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Using natural language processing to analyze presidential policymaking via executive order

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christokita/executive-orders

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1. README

The analysis pipeline for this project consists of the following scripts:

  • 0-downloadEOs.R: Downloads html of Executive Orders (EOs) from the UCSB Presidency Project Archive.
  • 1-curateEOs.R: Extracts the EO text, checks for missing EOs, and appends metadata related to the issuing President.
  • 2-queryEOs.R: Searches through each EO for mentions of other EOs and for use of science and technology related words.
  • 3-flagSTtopicEOs.R: Appends flag for S&T topics identified by topic model.
  • 4-visualizeEOs.R: Creates edgelists and nodetables for network visualizations.
  • 5-analyzeEONetwork.R: Calculates network metrics based on edgelist.
  • 6-makePlots.R: Makes plots for presentation and paper.
  • 7-makeTables.R: Makes tables for presentation and paper.

The topic model analysis pipeline consists of the following scripts:

  • ...

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Using natural language processing to analyze presidential policymaking via executive order

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