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Home/ Questions/Q 8396817
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Editorial Team
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Editorial Team
Asked: June 9, 20262026-06-09T20:38:03+00:00 2026-06-09T20:38:03+00:00

Given the following example: sites=c(‘site 1′,’site 2’) link=c(‘<a href=http://example.com/path>This website</a>’, ‘<a href=http://example.com/path2>That website</a>’) w=data.frame(link,sites)

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Given the following example:

sites=c('site 1','site 2')
link=c('<a href="http://example.com/path">This website</a>', '<a href="http://example.com/path2">That website</a>')
w=data.frame(link,sites)
w
                                             link      sites
<a href="http://example.com/path">This website</a>   site 1
<a href="http://example.com/path2">That website</a>  site 2

how do I apply a regular expression that will parse the html snippet to extract the url and the link text and pop them into separate columns in a data frame? So for example, given the above example, what do I need to do in order to generate a data frame that looks like:

                     url          name     sites
http://example.com/path    This website   site 1
http://example.com/path2   That website   site 2
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1 Answer

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  1. Editorial Team
    Editorial Team
    2026-06-09T20:38:05+00:00Added an answer on June 9, 2026 at 8:38 pm

    Here is a solution using the htmlTreeParse function from package XML (i.e., without regular expressions)

    R> library("XML") 
    R> htp <- htmlTreeParse(link)
    R> t(sapply(seq_along(link),
    +           function(i) c(url=unname(htp$children$html[[1]][[i]]$attributes),
    +                         name=htp$children$html[[1]][[i]]$children$text$value,
    +                         sites=sites[i])))
         url                        name           sites   
    [1,] "http://example.com/path"  "This website" "site 1"
    [2,] "http://example.com/path2" "That website" "site 2"
    
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