Dear R-List,
I am trying to develop a tutorial on how to analyze network data from Twitter
conversations for a network analysis class that I teach. I came across the
twitteR package, and saw some examples of it in action on various websites. It
is easy to use, and almost as easy to understand. I was able to pull sets of
Twitter messages into a dataframe using various criteria (hashtags, etc.). To
build a network, I would like to follow which messages are responses to earlier
messages. According to the twitteR package documentation, this is stored in a
'replyToSN' field (reply to Screenname). However, when I do searches this field
is always blank (NA). (The similar field replyToSID is also always blank.) The
Twitter messages themselves suggest that there are some replies in the sets
that I'm obtaining, so I now in theory that these fields should not be blank
for every message.
Here is some code and output to make this clearer:
library(twitteR)
library(plyr)
tweets = searchTwitter("#Rstats", n=200)
tweets[[4]]$getText()
[1] "RT @kdnuggets: Great post on using parallel processing with R and HHP $3M
competition http://bit.ly/rcfztQ #rstats #hhp #datamining"
tweets[[4]]$getScreenName()
[1] "dichika"
tweets[[4]]$getReplyToSN()
character(0)
tweets.df = ldply(tweets, function(t) t$toDataFrame())
head(tweets.df[,c(3,4,6,10)])
replyToSN created replyToSID screenName
1 NA 2011-07-23 01:56:46 NA cmprsk
2 NA 2011-07-23 01:38:58 NA muteokie
3 NA 2011-07-23 00:27:32 NA floss4science
4 NA 2011-07-23 00:16:06 NA dichika
5 NA 2011-07-22 22:20:55 NA cmprsk
6 NA 2011-07-22 21:50:43 NA siah
I hope I'm missing something simple, but my gut tells me that I need to do some
type of authentification before this information will be returned. I couldn't
find any useful examples of this issue or how to get around it after looking
for a while.
Thanks,
Douglas Luke
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