车辆运力评估

对应月份、总行驶里程、总行驶时长、活跃日日均里程、活跃日日均时长、单次通行平均里程、总重量、活跃日日均重量、单次平均重量、总预估高速金额、总通行次数、活跃日平均高速金额、单次平均高速金额；Top5行程路线、线路起终点、线路车次、线路总里程、线路平均时长、线路预估金额、货物周转量、运输饱和度、空载率、Top10货源地、Top10货源地运输量分布、Top10货源地货物运输频次分布、货源离散程度主要货源地高速返程比例、主要货源地返程平均货重、主要货源地返程空载比例corresponding month, total driving mileage, total driving duration, average daily mileage on active days, average daily duration on active days, average mileage per single trip, total cargo weight, average daily cargo weight on active days, average cargo weight per trip, total estimated expressway toll, total number of trips, average daily expressway toll on active days, average expressway toll per trip; Top 5 travel routes, route origin and destination, route trip number, total route mileage, average route duration, estimated route toll, cargo turnover volume, transport saturation, idling rate, Top 10 cargo origins, distribution of transportation volume across Top 10 cargo origins, distribution of cargo transportation frequency across Top 10 cargo origins, cargo source dispersion degree, expressway return trip proportion of major cargo origins, average cargo weight on return trips of major cargo origins, idling rate on return trips of major cargo origins

搜集汇总

背景与挑战

背景概述

该数据集包含车辆运输效能的多维度评估指标，涵盖基础运营数据（里程、时长、重量、费用）和深度分析维度（Top路线特征、货源地分布及返程效率）。通过运输饱和度、空载率等专业指标全面反映运力使用情况。