Difference between revisions of "Assignment Dropbox"

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== ISSS608_2016-17_T1_Assign1_YE JIATAO ==
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[[Image:vaa1.jpg|250px]]
 
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<font size = 5; color="#FFFFFF">ISSS608 Visual Analytics and Applications</font>
 
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</div>
 
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<!--MAIN HEADER -->
 
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{|style="background-color:#1B338F;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0"  |
 
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| style="font-family:Century Gothic; font-size:100%; solid #000000; background:#2B3856; text-align:center;" width="25%" |
 
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[[Course_information| <font color="#FFFFFF">About</font>]]
 
  
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| style="font-family:Century Gothic; font-size:100%; solid #1B338F; background:#2B3856; text-align:center;" width="25%" |
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== Abstract ==
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;
 
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[[Mini_Assignment| <font color="#FFFFFF">Mini Assignment</font>]]
 
  
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| style="font-family:Century Gothic; font-size:100%; solid #1B338F; background:#2B3856; text-align:center;" width="25%" |
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In Singapore, everyone wants to own their dream house. For the young who just start working, resale house would be a good choice as their first bulk commodity. In this project, we would present some useful information and insight regarding to resale housing market in Singapore using data visualisation, which can help our viewers grab a whole picture about the resale housing market in SG. In this case, we would focus on answering several significant considerations firstly come to mind when we want to purchase a house in SG, such as, location, price, flat type and so on. The dataset we used in this project is Resale Flat records from March 2012 to Jun 2016 took from [https://data.gov.sg/dataset/resale-flat-prices data.gov.sg].
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;
 
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[[Major_Assignment| <font color="#FFFFFF">Major Assignment</font>]]
 
  
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| style="font-family:Century Gothic; font-size:100%; solid #1B338F; background:#2B3856; text-align:center;" width="25%" |
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== Problem ==
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;
 
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[[Assignment_Dropbox| <font color="#FFFFFF">Assignment Dropbox</font>]]
 
  
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|  &nbsp;
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Imagine you want to buy your new house in Singapore, what questions do you need to answer yourself before you take action. In this project, we provide some insight about 3 most important considerations we need to go through before we come to the final decision to purchase a new house in Singapore. These 3 issues we include are:
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|}
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# Price. The price of a resale house definitely would be the first thing come into mind when we want to buy a new house, which can be further separate into 2 question -- "How much can I afford?" and "What is the resale housing supply condition within my budget in market?".
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<br/>
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# Attributes of Resale House. What kind of house do we want to buy would be another aspect we need to go through. Actually, this issue can be decoded into several subset in this case -- "What about the location for the house?", "What is the type of the flat?" and "What floor range do you like?" .
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# Time Series of Price and Supply Change. The price and supply would change time to time in housing market. Form historical data, we may find some pattern in terms of the price and supply change of resale houses, which make us a advantage in resale housing market.
  
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{| class="wikitable centered" width="90%"
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To come up with the answers for the 3 problems above, the main variables and considerations we take into account in this project include:
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!Student Name
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# Resale Housing Supply in terms of various flat types.
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!Assignment 1
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# Resale Housing Supply in terms of various location (Town).
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!Assignment 2
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# Resale Housing Supply in terms of various floor range.
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!Assignment 3
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# Resale Housing Supply change monthly in 2015.
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# Resale Housing Price Distribution.
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# Resale Housing Price in terms of various location.
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# Resale Housing Price in terms of various flat type.
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# Resale Housing Price change monthly.
  
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|-
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|width="20%"|<!-- Student Name--> Abhinav Ghildiyal
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
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== Approaches ==
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
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[[File:Assign 01.jpg|thumbnail|center]]
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
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|-
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== Tools Utilised ==
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|width="20%"|<!-- Student Name--> Aditya Hariharan
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
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== Result ==
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|-
 
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|width="20%"|<!-- Student Name--> Agrim Gairola
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|-
 
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|width="20%"|<!-- Student Name--> Alvin Yuen Keen Peng
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|-
 
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|width="20%"|<!-- Student Name--> Arcchit Mittal
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|-
 
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|width="20%"|<!-- Student Name--> Chan Lun Wesley Fabrice Lab Sane
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|-
 
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|width="20%"|<!-- Student Name--> Chen Yifan
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|-
 
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|width="20%"|<!-- Student Name--> Chia Yong Jian
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|-
 
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|width="20%"|<!-- Student Name--> Chris Thng Ren Jing
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Frandy Eddy
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Franky Eddy
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Goh Kar Hock Raymond
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Ho Li Chin
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Karan Jyoti Khanna
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Michael Ng Wai Ting
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Kee bei Jia
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Krutika Balveer Choudhary
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Kuar Kah Ling
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]]
 
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|width="20%"|<!-- Student Name--> Lee Gwo Mey
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Lee Mei Hui Cheryl
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Li Dan
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Li Nanxun
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Lim Hui Ting Jaclyn
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Liu Jialin
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Meenakshi Gopalakrishnan
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Mukund Krishna Ravi
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Nguyen Tien Duong
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Ong Han Ying
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Parikshit Ravindra Mayee
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Prasongthanakit Kanokkorn
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Qiao Zihan
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Serene Su Shihui
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Shishir Pravin Nehete
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Shyamal Srivastava
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Strong Shanna Elizabeth
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Teo Kwee Ang
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Thian Fong Mei
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Vaishnavi Adaikalam Muthukrishnan Savariammal
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Vishal Bansal
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Wan Xulang
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Wei Jingxian
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Wong Yung Lee
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|-
 
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|width="20%"|<!-- Student Name--> Xi Qiuyun
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Xu Qiuhui
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Yang Yuwei
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Ye Jiatao
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Yeo Bing Zhao
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Zhang Jinchuan
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Zhang Zhe
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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|width="20%"|<!-- Student Name--> Zhao Jianzhuang
 
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|width="5%"|<!-- Assignment 1--> [[ISSS608_2016-17_T1_Assign1_XXX]]
 
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|width="5%"|<!-- Assignment 2--> [[ISSS608_2016-17_T1_Assign2_XXX]]
 
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|width="5%"|<!-- Assignment 3--> [[ISSS608_2016-17_T1_Assign3_XXX]]
 
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Revision as of 01:02, 26 August 2016

ISSS608_2016-17_T1_Assign1_YE JIATAO

Abstract

In Singapore, everyone wants to own their dream house. For the young who just start working, resale house would be a good choice as their first bulk commodity. In this project, we would present some useful information and insight regarding to resale housing market in Singapore using data visualisation, which can help our viewers grab a whole picture about the resale housing market in SG. In this case, we would focus on answering several significant considerations firstly come to mind when we want to purchase a house in SG, such as, location, price, flat type and so on. The dataset we used in this project is Resale Flat records from March 2012 to Jun 2016 took from data.gov.sg.

Problem

Imagine you want to buy your new house in Singapore, what questions do you need to answer yourself before you take action. In this project, we provide some insight about 3 most important considerations we need to go through before we come to the final decision to purchase a new house in Singapore. These 3 issues we include are:

  1. Price. The price of a resale house definitely would be the first thing come into mind when we want to buy a new house, which can be further separate into 2 question -- "How much can I afford?" and "What is the resale housing supply condition within my budget in market?".
  2. Attributes of Resale House. What kind of house do we want to buy would be another aspect we need to go through. Actually, this issue can be decoded into several subset in this case -- "What about the location for the house?", "What is the type of the flat?" and "What floor range do you like?" .
  3. Time Series of Price and Supply Change. The price and supply would change time to time in housing market. Form historical data, we may find some pattern in terms of the price and supply change of resale houses, which make us a advantage in resale housing market.

To come up with the answers for the 3 problems above, the main variables and considerations we take into account in this project include:

  1. Resale Housing Supply in terms of various flat types.
  2. Resale Housing Supply in terms of various location (Town).
  3. Resale Housing Supply in terms of various floor range.
  4. Resale Housing Supply change monthly in 2015.
  5. Resale Housing Price Distribution.
  6. Resale Housing Price in terms of various location.
  7. Resale Housing Price in terms of various flat type.
  8. Resale Housing Price change monthly.


Approaches

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Tools Utilised

Result

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