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getwiki is the Wikipedia api wrapper for R that you
definitely knew you needed. The purpose of this package is to import
Wikipedia articles into R, quickly and easily. getwiki will
return articles in a format that plays nice with tidytext,
simplifying your NLP workflow. Previously, the easiest way to import the
text of a Wikipedia article was to highlight everything and then copy
paste it into a character vector.
This has the obvious disadvantages of formatting issues and being a
manual, tedious process. With getwiki you can simply access
Wikipedia using Wikipedia’s API.
Starting with getwiki is easy. First install it from
github using devtools and then load it into your library.
```{r setup}
devtools::install_github(“corydonbaylor/getwiki”) # load into R library(getwiki)
## Use get_wiki to Import the Text of a Wikipedia Article
The first function, `get_wiki`, will return the matched Wikipedia article based on titles. So if you were to search for France then the function would return the Wikipedia article for France as a string.
```{r getwiki, eval=FALSE}
# will return a character string with the contents of the wikipedia page on France.
get_wiki("France")
If you want to search for more than one article at a time you can!
get_wiki() will return multiple articles in a data.frame
with one column being the title of the article and the other being the
content of the article. Just put the needed items in a character
vector.
```{r getwiki_multiple, eval=FALSE}
get_wiki(c(“France”, “United States”))
`get_wiki` will try to clean out all html tags returned by the API using regex. However, this can be unreliable as there is no simple regex pattern to only match html tags. If you would like to skip this, set `clean = FALSE`.
```{r getwiki_clean, eval=FALSE}
# this will keep the html tags from the API results
get_wiki("France", clean = FALSE)
Sometimes you may not be exactly sure what article you are looking
for. search_wiki will return the top twenty matching
articles based on a search term. So for example if you were to search
for United States, you will retun a data.frame with a column for the
returned titles and a column with the content of those articles.
```{r search_wiki, eval=FALSE}
search_wiki(“United States”)
**Note that the content article only has the text of the first paragraph of the article.** If you want to return the full text of those articles you will need to use `get_wiki`. This can be easily accomplished in two lines.
```{r search_wiki_big, eval=FALSE}
# this will keep the html tags from the API results
us = search_wiki("United States")
# this will return the full text of the wikipedia articles
big_us = get_wiki(us$titles)
If you would just like to pull in a random article, you can do that
as well with random_wiki. This function works exactly the
same as get_wiki except you cannot specify the article, and
you can only return one article at a time.
```{r search_wiki, eval=FALSE}
random_wiki()
## Find Trends for a Wikipedia Article with trend_wiki
If you want to find how often a particular page has been viewed, you can use `trend_wiki`. It will return a data.frame with the page views for the last sixty days.
```{r trend_wiki, eval=FALSE}
# returns a random wikipedia article
trend_wiki("France")
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.