Difference between revisions of "ISSS608 2016-17 T1 Assign1 Franky Eddy"
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[[File:Flat Model 2015.png]] | [[File:Flat Model 2015.png]] | ||
| − | From the graph, it can be seen that there are | + | From the graph, it can be seen that out of 18 different flat models, there are 4 flat models that contributes to up to 80% of all sales. They are: Model A (29.35%), Improved (26.15%), New Generation (17.51%), and Premium Apartment (8.91%). |
=== Flat Type === | === Flat Type === | ||
[[File:Flat Type 2015.png]] | [[File:Flat Type 2015.png]] | ||
| + | |||
| + | Based on the graph, it can be seen that there are 3 room (28.02%), 4 room (40.16%), and 5 room (23.34%) flat type made up more than 90% of all sales. | ||
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=== Distribution of Area === | === Distribution of Area === | ||
Revision as of 00:24, 29 August 2016
Contents
Abstract
Abstract
Problem and Motivation
The following are the questions that are needed to be answered:
- What are the shares of the resale public housing supply in 2015 (at least three observation),
- What are the distribution of the resale public housing prices in 2015 (at least three observation), and
- With reference to the findings, compare the patterns of the first-half of 2016 with the patterns of 2015.
Approaches
Getting the Data
The first thing to do is getting the data. The data is downloaded from data.gov.sg, the national data portal of Singapore. The data that will be used is Resale Flat Prices data from March 2012 onwards. https://data.gov.sg/dataset/resale-flat-prices
Data Preparation
After getting the data, the next step is exploring and preparing the data so that further analysis can be done.
Analysis
After exploring and preparing the data, analysis of the data can be done by using Tableau 10.0.
Tools Utilized
The only tool used is Tableau 10.0.
Results
There are 3 results:
Flat Model
From the graph, it can be seen that out of 18 different flat models, there are 4 flat models that contributes to up to 80% of all sales. They are: Model A (29.35%), Improved (26.15%), New Generation (17.51%), and Premium Apartment (8.91%).
Flat Type
Based on the graph, it can be seen that there are 3 room (28.02%), 4 room (40.16%), and 5 room (23.34%) flat type made up more than 90% of all sales.
Distribution of Area
.png)
Distribution of The Resale Public Housing Prices in 2015
Resale Price Distribution in 2015
Resale Price by Flat Type in 2015
Resale Price by Flat Model in 2015
Comparison of The Patterns of The First-Half of 2016 with The Patterns of 2015
Comparison of Flat Type
.png)
Comparison of Flat Model
.png)
