A pie chart; A bullseye chart; A coxcomb diagram; Further reading; Summary; Chapter 5: Controlling Plot Details; Exploring scales | |
| 505 | 8 | |a The plot title and axis labelsAxis scales; The discrete axis; The continuous axis; Axis transformations; Legends; The legend title; Legend keys and key labels; Themes; Themes for the legend; Themes for the axis and title; Themes for the plot background; Themes with facets; Further reading; Summary; Chapter 6: Plot Output; Multiple plots in one page; Arranging plots in rows and columns; Specifying the plot position; Saving plots to a file; Saving the plot manually; Saving the plot to a file without rendering it; Saving a single plot; Saving multiple plots on the same PDF file | |
| 520 | |a This book is perfect for R programmers who are interested in learning to use ggplot2 for data visualization, from the basics up to using more advanced applications, such as faceting and grouping. Since this book will not cover the basics of R commands and objects, you should have a basic understanding of the R language. | ||
| 546 | |a English. | ||
| 650 | 0 | |a Graphic methods |x Data processing. | |
| 650 | 0 | |a R (Computer program language) |0 http://id.loc.gov/authorities/subjects/sh2002004407 | |
| 650 | 6 | |a Méthodes graphiques |x Informatique. | |
| 650 | 6 | |a R (Langage de programmation) | |
| 650 | 7 | |a COMPUTERS |x Programming Languages |x General. |2 bisacsh | |
| 650 | 7 | |a Graphic methods |x Data processing |2 fast | |
| 650 | 7 | |a R (Computer program language) |2 fast | |
| 758 | |i has work: |a ggplot2 Essentials (Text) |1 https://id.oclc.org/worldcat/entity/E39PCXRHvvYMGprRwBwH8QH7pd |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Teutonico, Donato. |t Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs. |d Birmingham, England ; Mumbai, [India] : Packt Publishing, ©2015 |h ix, 211 pages |k Community experience distilled. |z 9781785283529 |
| 830 | 0 | |a Community experience distilled. |0 http://id.loc.gov/authorities/names/no2011030603 | |
| 856 | 4 | 0 | |l FWS01 |p ZDB-4-EBA |q FWS_PDA_EBA |u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1018251 |3 Volltext |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH28813593 | ||
| 938 | |a EBL - Ebook Library |b EBLB |n EBL2077521 | ||
| 938 | |a EBSCOhost |b EBSC |n 1018251 | ||
| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n cis31866161 | ||
| 938 | |a YBP Library Services |b YANK |n 12503074 | ||
| 994 | |a 92 |b GEBAY | ||
| 912 | |a ZDB-4-EBA | ||
| 049 | |a DE-863 | ||
Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocn914345496 |
|---|---|
| _version_ | 1816882318838595585 |
| adam_text | |
| any_adam_object | |
| author | Teutonico, Donato |
| author_facet | Teutonico, Donato |
| author_role | aut |
| author_sort | Teutonico, Donato |
| author_variant | d t dt |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | Q - Science |
| callnumber-label | QA90 |
| callnumber-raw | QA90 |
| callnumber-search | QA90 |
| callnumber-sort | QA 290 |
| callnumber-subject | QA - Mathematics |
| collection | ZDB-4-EBA |
| contents | Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Graphics in R; Getting ggplot2 up and running; Packages in R; The Integrated Development Environment; RStudio; Eclipse and StatET; Emacs and ESS; The plotting environments in R; Standard graphics and grid-based graphics; Graphics and standard plots; Scatterplots with individual data points; Scatterplots with the line of one tree; Scatterplots with the line and points of one tree; Boxplots of the orange dataset; Boxplots with individual observations Histograms of the orange datasetHistograms with the reference line at the median value in red; Lattice and Trellis plots; Scatterplots with individual observations; Scatterplots of the orange dataset with faceting; Faceting scatterplots with line and points; Scatterplots with grouping data; Boxplots of the orange dataset; Histograms of the orange dataset; Histograms with the reference line at the median value in red; ggplot2 and the grammar of graphics; Further reading; Summary; Chapter 2: Getting Started; General aspects; Introduction to aesthetic attributes; Introduction to faceting Histograms and density plotsBar charts; Boxplots; Scatterplots; Time series; Bubble charts and dot plots; Further reading; Summary; Chapter 3: The Layers and Grammar of Graphics; Components of layered grammar; Creating a plot layer by layer with the ggplot function; Scales; The coordinate system; Faceting; Grid faceting; Wrap faceting; Layers in ggplot2; Data; Aesthetic mapping; Geometric; Stat; Position adjustment; Position adjustment of categorical data; Position adjustment of continuous data; Equivalent coding between qplot and ggplot; Histograms and density plots; Bar charts; Boxplots ScatterplotsFurther reading; Summary; Chapter 4: Advanced Plotting Techniques; Adding statistics; Smooth lines; Linear regression; Statistics with faceting; Advanced aesthetic mapping; Typical aesthetic mappings available in ggplot2; Mapping the aesthetic to new stat variables; Difference in mapping continuous and categorical variables; Adding text and reference lines to plots; Add text and reference lines with facets; Plots with polar coordinates; A pie chart; A bullseye chart; A coxcomb diagram; Further reading; Summary; Chapter 5: Controlling Plot Details; Exploring scales The plot title and axis labelsAxis scales; The discrete axis; The continuous axis; Axis transformations; Legends; The legend title; Legend keys and key labels; Themes; Themes for the legend; Themes for the axis and title; Themes for the plot background; Themes with facets; Further reading; Summary; Chapter 6: Plot Output; Multiple plots in one page; Arranging plots in rows and columns; Specifying the plot position; Saving plots to a file; Saving the plot manually; Saving the plot to a file without rendering it; Saving a single plot; Saving multiple plots on the same PDF file |
| ctrlnum | (OCoLC)914345496 |
| dewey-full | 005.13 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.13 |
| dewey-search | 005.13 |
| dewey-sort | 15.13 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>06465cam a2200697 i 4500</leader><controlfield tag="001">ZDB-4-EBA-ocn914345496</controlfield><controlfield tag="003">OCoLC</controlfield><controlfield tag="005">20241004212047.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr unu||||||||</controlfield><controlfield tag="008">150724s2015 enka o 001 0 eng d</controlfield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">UMI</subfield><subfield code="b">eng</subfield><subfield code="e">rda</subfield><subfield code="e">pn</subfield><subfield code="c">UMI</subfield><subfield code="d">COO</subfield><subfield code="d">OCLCF</subfield><subfield code="d">DEBBG</subfield><subfield code="d">N$T</subfield><subfield code="d">YDXCP</subfield><subfield code="d">IDEBK</subfield><subfield code="d">EBLCP</subfield><subfield code="d">DEBSZ</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">MERUC</subfield><subfield code="d">CEF</subfield><subfield code="d">NLE</subfield><subfield code="d">UKMGB</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">WYU</subfield><subfield code="d">UAB</subfield><subfield code="d">AU@</subfield><subfield code="d">UKAHL</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">VLY</subfield><subfield code="d">AJS</subfield><subfield code="d">OCLCO</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">QGK</subfield><subfield code="d">OCLCO</subfield><subfield code="d">OCLCL</subfield><subfield code="d">SXB</subfield><subfield code="d">OCLCQ</subfield><subfield code="d">UEJ</subfield><subfield code="d">OCLCQ</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">018010536</subfield><subfield code="2">Uk</subfield></datafield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">913077673</subfield><subfield code="a">914073866</subfield><subfield code="a">1259159197</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781785287558</subfield><subfield code="q">(electronic bk.)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1785287559</subfield><subfield code="q">(electronic bk.)</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">1785287559</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">1785283529</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="z">9781785283529</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)914345496</subfield><subfield code="z">(OCoLC)913077673</subfield><subfield code="z">(OCoLC)914073866</subfield><subfield code="z">(OCoLC)1259159197</subfield></datafield><datafield tag="037" ind1=" " ind2=" "><subfield code="a">CL0500000620</subfield><subfield code="b">Safari Books Online</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">QA90</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">COM</subfield><subfield code="x">051010</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="082" ind1="7" ind2=" "><subfield code="a">005.13</subfield><subfield code="2">23</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">MAIN</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Teutonico, Donato,</subfield><subfield code="e">author.</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Ggplot2 essentials :</subfield><subfield code="b">explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs /</subfield><subfield code="c">Donato Teutonico.</subfield></datafield><datafield tag="246" ind1="3" ind2="0"><subfield code="a">Explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Birmingham, UK :</subfield><subfield code="b">Packt Publishing,</subfield><subfield code="c">2015.</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (1 volume) :</subfield><subfield code="b">illustrations</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="347" ind1=" " ind2=" "><subfield code="a">text file</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">Community Experience Distilled</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes index.</subfield></datafield><datafield tag="588" ind1="0" ind2=" "><subfield code="a">Online resource; title from cover (Safari, viewed July 20, 2015).</subfield></datafield><datafield tag="505" ind1="0" ind2=" "><subfield code="a">Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Graphics in R; Getting ggplot2 up and running; Packages in R; The Integrated Development Environment; RStudio; Eclipse and StatET; Emacs and ESS; The plotting environments in R; Standard graphics and grid-based graphics; Graphics and standard plots; Scatterplots with individual data points; Scatterplots with the line of one tree; Scatterplots with the line and points of one tree; Boxplots of the orange dataset; Boxplots with individual observations</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Histograms of the orange datasetHistograms with the reference line at the median value in red; Lattice and Trellis plots; Scatterplots with individual observations; Scatterplots of the orange dataset with faceting; Faceting scatterplots with line and points; Scatterplots with grouping data; Boxplots of the orange dataset; Histograms of the orange dataset; Histograms with the reference line at the median value in red; ggplot2 and the grammar of graphics; Further reading; Summary; Chapter 2: Getting Started; General aspects; Introduction to aesthetic attributes; Introduction to faceting</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">Histograms and density plotsBar charts; Boxplots; Scatterplots; Time series; Bubble charts and dot plots; Further reading; Summary; Chapter 3: The Layers and Grammar of Graphics; Components of layered grammar; Creating a plot layer by layer with the ggplot function; Scales; The coordinate system; Faceting; Grid faceting; Wrap faceting; Layers in ggplot2; Data; Aesthetic mapping; Geometric; Stat; Position adjustment; Position adjustment of categorical data; Position adjustment of continuous data; Equivalent coding between qplot and ggplot; Histograms and density plots; Bar charts; Boxplots</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">ScatterplotsFurther reading; Summary; Chapter 4: Advanced Plotting Techniques; Adding statistics; Smooth lines; Linear regression; Statistics with faceting; Advanced aesthetic mapping; Typical aesthetic mappings available in ggplot2; Mapping the aesthetic to new stat variables; Difference in mapping continuous and categorical variables; Adding text and reference lines to plots; Add text and reference lines with facets; Plots with polar coordinates; A pie chart; A bullseye chart; A coxcomb diagram; Further reading; Summary; Chapter 5: Controlling Plot Details; Exploring scales</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">The plot title and axis labelsAxis scales; The discrete axis; The continuous axis; Axis transformations; Legends; The legend title; Legend keys and key labels; Themes; Themes for the legend; Themes for the axis and title; Themes for the plot background; Themes with facets; Further reading; Summary; Chapter 6: Plot Output; Multiple plots in one page; Arranging plots in rows and columns; Specifying the plot position; Saving plots to a file; Saving the plot manually; Saving the plot to a file without rendering it; Saving a single plot; Saving multiple plots on the same PDF file</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">This book is perfect for R programmers who are interested in learning to use ggplot2 for data visualization, from the basics up to using more advanced applications, such as faceting and grouping. Since this book will not cover the basics of R commands and objects, you should have a basic understanding of the R language.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">English.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Graphic methods</subfield><subfield code="x">Data processing.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">R (Computer program language)</subfield><subfield code="0">http://id.loc.gov/authorities/subjects/sh2002004407</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">Méthodes graphiques</subfield><subfield code="x">Informatique.</subfield></datafield><datafield tag="650" ind1=" " ind2="6"><subfield code="a">R (Langage de programmation)</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS</subfield><subfield code="x">Programming Languages</subfield><subfield code="x">General.</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Graphic methods</subfield><subfield code="x">Data processing</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">R (Computer program language)</subfield><subfield code="2">fast</subfield></datafield><datafield tag="758" ind1=" " ind2=" "><subfield code="i">has work:</subfield><subfield code="a">ggplot2 Essentials (Text)</subfield><subfield code="1">https://id.oclc.org/worldcat/entity/E39PCXRHvvYMGprRwBwH8QH7pd</subfield><subfield code="4">https://id.oclc.org/worldcat/ontology/hasWork</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Print version:</subfield><subfield code="a">Teutonico, Donato.</subfield><subfield code="t">Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs.</subfield><subfield code="d">Birmingham, England ; Mumbai, [India] : Packt Publishing, ©2015</subfield><subfield code="h">ix, 211 pages</subfield><subfield code="k">Community experience distilled.</subfield><subfield code="z">9781785283529</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Community experience distilled.</subfield><subfield code="0">http://id.loc.gov/authorities/names/no2011030603</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="l">FWS01</subfield><subfield code="p">ZDB-4-EBA</subfield><subfield code="q">FWS_PDA_EBA</subfield><subfield code="u">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1018251</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">Askews and Holts Library Services</subfield><subfield code="b">ASKH</subfield><subfield code="n">AH28813593</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">EBL - Ebook Library</subfield><subfield code="b">EBLB</subfield><subfield code="n">EBL2077521</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">EBSCOhost</subfield><subfield code="b">EBSC</subfield><subfield code="n">1018251</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">ProQuest MyiLibrary Digital eBook Collection</subfield><subfield code="b">IDEB</subfield><subfield code="n">cis31866161</subfield></datafield><datafield tag="938" ind1=" " ind2=" "><subfield code="a">YBP Library Services</subfield><subfield code="b">YANK</subfield><subfield code="n">12503074</subfield></datafield><datafield tag="994" ind1=" " ind2=" "><subfield code="a">92</subfield><subfield code="b">GEBAY</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-4-EBA</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-863</subfield></datafield></record></collection> |
| id | ZDB-4-EBA-ocn914345496 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:26:43Z |
| institution | BVB |
| isbn | 9781785287558 1785287559 |
| language | English |
| oclc_num | 914345496 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (1 volume) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Packt Publishing, |
| record_format | marc |
| series | Community experience distilled. |
| series2 | Community Experience Distilled |
| spelling | Teutonico, Donato, author. Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / Donato Teutonico. Explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs Birmingham, UK : Packt Publishing, 2015. 1 online resource (1 volume) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier text file Community Experience Distilled Includes index. Online resource; title from cover (Safari, viewed July 20, 2015). Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Graphics in R; Getting ggplot2 up and running; Packages in R; The Integrated Development Environment; RStudio; Eclipse and StatET; Emacs and ESS; The plotting environments in R; Standard graphics and grid-based graphics; Graphics and standard plots; Scatterplots with individual data points; Scatterplots with the line of one tree; Scatterplots with the line and points of one tree; Boxplots of the orange dataset; Boxplots with individual observations Histograms of the orange datasetHistograms with the reference line at the median value in red; Lattice and Trellis plots; Scatterplots with individual observations; Scatterplots of the orange dataset with faceting; Faceting scatterplots with line and points; Scatterplots with grouping data; Boxplots of the orange dataset; Histograms of the orange dataset; Histograms with the reference line at the median value in red; ggplot2 and the grammar of graphics; Further reading; Summary; Chapter 2: Getting Started; General aspects; Introduction to aesthetic attributes; Introduction to faceting Histograms and density plotsBar charts; Boxplots; Scatterplots; Time series; Bubble charts and dot plots; Further reading; Summary; Chapter 3: The Layers and Grammar of Graphics; Components of layered grammar; Creating a plot layer by layer with the ggplot function; Scales; The coordinate system; Faceting; Grid faceting; Wrap faceting; Layers in ggplot2; Data; Aesthetic mapping; Geometric; Stat; Position adjustment; Position adjustment of categorical data; Position adjustment of continuous data; Equivalent coding between qplot and ggplot; Histograms and density plots; Bar charts; Boxplots ScatterplotsFurther reading; Summary; Chapter 4: Advanced Plotting Techniques; Adding statistics; Smooth lines; Linear regression; Statistics with faceting; Advanced aesthetic mapping; Typical aesthetic mappings available in ggplot2; Mapping the aesthetic to new stat variables; Difference in mapping continuous and categorical variables; Adding text and reference lines to plots; Add text and reference lines with facets; Plots with polar coordinates; A pie chart; A bullseye chart; A coxcomb diagram; Further reading; Summary; Chapter 5: Controlling Plot Details; Exploring scales The plot title and axis labelsAxis scales; The discrete axis; The continuous axis; Axis transformations; Legends; The legend title; Legend keys and key labels; Themes; Themes for the legend; Themes for the axis and title; Themes for the plot background; Themes with facets; Further reading; Summary; Chapter 6: Plot Output; Multiple plots in one page; Arranging plots in rows and columns; Specifying the plot position; Saving plots to a file; Saving the plot manually; Saving the plot to a file without rendering it; Saving a single plot; Saving multiple plots on the same PDF file This book is perfect for R programmers who are interested in learning to use ggplot2 for data visualization, from the basics up to using more advanced applications, such as faceting and grouping. Since this book will not cover the basics of R commands and objects, you should have a basic understanding of the R language. English. Graphic methods Data processing. R (Computer program language) http://id.loc.gov/authorities/subjects/sh2002004407 Méthodes graphiques Informatique. R (Langage de programmation) COMPUTERS Programming Languages General. bisacsh Graphic methods Data processing fast R (Computer program language) fast has work: ggplot2 Essentials (Text) https://id.oclc.org/worldcat/entity/E39PCXRHvvYMGprRwBwH8QH7pd https://id.oclc.org/worldcat/ontology/hasWork Print version: Teutonico, Donato. Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs. Birmingham, England ; Mumbai, [India] : Packt Publishing, ©2015 ix, 211 pages Community experience distilled. 9781785283529 Community experience distilled. http://id.loc.gov/authorities/names/no2011030603 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1018251 Volltext |
| spellingShingle | Teutonico, Donato Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / Community experience distilled. Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Graphics in R; Getting ggplot2 up and running; Packages in R; The Integrated Development Environment; RStudio; Eclipse and StatET; Emacs and ESS; The plotting environments in R; Standard graphics and grid-based graphics; Graphics and standard plots; Scatterplots with individual data points; Scatterplots with the line of one tree; Scatterplots with the line and points of one tree; Boxplots of the orange dataset; Boxplots with individual observations Histograms of the orange datasetHistograms with the reference line at the median value in red; Lattice and Trellis plots; Scatterplots with individual observations; Scatterplots of the orange dataset with faceting; Faceting scatterplots with line and points; Scatterplots with grouping data; Boxplots of the orange dataset; Histograms of the orange dataset; Histograms with the reference line at the median value in red; ggplot2 and the grammar of graphics; Further reading; Summary; Chapter 2: Getting Started; General aspects; Introduction to aesthetic attributes; Introduction to faceting Histograms and density plotsBar charts; Boxplots; Scatterplots; Time series; Bubble charts and dot plots; Further reading; Summary; Chapter 3: The Layers and Grammar of Graphics; Components of layered grammar; Creating a plot layer by layer with the ggplot function; Scales; The coordinate system; Faceting; Grid faceting; Wrap faceting; Layers in ggplot2; Data; Aesthetic mapping; Geometric; Stat; Position adjustment; Position adjustment of categorical data; Position adjustment of continuous data; Equivalent coding between qplot and ggplot; Histograms and density plots; Bar charts; Boxplots ScatterplotsFurther reading; Summary; Chapter 4: Advanced Plotting Techniques; Adding statistics; Smooth lines; Linear regression; Statistics with faceting; Advanced aesthetic mapping; Typical aesthetic mappings available in ggplot2; Mapping the aesthetic to new stat variables; Difference in mapping continuous and categorical variables; Adding text and reference lines to plots; Add text and reference lines with facets; Plots with polar coordinates; A pie chart; A bullseye chart; A coxcomb diagram; Further reading; Summary; Chapter 5: Controlling Plot Details; Exploring scales The plot title and axis labelsAxis scales; The discrete axis; The continuous axis; Axis transformations; Legends; The legend title; Legend keys and key labels; Themes; Themes for the legend; Themes for the axis and title; Themes for the plot background; Themes with facets; Further reading; Summary; Chapter 6: Plot Output; Multiple plots in one page; Arranging plots in rows and columns; Specifying the plot position; Saving plots to a file; Saving the plot manually; Saving the plot to a file without rendering it; Saving a single plot; Saving multiple plots on the same PDF file Graphic methods Data processing. R (Computer program language) http://id.loc.gov/authorities/subjects/sh2002004407 Méthodes graphiques Informatique. R (Langage de programmation) COMPUTERS Programming Languages General. bisacsh Graphic methods Data processing fast R (Computer program language) fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh2002004407 |
| title | Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / |
| title_alt | Explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs |
| title_auth | Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / |
| title_exact_search | Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / |
| title_full | Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / Donato Teutonico. |
| title_fullStr | Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / Donato Teutonico. |
| title_full_unstemmed | Ggplot2 essentials : explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / Donato Teutonico. |
| title_short | Ggplot2 essentials : |
| title_sort | ggplot2 essentials explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs |
| title_sub | explore the full range of ggplot2 plotting capabilities to create meaningful and spectacular graphs / |
| topic | Graphic methods Data processing. R (Computer program language) http://id.loc.gov/authorities/subjects/sh2002004407 Méthodes graphiques Informatique. R (Langage de programmation) COMPUTERS Programming Languages General. bisacsh Graphic methods Data processing fast R (Computer program language) fast |
| topic_facet | Graphic methods Data processing. R (Computer program language) Méthodes graphiques Informatique. R (Langage de programmation) COMPUTERS Programming Languages General. Graphic methods Data processing |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1018251 |
| work_keys_str_mv | AT teutonicodonato ggplot2essentialsexplorethefullrangeofggplot2plottingcapabilitiestocreatemeaningfulandspectaculargraphs AT teutonicodonato explorethefullrangeofggplot2plottingcapabilitiestocreatemeaningfulandspectaculargraphs |