Replication Data for: Measuring and Explaining Political Sophistication Through Textual Complexity
<|begin_of_text|><|start_header_id|>system<|end_header_id|> You are a research archivist expert in dataset metadata. Answer the question truthfully.  <|eot_id|><|start_header_id|>user<|end_header_id|> Here is the Description of a dataset. Description:'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  along with software tools to apply it.  We use  crowdsourcing to perform thousands of  pairwise comparisons of text snippets and  incorporate these results into a  statistical model of sophistication.  This  includes previously excluded features such as parts of speech and a measure of  word rarity derived from dynamic term frequencies in the Google books dataset.  Our technique not only shows  which features are appropriate to the political  domain and how, but also provides a measure easily applied and re-scaled to  political texts in a  way that facilitates probabilistic comparisons. We  reanalyze the' . Please return only a json list of at most 3 Keywords corresponding to the Description:.<|eot_id|><|start_header_id|>assistant<|end_header_id|> {"Answer" : ["Political communication","Readability","Sophistication","Text analysis"]} <|eot_id|>
 Here is the Description of a dataset. Description:'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  along with software tools to apply it.  We use  crowdsourcing to perform thousands of  pairwise comparisons of text snippets and  incorporate these results into a  statistical model of sophistication.  This  includes previously excluded features such as parts of speech and a measure of  word rarity derived from dynamic term frequencies in the Google books dataset.  Our technique not only shows  which features are appropriate to the political  domain and how, but also provides a measure easily applied and re-scaled to  political texts in a  way that facilitates probabilistic comparisons. We  reanalyze the' . Please return only a json list of at most 3 Keywords corresponding to the Description:.
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  along with software tools to apply it.  We use  crowdsourcing to perform thousands of  pairwise comparisons of text snippets and  incorporate these results into a  statistical model of sophistication.  This  includes previously excluded features such as parts of speech and a measure of  word rarity derived from dynamic term frequencies in the Google books dataset.  Our technique not only shows  which features are appropriate to the political  domain and how, but also provides a measure easily applied and re-scaled to  political texts in a  way that facilitates probabilistic comparisons. We  reanalyze the
Political communication; Readability; Sophistication; Text analysis