In Chronological Order

Go back to Dissertation Diary

May 14, 2026

First blog post! Explaining the genesis of this research and my first instincts on the research approach.

May 15, 2026

Stumbling over the first challenge -- sourcing the right baseline OD data.

May 17, 2026

My delight when Claude could find that someone else had done the hard work of scraping live location data of buses all over UK (which eventually inspired me to make this Dissertation Diary!)

May 18, 2026

The first iteration of an accessibility analysis that aligns as much as possible with CfC report, but with slight tweaks.


The results of the accessibility analysis 1.0, and how it SHOULD NOT be compared to the CfC report as of now.

May 31, 2026

After first in-person meeting at CfC with Rob, consultations with Esra and Clara, and a fairly extended break, here's where the dissertation direction is likely to go...

June 1, 2026

Selecting the best OD matrix data by having a limited comparison exercise with Greater Manchester's 2024 Travel Diary Survey.


Updating the steps to analyse scheduled-vs-actual BUS accessibility after greater understanding of CfC's report, finalising on an OD dataset, and obtaining more data from CfC.

June 2, 2026

Comparing the results of two possible methods to find the scheduled-vs-actual bus accessibility gap.

June 4, 2026

I did not do enough comparison work when selecting the suitable OD matrix data. Here's how I fixed it!

June 5, 2026

Clarifying the boundaries for the city region and city centre that I will be using for my research.

June 19, 2026

Here's why I have not been updating for the past two weeks.


I am finally getting started with literature review...

June 23, 2026

More summaries of literature that I have reviewed

June 24, 2026

I thought of wanting to dive deeper into travel time reliability, uncertainty, inaccuracy and variability for today's lit review.

June 25, 2026

Since I learnt about rt2gtfs package through literature review, I discuss the differences between the two methods in generating retrospective GTFS.

July 16, 2026

I have done more work since then, I just have not gotten around to updating this diary. So now I am writing my entries to act as drafts for the dissertation text itself!

July 17, 2026

The draft 'Introduction' section for my dissertation paper.


The draft 'Literature Review' section for my dissertation paper (only Section 2.1 is ready!)

July 18, 2026

Writing the lit review section is very tedious, I must say. I have only gotten Section 2.2 ready, one more subsection to go.