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R code for constructing a "grandstanding score" for individual House Representatives from the 105 to 114th Congresses and replication files for my paper entitled as "When Do Politicians Grandstand: Measuring Message Politics in Committee Hearings"
jyp256/GrandstandingScore
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This folder contains R codes used to construct the "grandstanding score" and the replication codes for hypothesis testing, tables and figures presented in my paper entitled "When Do Politicians Grandstand? Measuring Message Politics in Committee Hearings" forthcoming at the Journal of Politics. This folder includes seven R code scripts as follows: 1. Rcode1_BuildDoc2vecMatrix 2. Rcode2_GridSearch_KSVM 3. Rcode3.1_FitLearners_doc2vec 4. Rcode3.2_FitLearners_reg 5. Rcode3.3_FitLearners_tfidf 6. Rcode4_EBMA 7. R code for replication for all tables and figures presented in the paper as well as its online appendix The related data will become available for downloads at the Harvard Dataverse webpage for the Journal of Politics. Note that the grandstanding score was measured based on the corpus slightly larger that the sum of the statement-level data and the training data. Some of the statements in the original corpus were dropped when merging it to the existing covariate datasets and during the final clean-up before the merger. If you have any questions, please contact me at [email protected]
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R code for constructing a "grandstanding score" for individual House Representatives from the 105 to 114th Congresses and replication files for my paper entitled as "When Do Politicians Grandstand: Measuring Message Politics in Committee Hearings"
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