# GVU-Spring-2025-DATA-454-Project-2 — Data

来源：https://www.kaggle.com/competitions/gvu-spring-2025-data-454-project-1/data

采集时间：2026-10-20T01:51:34Z

## Dataset Description

The dataset contains information on 13,932 single-family homes sold in a major U.S. city. 


## Files

*   **train.csv** - the training set
*   **test.csv** - the test set
*   **sample_submission.csv** - a sample submission file in the correct format

## Columns

- `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`