5004CMD-Coursework

Data Science Coursework - Edward Nicoara (13694920)

Notebooks

This folder contains the main coursework notebook and an equivalent Python script for reproducible execution.

5004CMD_coursework_notebook.ipynb: Interactive notebook used for exploration, analysis, modelling, and visualisation.
5004CMD_coursework_notebook_script.py: Script version of the notebook logic for non-interactive runs.
figures/: Exported plots generated by the notebook/script.
tables/: Exported CSV tables generated by the notebook/script.

Install dependencies before running:

pip install pandas numpy matplotlib scikit-learn dask[complete] distributed jupyter

This coursework was completed in Visual Studio Code using the Jupyter extension (not the standalone Jupyter Notebook app).

Open and run:

notebooks/5004CMD_coursework_notebook.ipynb inside VS Code (Jupyter extension)
or run the script directly from a terminal

From the project root, run:

python notebooks/5004CMD_coursework_notebook_script.py

The notebook/script expects both datasets in the sibling data/ folder:

If either file is missing, execution stops with a clear FileNotFoundError.