| miami {shapviz} | R Documentation |
Miami-Dade County House Prices
Description
The dataset contains information on 13,932 single-family homes sold in Miami-Dade County in 2016. Besides publicly available information, the dataset creator Steven C. Bourassa has added distance variables, aviation noise as well as latitude and longitude.
More information can be found open-access on https://www.mdpi.com/1595920.
The dataset can also be downloaded via miami <- OpenML::getOMLDataSet(43093)$data.
Usage
miami
Format
A data frame with 13,932 rows and 17 columns:
- PARCELNO
unique identifier for each property. About 1% appear multiple times.
- SALE_PRC
sale price ($)
- LND_SQFOOT
land area (square feet)
- TOT_LVG_AREA
floor area (square feet)
- SPEC_FEAT_VAL
value of special features (e.g., swimming pools) ($)
- RAIL_DIST
distance to the nearest rail line (an indicator of noise) (feet)
- OCEAN_DIST
distance to the ocean (feet)
- WATER_DIST
distance to the nearest body of water (feet)
- CNTR_DIST
distance to the Miami central business district (feet)
- SUBCNTR_DI
distance to the nearest subcenter (feet)
- HWY_DIST
distance to the nearest highway (an indicator of noise) (feet)
- age
age of the structure
- avno60plus
dummy variable for airplane noise exceeding an acceptable level
- structure_quality
quality of the structure
- month_sold
sale month in 2016 (1 = jan)
- LATITUDE, LONGITUDE
Coordinates