Dataset on Price and basic information of residential units in Nanning

Description

To better frame their influence on housing prices, we organized the diverse set of influencing variables into four conceptual dimensions that are considered in house price determination: housing-specific traits, proximity to essential services, natural and environmental surroundings, and urban form and locational dynamics

Steps to reproduce

1.Geospatial coordinates of properties-Gaode Map APi-https://lbs.amap.com/ 2.AQI monitoring data- Nanning Municipal Ecological Environment Bureau 3.Population density (1km grid)- LandScan Dataset from national earth system science data center 4.Land use classification-National-scale land cover map（SinoLC- 1m）-https://doi.org/10.1016/j.isprsjprs.2022.08.008 5.Housing attributes (e.g. green rate, property fees)-Web scraping from Anjuke, Lianjia etc.

Institutions

• Sun Yat-Sen University

  Guangdong, Guangzhou

Categories

Licence