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javascriptrscreen-scrapingrvest

Scraping javascript website in R


I want to scrape the match time and date from this url:

http://www.scoreboard.com/game/rosol-l-goffin-d-2014/8drhX07d/#game-summary

By using the chrome dev tools, I can see this appears to be generated using the following code:

<td colspan="3" id="utime" class="mstat-date">01:20 AM, October 29, 2014</td>

But this is not in the source html.

I think this is because its java (correct me if Im wrong). How can I scrape this information using R?


Solution

  • So, RSelenium is not the only answer (anymore). If you can install the PhantomJS binary (grab phantomjs binaries from here: http://phantomjs.org/) then you can use it to render the HTML and scrape it with rvest (similar to the RSelenium approach but doesn't require java):

    library(rvest)
    
    # render HTML from the site with phantomjs
    
    url <- "http://www.scoreboard.com/game/rosol-l-goffin-d-2014/8drhX07d/#game-summary"
    
    writeLines(sprintf("var page = require('webpage').create();
    page.open('%s', function () {
        console.log(page.content); //page source
        phantom.exit();
    });", url), con="scrape.js")
    
    system("phantomjs scrape.js > scrape.html", intern = T)
    
    # extract the content you need
    pg <- html("scrape.html")
    pg %>% html_nodes("#utime") %>% html_text()
    
    ## [1] "10:20 AM, October 28, 2014"