Weather Tweets Sentiment Analysis
A project which features a task of classifying user's sentiments through tweets related to weather.
Singapore Motor Vehicle Population Dashboard
About the Project
A common problem in Singapore today is the overwhelming number of vehicles on our roads which could lead to detrimental impacts on the environment. I stumbled upon this publicly available dataset by the Land Transport Authority on the data.gov website and was interested to analyze the data further through creating a dashboard on Google Data Studio.
Insights
As can be seen from 2005, it appears that the number of vehicles had been increasing from 2005 - 2013. However, it appears in recent years from 2014 - 2020 that the number has been stabilising.
Additionally, we can see that the breakdown of vehicle categories remain roughly consistent from 2005 - 2020. Cars and Station-wagons dominate the population contributing to roughly 60-65% of the total population.
Project Showcase
Some of the work done as school projects and on my own time to put into practice some of the technical knowledge gained.
Diabetes Prediction Project
A self-initiated project to determine an appropriate algorithm to predict a patient having diabetes and its contributing factors.