With the objective of including data from RSS feeds into your analysis, 'tidyRSS' parses RSS, Atom XML, JSON and geoRSS feeds and returns a tidy data frame.
tidyRSS is a package for extracting data from RSS feeds. As of version 1.2.2, it provides preliminary support for jsonfeeds.
It is easy to use as it only has one function,
tidyfeed(), which takes one argument, the url of the feed. Running this function will return a tidy data frame of the information contained in the feed. If the url is not an rss or atom feed, it will return an error message.
Included in the package is a simple dataset, a list of feed urls, which you can use to experiment with. You can access this with
It can be installed directly from CRAN with:
The development version can be installed from GitHub with the devtools package.
RSS feeds can be parsed with
tidyfeed(), and some examples are included in the "feeds" dataset. Here is an example of using the package:
library(tidyRSS)data("feeds")rss <- sample(feeds$feeds, 1)tidyfeed(rss)#> # A tibble: 410 x 11#> feed_title feed_link#> <chr> <chr>#> 1 remote jobs - Stack Overflow#> 2 remote jobs - Stack Overflow#> 3 remote jobs - Stack Overflow#> 4 remote jobs - Stack Overflow#> 5 remote jobs - Stack Overflow#> 6 remote jobs - Stack Overflow#> 7 remote jobs - Stack Overflow#> 8 remote jobs - Stack Overflow#> 9 remote jobs - Stack Overflow#> 10 remote jobs - Stack Overflow#> # ... with 400 more rows, and 9 more variables: feed_description <chr>,#> # item_title <chr>, item_date_published <dttm>, item_category1 <chr>,#> # item_category2 <chr>, item_category3 <chr>, item_category4 <chr>,#> # item_category5 <chr>, item_link <chr>
More information is contained in the vignette:
vignette("tidyrss", package = "tidyRSS").
RSS & Atom XML feeds can be finicky things, if you find one that doesn't work with
tidyfeed(), let me know. Please include the url of the feed that you are trying. Pull requests and general feedback are welcome. Many feeds are malformed. What this means is that, for a well-formed feed, you'll get back a tidy data frame with information on the feed and the individual items (like blog posts, for example), including content. For malformed feeds, it will be less than this, as
NA columns, where the information wasn't in the feed in the first place. If you find problems with jsonfeeds, please let me know, since I'm still experimenting with this format.
The package is a 'tidy' version of two other related fantastic little packages, rss and feedeR, both of which return lists. In comparison to feedeR, tidyRSS returns more information from the RSS feed (if it exists), and development on rss seems to have stopped some time ago. Both packages were influences for tidyRSS.
Changes: Changed tests to avoid failures due to problems outside the package (faulty connections, site maintenance, feeds being taken down).
Changes: Added preliminary support for jsonfeeds; minor changes to parsing other feeds; minor change to data included with the package.
Changes: Minor changes to parsing Atom feeds.