R-Markdown is a great way to create dynamic documents with embedded chunks of R code. The document is self contained and fully reproducible which makes it very easy to share. This post will be the first in a multi part series on how to embed Plotly graphs in R-Markdown documents as well as presentations.
R-Markdown is a flavor of markdown which allows R-users to embed R code into a markdown document. The document is then ‘knit’ using knitr to create a HTML file. Getting started
Next we’ll install a few packages just to ensure we have everything we need to get started.
# Not run# install.packages('rmarkdown')# install.packages('plotly')
Note: you can download the function definition forGetYahooData() here
Now we should be good to go…
Creating a R-Markdown document
Click on File -> New File -> R Markdown as shown below.
You should now see a dialog as shown below. Select ‘Document’ in the left panel and fill in title and author field and hit ‘OK’.
You should now have a document which looks like this –
Code chunksTo embed R code into the document, code needs to be inserted as shown below.
Inserting a Plotly graphInserting an awesome interactive Plotly chart is as simple as printing out the plotly object in a code chunk. Use the code snippet below.
source("Yahoo Stock Data Pull.R")AAPL <- GetYahooData("AAPL")IBM <- GetYahooData("IBM")# Plotly chart library(plotly)mat <- data.frame(Date = AAPL$Date, AAPL = round(AAPL$Adj.Close,2), IBM = round(IBM$Adj.Close,2))p <- mat %>% plot_ly(x = Date, y = AAPL, fill = "tozeroy", name = "Microsoft") %>% add_trace(y = IBM, fill = "tonexty", name = "IBM") %>% layout(title = "Stock Prices", xaxis = list(title = "Time"), yaxis = list(title = "Stock Prices"))p # Thats it ! Knitting the R-Markdown documentNow that our R-Markdown document is complete with text, code and graphs, we can go ahead and click the little ‘Knit HTML’ button to generate a HTML file. We now have a nicely formatted HTML file !