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WHERE DREAMS COME HOME
Home is where the heart is. And we help you and your businesses find a place to feel at home at the most reasonable price in New York City.
Based on web scraping data from Zillow, an online real estate database company which was founded in 2006, we applied multiple analytics tools to dig into the pricing relationships with all the features captured.
RealEstate Pricing Analysis of New York City
Data Analytics Project based on Zillow.com
PREDICTORS SELECTION BY LINEAR LASSO MODEL
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House type condo
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House type townhouse
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No of baths
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House type single family
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Income Inequality
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Unemployment rate
MOST RELEVANT PREDICTORS
Optimized lambda = 1
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No of beds
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No of baths
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House type: condo, multi-family, single-family, townhouse
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Income inequality
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Education level
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Population density
(+)
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Race diversity
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Unemployment rate
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Poverty rate
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No of serious crimes
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Housing standard violations
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Home ownership
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Distance to Central Park
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Distance to Financial District
(-)
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