DATA
Our model uses a combination of regional/property data and macro economic data.
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Trulia property listing dataset ​(link)
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Focus on Single Family Home with at least one image
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Homes have to be from non-auction
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Macro Datapoints including:
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GDP Change
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Property Inventory
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# of Unemployed People
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Population Estimates
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Exploratory Data Analysis
Correlation Matrix between Property Price and Key Features
Price is correlated with # of Beds, # of Baths, and Median Household Income
Average Price by State
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California, New York and Massachusetts have higher average price homes
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Michigan has lower average price home
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