Apartment for rent classified

Donated on 12/25/2019

This is a dataset of classified for apartments for rent in USA.

Dataset Characteristics

Multivariate

Subject Area

Business

Associated Tasks

Classification, Regression, Clustering

Feature Type

-

# Instances

10000

# Features

22

Dataset Information

Additional Information

The dataset contains of 10'000 or 100'000 rows and of 22 columns The data has been cleaned in the way that column price and square_feet never is empty but the dataset is saved as it was created. Can be used for different machine learning tasks such as clustering, classification and also regression for the squares feet column

Has Missing Values?

No

Variable Information

Provide information id = unique identifier of apartment category = category of classified title = title text of apartment body = body text of apartment amenities = like AC, basketball,cable, gym, internet access, pool, refrigerator etc. bathrooms = number of bathrooms bedrooms = number of bedrooms currency = price in current fee = fee has_photo = photo of apartment pets_allowed = what pets are allowed dogs/cats etc. price = rental price of apartment price_display = price converted into display for reader price_type = price in USD square_feet = size of the apartment address = where the apartment is located cityname = where the apartment is located state = where the apartment is located latitude = where the apartment is located longitude = where the apartment is located source = origin of classified time = when classified was created bout each attribute in your data set.

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