✅ Mini-Project 1 Model Solution

The model solution

Here you will find a curated model solution for ✍️ Mini-Project 1, adapted from an excellent submission by Aden Grandcourt.

This solution demonstrates:

• A well-structured research question focused on ULEZ expansion impacts
• Clear analytical thinking around data collection and transformation
• Sophisticated consideration and reflection on the impact of seasonal effects in the analysis
• Effective use of visualisations and styled tables to communicate findings
• Thoughtful reflections on the learning process

💡 Save it to your GitHub repo

If you followed my guidance in W03 Extra advice, you can add this solution to your my-ds105a-notes repository (for example under solutions/mini-project-1/).

1. Extract the downloaded zip file and place the contents in solutions/mini-project-1/ inside your my-ds105a-notes folder on Nuvolos.

2. Add, commit and push the changes:

   git add solutions/mini-project-1/
   git commit -m "Add MP1 model solution"
   git push

If you have any questions about the solution, please ask on Slack.