4G Base Station Sites

该数据集包含了来自电信运营商的10万个4G基站站点信息，这些信息涉及5G部署的选址和规划。数据集覆盖了每个站点的多项特征，并跨越了三年内5G项目的10个阶段。每条记录代表了从1000个候选地点中选出的300个站点，数据集包含了用户特征、租金费用、环境特征以及投诉记录等要素。该数据集的规模为10万个站点，共计500条评估记录，其任务是对5G部署的基站站点进行选址。This dataset includes 100,000 4G base station site records sourced from a telecommunications operator, with the information relevant to site selection and planning for 5G deployment. It covers multiple attributes of each individual site, and spans 10 phases of 5G projects over a three-year period. Each record represents 300 selected base station sites out of 1,000 candidate locations. The dataset encompasses various features including user characteristics, rental costs, environmental attributes, and complaint records. With a total scale of 100,000 base station sites and 500 evaluation records in total, the core task of this dataset is site selection for 5G-deployed base stations.

搜集汇总

背景与挑战

背景概述

该数据集是一个包含10万个4G基站站点信息的资源，用于5G部署的选址和规划，覆盖了三年内5G项目的10个阶段，每条记录代表从候选地点中选出的站点，涉及用户特征、租金费用、环境特征和投诉记录等要素，共计500条评估记录。