Index
A
- alternative function’s performance
- comparing, microbenchmarking package used / Comparing an alternative function's performance using the microbenchmarking package, How to do it...
- Amazon AWS
- app developing on, ramazon used / Deploying your app on Amazon AWS with ramazon, How to do it...
- API
- accessing, with R / Accessing an API with R, How to do it…, How it works..., There's more...
- endpoints / How it works...
- app
- deploying on Amazon AWS, ramazon used / Deploying your app on Amazon AWS with ramazon, How to do it...
- Autoregressive integrated moving average (Arima) / Forecasting the stock market
- axes
- customizing, to ggplot2 plot / Changing axes appearance to ggplot2 plot (continous axes), How to do it...
B
- Benford’s law
- used for detecting fraud on e-commerce orders / Detecting fraud in e-commerce orders with Benford's law, How to do it..., How it works...
- blog
- curating, through RStudio / Curating a blog through RStudio, Getting ready, How to do it...
C
- callback URL / How it works...
- character_wise search
- performing, with twitteR / How to do it…
- chunk options
- reference link / How it works...
- code
- sharing, with slides / Sharing your code and plots with slides, How to do it...
- code performance
- evaluating, with profvis package / Evaluating your code performance using the profvis package, How to do it...
- Code School / There's more...
- cohort analysis
- used, for measuring customers retention in R / Measuring customer retention using cohort analysis in R, Getting ready, How it works...
- Colors in R
- URL / How it works…
- communities
- displaying, in network with linkcomm package / Showing communities in a network with the linkcomm package, How to do it…, How it works…
- CSS selector / Getting ready
- customers retention
- measuring, with cohort analysis in R / Measuring customer retention using cohort analysis in R, Getting ready, How it works...
- custom objects and methods, R
- creating, S3 system used / Creating custom objects and methods in R using the S3 system, How to do it..., How it works...
D
- data
- format / Introduction
- license / Introduction
- acquiring, from Web / Acquiring data from the Web – web scraping tasks, Getting ready, How to do it..., There's more...
- getting fromTwitter, twitteR package used / Getting data from Twitter with the twitteR package, How to do it…, There's more...
- getting from Facebook, Rfacebook package used / Getting data from Facebook with the Rfacebook package, How to do it...
- getting, from Google Analytics / Getting data from Google Analytics, How to do it..., There's more...
- loading into R, with rio packages / Loading your data into R with rio packages, How it works..., There's more...
- cleansing / Introduction
- manipulating / Introduction
- preparing for anyalysis, tidyr package used / Preparing your data for analysis with the tidyr package, How it works..., There's more...
- displaying, with plot() function / Looking at your data using the plot() function, Getting ready, How to do it..., How it works...
- data filtering activities
- data structure
- degree
- about / How it works…
- DiagrammeR package
- used, for producing process flow diagram in Rstudio / Using the DiagrammeR package to produce a process flow diagram in RStudio, Getting ready, How to do it...
- dynamic force network
- creating, with visNetwork package / Creating a dynamic force network with the visNetwork package, How to do it..., How it works..., There's more...
- dynamic parametrized reports
- creating, R Markdown used / Generating dynamic parametrized reports with R Markdown, How to do it..., How it works…, There's more…
- dynamic UI
- URL / See also
F
- Fiat-Chrysler Automotive stock price / Forecasting the stock market
- file formats
- converting, rio package used / Converting file formats using the rio package, There's more...
- forecast()
- used, for exploring time series forecasting / Exploring time series forecasting with forecast(), How to do it...
- reference link / Exploring time series forecasting with forecast()
- fraud, on e-commerce orders
- detecting, with Benford' s law / Detecting fraud in e-commerce orders with Benford's law, How to do it..., How it works...
G
- geom_text() function
- about / There's more…
- ggmap
- used, for drawing route on map / Drawing a route on a map with ggmap, How to do it..., How it works…
- URL / See also
- ggplot2 plot
- text, adding at custom location / Adding text to a ggplot2 plot at a custom location, How to do it..., How it works…
- axes, customizing / Changing axes appearance to ggplot2 plot (continous axes), How to do it...
- matrix of graphs, producing / Producing a matrix of graphs with ggplot2, Getting ready, How to do it..., How it works…
- Git
- download link / Getting ready
- interactive tutorial, reference link / There's more...
- GitHub
- URL / How to do it…
- using, with RStudio / Using GitHub with RStudio, How to do it...
- about / Using GitHub with RStudio
- reference link / How to do it...
- Google Analytics
- data, getting from / Getting data from Google Analytics, How to do it..., There's more...
- URL / How to do it..., There's more...
- Google Query explorer
- URL / How to do it...
- Grammar of Graphics
- reference link / How it works…
H
- HTML tags
- URL / There's more...
- HyperText Markup Language (HTML / How to do it...
I
- if you don't know ifthisthaenthat
- URL / Accessing an API with R
- igraph package
- about / Making use of the igraph package to draw a network
- used, for drawing network / Making use of the igraph package to draw a network, Getting ready, How to do it..., How it works…
- ImageMagick
- about / Getting ready
- reference link / Getting ready
- interactive report
- creating, Shiny app used / Creating an interactive report with Shiny, How to do it…, How it works...
- interactive visualizations
- using / Introduction
- Internet of Things (IoT) / Acquiring data from the Web – web scraping tasks
L
- linkcomm package
- about / Showing communities in a network with the linkcomm package
- used, for displaying communities in network / Showing communities in a network with the linkcomm package, How to do it…, How it works…
M
- Mactex
- reference link / Getting ready
- map
- route, drawing with ggmap / Drawing a route on a map with ggmap, How to do it..., How it works…
- Markdown / Using one markup language for all types of documents – rmarkdown
- Markdown syntax
- reference link / There’s more...
- masterpiece la Commedia
- reference link / Analyzing PDF reports in a folder with the tm package
- matrix of graphs
- producing, with ggplot2 plot / Producing a matrix of graphs with ggplot2, Getting ready, How to do it..., How it works…
- Medici
- reference link / How it works…
- mice package
- uswd, for substituting missing values / Substituting missing values using the mice package, How to do it..., How it works..., There's more...
- URL / There's more...
- microbenchmarking package
- used, for comparing alternative function’s performance / Comparing an alternative function's performance using the microbenchmarking package, How to do it...
- Miktext
- reference link / Getting ready
- missing values
- detecting / Detecting and removing missing values, How it works..., There's more...
- removing / Detecting and removing missing values, How it works..., There's more...
- substituting, mice package used / Substituting missing values using the mice package, Getting ready, How to do it..., How it works..., There's more...
- modular code
- writing, in RStudio / Writing modular code in RStudio, How to do it..., How it works...
- multiple imputation technique / Substituting missing values using the mice package
N
- NaN (not a number) / Detecting and removing missing values
- network
- drawing, igraph package used / Making use of the igraph package to draw a network, Getting ready, How to do it..., How it works…
- communities, displaying with linkcomm package / Showing communities in a network with the linkcomm package, How to do it…, How it works…
- networkD3 package
- used, for producing Sankey diagram / Producing a Sankey diagram with the networkD3 package, Getting ready, How to do it..., How it works...
- nottem / Getting ready
O
- OAuth
- URL / Accessing an API with R
- outliers
- detecting / Detecting and removing outliers, How it works...
- removing / Detecting and removing outliers, How it works...
P
- pairs.panels()function
- used, for visualizing correlations between variables / Using pairs.panel() to look at (visualize) correlations between variables , How it works…, There's more…
- parallel computation
- implementing, in R / Implementing parallel computation in R, How it works..., There's more...
- PDF documents
- writing, with RStudio / Writing and styling PDF documents with RStudio, Getting ready, How to do it...
- styling, with RStudio / Writing and styling PDF documents with RStudio, How to do it...
- PDF reports, folder
- analyzing, with tm package / Analyzing PDF reports in a folder with the tm package, Getting ready, How to do it..., How it works...
- pdftotext
- download link / Getting ready
- plot() function
- used, for displaying data / Looking at your data using the plot() function, Getting ready, How to do it..., How it works...
- plots
- sharing, with slides / Sharing your code and plots with slides, How to do it...
- Portfolio Analytics package
- used, for optimizing portfolio composition / Optimizing portfolio composition and maximising returns with the Portfolio Analytics package, Getting ready, How to do it...
- used, for maximising return / Optimizing portfolio composition and maximising returns with the Portfolio Analytics package, Getting ready, How to do it...
- profvis package
- used, for evaluating code performance / Evaluating your code performance using the profvis package, How to do it...
Q
- quantmod package
- used, for tracking stock movements / Tracking stock movements using the quantmod package, How to do it...
- reference link / Tracking stock movements using the quantmod package
R
- R
- used, for accessing API / Accessing an API with R, Getting ready, How to do it…, How it works..., There's more...
- parallel computation, implementing / Implementing parallel computation in R, How it works..., There's more...
- custom objects and methods, creating with S3 system / Creating custom objects and methods in R using the S3 system, How to do it..., How it works...
- ramazon
- used, for developing app on Amazon AWS / Deploying your app on Amazon AWS with ramazon, How to do it...
- RColorBrewer package
- URL / How it works…
- recommendation engine
- creating / Making a recommendation engine, How to do it...
- regular expressions
- dealing with / Dealing with regular expressions
- repository / Using GitHub with RStudio
- results sharing phase / Introduction
- Revolution Analytics
- reference link / Implementing parallel computation in R
- Rfacebook package
- used, for getting data from Facebook / Getting data from Facebook with the Rfacebook package, How to do it...
- Rio
- URL / There's more...
- rio package
- used, for converting file formats / Converting file formats using the rio package, There's more...
- rio packages
- used, for loading data into R / Loading your data into R with rio packages, How it works..., There's more...
- Rio vignette
- URL / There's more...
- rmarkdown
- about / Using one markup language for all types of documents – rmarkdown, How to do it...
- working / How it works...
- used, for writing tufte handouts / Writing wonderful tufte handouts with the tufte package and rmarkdown, How to do it...
- R Markdown
- reference link / There’s more...
- used, for creating dynamic parametrized reports / Generating dynamic parametrized reports with R Markdown, How to do it..., How it works…, There's more…
- URL / There's more…
- rmarkdown-website
- reference link / How to do it...
- rotating 3D graph
- building / Building a rotating 3D graph and exporting it as a GIF, How to do it...
- exporting, as GIF / Building a rotating 3D graph and exporting it as a GIF, How to do it...
- route() function, arguments
- from / How it works…
- to / How it works…
- mode / How it works…
- structure / How it works…
- output / How it works…
- alternatives / How it works…
- messaging / How it works…
- sensor / How it works…
- override_limit / How it works…
- R programming language
- RPubs
- work, sharing / Sharing your work on RPubs, How to do it..., There's more…
- URL / Getting ready
- Rstudio
- DiagrammeR package, used for process flow diagram production / Using the DiagrammeR package to produce a process flow diagram in RStudio, How to do it...
- RStudio
- URL / There's more..., See also, Deploying your app on Amazon AWS with ramazon
- modular code, writing / Writing modular code in RStudio, How to do it..., How it works...
- GitHub, using with / Using GitHub with RStudio, Getting ready, How to do it...
- used, for styling PDF documents / Writing and styling PDF documents with RStudio, Getting ready, How to do it...
- used, for writing PDF documents / Getting ready, How to do it...
- blog, curating through / Curating a blog through RStudio, How to do it...
- RStudio add-ins
- connecting / Constructing RStudio add-ins, How to do it..., There's more…
- text macros / Constructing RStudio add-ins
- Shiny gadgets / Constructing RStudio add-ins
- rvest
- URL / Getting ready
S
- S3 system
- used, for creating custom objects and models in R / Creating custom objects and methods in R using the S3 system, How to do it..., How it works...
- Sankey diagram
- producing, with networkD3 package / Producing a Sankey diagram with the networkD3 package, Getting ready, How to do it..., How it works...
- SelectorGadget / Getting ready
- URL / Getting ready
- setup chunk / How it works...
- Shell / How to do it...
- Shiny app
- single file Shiny app, developing / Developing a single-file Shiny app, How to do it…, How it works…, See also
- user interface (UI) / How it works…
- server logic / How it works…
- framework, reactivity / How it works…
- UI changing, based on user inputs / Changing a Shiny app UI based on user input, Getting ready, How to do it..., See also
- URL / See also
- gallery, URL / See also
- used, for creating interactive report / Creating an interactive report with Shiny, How to do it…, How it works...
- tutorial, URL / Getting ready
- Shiny framework / Using the DiagrammeR package to produce a process flow diagram in RStudio
- single-file Shiny app
- developing / Developing a single-file Shiny app, How to do it…, How it works…
- slides
- used, for sharing plots / Sharing your code and plots with slides, How to do it...
- used, for sharing codes / How to do it...
- stl() function
- used, for performing time series decomposition / Performing time series decomposition using the stl() function, How to do it...
- stock market
- forecasting / Forecasting the stock market, How to do it...
- stock movements
- tracking, quantmod package used / Tracking stock movements using the quantmod package, How to do it...
- stock parameter / How it works…
T
- task view
- reference link / There's more...
- Texlive
- reference link / Getting ready
- text
- adding, to ggplot2 plot at custom location / Adding text to a ggplot2 plot at a custom location, How to do it..., How it works…
- Tidy data
- URL / There's more...
- tidyr package
- used, for preparing data with analysis / Preparing your data for analysis with the tidyr package, Getting ready, How it works..., There's more...
- time series decomposition
- performing, stl() function used / Performing time series decomposition using the stl() function, How to do it...
- trend component / Getting ready
- seasonal component / Getting ready
- remainder / Getting ready
- time series forecasting
- exploring, with forecast() / Exploring time series forecasting with forecast(), How to do it...
- tm package
- used for analyzing PDF reports in folder / Analyzing PDF reports in a folder with the tm package, Getting ready, How to do it..., How it works...
- tufte handouts
- writing, with rmarkdown / Writing wonderful tufte handouts with the tufte package and rmarkdown, How to do it...
- writing, with tufte handouts / Writing wonderful tufte handouts with the tufte package and rmarkdown, How to do it...
- tufte package
- used, for writing tufte handouts / Writing wonderful tufte handouts with the tufte package and rmarkdown, How to do it...
- Twitter
- URL / There's more...
- twitteR package
- used, for getting data from Twitter / Getting data from Twitter with the twitteR package, How to do it…
- Twitter sentiment analysis
U
- UI controls
- URL / See also
- Unix timestamp / How to do it...
V
- variables
- correlations, visualizing with pairs.panels()function / Using pairs.panel() to look at (visualize) correlations between variables , How it works…, There's more…
- visNetwork package
- used, for creating dynamic force network / Creating a dynamic force network with the visNetwork package, How to do it..., How it works..., There's more...
- reference link / There's more...
W
- web scraping tasks / Acquiring data from the Web – web scraping tasks, Getting ready, How to do it..., There's more...
- website
- reference link / How to do it...
- wget installation, for Unix OS
- reference link / Getting ready
- wide format / Preparing your data for analysis with the tidyr package
- Windows OS
- reference link / Getting ready
- wordcloud package
- used, for creating wordclouds / Creating word clouds with the wordcloud package, How to do it..., How it works...
- wordclouds
- creating, with wordcloud package / Creating word clouds with the wordcloud package, How to do it..., How it works...
- work
- sharing, on RPubs / Sharing your work on RPubs, How to do it..., There's more…
Y
- Your Access Token / How to do it…