This file contains the R code for data cleaning, visualization & analysis (regression tables used here come from the modelsummary package, but that in the paper comes from stargazer's latex output).

Hong Kong is often referred to as the world's most densely populated country. This publication offers deeper insights into the demography of Hong Kong according to age groups by its 18 districts (political boundaries). The data is retrieved from a 2016 dataset on the official public platform for spatial data in Hong Kong. Submission for IS428 Visual Analytics.

How does the demography of residents in Singapore differ from area to area and which of the non-mature estates are most popular amongst home buyers? This publication seeks to address the above questions, using the 2011-2019 dataset on Singapore residents by subzone and planning area available at gov.sg. Submission for IS428 Visual Analytics.

Using statistics from the Ministry of Health, this publication aims to uncover how the principal causes of death has changed in Singapore from 2006-2019.

Taken from 1993 - 1998 Hospital Admissions dataset (DSA212 Data Science with R) - A subset of three non-mental disorders (respiratory, circulatory, digestive health issues) are taken to compare against mental disorders.

An attempt with KidsFeet dataset within R

This File explores which Storm event type (e.g. Tornado, Flood) results in more serious economic and health consequences in the U.S.

Test file