Kenneth Benoit
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View article: juliasilge/tidytext: tidytext 0.4.2
juliasilge/tidytext: tidytext 0.4.2 Open
Added alt text to figures in vignettes and README (#233) Update vignette for quanteda::dfm() v4 (#242)
View article: quanteda/readtext: CRAN v0.82
quanteda/readtext: CRAN v0.82 Open
readtext v0.82 Moves some quanteda functions to this package: docvars(), docnames(), texts() Updates print method to use pillar instead of tibble Modernizes some of the testthat syntax. readtext v0.81 Fixed a problem in the examples breaki…
View article: Textual Data Science with R
Textual Data Science with R Open
Textual Data Science With R targets an important and relatively understudied area of data science: the statistical analysis of largely unstructured data in the form of natural language text. Using ...
View article: juliasilge/tidytext: tidytext 0.3.2
juliasilge/tidytext: tidytext 0.3.2 Open
Update testing for rlang change + testthat 3e
View article: Scaling hand-coded political texts to learn more about left-right policy content
Scaling hand-coded political texts to learn more about left-right policy content Open
Manual annotation of the policy content of political texts forms the basis for one of the most widely used empirical measures in comparative politics: left-right policy positions. Bridging automated “text as data” approaches and qualitativ…
View article: juliasilge/tidytext: tidytext 0.3.1
juliasilge/tidytext: tidytext 0.3.1 Open
Check for installation of stopwords more gracefully Update tidiers and casters for new version of quanteda
View article: quanteda/quanteda: CRAN v2.0.1
quanteda/quanteda: CRAN v2.0.1 Open
Changes Moved data_corpus_irishbudget2010 and data_corpus_dailnoconf1991 to the quanteda.textmodels package. Em dashes and double dashes between words, whether surrounded by a space or not, are now converted to " - " to distinguish them fr…
View article: Docma-TU/tosca: tosca 0.2-0
Docma-TU/tosca: tosca 0.2-0 Open
preparing package for R 4.0.0
View article: American Political Science Review Editors’ Report 2017–18
American Political Science Review Editors’ Report 2017–18 Open
An abstract is not available for this content. As you have access to this content, full HTML content is provided on this page. A PDF of this content is also available in through the ‘Save PDF’ action button.
View article: Measuring and Explaining Political Sophistication through Textual Complexity
Measuring and Explaining Political Sophistication through Textual Complexity Open
Political scientists lack domain‐specific measures for the purpose of measuring the sophistication of political communication. We systematically review the shortcomings of existing approaches, before developing a new and better method alon…
View article: rf_model_bias_reduced.rda
rf_model_bias_reduced.rda Open
:unav
View article: 10_Generate_Figures_1-3.R
10_Generate_Figures_1-3.R Open
Generate Figures 1-3 from the paper.
View article: 09_SOTU_paragraphs_generate.R
09_SOTU_paragraphs_generate.R Open
Generate the paragraph-level data from the State the Union corpus.
View article: 04_Make_unstructured_brTandF_abilities.R
04_Make_unstructured_brTandF_abilities.R Open
Fits the unstructured Bradley-Terry model to the rated sentences.
View article: codebook.pdf
codebook.pdf Open
Guide to all variables in the data files.
View article: CF_input_952737.tab
CF_input_952737.tab Open
:unav
View article: 01b_generate_CF_input_952737.R
01b_generate_CF_input_952737.R Open
Generates the input for Crowdflower job 952737.
View article: 06_additional_vars_for_new_texts.R
06_additional_vars_for_new_texts.R Open
Creates predictors for new texts (on which readability is predicted).
View article: 05_RandomForest_variable_selection.R
05_RandomForest_variable_selection.R Open
Fits the random forest model predicting the unstructured BT estimates from the sentence covariates.
View article: Classic_Model_Results_list.rda
Classic_Model_Results_list.rda Open
:unav
View article: bootstrap_results_AJPSR2.tab
bootstrap_results_AJPSR2.tab Open
:unav
View article: 01a_generate_CF_input_921916.R
01a_generate_CF_input_921916.R Open
Generates the input for Crowdflower job 921916
View article: sotu_covars.tab
sotu_covars.tab Open
:unav
View article: CF_input_999866.tab
CF_input_999866.tab Open
:unav
View article: 11_supplemental_analysis.R
11_supplemental_analysis.R Open
Generates analysis in the Supplemental appendix.
View article: rf_model_non_bias_reduced.rda
rf_model_non_bias_reduced.rda Open
:unav
View article: 07_Best_Models_Results_TABLE_2.R
07_Best_Models_Results_TABLE_2.R Open
Generate Table 2 from the paper.
View article: 03_generate_sentence_covariates.R
03_generate_sentence_covariates.R Open
Generates sentence-level covariates for sentences from the CF jobs.
View article: 02_execute_CF_runs_and_download_data.md
02_execute_CF_runs_and_download_data.md Open
Instructions for sending jobs to Crowdflower.