├── .gitignore ├── 00-author.Rmd ├── 02-quick-tour.Rmd ├── 03-geoms.Rmd ├── 04-aesthetics.Rmd ├── 05-axis-labels.Rmd ├── 06-text-annotations.Rmd ├── 07-scatter-plots.Rmd ├── 08-line-graphs.Rmd ├── 09-bar-plots.Rmd ├── 10-box-plots.Rmd ├── 11-histograms.Rmd ├── 12-modify-axis.Rmd ├── 13-modify-legend.Rmd ├── 14-facets.Rmd ├── 15-themes.Rmd ├── README.md ├── _bookdown.yml ├── _bookdown_files └── data-visualization-with-ggplot2_files │ └── figure-html │ ├── aes10-1.png │ ├── aes11-1.png │ ├── aes12-1.png │ ├── aes12a-1.png │ ├── aes13-1.png │ ├── aes13a-1.png │ ├── aes14-1.png │ ├── aes14a-1.png │ ├── aes15-1.png │ ├── aes16-1.png │ ├── aes17-1.png │ ├── aes17c-1.png │ ├── aes18-1.png │ ├── aes2-1.png │ ├── aes20-1.png │ ├── aes21-1.png │ ├── aes22-1.png │ ├── aes23-1.png │ ├── aes24-1.png │ ├── aes25-1.png │ ├── aes26-1.png │ ├── aes3-1.png │ ├── aes4-1.png │ ├── aes5-1.png │ ├── aes6-1.png │ ├── aes7-1.png │ ├── aes8-1.png │ ├── aes9-1.png │ ├── ann2-1.png │ ├── ann3-1.png │ ├── ann4-1.png │ ├── ann5-1.png │ ├── ann6-1.png │ ├── ann7-1.png │ ├── axis10-1.png │ ├── axis11-1.png │ ├── axis12-1.png │ ├── axis13-1.png │ ├── axis14-1.png │ ├── axis15-1.png │ ├── axis16-1.png │ ├── axis17-1.png │ ├── axis2-1.png │ ├── axis3-1.png │ ├── axis4-1.png │ ├── axis5-1.png │ ├── axis6-1.png │ ├── axis7-1.png │ ├── axis8-1.png │ ├── axis9-1.png │ ├── bar10-1.png │ ├── bar2-1.png │ ├── bar3-1.png │ ├── bar4-1.png │ ├── bar5-1.png │ ├── bar6-1.png │ ├── bar7-1.png │ ├── bar8-1.png │ ├── bar9-1.png │ ├── box10-1.png │ ├── box11-1.png │ ├── box12-1.png │ ├── box13-1.png │ ├── box14-1.png │ ├── box15-1.png │ ├── box16-1.png │ ├── box17-1.png │ ├── box18-1.png │ ├── box2-1.png │ ├── box3-1.png │ ├── box4-1.png │ ├── box5-1.png │ ├── box6-1.png │ ├── box7-1.png │ ├── box9-1.png │ ├── facet1-1.png │ ├── facet10-1.png │ ├── facet11-1.png │ ├── facet12-1.png │ ├── facet2-1.png │ ├── facet3-1.png │ ├── facet4-1.png │ ├── facet5-1.png │ ├── facet6-1.png │ ├── facet7-1.png │ ├── facet8-1.png │ ├── facet9-1.png │ ├── geomline1-1.png │ ├── geomline2-1.png │ ├── geoms10-1.png │ ├── geoms11-1.png │ ├── geoms12-1.png │ ├── geoms13-1.png │ ├── geoms15-1.png │ ├── geoms16-1.png │ ├── geoms19-1.png │ ├── geoms2-1.png │ ├── geoms20-1.png │ ├── geoms3-1.png │ ├── geoms4-1.png │ ├── geoms5-1.png │ ├── geoms6-1.png │ ├── geoms7-1.png │ ├── geoms8-1.png │ ├── geoms9-1.png │ ├── gg10-1.png │ ├── gg12-1.png │ ├── gg13-1.png │ ├── gg14-1.png │ ├── gg2-1.png │ ├── gg3-1.png │ ├── gg4-1.png │ ├── gg5-1.png │ ├── gg6-1.png │ ├── gg7-1.png │ ├── gg8-1.png │ ├── gg9-1.png │ ├── guide11-1.png │ ├── guide12-1.png │ ├── guide13-1.png │ ├── guide14-1.png │ ├── guide15-1.png │ ├── guide2-1.png │ ├── guide3-1.png │ ├── guide4-1.png │ ├── guide5-1.png │ ├── guide6-1.png │ ├── guide7-1.png │ ├── guide8-1.png │ ├── guide9-1.png │ ├── hist10-1.png │ ├── hist11-1.png │ ├── hist2-1.png │ ├── hist3-1.png │ ├── hist4-1.png │ ├── hist5-1.png │ ├── hist6-1.png │ ├── hist7-1.png │ ├── hist8-1.png │ ├── hist9-1.png │ ├── leg10-1.png │ ├── leg11-1.png │ ├── leg12-1.png │ ├── leg13-1.png │ ├── leg14-1.png │ ├── leg15-1.png │ ├── leg16-1.png │ ├── leg17-1.png │ ├── leg18-1.png │ ├── leg19-1.png │ ├── leg2-1.png │ ├── leg20-1.png │ ├── leg21-1.png │ ├── leg22-1.png │ ├── leg23-1.png │ ├── leg24-1.png │ ├── leg25-1.png │ ├── leg26-1.png │ ├── leg27-1.png │ ├── leg28-1.png │ ├── leg29-1.png │ ├── leg3-1.png │ ├── leg30-1.png │ ├── leg31-1.png │ ├── leg32-1.png │ ├── leg33-1.png │ ├── leg34-1.png │ ├── leg35-1.png │ ├── leg36-1.png │ ├── leg37-1.png │ ├── leg38-1.png │ ├── leg39-1.png │ ├── leg4-1.png │ ├── leg40-1.png │ ├── leg41-1.png │ ├── leg42-1.png │ ├── leg43-1.png │ ├── leg44-1.png │ ├── leg45-1.png │ ├── leg46-1.png │ ├── leg47-1.png │ ├── leg48-1.png │ ├── leg49-1.png │ ├── leg5-1.png │ ├── leg50-1.png │ ├── leg51-1.png │ ├── leg52-1.png │ ├── leg53-1.png │ ├── leg54-1.png │ ├── leg55-1.png │ ├── leg6-1.png │ ├── leg7-1.png │ ├── leg8-1.png │ ├── leg9-1.png │ ├── line1-1.png │ ├── line100-1.png │ ├── line2-1.png │ ├── line3-1.png │ ├── line4-1.png │ ├── line6-1.png │ ├── line7-1.png │ ├── line8-1.png │ ├── line9-1.png │ ├── scat10-1.png │ ├── scat10a-1.png │ ├── scat11-1.png │ ├── scat2-1.png │ ├── scat22-1.png │ ├── scat3-1.png │ ├── scat4-1.png │ ├── scat5-1.png │ ├── scat6-1.png │ ├── scat7-1.png │ ├── scat8-1.png │ ├── scat9-1.png │ ├── theme1-1.png │ ├── theme17-1.png │ ├── theme18-1.png │ ├── theme19-1.png │ ├── theme2-1.png │ ├── theme20-1.png │ ├── theme21-1.png │ ├── theme22-1.png │ ├── theme23-1.png │ ├── theme30-1.png │ ├── theme34-1.png │ ├── theme35-1.png │ ├── theme36-1.png │ ├── theme5-1.png │ ├── theme6-1.png │ └── theme7-1.png ├── _output.yml ├── docs ├── about-the-author.html ├── data-visualization-with-ggplot2_files │ └── figure-html │ │ ├── aes10-1.png │ │ ├── aes11-1.png │ │ ├── aes12-1.png │ │ ├── aes12a-1.png │ │ ├── aes13-1.png │ │ ├── aes13a-1.png │ │ ├── aes14-1.png │ │ ├── aes14a-1.png │ │ ├── aes15-1.png │ │ ├── aes16-1.png │ │ ├── aes17-1.png │ │ ├── aes17c-1.png │ │ ├── aes18-1.png │ │ ├── aes2-1.png │ │ ├── aes20-1.png │ │ ├── aes21-1.png │ │ ├── aes22-1.png │ │ ├── aes23-1.png │ │ ├── aes24-1.png │ │ ├── aes25-1.png │ │ ├── aes26-1.png │ │ ├── aes3-1.png │ │ ├── aes4-1.png │ │ ├── aes5-1.png │ │ ├── aes6-1.png │ │ ├── aes7-1.png │ │ ├── aes8-1.png │ │ ├── aes9-1.png │ │ ├── ann2-1.png │ │ ├── ann3-1.png │ │ ├── ann4-1.png │ │ ├── ann5-1.png │ │ ├── ann6-1.png │ │ ├── ann7-1.png │ │ ├── axis10-1.png │ │ ├── axis11-1.png │ │ ├── axis12-1.png │ │ ├── axis13-1.png │ │ ├── axis14-1.png │ │ ├── axis15-1.png │ │ ├── axis16-1.png │ │ ├── axis17-1.png │ │ ├── axis2-1.png │ │ ├── axis3-1.png │ │ ├── axis4-1.png │ │ ├── axis5-1.png │ │ ├── axis6-1.png │ │ ├── axis7-1.png │ │ ├── axis8-1.png │ │ ├── axis9-1.png │ │ ├── bar10-1.png │ │ ├── bar2-1.png │ │ ├── bar3-1.png │ │ ├── bar4-1.png │ │ ├── bar5-1.png │ │ ├── bar6-1.png │ │ ├── bar7-1.png │ │ ├── bar8-1.png │ │ ├── bar9-1.png │ │ ├── box10-1.png │ │ ├── box11-1.png │ │ ├── box12-1.png │ │ ├── box13-1.png │ │ ├── box14-1.png │ │ ├── box15-1.png │ │ ├── box16-1.png │ │ ├── box17-1.png │ │ ├── box18-1.png │ │ ├── box2-1.png │ │ ├── box3-1.png │ │ ├── box4-1.png │ │ ├── box5-1.png │ │ ├── box6-1.png │ │ ├── box7-1.png │ │ ├── box9-1.png │ │ ├── facet1-1.png │ │ ├── facet10-1.png │ │ ├── facet11-1.png │ │ ├── facet12-1.png │ │ ├── facet2-1.png │ │ ├── facet3-1.png │ │ ├── facet4-1.png │ │ ├── facet5-1.png │ │ ├── facet6-1.png │ │ ├── facet7-1.png │ │ ├── facet8-1.png │ │ ├── facet9-1.png │ │ ├── geomline1-1.png │ │ ├── geomline2-1.png │ │ ├── geoms10-1.png │ │ ├── geoms11-1.png │ │ ├── geoms12-1.png │ │ ├── geoms13-1.png │ │ ├── geoms15-1.png │ │ ├── geoms16-1.png │ │ ├── geoms19-1.png │ │ ├── geoms2-1.png │ │ ├── geoms20-1.png │ │ ├── geoms3-1.png │ │ ├── geoms4-1.png │ │ ├── geoms5-1.png │ │ ├── geoms6-1.png │ │ ├── geoms7-1.png │ │ ├── geoms8-1.png │ │ ├── geoms9-1.png │ │ ├── gg10-1.png │ │ ├── gg12-1.png │ │ ├── gg13-1.png │ │ ├── gg14-1.png │ │ ├── gg2-1.png │ │ ├── gg3-1.png │ │ ├── gg4-1.png │ │ ├── gg5-1.png │ │ ├── gg6-1.png │ │ ├── gg7-1.png │ │ ├── gg8-1.png │ │ ├── gg9-1.png │ │ ├── guide11-1.png │ │ ├── guide12-1.png │ │ ├── guide13-1.png │ │ ├── guide14-1.png │ │ ├── guide15-1.png │ │ ├── guide2-1.png │ │ ├── guide3-1.png │ │ ├── guide4-1.png │ │ ├── guide5-1.png │ │ ├── guide6-1.png │ │ ├── guide7-1.png │ │ ├── guide8-1.png │ │ ├── guide9-1.png │ │ ├── hist10-1.png │ │ ├── hist11-1.png │ │ ├── hist2-1.png │ │ ├── hist3-1.png │ │ ├── hist4-1.png │ │ ├── hist5-1.png │ │ ├── hist6-1.png │ │ ├── hist7-1.png │ │ ├── hist8-1.png │ │ ├── hist9-1.png │ │ ├── leg10-1.png │ │ ├── leg11-1.png │ │ ├── leg12-1.png │ │ ├── leg13-1.png │ │ ├── leg14-1.png │ │ ├── leg15-1.png │ │ ├── leg16-1.png │ │ ├── leg17-1.png │ │ ├── leg18-1.png │ │ ├── leg19-1.png │ │ ├── leg2-1.png │ │ ├── leg20-1.png │ │ ├── leg21-1.png │ │ ├── leg22-1.png │ │ ├── leg23-1.png │ │ ├── leg24-1.png │ │ ├── leg25-1.png │ │ ├── leg26-1.png │ │ ├── leg27-1.png │ │ ├── leg28-1.png │ │ ├── leg29-1.png │ │ ├── leg3-1.png │ │ ├── leg30-1.png │ │ ├── leg31-1.png │ │ ├── leg32-1.png │ │ ├── leg33-1.png │ │ ├── leg34-1.png │ │ ├── leg35-1.png │ │ ├── leg36-1.png │ │ ├── leg37-1.png │ │ ├── leg38-1.png │ │ ├── leg39-1.png │ │ ├── leg4-1.png │ │ ├── leg40-1.png │ │ ├── leg41-1.png │ │ ├── leg42-1.png │ │ ├── leg43-1.png │ │ ├── leg44-1.png │ │ ├── leg45-1.png │ │ ├── leg46-1.png │ │ ├── leg47-1.png │ │ ├── leg48-1.png │ │ ├── leg49-1.png │ │ ├── leg5-1.png │ │ ├── leg50-1.png │ │ ├── leg51-1.png │ │ ├── leg52-1.png │ │ ├── leg53-1.png │ │ ├── leg54-1.png │ │ ├── leg55-1.png │ │ ├── leg6-1.png │ │ ├── leg7-1.png │ │ ├── leg8-1.png │ │ ├── leg9-1.png │ │ ├── line1-1.png │ │ ├── line100-1.png │ │ ├── line2-1.png │ │ ├── line3-1.png │ │ ├── line4-1.png │ │ ├── line6-1.png │ │ ├── line7-1.png │ │ ├── line8-1.png │ │ ├── line9-1.png │ │ ├── scat10-1.png │ │ ├── scat10a-1.png │ │ ├── scat11-1.png │ │ ├── scat2-1.png │ │ ├── scat22-1.png │ │ ├── scat3-1.png │ │ ├── scat4-1.png │ │ ├── scat5-1.png │ │ ├── scat6-1.png │ │ ├── scat7-1.png │ │ ├── scat8-1.png │ │ ├── scat9-1.png │ │ ├── theme1-1.png │ │ ├── theme17-1.png │ │ ├── theme18-1.png │ │ ├── theme19-1.png │ │ ├── theme2-1.png │ │ ├── theme20-1.png │ │ ├── theme21-1.png │ │ ├── theme22-1.png │ │ ├── theme23-1.png │ │ ├── theme30-1.png │ │ ├── theme34-1.png │ │ ├── theme35-1.png │ │ ├── theme36-1.png │ │ ├── theme5-1.png │ │ ├── theme6-1.png │ │ └── theme7-1.png ├── ggplot2-aesthetics.html ├── ggplot2-bar-plot.html ├── ggplot2-box-plot.html ├── ggplot2-facets.html ├── ggplot2-geoms.html ├── ggplot2-histogram.html ├── ggplot2-labels.html ├── ggplot2-legends.html ├── ggplot2-line-graph.html ├── ggplot2-modify-axis.html ├── ggplot2-modify-legend.html ├── ggplot2-quicktour.html ├── ggplot2-scatter-plot.html ├── ggplot2-text-annotations.html ├── ggplot2-themes.html ├── google-analytics.html ├── google02e424888b5e2def.html ├── guiaxes.html ├── img │ └── viz-ggplot2.png ├── index.html ├── intro.html ├── libs │ ├── anchor-sections-1.0.1 │ │ ├── anchor-sections.css │ │ └── anchor-sections.js │ ├── gitbook-2.6.7 │ │ ├── css │ │ │ ├── fontawesome │ │ │ │ └── fontawesome-webfont.ttf │ │ │ ├── plugin-bookdown.css │ │ │ ├── plugin-clipboard.css │ │ │ ├── plugin-fontsettings.css │ │ │ ├── plugin-highlight.css │ │ │ ├── plugin-search.css │ │ │ ├── plugin-table.css │ │ │ └── style.css │ │ └── js │ │ │ ├── app.min.js │ │ │ ├── clipboard.min.js │ │ │ ├── jquery.highlight.js │ │ │ ├── lunr.js │ │ │ ├── plugin-bookdown.js │ │ │ ├── plugin-clipboard.js │ │ │ ├── plugin-fontsettings.js │ │ │ ├── plugin-search.js │ │ │ └── plugin-sharing.js │ ├── header-attrs-2.8 │ │ └── header-attrs.js │ └── jquery-2.2.3 │ │ └── jquery.min.js ├── netlify.toml ├── reference-keys.txt ├── references.html ├── search_index.json └── style.css ├── google-analytics.html ├── img ├── intro-r.png ├── rdbsql.png ├── viz-base.png ├── viz-ggplot2.png └── wrangle-r.png ├── index.Rmd ├── style.css └── viz-ggplot2.Rproj /.gitignore: -------------------------------------------------------------------------------- 1 | .Rproj.user 2 | .Rhistory 3 | .RData 4 | .Ruserdata 5 | -------------------------------------------------------------------------------- /00-author.Rmd: -------------------------------------------------------------------------------- 1 | # About the Author {-} 2 | 3 | [Aravind Hebbali](https://www.aravindhebbali.com) is the founder of 4 | [Rsquared Academy](https://www.rsquaredacademy.com). He earned his Masters in 5 | Economics from [Madras School of Economics](https://www.mse.ac.in). As an 6 | active R user, he has authored several R packages such as 7 | 8 | - [olsrr](https://olsrr.rsquaredacademy.com) 9 | - [rfm](https://rfm.rsquaredacademy.com) 10 | - [descriptr](https://descriptr.rsquaredacademy.com) 11 | - [blorr](https://blorr.rsquaredacademy.com) 12 | - [xplorerr](https://xplorerr.rsquaredacademy.com) 13 | 14 | In 2015, he founded [Rsquared Academy](https://www.rsquaredacademy.com), a 15 | free and open source education initiative with focus on data science and 16 | analytics. Apart from self paced online courses, Rsquared Academy offers 17 | customized learning modules for corporates and universities. 18 | 19 | You can find him on [GitHub](https://github.com/aravindhebbali). -------------------------------------------------------------------------------- /06-text-annotations.Rmd: -------------------------------------------------------------------------------- 1 | # Text Annotations {#ggplot2-text-annotations} 2 | 3 | ## Introduction 4 | 5 | In this chapter, we will learn to add text to the plots. 6 | 7 | - add custom text 8 | - modify color 9 | - modify size 10 | - modify fontface 11 | - modify angle 12 | 13 | ## Annotate 14 | 15 | We will use the `annotate()` function to add custom text to the plots. You can 16 | use the `annotate()` function to add rectangles/segments/pointrange as well but 17 | our focus will be on adding text. Let us start with a simple scatter plot. 18 | 19 | ```{r ann1, echo=FALSE, eval=TRUE, results='hide', message=FALSE} 20 | library(ggplot2) 21 | library(readr) 22 | ``` 23 | 24 | `annotate()` takes the following arguments: 25 | 26 | - `geom` : specify text 27 | - `x` : x axis location 28 | - `y` : y axis location 29 | - `label` : custom text 30 | - `color` : color of text 31 | - `size` : size of text 32 | - `fontface` : fontface of text 33 | - `angle` : angle of text 34 | 35 | ### Add Text 36 | 37 | Let us begin by adding text to a scatter plot. We will use the mtcars data set 38 | and continue to examine the relationship between displacement and miles per 39 | gallon. To add the text, we have to indicate that we are using `annotate()` 40 | for adding text, and we do this by ensuring that the first input is the word 41 | `'text'`. Now, ggplot2 knows that it should add a text to the plot but it still 42 | needs other information such as: 43 | 44 | - where should the text appear on the plot i.e. location of the text 45 | - and the text itself 46 | 47 | We will provide the location by specifying points on the X and Y axis which are 48 | also the second and third inputs to `annotate()` and the final input is the text 49 | itself, which in our example is `'Sample Text'`. 50 | 51 | ```{r ann2, fig.align='center'} 52 | ggplot(mtcars) + 53 | geom_point(aes(disp, mpg)) + 54 | annotate('text', x = 200, y = 30, label = 'Sample Text') 55 | ``` 56 | 57 | ### Color 58 | 59 | Now that we know how to add text, let us look at modifying the appearance of 60 | the text. To change the color, use the `color` argument. In the below example, 61 | we modify the color to `'red'`. 62 | 63 | ```{r ann4, fig.align='center'} 64 | ggplot(mtcars) + 65 | geom_point(aes(disp, mpg)) + 66 | annotate('text', x = 200, y = 30, label = 'Sample Text', color = 'red') 67 | ``` 68 | 69 | ### Size 70 | 71 | The `size` argument can be used to modify the size of the text. 72 | 73 | ```{r ann5, fig.align='center'} 74 | ggplot(mtcars) + 75 | geom_point(aes(disp, mpg)) + 76 | annotate('text', x = 200, y = 30, label = 'Sample Text', size = 6) 77 | ``` 78 | 79 | ### Font 80 | 81 | To choose a font of your liking, use the `font` argument and supply it a valid 82 | value. 83 | 84 | ```{r ann6, fig.align='center'} 85 | ggplot(mtcars) + 86 | geom_point(aes(disp, mpg)) + 87 | annotate('text', x = 200, y = 30, label = 'Sample Text', fontface = 'bold') 88 | ``` 89 | 90 | ### Angle 91 | 92 | The angle of the text can also be modified using the `angle` argument. In the 93 | below example, we modify the angle of the text to `25`. 94 | 95 | ```{r ann7, fig.align='center'} 96 | ggplot(mtcars) + 97 | geom_point(aes(disp, mpg)) + 98 | annotate('text', x = 200, y = 30, label = 'Sample Text', angle = 25) 99 | ``` 100 | 101 | ## Putting it all together.. 102 | 103 | ```{r ann3, fig.align='center'} 104 | ggplot(mtcars) + 105 | geom_point(aes(disp, mpg)) + 106 | annotate('text', x = 200, y = 30, label = 'Sample Text', 107 | color = 'red', size = 6, fontface = 'bold', angle = 25) 108 | ``` 109 | -------------------------------------------------------------------------------- /09-bar-plots.Rmd: -------------------------------------------------------------------------------- 1 | # Bar Plots {#ggplot2-bar-plot} 2 | 3 | ## Introduction 4 | 5 | In this chapter, we will learn to: 6 | 7 | - build 8 | - simple bar plot 9 | - stacked bar plot 10 | - grouped bar plot 11 | - proportional bar plot 12 | - map aesthetics to variables 13 | - specify values for 14 | - bar color 15 | - bar line color 16 | - bar line type 17 | - bar line size 18 | 19 | ```{r bar, echo=FALSE, eval=TRUE, results='hide', message=FALSE} 20 | library(ggplot2) 21 | library(readr) 22 | ``` 23 | 24 | ## Data 25 | 26 | ```{r import201, eval=TRUE, message=FALSE} 27 | ecom <- read_csv('https://raw.githubusercontent.com/rsquaredacademy/datasets/master/ecom.csv', 28 | col_types = list(col_factor(levels = c('Desktop', 'Mobile', 'Tablet')), 29 | col_logical(), col_logical(), 30 | col_factor(levels = c('Affiliates', 'Direct', 'Display', 'Organic', 'Paid', 'Referral', 'Social')))) 31 | ecom 32 | ``` 33 | 34 | ### Data Dictionary 35 | 36 | - device: device used to visit the website 37 | - bouncers: whether visit was a bouncer (exit website from landing page) 38 | - purchase: whether visitor purchased 39 | - referrer: referrer website/search engine 40 | 41 | 42 | ## Basic Plot 43 | 44 | We can create a bar plot using `geom_bar()`. It takes a single input, a 45 | categorical variable. In the below example, we plot the number of visits for 46 | each device type. 47 | 48 | ```{r bar2, fig.align='center'} 49 | ggplot(ecom) + 50 | geom_bar(aes(device)) 51 | ``` 52 | 53 | ## Bar Color 54 | 55 | The color of the bars can be modified using the `fill` argument. In the below 56 | example, we assign different colors to the 3 bars in the plot. If you use the 57 | `color` argument, it will modify the color of the bar line and not the 58 | background color of the bars. We will look at that later in the chapter. 59 | 60 | ```{r bar3, fig.align='center'} 61 | ggplot(ecom) + 62 | geom_bar(aes(device), fill = c('red', 'blue', 'green')) 63 | ``` 64 | 65 | ## Stacked Bar Plot 66 | 67 | If you want to look at distribution of one categorical variable across the 68 | levels of another categorical variable, you can create a stacked bar plot. In 69 | ggplot2, a stacked bar plot is created by mapping the `fill` argument to the 70 | second categorical variable. In the below example, we have mapped `fill` to 71 | `referrer` variable. 72 | 73 | ```{r bar7, fig.align='center'} 74 | ggplot(ecom) + 75 | geom_bar(aes(device, fill = referrer)) 76 | ``` 77 | 78 | ## Grouped Bar Plot 79 | 80 | Grouped bar plots are a variation of stacked bar plots. Instead of being 81 | stacked on top of one another, the bars are placed next to one another and 82 | grouped by levels. In the below example, we create a grouped bar plot and you 83 | can observe that the bars are placed next to one another instead of being 84 | stacked as was shown in the previous example. To create a grouped bar plot, 85 | use the `position` argument and set it to `'dodge'`. 86 | 87 | ```{r bar8, fig.align='center'} 88 | ggplot(ecom) + 89 | geom_bar(aes(device, fill = referrer), position = 'dodge') 90 | ``` 91 | 92 | ## Proportional Bar Plot 93 | 94 | In a proportional bar plot, the height of all the bars is proportional or same. 95 | To create a proportional bar plot, use the `position` argument and set it to 96 | `'fill'`. 97 | 98 | ```{r bar10, fig.align='center'} 99 | ggplot(ecom) + 100 | geom_bar(aes(device, fill = referrer), position = 'fill') 101 | ``` 102 | 103 | ## Horizontal Bar Plot 104 | 105 | A horizontal bar plot can be created by flipping the coordinate axes of a 106 | regular plot. To flip the axes, use `coord_flip()` as shown below. 107 | 108 | ```{r bar9, fig.align='center'} 109 | ggplot(ecom) + 110 | geom_bar(aes(device, fill = referrer)) + 111 | coord_flip() 112 | ``` 113 | 114 | ## Bar Line 115 | 116 | The color of the bar line can be modified using the `color` argument. The color 117 | can be specified either using its name or hex code. 118 | 119 | ```{r bar4, fig.align='center'} 120 | ggplot(ecom) + 121 | geom_bar(aes(device), fill = 'white', color = c('red', 'blue', 'green')) 122 | ``` 123 | 124 | To modify the line type of the bar line, use the `linetype` argument. It can 125 | take values between `0` and `6`. 126 | 127 | ```{r bar5, fig.align='center'} 128 | ggplot(ecom) + 129 | geom_bar(aes(device), fill = 'white', color = 'black', linetype = 2) 130 | ``` 131 | 132 | The width of the bar line can be modified using the `size` argument. It can 133 | take any value greater than `0`. 134 | 135 | ```{r bar6, fig.align='center'} 136 | ggplot(ecom) + 137 | geom_bar(aes(device), fill = 'white', color = 'black', size = 2) 138 | ``` -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Data Visualization with ggplot2 2 | 3 | This repository contains the source of [Data Visualization with ggplot2](https://viz-ggplot2.rsquaredacademy.com) 4 | book. The book is built using [bookdown](https://github.com/rstudio/bookdown). 5 | 6 | -------------------------------------------------------------------------------- /_bookdown.yml: -------------------------------------------------------------------------------- 1 | book_filename: "data-visualization-with-ggplot2" 2 | delete_merged_file: true 3 | output_dir: "docs" 4 | language: 5 | ui: 6 | chapter_name: "Chapter " 7 | -------------------------------------------------------------------------------- /_bookdown_files/data-visualization-with-ggplot2_files/figure-html/aes10-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rsquaredacademy-education/viz-ggplot2/4bfac4a381e2cb36d345a081798a767f678faa1b/_bookdown_files/data-visualization-with-ggplot2_files/figure-html/aes10-1.png -------------------------------------------------------------------------------- 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/docs/libs/anchor-sections-1.0.1/anchor-sections.js: -------------------------------------------------------------------------------- 1 | // Anchor sections v1.0 written by Atsushi Yasumoto on Oct 3rd, 2020. 2 | document.addEventListener('DOMContentLoaded', function() { 3 | // Do nothing if AnchorJS is used 4 | if (typeof window.anchors === 'object' && anchors.hasOwnProperty('hasAnchorJSLink')) { 5 | return; 6 | } 7 | 8 | const h = document.querySelectorAll('h1, h2, h3, h4, h5, h6'); 9 | 10 | // Do nothing if sections are already anchored 11 | if (Array.from(h).some(x => x.classList.contains('hasAnchor'))) { 12 | return null; 13 | } 14 | 15 | // Use section id when pandoc runs with --section-divs 16 | const section_id = function(x) { 17 | return ((x.classList.contains('section') || (x.tagName === 'SECTION')) 18 | ? x.id : ''); 19 | }; 20 | 21 | // Add anchors 22 | h.forEach(function(x) { 23 | const id = x.id || section_id(x.parentElement); 24 | if (id === '' || x.matches(':empty')) { 25 | return null; 26 | } 27 | let anchor = document.createElement('a'); 28 | anchor.href = '#' + id; 29 | anchor.classList = ['anchor-section']; 30 | x.classList.add('hasAnchor'); 31 | x.appendChild(anchor); 32 | }); 33 | }); 34 | -------------------------------------------------------------------------------- /docs/libs/gitbook-2.6.7/css/fontawesome/fontawesome-webfont.ttf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rsquaredacademy-education/viz-ggplot2/4bfac4a381e2cb36d345a081798a767f678faa1b/docs/libs/gitbook-2.6.7/css/fontawesome/fontawesome-webfont.ttf -------------------------------------------------------------------------------- /docs/libs/gitbook-2.6.7/css/plugin-bookdown.css: -------------------------------------------------------------------------------- 1 | .book .book-header h1 { 2 | padding-left: 20px; 3 | padding-right: 20px; 4 | } 5 | .book .book-header.fixed { 6 | position: fixed; 7 | right: 0; 8 | top: 0; 9 | left: 0; 10 | border-bottom: 1px solid rgba(0,0,0,.07); 11 | } 12 | span.search-highlight { 13 | background-color: #ffff88; 14 | } 15 | @media (min-width: 600px) { 16 | .book.with-summary .book-header.fixed { 17 | left: 300px; 18 | } 19 | } 20 | @media (max-width: 1240px) { 21 | .book .book-body.fixed { 22 | top: 50px; 23 | } 24 | .book .book-body.fixed .body-inner { 25 | top: auto; 26 | } 27 | } 28 | @media (max-width: 600px) { 29 | .book.with-summary .book-header.fixed { 30 | left: calc(100% - 60px); 31 | min-width: 300px; 32 | } 33 | .book.with-summary .book-body { 34 | transform: none; 35 | left: calc(100% - 60px); 36 | min-width: 300px; 37 | } 38 | .book .book-body.fixed { 39 | top: 0; 40 | } 41 | } 42 | 43 | .book .book-body.fixed .body-inner { 44 | top: 50px; 45 | } 46 | .book .book-body .page-wrapper .page-inner section.normal sub, .book .book-body .page-wrapper .page-inner section.normal sup { 47 | font-size: 85%; 48 | } 49 | 50 | @media print { 51 | .book .book-summary, .book .book-body .book-header, .fa { 52 | display: none !important; 53 | } 54 | .book .book-body.fixed { 55 | left: 0px; 56 | } 57 | .book .book-body,.book .book-body .body-inner, .book.with-summary { 58 | overflow: visible !important; 59 | } 60 | } 61 | .kable_wrapper { 62 | border-spacing: 20px 0; 63 | border-collapse: separate; 64 | border: none; 65 | margin: auto; 66 | } 67 | .kable_wrapper > tbody > tr > td { 68 | vertical-align: top; 69 | } 70 | .book .book-body .page-wrapper .page-inner section.normal table tr.header { 71 | border-top-width: 2px; 72 | } 73 | .book .book-body .page-wrapper .page-inner section.normal table tr:last-child td { 74 | border-bottom-width: 2px; 75 | } 76 | .book .book-body .page-wrapper .page-inner section.normal table td, .book .book-body .page-wrapper .page-inner section.normal table th { 77 | border-left: none; 78 | border-right: none; 79 | } 80 | .book .book-body .page-wrapper .page-inner section.normal table.kable_wrapper > tbody > tr, .book .book-body .page-wrapper .page-inner section.normal table.kable_wrapper > tbody > tr > td { 81 | border-top: none; 82 | } 83 | .book .book-body .page-wrapper .page-inner section.normal table.kable_wrapper > tbody > tr:last-child > td { 84 | border-bottom: none; 85 | } 86 | 87 | div.theorem, div.lemma, div.corollary, div.proposition, div.conjecture { 88 | font-style: italic; 89 | } 90 | span.theorem, span.lemma, span.corollary, span.proposition, span.conjecture { 91 | font-style: normal; 92 | } 93 | div.proof>*:last-child:after { 94 | content: "\25a2"; 95 | float: right; 96 | } 97 | .header-section-number { 98 | padding-right: .5em; 99 | } 100 | -------------------------------------------------------------------------------- /docs/libs/gitbook-2.6.7/css/plugin-clipboard.css: -------------------------------------------------------------------------------- 1 | div.sourceCode { 2 | position: relative; 3 | } 4 | 5 | .copy-to-clipboard-button { 6 | position: absolute; 7 | right: 0; 8 | top: 0; 9 | visibility: hidden; 10 | } 11 | 12 | .copy-to-clipboard-button:focus { 13 | outline: 0; 14 | } 15 | 16 | div.sourceCode:hover > .copy-to-clipboard-button { 17 | visibility: visible; 18 | } 19 | -------------------------------------------------------------------------------- /docs/libs/gitbook-2.6.7/css/plugin-search.css: -------------------------------------------------------------------------------- 1 | .book .book-summary .book-search { 2 | padding: 6px; 3 | background: transparent; 4 | position: absolute; 5 | top: -50px; 6 | left: 0px; 7 | right: 0px; 8 | transition: top 0.5s ease; 9 | } 10 | .book .book-summary .book-search input, 11 | .book .book-summary .book-search input:focus, 12 | .book .book-summary .book-search input:hover { 13 | width: 100%; 14 | background: transparent; 15 | border: 1px solid #ccc; 16 | box-shadow: none; 17 | outline: none; 18 | line-height: 22px; 19 | padding: 7px 4px; 20 | color: inherit; 21 | box-sizing: border-box; 22 | } 23 | .book.with-search .book-summary .book-search { 24 | top: 0px; 25 | } 26 | .book.with-search .book-summary ul.summary { 27 | top: 50px; 28 | } 29 | .with-search .summary li[data-level] a[href*=".html#"] { 30 | display: none; 31 | } 32 | -------------------------------------------------------------------------------- /docs/libs/gitbook-2.6.7/css/plugin-table.css: -------------------------------------------------------------------------------- 1 | .book .book-body .page-wrapper .page-inner section.normal table{display:table;width:100%;border-collapse:collapse;border-spacing:0;overflow:auto}.book .book-body .page-wrapper .page-inner section.normal table td,.book .book-body .page-wrapper .page-inner section.normal table th{padding:6px 13px;border:1px solid #ddd}.book .book-body .page-wrapper .page-inner section.normal table tr{background-color:#fff;border-top:1px solid #ccc}.book .book-body .page-wrapper .page-inner section.normal table tr:nth-child(2n){background-color:#f8f8f8}.book .book-body .page-wrapper .page-inner section.normal table th{font-weight:700} 2 | -------------------------------------------------------------------------------- /docs/libs/gitbook-2.6.7/js/jquery.highlight.js: -------------------------------------------------------------------------------- 1 | gitbook.require(["jQuery"], function(jQuery) { 2 | 3 | /* 4 | * jQuery Highlight plugin 5 | * 6 | * Based on highlight v3 by Johann Burkard 7 | * http://johannburkard.de/blog/programming/javascript/highlight-javascript-text-higlighting-jquery-plugin.html 8 | * 9 | * Code a little bit refactored and cleaned (in my humble opinion). 10 | * Most important changes: 11 | * - has an option to highlight only entire words (wordsOnly - false by default), 12 | * - has an option to be case sensitive (caseSensitive - false by default) 13 | * - highlight element tag and class names can be specified in options 14 | * 15 | * Copyright (c) 2009 Bartek Szopka 16 | * 17 | * Licensed under MIT license. 18 | * 19 | */ 20 | 21 | jQuery.extend({ 22 | highlight: function (node, re, nodeName, className) { 23 | if (node.nodeType === 3) { 24 | var match = node.data.match(re); 25 | if (match) { 26 | var highlight = document.createElement(nodeName || 'span'); 27 | highlight.className = className || 'highlight'; 28 | var wordNode = node.splitText(match.index); 29 | wordNode.splitText(match[0].length); 30 | var wordClone = wordNode.cloneNode(true); 31 | highlight.appendChild(wordClone); 32 | wordNode.parentNode.replaceChild(highlight, wordNode); 33 | return 1; //skip added node in parent 34 | } 35 | } else if ((node.nodeType === 1 && node.childNodes) && // only element nodes that have children 36 | !/(script|style)/i.test(node.tagName) && // ignore script and style nodes 37 | !(node.tagName === nodeName.toUpperCase() && node.className === className)) { // skip if already highlighted 38 | for (var i = 0; i < node.childNodes.length; i++) { 39 | i += jQuery.highlight(node.childNodes[i], re, nodeName, className); 40 | } 41 | } 42 | return 0; 43 | } 44 | }); 45 | 46 | jQuery.fn.unhighlight = function (options) { 47 | var settings = { className: 'highlight', element: 'span' }; 48 | jQuery.extend(settings, options); 49 | 50 | return this.find(settings.element + "." + settings.className).each(function () { 51 | var parent = this.parentNode; 52 | parent.replaceChild(this.firstChild, this); 53 | parent.normalize(); 54 | }).end(); 55 | }; 56 | 57 | jQuery.fn.highlight = function (words, options) { 58 | var settings = { className: 'highlight', element: 'span', caseSensitive: false, wordsOnly: false }; 59 | jQuery.extend(settings, options); 60 | 61 | if (words.constructor === String) { 62 | words = [words]; 63 | // also match 'foo-bar' if search for 'foo bar' 64 | if (/\s/.test(words[0])) words.push(words[0].replace(/\s+/, '-')); 65 | } 66 | words = jQuery.grep(words, function(word, i){ 67 | return word !== ''; 68 | }); 69 | words = jQuery.map(words, function(word, i) { 70 | return word.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, "\\$&"); 71 | }); 72 | if (words.length === 0) { return this; } 73 | 74 | var flag = settings.caseSensitive ? "" : "i"; 75 | var pattern = "(" + words.join("|") + ")"; 76 | if (settings.wordsOnly) { 77 | pattern = "\\b" + pattern + "\\b"; 78 | } 79 | var re = new RegExp(pattern, flag); 80 | 81 | return this.each(function () { 82 | jQuery.highlight(this, re, settings.element, settings.className); 83 | }); 84 | }; 85 | 86 | }); 87 | -------------------------------------------------------------------------------- /docs/libs/gitbook-2.6.7/js/plugin-clipboard.js: -------------------------------------------------------------------------------- 1 | gitbook.require(["gitbook", "jQuery"], function(gitbook, $) { 2 | 3 | var copyButton = ''; 4 | var clipboard; 5 | 6 | gitbook.events.bind("page.change", function() { 7 | 8 | if (!ClipboardJS.isSupported()) return; 9 | 10 | // the page.change event is thrown twice: before and after the page changes 11 | if (clipboard) { 12 | // clipboard is already defined 13 | // we can deduct that we are before page changes 14 | clipboard.destroy(); // destroy the previous events listeners 15 | clipboard = undefined; // reset the clipboard object 16 | return; 17 | } 18 | 19 | $(copyButton).prependTo("div.sourceCode"); 20 | 21 | clipboard = new ClipboardJS(".copy-to-clipboard-button", { 22 | text: function(trigger) { 23 | return trigger.parentNode.textContent; 24 | } 25 | }); 26 | 27 | }); 28 | 29 | }); 30 | -------------------------------------------------------------------------------- /docs/libs/gitbook-2.6.7/js/plugin-fontsettings.js: -------------------------------------------------------------------------------- 1 | gitbook.require(["gitbook", "lodash", "jQuery"], function(gitbook, _, $) { 2 | var fontState; 3 | 4 | var THEMES = { 5 | "white": 0, 6 | "sepia": 1, 7 | "night": 2 8 | }; 9 | 10 | var FAMILY = { 11 | "serif": 0, 12 | "sans": 1 13 | }; 14 | 15 | // Save current font settings 16 | function saveFontSettings() { 17 | gitbook.storage.set("fontState", fontState); 18 | update(); 19 | } 20 | 21 | // Increase font size 22 | function enlargeFontSize(e) { 23 | e.preventDefault(); 24 | if (fontState.size >= 4) return; 25 | 26 | fontState.size++; 27 | saveFontSettings(); 28 | }; 29 | 30 | // Decrease font size 31 | function reduceFontSize(e) { 32 | e.preventDefault(); 33 | if (fontState.size <= 0) return; 34 | 35 | fontState.size--; 36 | saveFontSettings(); 37 | }; 38 | 39 | // Change font family 40 | function changeFontFamily(index, e) { 41 | e.preventDefault(); 42 | 43 | fontState.family = index; 44 | saveFontSettings(); 45 | }; 46 | 47 | // Change type of color 48 | function changeColorTheme(index, e) { 49 | e.preventDefault(); 50 | 51 | var $book = $(".book"); 52 | 53 | if (fontState.theme !== 0) 54 | $book.removeClass("color-theme-"+fontState.theme); 55 | 56 | fontState.theme = index; 57 | if (fontState.theme !== 0) 58 | $book.addClass("color-theme-"+fontState.theme); 59 | 60 | saveFontSettings(); 61 | }; 62 | 63 | function update() { 64 | var $book = gitbook.state.$book; 65 | 66 | $(".font-settings .font-family-list li").removeClass("active"); 67 | $(".font-settings .font-family-list li:nth-child("+(fontState.family+1)+")").addClass("active"); 68 | 69 | $book[0].className = $book[0].className.replace(/\bfont-\S+/g, ''); 70 | $book.addClass("font-size-"+fontState.size); 71 | $book.addClass("font-family-"+fontState.family); 72 | 73 | if(fontState.theme !== 0) { 74 | $book[0].className = $book[0].className.replace(/\bcolor-theme-\S+/g, ''); 75 | $book.addClass("color-theme-"+fontState.theme); 76 | } 77 | }; 78 | 79 | function init(config) { 80 | var $bookBody, $book; 81 | 82 | //Find DOM elements. 83 | $book = gitbook.state.$book; 84 | $bookBody = $book.find(".book-body"); 85 | 86 | // Instantiate font state object 87 | fontState = gitbook.storage.get("fontState", { 88 | size: config.size || 2, 89 | family: FAMILY[config.family || "sans"], 90 | theme: THEMES[config.theme || "white"] 91 | }); 92 | 93 | update(); 94 | }; 95 | 96 | 97 | gitbook.events.bind("start", function(e, config) { 98 | var opts = config.fontsettings; 99 | if (!opts) return; 100 | 101 | // Create buttons in toolbar 102 | gitbook.toolbar.createButton({ 103 | icon: 'fa fa-font', 104 | label: 'Font Settings', 105 | className: 'font-settings', 106 | dropdown: [ 107 | [ 108 | { 109 | text: 'A', 110 | className: 'font-reduce', 111 | onClick: reduceFontSize 112 | }, 113 | { 114 | text: 'A', 115 | className: 'font-enlarge', 116 | onClick: enlargeFontSize 117 | } 118 | ], 119 | [ 120 | { 121 | text: 'Serif', 122 | onClick: _.partial(changeFontFamily, 0) 123 | }, 124 | { 125 | text: 'Sans', 126 | onClick: _.partial(changeFontFamily, 1) 127 | } 128 | ], 129 | [ 130 | { 131 | text: 'White', 132 | onClick: _.partial(changeColorTheme, 0) 133 | }, 134 | { 135 | text: 'Sepia', 136 | onClick: _.partial(changeColorTheme, 1) 137 | }, 138 | { 139 | text: 'Night', 140 | onClick: _.partial(changeColorTheme, 2) 141 | } 142 | ] 143 | ] 144 | }); 145 | 146 | 147 | // Init current settings 148 | init(opts); 149 | }); 150 | }); 151 | 152 | 153 | -------------------------------------------------------------------------------- /docs/libs/gitbook-2.6.7/js/plugin-sharing.js: -------------------------------------------------------------------------------- 1 | gitbook.require(["gitbook", "lodash", "jQuery"], function(gitbook, _, $) { 2 | var SITES = { 3 | 'github': { 4 | 'label': 'Github', 5 | 'icon': 'fa fa-github', 6 | 'onClick': function(e) { 7 | e.preventDefault(); 8 | var repo = $('meta[name="github-repo"]').attr('content'); 9 | if (typeof repo === 'undefined') throw("Github repo not defined"); 10 | window.open("https://github.com/"+repo); 11 | } 12 | }, 13 | 'facebook': { 14 | 'label': 'Facebook', 15 | 'icon': 'fa fa-facebook', 16 | 'onClick': function(e) { 17 | e.preventDefault(); 18 | window.open("http://www.facebook.com/sharer/sharer.php?u="+encodeURIComponent(location.href)); 19 | } 20 | }, 21 | 'twitter': { 22 | 'label': 'Twitter', 23 | 'icon': 'fa fa-twitter', 24 | 'onClick': function(e) { 25 | e.preventDefault(); 26 | window.open("http://twitter.com/intent/tweet?text="+encodeURIComponent(document.title)+"&url="+encodeURIComponent(location.href)+"&hashtags=rmarkdown,bookdown"); 27 | } 28 | }, 29 | 'linkedin': { 30 | 'label': 'LinkedIn', 31 | 'icon': 'fa fa-linkedin', 32 | 'onClick': function(e) { 33 | e.preventDefault(); 34 | window.open("https://www.linkedin.com/shareArticle?mini=true&url="+encodeURIComponent(location.href)+"&title="+encodeURIComponent(document.title)); 35 | } 36 | }, 37 | 'weibo': { 38 | 'label': 'Weibo', 39 | 'icon': 'fa fa-weibo', 40 | 'onClick': function(e) { 41 | e.preventDefault(); 42 | window.open("http://service.weibo.com/share/share.php?content=utf-8&url="+encodeURIComponent(location.href)+"&title="+encodeURIComponent(document.title)); 43 | } 44 | }, 45 | 'instapaper': { 46 | 'label': 'Instapaper', 47 | 'icon': 'fa fa-italic', 48 | 'onClick': function(e) { 49 | e.preventDefault(); 50 | window.open("http://www.instapaper.com/text?u="+encodeURIComponent(location.href)); 51 | } 52 | }, 53 | 'vk': { 54 | 'label': 'VK', 55 | 'icon': 'fa fa-vk', 56 | 'onClick': function(e) { 57 | e.preventDefault(); 58 | window.open("http://vkontakte.ru/share.php?url="+encodeURIComponent(location.href)); 59 | } 60 | }, 61 | 'whatsapp': { 62 | 'label': 'Whatsapp', 63 | 'icon': 'fa fa-whatsapp', 64 | 'onClick': function(e) { 65 | e.preventDefault(); 66 | var url = encodeURIComponent(location.href); 67 | window.open((isMobile() ? "whatsapp://send" : "https://web.whatsapp.com/send") + "?text=" + url); 68 | } 69 | }, 70 | }; 71 | 72 | function isMobile() { 73 | return !!navigator.maxTouchPoints; 74 | } 75 | 76 | gitbook.events.bind("start", function(e, config) { 77 | var opts = config.sharing; 78 | if (!opts) return; 79 | 80 | // Create dropdown menu 81 | var menu = _.chain(opts.all) 82 | .map(function(id) { 83 | var site = SITES[id]; 84 | if (!site) return; 85 | return { 86 | text: site.label, 87 | onClick: site.onClick 88 | }; 89 | }) 90 | .compact() 91 | .value(); 92 | 93 | // Create main button with dropdown 94 | if (menu.length > 0) { 95 | gitbook.toolbar.createButton({ 96 | icon: 'fa fa-share-alt', 97 | label: 'Share', 98 | position: 'right', 99 | dropdown: [menu] 100 | }); 101 | } 102 | 103 | // Direct actions to share 104 | _.each(SITES, function(site, sideId) { 105 | if (!opts[sideId]) return; 106 | 107 | gitbook.toolbar.createButton({ 108 | icon: site.icon, 109 | label: site.label, 110 | title: site.label, 111 | position: 'right', 112 | onClick: site.onClick 113 | }); 114 | }); 115 | }); 116 | }); 117 | -------------------------------------------------------------------------------- /docs/libs/header-attrs-2.8/header-attrs.js: -------------------------------------------------------------------------------- 1 | // Pandoc 2.9 adds attributes on both header and div. We remove the former (to 2 | // be compatible with the behavior of Pandoc < 2.8). 3 | document.addEventListener('DOMContentLoaded', function(e) { 4 | var hs = document.querySelectorAll("div.section[class*='level'] > :first-child"); 5 | var i, h, a; 6 | for (i = 0; i < hs.length; i++) { 7 | h = hs[i]; 8 | if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6 9 | a = h.attributes; 10 | while (a.length > 0) h.removeAttribute(a[0].name); 11 | } 12 | }); 13 | -------------------------------------------------------------------------------- /docs/netlify.toml: -------------------------------------------------------------------------------- 1 | [[redirects]] 2 | from = "https://viz-ggplot2.rsquaredacademy.com/quicktour.html" 3 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-quicktour.html" 4 | status = 301 5 | force = true 6 | 7 | [[redirects]] 8 | from = "https://viz-ggplot2.rsquaredacademy.com/geoms.html" 9 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-geoms.html" 10 | status = 301 11 | force = true 12 | 13 | [[redirects]] 14 | from = "https://viz-ggplot2.rsquaredacademy.com/aesthetics.html" 15 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-aesthetics.html" 16 | status = 301 17 | force = true 18 | 19 | [[redirects]] 20 | from = "https://viz-ggplot2.rsquaredacademy.com/labels.html" 21 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-labels.html" 22 | status = 301 23 | force = true 24 | 25 | [[redirects]] 26 | from = "https://viz-ggplot2.rsquaredacademy.com/textann.html" 27 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-text-annotations.html" 28 | status = 301 29 | force = true 30 | 31 | [[redirects]] 32 | from = "https://viz-ggplot2.rsquaredacademy.com/scatter.html" 33 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-scatter-plot.html" 34 | status = 301 35 | force = true 36 | 37 | [[redirects]] 38 | from = "https://viz-ggplot2.rsquaredacademy.com/line.html" 39 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-line-graph.html" 40 | status = 301 41 | force = true 42 | 43 | [[redirects]] 44 | from = "https://viz-ggplot2.rsquaredacademy.com/bar.html" 45 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-bar-plot.html" 46 | status = 301 47 | force = true 48 | 49 | [[redirects]] 50 | from = "https://viz-ggplot2.rsquaredacademy.com/box.html" 51 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-box-plot.html" 52 | status = 301 53 | force = true 54 | 55 | [[redirects]] 56 | from = "https://viz-ggplot2.rsquaredacademy.com/hist.html" 57 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-histogram.html" 58 | status = 301 59 | force = true 60 | 61 | [[redirects]] 62 | from = "https://viz-ggplot2.rsquaredacademy.com/legend.html" 63 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-legend.html" 64 | status = 301 65 | force = true 66 | 67 | [[redirects]] 68 | from = "https://viz-ggplot2.rsquaredacademy.com/facet.html" 69 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-facets.html" 70 | status = 301 71 | force = true 72 | 73 | [[redirects]] 74 | from = "https://viz-ggplot2.rsquaredacademy.com/themes.html" 75 | to = "https://viz-ggplot2.rsquaredacademy.com/ggplot2-themes.html" 76 | status = 301 77 | force = true 78 | 79 | -------------------------------------------------------------------------------- /docs/reference-keys.txt: -------------------------------------------------------------------------------- 1 | ggplot2-quicktour 2 | introduction 3 | libraries-code-data 4 | scatter-plot 5 | bar-plot 6 | box-plot 7 | line-chart 8 | histogram 9 | ggplot2-geoms 10 | introduction-1 11 | libraries-code-data-1 12 | data 13 | data-dictionary 14 | point 15 | regression-line 16 | bar 17 | frequency 18 | weight 19 | stacked-bar-plot 20 | horizontal-bar-plot 21 | columns 22 | boxplot 23 | histogram-1 24 | line 25 | data-1 26 | horizontal-line 27 | vertical-line 28 | label 29 | text 30 | ggplot2-aesthetics 31 | introduction-2 32 | libraries-code-data-2 33 | data-2 34 | data-dictionary-1 35 | color 36 | point-1 37 | line-chart-1 38 | data-3 39 | bar-plots 40 | histograms 41 | box-plots 42 | ggplot2-labels 43 | introduction-3 44 | basic-plot 45 | title-subtitle 46 | ggtitle 47 | axis-labels 48 | labs 49 | axis-range 50 | x-axis 51 | y-axis 52 | expand-limits 53 | remove-axis-labels 54 | format-title-axis-labels 55 | color-1 56 | font-family 57 | font-face 58 | font-size 59 | horizontal-alignment 60 | putting-it-all-together 61 | title 62 | x-axis-label 63 | y-axis-label 64 | ggplot2-text-annotations 65 | introduction-4 66 | annotate 67 | add-text 68 | color-2 69 | size 70 | font 71 | angle 72 | putting-it-all-together.. 73 | ggplot2-scatter-plot 74 | introduction-5 75 | basic-plot-1 76 | jitter 77 | aesthetics 78 | specify-values 79 | color-3 80 | alpha 81 | shape 82 | size-1 83 | map-variables 84 | color-4 85 | shape-1 86 | size-2 87 | regression-line-1 88 | conf.-interval 89 | loess-method 90 | intercept-slope 91 | add-line 92 | ggplot2-line-graph 93 | introduction-6 94 | case-study 95 | data-4 96 | line-chart-2 97 | line-color 98 | line-type 99 | line-size 100 | multiple-lines 101 | modify-data 102 | ggplot2-bar-plot 103 | introduction-7 104 | data-5 105 | data-dictionary-2 106 | basic-plot-2 107 | bar-color 108 | stacked-bar-plot-1 109 | grouped-bar-plot 110 | proportional-bar-plot 111 | horizontal-bar-plot-1 112 | bar-line 113 | ggplot2-box-plot 114 | introduction-8 115 | structure 116 | data-6 117 | single-plot 118 | compare-distributions 119 | data-7 120 | horizontal-box-plot 121 | notch 122 | jitter-1 123 | outliers 124 | aesthetics-1 125 | specify-values-1 126 | map-variables-1 127 | ggplot2-histogram 128 | introduction-9 129 | data-8 130 | data-dictionary-3 131 | plot 132 | specify-bins 133 | aesthetics-2 134 | putting-it-all-together-1 135 | bin-width 136 | line-type-1 137 | line-size-1 138 | map-variables-2 139 | ggplot2-modify-axis 140 | continuous-axis 141 | putting-it-all-together..-1 142 | y-axis---continuous 143 | discrete-axis 144 | axis-label 145 | axis-tick-labels 146 | axis-breaks 147 | axis-position 148 | putting-it-all-together-2 149 | ggplot2-modify-legend 150 | color-5 151 | fill 152 | shape-2 153 | size-3 154 | transparency 155 | guide 156 | guides-color-shape-size 157 | ggplot2-facets 158 | introduction-10 159 | grid 160 | vertical 161 | horizontal 162 | vertical-horizontal 163 | scales 164 | switch-labels 165 | wrap 166 | specify-rows 167 | specify-columns 168 | scales-1 169 | rows-columns 170 | ggplot2-themes 171 | introduction-11 172 | basic-plot-4 173 | axis 174 | text-1 175 | ticks-1 176 | line-1 177 | legend 178 | background 179 | text-2 180 | title-7 181 | position 182 | themes 183 | classic-dark-on-light 184 | default-gray 185 | light 186 | minimal 187 | dark 188 | classic 189 | void-empty 190 | -------------------------------------------------------------------------------- /docs/style.css: -------------------------------------------------------------------------------- 1 | p.caption { 2 | color: #777; 3 | margin-top: 10px; 4 | } 5 | p code { 6 | white-space: inherit; 7 | } 8 | pre { 9 | word-break: normal; 10 | word-wrap: normal; 11 | } 12 | pre code { 13 | white-space: inherit; 14 | } 15 | -------------------------------------------------------------------------------- /google-analytics.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 10 | -------------------------------------------------------------------------------- /img/intro-r.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rsquaredacademy-education/viz-ggplot2/4bfac4a381e2cb36d345a081798a767f678faa1b/img/intro-r.png -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- https://raw.githubusercontent.com/rsquaredacademy-education/viz-ggplot2/4bfac4a381e2cb36d345a081798a767f678faa1b/img/wrangle-r.png -------------------------------------------------------------------------------- /index.Rmd: -------------------------------------------------------------------------------- 1 | --- 2 | title: "Data Visualization with ggplot2" 3 | author: "Aravind Hebbali" 4 | date: "`r Sys.Date()`" 5 | site: bookdown::bookdown_site 6 | documentclass: book 7 | link-citations: yes 8 | description: "Learn to visualize data with ggplot2." 9 | --- 10 | 11 | # Preface {-} 12 | 13 | ```{r fig.align='center', echo=FALSE, out.width="60%"} 14 | knitr::include_graphics('img/viz-ggplot2.png') 15 | ``` 16 | 17 | Creative Commons License
    This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. 18 | 19 | ## Software information {-} 20 | 21 | The R session information when compiling this book is shown below: 22 | 23 | ```{r session} 24 | sessionInfo() 25 | ``` 26 | 27 | We do not add prompts (`>` and `+`) to R source code in this book, and we comment out the text output with two hashes `##` by default, as you can see from the R session information above. This is for your convenience when you want to copy and run the code (the text output will be ignored since it is commented out). Package names are in bold text (e.g., **rmarkdown**), and function names are followed by parentheses (e.g., `bookdown::render_book()`). The double-colon operator `::` means accessing an object from a package. -------------------------------------------------------------------------------- /style.css: -------------------------------------------------------------------------------- 1 | p.caption { 2 | color: #777; 3 | margin-top: 10px; 4 | } 5 | p code { 6 | white-space: inherit; 7 | } 8 | pre { 9 | word-break: normal; 10 | word-wrap: normal; 11 | } 12 | pre code { 13 | white-space: inherit; 14 | } 15 | -------------------------------------------------------------------------------- /viz-ggplot2.Rproj: -------------------------------------------------------------------------------- 1 | Version: 1.0 2 | 3 | RestoreWorkspace: Default 4 | SaveWorkspace: Default 5 | AlwaysSaveHistory: Default 6 | 7 | EnableCodeIndexing: Yes 8 | UseSpacesForTab: Yes 9 | NumSpacesForTab: 2 10 | Encoding: UTF-8 11 | 12 | RnwWeave: Sweave 13 | LaTeX: pdfLaTeX 14 | 15 | BuildType: Website 16 | --------------------------------------------------------------------------------