Reproducible materials for: Coffee–tea cultural spaces in Jinan and Qingdao, 2018–2024

This repository provides the minimal public dataset and reproducible analysis code necessary to reproduce the main analytical tables and figure-level data reported in the manuscript on coffee–tea cultural spaces in Jinan and Qingdao, China, 2018–2024. The shared files include the final 500-m study grid, the grid-year analytical dataset, and the author-generated notebooks and utility code used to reproduce the analytical outputs reported in the manuscript. Raw shop-level POI records are not redistributed because they were obtained from third-party platforms and map services and are subject to licensing and redistribution restrictions.