G2TT
来源类型Report
规范类型报告
DOIhttps://doi.org/10.7249/PE-A779-1
来源IDPE-A779-1
An Exploratory Analysis of Trends in Text Data from Congressional Oversight Hearings
Marek N. Posard; Hilary Reininger; Christian Johnson
发表日期2021-12-08
出版年2021
页码14
语种英语
摘要

The U.S. Congress exercises oversight over federal agencies (including the U.S. Department of Defense) through various committees. Trends in what is said in these committees could signal the emergence of salient issues for policymakers. For example, if members of the House and Senate Armed Services Committees (HASC and SASC, respectively) talk about diversity in the military over several years, then it might suggest that diversity-related issues are becoming more salient. This trend could be a signal for policymakers at various levels within the Pentagon to prepare for questions from Congress about these issues.

,

To this end, RAND researchers developed a workflow that draws on various tools for acquiring and organizing large volumes of data from HASC and SASC. In this Perspective, they describe a proof of concept for how to acquire and begin analyzing text data for policy analysis. One could use this workflow to develop a more sophisticated toolkit for analyzing congressional text data.

主题Data Analysis ; Machine Learning ; Politics and Government ; Public Sector Governance
URLhttps://www.rand.org/pubs/perspectives/PEA779-1.html
来源智库RAND Corporation (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/525029
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Marek N. Posard,Hilary Reininger,Christian Johnson. An Exploratory Analysis of Trends in Text Data from Congressional Oversight Hearings. 2021.
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