apartment_apps: Apartment Apps

In sdcastillo/ExamPAData: Data Sets for Predictive Analytics Exam

Apartment Apps

Description

Apartment applications as used in ExamPA.net’s Practice Exam

Usage

apartment_apps

Format

data.frame, 1430 observations of 41 variables:

applicants

The total number of people who apply for a lease at that apartment building, including all apartment units.

sale_price

The sale price of each apartment unit.

num_units

The number of units in the apartment building.

year_sold

Year that apartment building was sold or remodeled.

month_sold

Month that apartment building was sold or remodeled.

overall_qual

Rates the overall material and finish of the building on a scale from 1 to 10 with 10 being the best and 1 being the worst.

total_sq_feet

Total square feet.

gr_liv_area

Above ground living area in square feet.

tot_bathrooms

The number of bathroom of each unit.

lot_area

Lot size in square feet.

exter_qual

Rates the external quality of the building on a scale from 1 to 10 with 10 being the best and 1 being the worst.

full_bath

The number of full-size bathroom in each unit.

central_air

Whether or not each unit has a central air conditioning system (1 = yes, 0 = no).

garage_type_attchd

1 = Attached garage.

garage_type_basment

1 = Basement garage.

garage_type_builtIn

1 = Build in garage.

garage_type_detchd

1 = Detached garage.

garage_type_no_garage

1 = No garage.

NeighborhoodBrDale

1 = Dale

neighborhood_brk_side

1 = Brookside.

neighborhood_clear_cr

1 = Clear Circle.

neighborhood_collg_cr

1 = College Circle.

neighborhood_crawfor

1 = Crawford.

neighborhood_edwards

1 = Edwards.

neighborhood_gilbert

1 = Gilbert.

neighborhood_idottrr

1 = DOTRR.

neighborhood_meadowv

1 = Meadow.

neighborhood_mitchel

1 = Mitchel.

neighborhood_n_ames

1 = North Ames

neighborhood_n_ridge

1 = North Ridge.

neighborhood_n_ridge_hghts

1 = North Ridge Heights.

neighborhood_n_w_ames

1 = North West Ames.

neighborhood_old_town

1 = Old Town.

neighborhood_sawyer

1 = Sawyer.

neighborhood_sawyer_w

1 = Sawyer West.

neighborhood_somerst

1 = Somer St.

neighborhood_stone_br

1 = Stone Bridge.

neighborhood_swisu

1 = SWISU.

neighborhood_timber

1 = Timber.

neighborhood_veenker

1 = Veenker.

neighborhood_saleprice

The mean sale price for all units in that neighborhood.

sdcastillo/ExamPAData documentation built on Feb. 22, 2025, 11:41 a.m.