SMT201 AY2018-19T1 EX1 Ho Xin Yi

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Part 1: Thematic Mapping

Singapore Public Educational Institution by School Type
Singapore public educational institution by school type

By reading through the data sourced from data.gov.sg, I find that the 'MainLevel' variable could be used since it classifies the data into many different types of school such as Centralised Institute,
Junior college, Mixed level, Primary and Secondary school. Next, under symbology, I used categorized as it is best suited for school type which is under qualitative data. In addition, I chose to use SVG markers
instead of simple markers to allow the different school type to be differentiated clearly. School type that is not dominated is also set with more striking colors symbol to allow the ease of locating them e.g. mixed level.

Singapore Road Network System
Singapore Road Network System

2014 Master Plan Landuse
2014 Master Plan Land Use

Part 2: Choropleth Mapping

Aged population (+65) in 2010 and 2018
Aged population (+65) in 2010 and 2018.
Aged Population In 2018

Proportional of aged population in 2010 and 2018
Proportional of aged population in 2010 and 2018
Proportional of aged population in 2010 and 2018

Percentage change of aged population between 2010 and 2018
Percentage change of aged population between 2010 and 2018.