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Cancer in Scotland

Final individual project of CodeClan DR22 Professional Data Analysis Course.

For this a fictional brief was created to simulate a request from the Scottish Government to take a high-level look at cancer statistics in Scotland.

Project Brief

Brief (PDF).

Analysis Report

The main analysis report combines four different analysis reports together into one document for convenience.
analysis/0_analysis_report_cancer_in_scotland.html

Presentation

Lessons from death for life.

Remote presentation given at end of project to instructors and the rest of course cohort.
Contains several of the plots from the analysis.
Cancer in Scotland (PDF).

Cancer Risk Tool

One project output is a prototype of an interactive tool to let the general public see cancer risk for different combinations of cancer type, age range and sex.

This is leveraging the longitudinal dataset that covers over two decades of Scottish cancer incidence health data from 1997 and 2021.

The tool runs in R as an R Shiny Interactive Document.

To run the tool locally using R Studio:

  1. clone this project
  2. in R Studio open the file cancer_risk_tool/index.Rmd
  3. click "Run Document"
  4. Choose an "Age Range", "Sex", "Type of Cancer" and a "Number of Results" You should then see a table of how many incidences have been recorded.

Here's a screenshot of how it should look.

  • Data
    All the data required to regenerate the analysis reports should be available if you clone this repository. Report data is in data_clean. If you need to recreate the project from scratch run the cleaning scripts in order in cleaning_scripts

This project contains data from: