smolgeat / nyc_property_sales

Web app that predicts the price of NYC properties using multiple models

NYC_property_sales

Overview

NYC rolling sale data from April 1 2019 to March 31, 2020

• Data downloaded from NYC Open Data
• Glossary of terms here
• NYC building class code description here
• Zip codes downloaded here

Codes

Borough	Code
Manhattan	1
Bronx	2
Brooklyn	3
Queens	4
Staten Island	5

EDA

Feature ranking	Feature number	Feature name
1	2	Block
2	9	Gross square feet
3	3	Lot
4	4	Zipcode
5	8	Land square feet
6	10	Year built
7	6	Commerical units
8	7	Total units
9	1	Building Class Category
10	0	Borough
11	11	Tax class at time of sale
12	5	Residential units

Files

nyc-rolling-data.csv

NYC_EDA.ipynb

NYC_model_puilding.ipynb