Gadarian and Albertson data
This data set contains variables from Gadarian and Albertson (2014). The experiment had those in the treatment condition write about what made them anxious about immigration. The control condition just had subjects write about immigration.
A data frame with 351 observations on the following 3 variables.
MetaIDA numeric vector containing identification numbers; not used for analysis
treatmentA numeric vector indicating treatment condition
pid_repA numeric vector of party identification
open.ended.responseA character vector of the subject's open ended response
Gadarian, Shana Kushner, and Bethany Albertson. "Anxiety, immigration, and the search for information." Political Psychology 35.2 (2014): 133-164.
Roberts, Margaret E., Brandon M. Stewart, Dustin Tingley, Christopher Lucas, Jetson Leder-Luis, Shana Kushner Gadarian, Bethany Albertson, and David G. Rand. "Structural Topic Models for Open-Ended Survey Responses." American Journal of Political Science 58, no 4 (2014): 1064-1082.
head(gadarian) #Process the data for analysis. temp<-textProcessor(documents=gadarian$open.ended.response,metadata=gadarian) meta<-temp$meta vocab<-temp$vocab docs<-temp$documents out <- prepDocuments(docs, vocab, meta) docs<-out$documents vocab<-out$vocab meta <-out$meta
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