# NOT RUN {
# load the package
library(preText)
# load in the data
data("UK_Manifestos")
# preprocess data
preprocessed_documents <- factorial_preprocessing(
UK_Manifestos,
use_ngrams = TRUE,
infrequent_term_threshold = 0.02,
verbose = TRUE)
# run preText
preText_results <- preText(
preprocessed_documents,
dataset_name = "Inaugural Speeches",
distance_method = "cosine",
num_comparisons = 100,
verbose = TRUE)
# generate regression results
regression_coefficient_plot(preText_results,
remove_intercept = TRUE)
# }
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