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Selected Dataset

The Data Sets we will be using for our analysis and for our application is listed below:

Dataset/Source	Data Attributes	Rationale of Usage
Resale Flat Price (Jan 2015 - Aug 2019) (https://data.gov.sg/dataset/resale-flat-prices?resource_id=42ff9cfe-abe5-4b54-beda-c88f9bb438ee)	Month Town Flat type Block Street Name Storey range Floor Area sqm Flat Model Lease Commence Date Remaining Lease Resale Price	This dataset will be used to understand the resale transacted price and see the price trend change over year.

Background Survey

Our team did background research on the topic before creating the storyboards. It will expose us to the different types of charts and graphs that we can use for the project and consider how we can make it better. Some of the visualisations that we draw inspiration from are as follows:

Reference of Other Interactive Visualization	Learning Points
Title: Historical Average of HDB Resale Prices in Ang Mo Kio Source: https://getaflat.herokuapp.com/charts	This is a time-series chart which allow users to see the trend in resale prices by room type over time The axis titles are missing We will be using this chart as a reference and improving it by adding filters such as the age of flat and story range
Title: Distribution of 4-Room HDB Resale Prices By Town Source: https://public.tableau.com/profile/priyadarsan.shankar#!/vizhome/Singapore4-ROOMHDBresalepricesvisualization/HDBdashboard	The box plots can be used to identify towns with high median resale prices Outliers can be identified easily and we can see if the data is skewed
Title: Singapore Property Prices Heatmap Source: https://www.greyloft.com/singapore/property-prices-heatmap	The heatmap focuses on the price per square foot by district. Users can select the date range The tooltips provide more information on the trend, the number of transactions and towns within the district Easy to interpret the chart and the legends are useful. The Central area stands out well. Good colour choice to represent the high price per sqf We will do a heatmap on the average resale price by town and provide more information in the tooltip
Title: Heat Map of Median Resale Price Source: https://public.tableau.com/profile/darrick8462#!/vizhome/HDBResaleAnalysisDDO/HDBRESALEDASHBOARD	The heat map shows the relationship between flat type and the storey range We can improve this further by creating a heatmap based on an additional field called Estate Type (mature and non-mature estates)