This is a project containing data and R scripts to analyze the lead concentration and its relationship with location and time in Toronto. The result will be generated in the form of pdf produced by quarto. The structure of the project was based on https://github.com/RohanAlexander/starter_folder. All simulations and sample used a seed: 1007676409.
The repo is structured as:
data/raw_data contains the raw data as obtained from OpenDataToronto as well as simulated data created by scripts/00-simulate_data.R.data/analysis_data contains the cleaned data set that was constructed by scripts/02-data_cleaning.R.other contains details about LLM chat interactions supporting this project, and sketches for the process of developing this project.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 data and test data.Lead-Testing-Program-in-Toronto.Rproj is used.scripts/code_style.R.Some code for data analysis and sentence phrasings had assistance from ChatGPT 4.0. The prompts and outputs were documented along with the entire chat history in other/llm/usage.txt.