Processed data supporting the study of urban land operational performance in ten Yangtze River Delta cities

Description

Processed, analysis-ready city-year and city-level data, aggregated Baidu heat profiles, and derived result tables supporting a study of urban land operational performance in ten Yangtze River Delta cities. Original source files and fine-grained records are not redistributed because of third-party access and reuse constraints.

Steps to reproduce

Download the four CSV files in the data folder and read them as UTF-8 encoded files. Use DATA_DICTIONARY.md to identify variable definitions, units and time coverage. Use 01_city_year_panel_processed.csv as the main city-year dataset for 2012-2022. Use 02_city_external_validation_processed.csv for the 2022 city-level external-validation analysis, 03_baidu_city_hour_profile_aggregated.csv for city-by-hour behavioural profiles, and 04_city_efficiency_summary_processed.csv for city-level descriptive summaries. Blank cells indicate missing values and should not be treated as zero or automatically imputed. The Baidu heat and built-environment variables are external-validation measures and should not be treated as annual covariates in the 2012-2022 panel. The repository contains processed and aggregated data only. Original spreadsheets, source yearbooks, daily or grid-level records and source files are not included.

Institutions

• Zhejiang University of Finance and Economics

  Zhejiang, Hangzhou
• Nanjing University

  Jiangsu, Nanjing

Categories

Licence