Difference between revisions of "SMT201 AY2019-20T1 EX1 Tan Wei Long Ryan"

From Geospatial Analytics for Urban Planning
Jump to navigation Jump to search
(Created page with "== Part 1: Thematic Mapping == The thematic mapping developed uses these following data and applied techniques: <br> {| class="wikitable" |- ! Data !! Visualisation & Process...")
 
(Replaced content with "== Part One: Thematic Mapping == === Level of Schools === === Road Network System === === 2014 Master Plan Landuse === == Part Two: Choropleth Mapping == === 2010 Popu...")
Tag: Replaced
Line 1: Line 1:
== Part 1: Thematic Mapping ==
+
== Part One: Thematic Mapping ==
The thematic mapping developed uses these following data and applied techniques: <br>
 
{| class="wikitable"
 
|-
 
! Data !! Visualisation & Processing Technique
 
|-
 
| General information of schools from the “School Directory and Information” dataset retrieved from data.gov.sg.|| Layer: School
 
  
Symbology: Categorised by `mainlevel_` attribute which indicates if an indicated point belongs to either centralised institute, junior college, mixed level, secondary or primary school. Each category is labeled with following color:<br>
+
=== Level of Schools ===
<br>
 
[[center]]<br>
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE I</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>ROAD SELECTION LINE AND MAP LINE
 
</span></span></p>
 
 
 
<br>
 
Color choices were contrasted differently from other components/layers for easy reference.
 
 
 
Processing: The initial dataset was geocoded using the MMQIS by its `address` field in order to retrieve `latlong` projection of the data points.
 
 
 
Data not found: <br>
 
- RAFFLES INSTITUTION, 1 RAFFLES INSTITUTION LANE.<br>
 
- BOWEN SECONDARY SCHOOL ,2 LORONG NAPIRI.
 
<br>
 
|-
 
| “Masterplan 2014 Landuse” dataset retrieved from data.gov.sg.|| Layer: Land Use
 
Symbology: Light Grey simple fill
 
 
 
 
[[File:Fig2.png|250px|center]]<br>
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE II</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>SCALE VISIBILITY
 
</span></span></p>
 
<br><br>
 
Visualisation Rule: The visibility of Land Use layer is automatically displayed as the user zooms in approximately 1-2 times.
 
 
 
|-
 
| SLA’s National Map Line retrieved from data.gov.sg.  <br> Road Selection Line dataset retrieved from SLA provided by Prof Kam (HandsOnEx1). || Layer: Map Line & Road Network
 
<br>
 
Visualisation Rule:
 
 
[[File:Fig3.png|250px|center]] <br>
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE III</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>ROAD SELECTION LINE AND MAP LINE
 
</span></span></p>
 
Processing: 2 datasets was used to represent different types of road. The national map line only provides expressway, major roads, international boundary and contour lines, the road selection data provides overall road network in Singapore. The  Map Line layer highlights its road types using the categorisation rule, applying different colours and line width to emphasize type of road. The minor road can be implied by excluding road network that belongs to express way, intersections, and major roads.
 
 
 
|-
 
| “MP14_SUBZONE_NO_SEA_PL” by URA retrieved from data.gov.sg.|| Layer: MP14_SUBZONE_NO_SEA_PL
 
Symbology: Light Brown simple fill
 
 
 
Was included to provide a macro view base layer as an optional display. The layer represents subzones that could be useful in interpreting where road networks or school is located.
 
 
 
OpenStreetMap view could also be used, however the subzone layer better express the subzone boundaries through a simple display.
 
 
 
|}
 
<br>
 
[[File:Image.jpg|700px|center]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE IV</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW OF THEMATIC MAPPING</span></span></p>
 
<br>
 
Firstly, the thematic mapping shown in figure 5 represents the default view of the map. School data points, map line and road network are shown on top of the OpenStreetMap.
 
<br>
 
[[File:Img2.png|300px|center]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE IV</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>MICRO VIEW OF LAND USE VISIBILITY WITH ROAD NETWORKS AND SCHOOL DATA POINTS
 
</span></span></p>
 
  
<br>
+
=== Road Network System ===
The land use data was set with automatic scale visibility, the overall land use layer will only be clearly visible as the user zooms in for interpretation. The land use data provides a micro level data of the indicative polygon of each development land parcel. Thus, there’s no need for this layer to be displayed in a more macro view as lines will not be value-adding to visualisation interpretation.
 
<br>
 
  
Next, the national map line only provides expressway (blue line), major roads (magenta line), international boundary and contour lines (excluded), while the road selection data provides overall road network in Singapore. Thus, achieving an overview of all types of road can be done by overlapping the road networks to retrieve minor road (red line) through overlapping as shown in figure V.
 
<br>
 
 
[[File:Img3.png|700px|center]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE VI</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>SUBZONE VIEW
 
</span></span></p>
 
 
[[File:Img4.png|700px|center]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE VII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OPENSTREETMAP VIEW
 
</span></span></p>
 
  
 +
=== 2014 Master Plan Landuse ===
 +
== Part Two: Choropleth Mapping ==
 +
=== 2010 Population Aged 65+ ===
 
<br>
 
<br>
The `MP14_SUBZONE_NO_SEA_PL` and OpenStreetMap layer (Figure VI & VII) were added as I believe that it might help in terms of data interpretation, eg: finding out where a junior college is located by subzones and its distance to major road where it's usually major road provides better transportation option/accessibility.
+
=== 2018 Population Aged 65+ ===
 
<br>
 
<br>
 +
=== 2010 Proportion Aged 65+ ===
 +
<br>
 +
=== 2018 Proportion Aged 65+ ===
 
<br>
 
<br>
<br>
+
=== Percentage Change From 2010 and 2018 ===
== Part 2: Choropleth Mapping ==
 
[[File:|center]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE VIII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>LAYERS EXPORTED
 
</span></span></p>
 
 
 
The choropleth mapping developed uses these following data and applied techniques:
 
 
 
==== Sources and Methods ====
 
 
 
{| class="wikitable"
 
|-
 
! Dataset !! Visualisation & Processing Technique
 
|-
 
| “Singapore Residents by Planning Area/Subzone, Age Group and Sex, June 2000 - 2018” from Department of Statistics Singapore.
 
||
 
Layer: respopagsex2000to2018_unfiltered
 
 
 
Processing:
 
1.
 
 
[[File: |center|600px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE IX</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FILTERING AGED POPULATION
 
</span></span></p>
 
 
 
2. .
 
 
 
 
[[File:|center|500px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE X</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>AGGREGATING DATA USING GROUPSTATS
 
</span></span></p>
 
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XI</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>IMPORTING GROUPSTATS GENERATED CSV USING CUSTOM DELIMITER
 
</span></span></p>
 
s:
 
a. `is.
 
b. ones.
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>DATA OVERVIEW OF IMPORTED GROUPSTATS DATA
 
</span></span></p>
 
 
 
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XIII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>DATA OVERVIEW OF IMPORTED GROUPSTATS DATA
 
</span></span></p>
 
 
 
4. Led.
 
5. We
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XIV</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>PROPORTION FIELD CREATION
 
</span></span></p>
 
 
 
 
 
 
 
a.
 
[[File:|center|300px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XV</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>DERIVING PERCENTAGE CHANGE
 
</span></span></p>
 
 
 
6. L
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
|-
 
| Singapore Master Plan 2014 Subzone and Planning Area 2014 boundary data retrieved from data.gov
 
||
 
 
 
 
 
 
 
1. `SumAgedPopulation2010_PA` layer joined with `sum_aged_pop_2010_pa` by matching attribute `PLN_AREA_N` and `Zone_ID_PA`.
 
a. Symbology (Natural Jenks):
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XVI</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>CATEGORISATION OF PLANNING AREA SUM AGED POPULATION DATA
 
</span></span></p>
 
 
 
 
 
 
 
 
 
2. `SumAgedPopulation2018_PA` layer joined with `sum_aged_pop_2018_pa` by matching attribute `PLN_AREA_N` and `Zone_ID_PA`.
 
a. Symbology (Natural Jenks):
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XVII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>CATEGORISATION OF PLANNING AREA SUM AGED POPULATION DATA
 
</span></span></p>
 
 
 
 
 
3. `SumAgedPopulation2010_SZ` layer joined with `sum_aged_pop_2010_sz` by matching attribute `SUBZONE_N` and `Zone_ID_SZ`.
 
a. Symbology (Natural Jenks):
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XVIII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>CATEGORISATION OF SUBZONE SUM AGED POPULATION DATA
 
</span></span></p>
 
 
 
4. `SumAgedPopulation2018_SZ`layer joined with `sum_aged_pop_2018_sz` by matching attribute `SUBZONE_N` and `Zone_ID_SZ`.
 
a. Symbology (Natural Jenks):
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XIX</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>CATEGORISATION OF SUBZONE SUM AGED POPULATION DATA
 
</span></span></p>
 
 
 
5. `ProportionAgedPopulation2010_SZ` layer joined with `propotion_aged_pop_2010` by matching attribute `SUBZONE_N` and `Zone_ID_SZ`.
 
a. Symbology (Natural Jenks):
 
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XX</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>CATEGORISATION OF SUBZONE PROPORTION AGED POP DATA
 
</span></span></p>
 
 
 
6. `ProportionAgedPopulation2018_SZ` layer joined with `propotion_aged_pop_2018` by matching attribute `SUBZONE_N` and `Zone_ID_SZ`.
 
a. Symbology (Natural Jenks):
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXI</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>CATEGORISATION OF SUBZONE PROPORTION AGED POP DATA
 
</span></span></p>
 
 
 
7. `Percentage_Change_SZ` layer joined with `2010_2018_percentage_change` by matching attribute `SUBZONE_N` and `Zone_ID_SZ`.
 
a. Symbology: Below is the configuration used for percentage change of aged population. The legend classification intervals were split into 2 ways, negative changes which represents a decrease change were categorised using an equal distribution from the minimum decrease value of -100% to 0. Next, Natural Breaks (Jenks) were used to classify the 5 next categories for the positive values to indicate. Due to its high variance value, the Jenks classification represents best for this case. Additionally, 2 distinct colours (red and blue) were used to appropriately display the nature of percentage change of the aged population from 2010 to 2018.
 
[[File:|center|500px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>CATEGORISATION OF SUBZONE PERCENTAGE CHANGE DATA
 
</span></span></p>
 
 
[[File:|center|500px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXIII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>3 BASE COLOR PICK FOR SUBZONE PERCENTAGE CHANGE DATA
 
</span></span></p>
 
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXIV</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>DATA LABELLING
 
</span></span></p>
 
 
 
For
 
 
 
 
[[File:|center|200px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXV</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>CATEGORISATION OF SUBZONE PERCENTAGE CHANGE DATA
 
</span></span></p>
 
 
 
 
 
Enabling each layer’s label can be done via `Layer Properties`.
 
 
 
|}
 
 
 
==== Data Interpretation ====
 
===== Aged population (+65) in 2010 and 2018 =====
 
 
 
[[File:|center|800px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXVI</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW MAP OF TOTAL AGED POPULATION IN 2010 BY PLANNING AREA
 
</span></span></p>
 
 
 
The plotted map a
 
 
 
 
 
[[File|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXVII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW MAP OF TOTAL AGED POPULATION IN 2018 BY PLANNING AREA
 
</span></span></p>
 
 
 
As we \
 
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXVIII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW MAP OF TOTAL AGED POPULATION IN 2010 BY SUBZONE WITH LABEL
 
</span></span></p>
 
 
 
 
 
Figure
 
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXIX</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW MAP OF TOTAL AGED POPULATION IN 2010 BY SUBZONE WITHOUT LABEL
 
</span></span></p>
 
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXX</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW MAP OF TOTAL AGED POPULATION IN 2018 BY SUBZONE WITHOUT LABEL THAT SHOWS INCREASE AGED POPULATION
 
</span></span></p>
 
 
 
 
 
Figure
 
 
 
 
 
 
 
[[File:|center|300px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXXI</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>LABELLING FOR TOTAL AGED POPULATION BY PLANNING AREA/SUBZONE
 
</span></span></p>
 
 
 
Fie map.
 
 
 
===== Proportional of aged population in 2010 and 2018 =====
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXXII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW MAP OF THE AGED POPULATION PROPORTION IN 2010 BY SUBZONE
 
</span></span></p>
 
 
 
 
 
 
[[File:|center|400px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXXIII</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW MAP OF THE AGED POPULATION PROPORTION IN 2018 BY SUBZONE
 
</span></span></p>
 
 
 
 
 
We
 
 
 
 
 
 
 
===== Percentage change of aged population between 2010 and 2018 =====
 
 
 
Percentage Change only include those that has non 0 value in year 2010. Thus if 2018 have  value it still doesn’t count as the percentage change is not valid,
 
 
 
 
 
 
[[File:|center|600px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXXIV</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW MAP OFPERCENTAGE CHANGE BETWEEN 2010 & 2018 BY SUBZONE WITH LABEL
 
</span></span></p>
 
 
 
 
 
 
Figu
 
 
 
 
 
[[File:|center|600px]]
 
<p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>FIGURE XXXV</span></span></p>
 
  <p class=MsoNormal align=center style='text-align:center;line-height:normal'><span
 
  lang=EN-GB style='font-size:8.0pt;font-family:"Times New Roman",serif;
 
  mso-fareast-font-family:"Times New Roman";font-variant:small-caps;color:white'><span
 
  style='color:windowtext'>OVERVIEW MAP OFPERCENTAGE CHANGE BETWEEN 2010 & 2018 BY SUBZONE WITHOUT LABEL
 
</span></span></p>
 
 
 
To conclude the observation
 
 
 
===== Exported Maps from Map Composer =====
 
[[File:Xg|center|800px]]
 
[[File:g|center|800px]]
 
[[File:pg|center|800px]]
 
[[File:X|center|800px]]
 
[[File:|center|800px]]
 
[[File:g|center|800px]]
 
[[File:g|center|800px]]
 
 
 
== References ==
 
[1] https://data.gov.sg/dataset/school-directory-and-information <br>
 
[2] https://data.gov.sg/dataset/master-plan-2014-land-use?resource_id=ea9f3b26-991f-48ea-ab58-e6b6d5fbaade <br>
 
[3] https://data.gov.sg/dataset/national-map-line <br>
 
[4] https://www.singstat.gov.sg/find-data/search-by-theme/population/geographic-distribution/latest-data <br>
 
[5] https://plugins.qgis.org/plugins/GroupStats/  <br>
 
[6] https://data.gov.sg/dataset/master-plan-2014-subzone-boundary-no-sea
 

Revision as of 10:57, 15 September 2019

Part One: Thematic Mapping

Level of Schools

Road Network System

2014 Master Plan Landuse

Part Two: Choropleth Mapping

2010 Population Aged 65+


2018 Population Aged 65+


2010 Proportion Aged 65+


2018 Proportion Aged 65+


Percentage Change From 2010 and 2018