New-Delhi-Rental-Listings

Context
The dataset is from a rental price prediction project I did. Includes different types of properties (Apartments, Independent floors, Independent houses, Villas etc.)
It contains 12000 rental listings from a popular real estate website. It can be used for rental prediction projects, analysis of areas of affluence etc.
Content
The dataset multiple quantitative, categorical and co-ordinate features including :

Data about the houses :
sizesqft,
propertyType,
bedrooms,
Data about the locality of the house :
latitude,
longitude,
localityName,
suburbName,
cityName,
Asking Rent :
price,
Property agency :
companyName,
Distance to closest landmarks (geodesic distance, not driving-road distance) :
closestmterostationkm,
APdistkm (Indira Gandhi International Airport),
Aiimsdistkm (All India Institute of Medical Science - major government hospital),
NDRLWdist_km (New Delhi Railway Station),

Heatmap of Data
Red Vmax for monthly rent of Rs. 2lakh/mo and above.