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The dataset contains information on 13,932 single-family homes sold in Miami .

Content

The dataset contains the following 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