This repo contains the code and data to produce 1) a paper which is a reproduction of Kuipers and Sahn (2023)'s paper, "The Representational Consequences of Municipal Civil Service Reform".
The repo is structured as the following:
inputs/data contains the raw data for analysis
outputs/paper contains the files used to generate the paper, including the Quarto document and reference bibliography file, as well as the PDF of the paper.
scripts contains the R scripts used to simulate, download, clean and validate data, as well as helper functions used in these routines.
The repo is structured as:
input/data contains the data sources used in analysis including the raw data.outputs/paper contains the files used to generate the paper, including the Quarto document and reference bibliography file, as well as the PDF of the paper. scripts contains the R script used to clean data.some parts of the codes in quarto were written with the help of chatgpt4. all of the chats are added in the Other/LLM/usage.txt.