R data visualization recipes a cook book with 65+ data visualization recipes for smarter decision-making
Translate your data into info-graphics using popular packages in R About This Book Use R's popular packages - such as ggplot2, ggvis, ggforce, and more - to create custom, interactive visualization solutions. Create, design, and build interactive dashboards using Shiny A highly practical guide...
| Otros Autores: | |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Birmingham, England ; Mumbai, [India] :
Packt
2017.
|
| Edición: | 1st edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630428006719 |
Tabla de Contenidos:
- Cover
- Copyright
- Credits
- About the Author
- About the Reviewer
- www.PacktPub.com
- Customer Feedback
- Table of Contents
- Preface
- Chapter 1: Installation and Introduction
- Introduction
- Installing and loading graphics packages
- How to do it...
- How it works...
- There's more
- See also...
- Using ggplot2, plotly, and ggvis
- Getting ready
- How to do it...
- How it works...
- There's more
- See also
- Making plots using primitives
- How to do it...
- How it works...
- There's more...
- Chapter 2: Plotting Two Continuous Variables
- Introduction
- Plotting a basic scatterplot
- How to do it...
- How it works...
- There's more...
- Hacking ggvis add_axis() function to operate as a title function
- Getting ready
- How to do it...
- How it works...
- Plotting a scatterplot with shapes and colors
- How to do it...
- How it works...
- Plotting a shape reference palette for ggplot2
- How to do it...
- How it works...
- There's more...
- Dealing with over-plotting, reducing points
- How to do it...
- How it works...
- There's more...
- Dealing with over-plotting, jittering points
- How to do it...
- How it works...
- Dealing with over-plotting, alpha blending
- How to do it...
- How it works...
- There's more...
- Rug the margins using geom_rug()
- How to do it...
- How it works...
- Adding marginal histograms using ggExtra
- Getting ready
- How to do it...
- How it works...
- Drawing marginal histogram using gridExtra
- Getting ready
- How to do it...
- How it works...
- Crafting marginal plots with plotly
- How to do it...
- How it works...
- Adding regression lines
- How to do it...
- How it works...
- Adding quantile regression lines
- Getting ready
- How to do it...
- How it works...
- Drawing publish-quality scatterplots
- Getting ready
- How to do it.
- How it works...
- See also
- Chapter 3: Plotting a Discrete Predictor and a Continuous Response
- Introduction
- Installing car package and getting familiar to data
- How to do it...
- How does it works...
- There is more
- See also
- Drawing simple box plots
- Getting ready
- How to do it...
- How it works...
- Adding notches and jitters to box plots
- Getting ready
- How to do it...
- How it works...
- Drawing bivariate dot plots using ggplot2
- Getting ready
- How to do it...
- How does it work...
- There is more
- Using more suitable colors for geom_dotplot
- Getting ready
- How to do it...
- How it works...
- Combining box with dot plots
- Getting ready
- How it works...
- How it works...
- See also
- Using point geometry to work as dots using ggvis, plotly and ggplot2
- Getting ready...
- How it works...
- How it works...
- There is more
- Crafting simple violin plots
- How to do it...
- How it works...
- Using stat_summary to customize violin plots
- Getting ready
- How it works...
- How it works...
- There is more...
- Manually sorting and coloring violins
- Getting ready
- How to do it...
- How it works...
- Using joy package to replace violins
- Getting ready
- How to do it...
- How it works...
- See also
- Creating publication quality violin plots
- Getting Ready
- How to do it...
- How it works...
- See also
- Chapter 4: Plotting One Variable
- Introduction
- Creating a simple histogram using geom_histogram()
- Getting ready
- How to do it...
- How does it work...
- Creating an histogram with custom colors and bins width
- Getting ready
- How to do it...
- How it works...
- Crafting and coloring area plots using geom_area() and more
- Getting ready
- How to do it...
- How it works...
- Drawing density plots using geom_density()
- How to do it...
- How it works.
- See also
- Drawing univariate colored dot plots with geom_dotplot()
- Getting ready
- How to do it...
- How it works...
- See also
- Crafting univariate bar charts
- Getting ready
- How to do it...
- How it works...
- Using rtweet and ggplot2 to plot twitter words frequencies
- Getting ready...
- How to do it...
- How it works...
- See also
- Drawing publish quality density plot
- How to do it...
- How it works...
- Chapter 5: Making Other Bivariate Plots
- Introduction
- Creating simple stacked bar graphs
- Getting ready
- How to do it...
- How it works...
- Crafting proportional stacked bar
- Getting ready
- How to do it...
- How it works...
- See also
- Plotting side-by-side bar graph
- Getting ready
- How to do it...
- How it works...
- See also
- Plotting a bar graphic with aggregated data using geom_col()
- Getting ready
- How to do it...
- How it works...
- Adding variability estimates to plots with geom_errrorbar()
- Getting ready
- How to do it...
- How it works...
- There's more...
- See also
- Making line plots
- Getting ready
- How to do it...
- How it works...
- Making static and interactive hexagon plots
- Getting ready
- How to do it...
- How it works...
- There is more...
- Adjusting your hexagon plot
- Getting ready
- How to do it...
- How it works...
- See also
- Developing a publish quality proportional stacked bar graph
- Getting ready
- How to do it...
- How it works...
- Chapter 6: Creating Maps
- Introduction
- Making simple maps - 1854 London Streets
- Getting ready
- How to do it...
- How it works...
- Creating an interactive cholera map using plotly
- Getting ready
- How to do it...
- How it works...
- Crafting choropleth maps using ggplot2
- Getting ready
- How to do it...
- How it works...
- Zooming in on the map
- Getting ready
- How to do it.
- How it works...
- See also
- Creating different maps based on different map projection types
- Getting ready
- How to do it...
- How it works...
- See also
- Handling shapefiles to map Afghanistan health facilities
- Getting ready
- How to do it...
- How it works...
- See also
- Crafting an interactive globe using plotly
- Getting ready
- How to do it...
- How it works...
- Creating high quality maps
- Getting ready
- How to do it...
- How it works...
- See also
- Chapter 7: Faceting
- Introduction
- Creating a faceted bar graph
- How to do it...
- How it works...
- Crafting faceted histograms
- Getting ready
- How to do it...
- How it works...
- Creating a facet box plot
- How to do it...
- How it works...
- Crafting a faceted line plot
- Getting ready
- How to do it...
- How it works...
- There is more
- Making faceted scatterplots
- Getting ready
- How to do it...
- How it works...
- Creating faceted maps
- Getting ready
- How to do it...
- How it works...
- See also
- Drawing facets using plotly
- How to do it...
- How it works...
- See also
- Plotting a high quality faceted bar graph
- How to do it...
- How it works...
- Chapter 8: Designing Three-Dimensional Plots
- Introduction
- Drawing a simple contour plot using ggplot2
- How to do it...
- How it works...
- Picking a custom number of contour lines
- How to do it...
- How it works...
- Using the directlabels package to label the contours
- Getting ready
- How to do it...
- How it works...
- See also
- Crafting a simple tile plot with ggplot2
- How to do it...
- How it works...
- Creating simple raster plots with ggplot2
- How to do it...
- How it works...
- There is more
- Designing a three-dimensional plot with plotly
- Getting ready
- How to do it...
- How it works...
- Crafting a publication quality contour plot.
- How to do it...
- How it works...
- Chapter 9: Using Theming Packages
- Introduction
- Drawing a bubble plot
- Getting ready
- How to do it...
- How it works...
- Popular themes with ggthemes
- Getting Ready
- How to do it...
- How it works...
- There's more...
- See also
- Applying sci themes with ggsci
- Getting Ready
- How to do it...
- How it works...
- See also
- Importing new fonts with the extrafont package
- Getting Ready
- How to do it...
- How it works...
- There's more...
- Using ggtech to mimic tech companies themes
- Getting Ready
- How to do it...
- How it works...
- There's more...
- See also
- Wrapping a custom theme function
- Getting ready
- How to do it...
- How it works...
- See also
- Applying awesome themes and checking misspells with hrbrthemes
- Getting Ready
- How to do it...
- How it works...
- There's more...
- See also
- Chapter 10: Designing More Specialized Plots
- Introduction
- Drawing wonderful facets zoom with the ggforce package
- Getting Ready
- How to do it...
- How it works...
- See also
- Drawing sina plots with ggforce
- Getting Ready
- How to do it...
- How it works...
- Using ggrepel to plot non-overlaying texts
- Getting Ready
- How to do it...
- How it works...
- There's more...
- See also
- Visualizing relational data structures with ggraph
- Getting Ready
- How to do it...
- How it works...
- See also
- Draw alternative lollipop and density plots with ggalt
- Getting Ready
- How to do it...
- How it works...
- See also
- Chapter 11: Making Interactive Plots
- Introduction
- Using ggiraph to create interactive plots
- Getting ready
- How to do it...
- How it works...
- See also
- Using gganimate to craft animated ggplots
- Getting ready
- How to do it...
- How it works...
- See also
- Crafting animated plots with tweenr.
- Getting ready.
