top of page
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
MISSING VALUES TREATMENT
-
Missing values in dataset
-
Multiple Imputation: Statistical technique for predicting incomplete values and completing dataset
-
Assumption: Data missing at random
FURTHER DATA PREPARATION
-
Removed likely to be correlated predictors
-
Remove size, correlated with house type
-
Normalized house price by size
bottom of page