House-Rental-Prediction

(Under Development)

About

• An application which predicts the monthly rental of a house based on the given attributes.
• A Macine Learning Project focused on predicting house prices for a house purchase.

Attributes:

• Id: listing id
• url: listing URL
• region: craigslist region
• region_url: region URL
• type: housing type
• sqfeet: total square footage
• beds:number of beds
• baths:number of bathrooms
• cats_allowed: cats allowed boolean (1 = yes, 0 = no)
• dogs_allowed: dogs allowed boolean
• smoking_allowed: smoking allowed boolean
• wheelchair_access: has wheelchair access boolean
• electric_vehicle_charge: has electric vehicle charger boolean
• comes_furnished: comes with furniture boolean
• laundry_options: laundry options available
• parking_options: parking options available
• image_url: image URL
• description: description by poster
• lat: latitude
• long: longitude
• state: state of listing
• price: rent per month (Target Column)

Dataset Citation:

• License CC0: Public Domain
• Domain Public
• Sources Craigslist.org
• Dataset owner Austin Reese
• Date created 2020-01-07

Implementation

Project access Link:

http://ec2-18-188-83-100.us-east-2.compute.amazonaws.com:8088

Project Code Link:

https://github.com/blurred-machine/Real-Estate-Rental-Pricing-Prediction

Project demo video Link:

https://www.youtube.com/watch?v=PO_off_VSnY&t

Author

• Paras Varshney