Convert xml_nodeset to data.frame

Question

I am using rvest. And I would like to convert the result to a data frame:

> links <- pgsession %>% jump_to(urls[2])  %>%  read_html() %&         


        

Answer 1

This will get you all the attributes from the links into a tbl_df. bind_rows gets you "fill" for free:

library(rvest)
library(dplyr)

pg <- read_html("https://en.wikipedia.org/wiki/Main_Page")
links <- html_nodes(pg, "a")
bind_rows(lapply(xml_attrs(links), function(x) data.frame(as.list(x), stringsAsFactors=FALSE)))

## Source: local data frame [310 x 10]
## 
##       id                         href                  title class   dir accesskey   rel  lang hreflang style
##    (chr)                        (chr)                  (chr) (chr) (chr)     (chr) (chr) (chr)    (chr) (chr)
## 1    top                           NA                     NA    NA    NA        NA    NA    NA       NA    NA
## 2     NA                     #mw-head                     NA    NA    NA        NA    NA    NA       NA    NA
## 3     NA                    #p-search                     NA    NA    NA        NA    NA    NA       NA    NA
## 4     NA              /wiki/Wikipedia              Wikipedia    NA    NA        NA    NA    NA       NA    NA
## 5     NA           /wiki/Free_content           Free content    NA    NA        NA    NA    NA       NA    NA
## 6     NA           /wiki/Encyclopedia           Encyclopedia    NA    NA        NA    NA    NA       NA    NA
## 7     NA /wiki/Wikipedia:Introduction Wikipedia:Introduction    NA    NA        NA    NA    NA       NA    NA
## 8     NA     /wiki/Special:Statistics     Special:Statistics    NA    NA        NA    NA    NA       NA    NA
## 9     NA       /wiki/English_language       English language    NA    NA        NA    NA    NA       NA    NA
## 10    NA            /wiki/Portal:Arts            Portal:Arts    NA    NA        NA    NA    NA       NA    NA
## ..   ...                          ...                    ...   ...   ...       ...   ...   ...      ...   ...

Alternately, you could use purrr:

library(rvest)
library(purrr)

pg <- read_html("https://en.wikipedia.org/wiki/Main_Page")
html_nodes(pg, "a") %>% 
  map(xml_attrs) %>% 
  map_df(~as.list(.))

## # A tibble: 342 × 10
##       id                         href                  title class   dir accesskey   rel hreflang  lang style
##    <chr>                        <chr>                  <chr> <chr> <chr>     <chr> <chr>    <chr> <chr> <chr>
## 1    top                         <NA>                   <NA>  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## 2   <NA>                     #mw-head                   <NA>  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## 3   <NA>                    #p-search                   <NA>  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## 4   <NA>              /wiki/Wikipedia              Wikipedia  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## 5   <NA>           /wiki/Free_content           Free content  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## 6   <NA>           /wiki/Encyclopedia           Encyclopedia  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## 7   <NA> /wiki/Wikipedia:Introduction Wikipedia:Introduction  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## 8   <NA>     /wiki/Special:Statistics     Special:Statistics  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## 9   <NA>       /wiki/English_language       English language  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## 10  <NA>            /wiki/Portal:Arts            Portal:Arts  <NA>  <NA>      <NA>  <NA>     <NA>  <NA>  <NA>
## # ... with 332 more rows

which I think is more functionally idiomatic and an overall cleaner approach.