Work

State Legislative Policy Estimates

Year: 2024

Type: article

Abstract: We use a machine learning model based on the "transformer" architecture and contextual word-piece embeddings to code the universe of bills introduced in the states since 2009 (about 1.36 million bills) into 28 policy areas. The output is based on the Gray and Lowery dictionary of state policy topics. Please cite: Dee, Ethan and Garlick, Alex (forthcoming). "Policy agendas of the American state legislatures" Nature: Scientific Data. X(XX) p. xx-xx.

Source: Open Science Framework

DOI: 10.17605/osf.io/xv4w7

Authors: Garlick, Alex, Dee, Ethan

Language: English

Topic: Computational and Text Analysis Methods

Subfield: General Social Sciences

Field: Social Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W6887791475

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