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Data Analysis Projects

Melbourne's public transport system fascinates me.
I'm on a journey to use real-world data to improve our system.

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My Projects

Transit Awareness

Personal Project, 2026

Created a letter for each house in the City of Monash with information and maps concerning their local transit stops.

Bus Reform

Personal Project, 2026

Creating an geoJSON file with bus reformed routes proposed by DTP in 2023, and generated a GTFS feed using greater frequencies and speeds.

Transit Analysis

Personal Project, 2026

  1. Speed Analysis (11-03-2026)
  2. Minimum Standards Analysis (18-03-2026)

Avocado Analysis

Deakin University, 2025

  • Cleaned, processed, and visualized real-world data using Python libraries including Pandas and Matplotlib through Jupyter Notebook.
  • Used data filterning, aggregation, and sentiment analysis with TextBlob to uncover patterns and trends.
  • Visualized the data using Seaborn and Matplotlib, creating bar/scatter/box blots to communicate insights through multiple reports.

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