How can I use a loop to scrape website data for multiple webpages in R?

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無奈伤痛
無奈伤痛 2021-01-19 04:50

I would like to apply a loop to scrape data from multiple webpages in R. I am able to scrape the data for one webpage, however when I attempt to use a loop for multiple page

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  •  滥情空心
    2021-01-19 05:10

    Just initalize empty dataframe before loop. I have done this problem and following code works fine for me.

    country<-c("Norway","Sweden","Finland","France","Greece","Italy","Spain")
    df <- data.frame(names = character(0),facts = character(0),nm = character(0))
    
    for(i in country){
    
      site <- paste("http://www.countryreports.org/country/",i,".htm", sep="")
      site <- html(site)
    
      stats<-
        data.frame(names =site %>% html_nodes(xpath="//*/td[1]") %>% html_text() ,
                   facts =site %>% html_nodes(xpath="//*/td[2]") %>% html_text() ,
                   stringsAsFactors=FALSE)
    
      stats$nm <- i
      stats$names   <- gsub('[\r\n\t]', '', stats$names)
      stats$facts   <- gsub('[\r\n\t]', '', stats$facts)
      #stats<-stats[!duplicated(stats),]
      #all<-rbind(all,stats)
      df <- rbind(df, stats)
      #all <- merge(Output,stats)
    
    }
    View(df)
    

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