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alberta_mortality_rate

https://github.com/alexandersunliang/alberta_mortality_rate

Science Score: 18.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
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    DOI references
  • ○
    Academic publication links
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.4%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: alexandersunliang
  • Language: TeX
  • Default Branch: main
  • Size: 2.74 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme Citation

README.md

Starter folder

Overview

This repo features a study on the effects of heart disease and diabetes on mortality rates in Alberta using a Poisson model and a negative binomial model from 2016-2021. The data was collected from the Alberta Government and can be accessed from this link: https://open.alberta.ca/opendata/leading-causes-of-death

The study was accomplished partly with code taken from Telling Stories with Data (Alexander, 2023). The analysis was conducted through Rstudio using "R version 4.3.2 (2023-10-31)

File Structure

The repo is structured as:

  • data/raw_data contains the raw data as obtained from the Alberta Government.
  • data/analysis_data contains the cleaned dataset that was constructed.
  • paper.qmd contains the fitted models.
  • other contains relevant literature, details about LLM chat interactions, and sketches.
  • 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 and clean data.

Statement on LLM usage

Aspects of the code were written with the help of the auto-complete tool, Chat-GPT4. Several errors were fixed with the help of ChatGPT-4 and the entire chat history is available in other/llm/usage.txt.

Owner

  • Login: alexandersunliang
  • Kind: user

Citation (citations.bib) 

@misc{ url={https://www.ahajournals.org/doi/full/10.1161/01.CIR.0000092308.57590.8C}, journal={Https://www.ahajournals.org/doi/full/10.1161/01.CI...}}

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