DOI: 10.57760/sciencedb.34467
title: POI dataset for the culture, sports, and tourism industry in Qiandongnan Prefecture, Guizhou Province
title: 贵州省黔东南州文体旅产业POI数据集

description: We obtained POI datasets for the years 2015, 2018, 2021, and 2024 in Qiandongnan Prefecture through the Gaode Map API service platform. When conducting data preprocessing, according to the national standard "Classification of National Economic Industries" (GB/T 4754-2017), six categories of POI data, including catering, accommodation, transportation facilities, scenic spots, shopping, and entertainment and leisure services, were extracted, corresponding to the six elements of tourism: "food", "accommodation", "transportation", "tourism", "shopping", and "entertainment". For research purposes, cultural industry POIs were selected from the entire set of POI data using keywords such as "wax printing" and "martyrs"; Using keywords such as "bullfighting arena", "village supermarket", "village BA", etc., filter and obtain sports industry POIs. Considering that existing keywords may not cover all relevant POIs, this study conducted multiple rounds of iterative screening and manually checked for omissions. To ensure mutually exclusive classification, delete data from the tourism industry that is the same as the cultural and sports industries. After removing blank values, three major datasets were obtained: "tourism industry", "cultural industry", and "sports industry". Finally, a total of 186977 pieces of coordinate data for the cultural, sports and tourism industry infrastructure were obtained (with coordinates unified as WGS-1984). This data is tabular data in CSV format, with a total of 186977 entries, including 5199 POI data entries for the cultural industry; The number of POI data in the sports industry is 5491; The POI data for the tourism industry is 176287. In the row label, "id" represents the data number of each POI point; 'name' represents the Chinese name of each POI data point; Type "," bigtype "," midtype ", and" smalltype "respectively represent the major, medium, and minor categories to which the POI point belongs; Lon-wgs84 "and" lat-wgs84 "represent the latitude and longitude coordinates of the point in the WGS-1984 coordinate system. 
description: We obtained POI datasets for the years 2015, 2018, 2021, and 2024 in Qiandongnan Prefecture through the Gaode Map API service platform. When conducting data preprocessing, according to the national standard "Classification of National Economic Industries" (GB/T 4754-2017), six categories of POI data, including catering, accommodation, transportation facilities, scenic spots, shopping, and entertainment and leisure services, were extracted, corresponding to the six elements of tourism: "food", "accommodation", "transportation", "tourism", "shopping", and "entertainment". For research purposes, cultural industry POIs were selected from the entire set of POI data using keywords such as "wax printing" and "martyrs"; Using keywords such as "bullfighting arena", "village supermarket", "village BA", etc., filter and obtain sports industry POIs. Considering that existing keywords may not cover all relevant POIs, this study conducted multiple rounds of iterative screening and manually checked for omissions. To ensure mutually exclusive classification, delete data from the tourism industry that is the same as the cultural and sports industries. After removing blank values, three major datasets were obtained: "tourism industry", "cultural industry", and "sports industry". Finally, a total of 186977 pieces of coordinate data for the cultural, sports and tourism industry infrastructure were obtained (with coordinates unified as WGS-1984). This data is tabular data in CSV format, with a total of 186977 entries, including 5199 POI data entries for the cultural industry; The number of POI data in the sports industry is 5491; The POI data for the tourism industry is 176287. In the row label, "id" represents the data number of each POI point; 'name' represents the Chinese name of each POI data point; Type "," bigtype "," midtype ", and" smalltype "respectively represent the major, medium, and minor categories to which the POI point belongs; Lon-wgs84 "and" lat-wgs84 "represent the latitude and longitude coordinates of the point in the WGS-1984 coordinate system.