In amcat/amcat-r: R bindings for the AmCAT API

Uploading tweets to AmCAT

By combining the twitter API and the AmCAT API we can upload tweets that match a given query directly to AmCAT.

Installing required packages

This howto uses the twitteR and amcatr packages. The following code will load these packages, installing them if needed. You can skip the 'install_github' steps after the first time.

options(repos=structure(c(CRAN="")))
if (!require("devtools")) {install.packages("devtools"); library(devtools)}
if (!require("plyr")) {install.packages("plyr"); library(plyr)}

library(devtools)
install_github("twitteR", username="geoffjentry")
install_github("amcat-r", "amcat")

library("twitteR")
library("amcatr")

Connecting to Twitter

First, you need to get a number of tokens (a kind of passwords) from twitter:

1. Sign in to twitter at http://twitter.com
2. Go to https://apps.twitter.com/ and 'create a new app'
3. After filling in the required information, go to 'keys and access tokens'
4. Select 'create access token', and refresh
5. Create variables with the consumer key, consumer secret, access token, and access token secret:

token = '...'
token_secret = '...'
consumer_key = "..."
consumer_secret = "..."

load("~/twitterauth.rdata")

Now you can connect using the setup_twitter_oauth function:

setup_twitter_oauth(consumer_key, consumer_secret, token, token_secret)

Searching twitter

Please see the documentation for the Twitter API and the twitteR package for all the possibilities of the API. As the following simple example shows, you can search for keywords and get a list or results

tweets = searchTwitteR("pvda", geocode="52.36656,4.90269,200km", result_type="recent")
tweets[[1]]
class(tweets[[1]])
tweets[[1]]$text

To make it easier to manipulate the tweets, we can convert them from a list of status objects to a data.frame, for which we use the ldply (list-dataframe-ply) function from the plyr package, taking advantage of the fact that as.data.frame works on a single status object:

tweets = ldply(tweets, as.data.frame)
names(tweets)

Uploading tweets to AmCAT

Now we can directly upload these tweets to AmCAT using the amcat.upload.articles function.

conn = amcat.connect("http://amcat.vu.nl")
project=1 # change this to your project ID
set = amcat.add.articles.to.set(conn, project=project, articleset.name="Tweets", articles=NULL)
amcat.upload.articles(conn, project=project, articleset=set, medium="twitter",
                      text=tweets$text, headline=tweets$text, 
                      date=tweets$created, 
                      author=tweets$screenName, addressee=tweets$replyToSN)

Now we can inspect our articleset on the AmCAT web site, or do a query from r, e.g.:

amcat.hits(conn, sets=set, queries="vvd")

amcat/amcat-r documentation built on Dec. 26, 2021, 3:12 a.m.