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Housing Price Prediction

Project Overview

Description on project

Structure

/data          # Data directory containing datasets
    /raw       # Raw data files
    /processed # Processed data files
/notebooks     # Jupyter notebooks for analysis and modeling
Column Meaning
House Type Type of house (e.g., apartment, villa, duplex).
House Size Size of the house in square feet or square meters.
Location Specific area or neighborhood where the property is located.
City City in India where the property is situated.
Latitude Geographic latitude coordinates of the property location.
Longitude Geographic longitude coordinates of the property location.
Price Rental price of the house.
Currency Currency in which the price is denoted (e.g., INR - Indian Rupees).
Number of Bathrooms Total number of bathrooms in the house.
Number of Balconies Total number of balconies in the house.
Negotiability Indicates whether the price is negotiable (Yes/No).
Price per Square Foot Price of the house per square foot.
Verification Date Date when the rental information was verified.
Description Additional description or details about the property.
Security Deposit Amount of security deposit required for renting the property.
Status Indicates the furnishing status of the property (furnished, unfurnished, semi-furnished).

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