医送车型需求分析数据
收藏资源简介：
通过对哆啦医送平台收集到的医送运单的发收货地址、货品名称、所选车型、运单公里数、货品重量等数据进行计算分析，按照一定的算法规则计算出各医送车型需求指数，该车型需求指数在一定程序上反映了江浙沪地区该医送车型的需求数量，公司可以据此准备每日可用的相应车型车辆的数量，包括自有车辆及吸收相应车型司机入驻本公司医送平台，提升接单效率，提高客户体验感和满意度，同时通过发布该医送车型需求指数也可让相关运输企业及个体运输户做好相关准备，有利于推进该地区零散医送市场的健康发展。一是数据采集由本公司哆啦医送平台收集数据，每日更新、每月汇总；二是数据处理由公司业务管理部门对收集到的数据进行汇总、分类、整理、查错等处理；三是数据分析，对收集到的近三个月内的该车型被选次数、公里总数、货品重量总数先进行汇总，然后按下列公式进行计算：该车型需求指数Z=（近三个月该车型被选次数A÷90）×（近三个月该车型公里总数B÷90÷360）×（近三个月该车型货品重量总数C÷90÷1500）,指数Z保留两位小数，公司按车型需求指数准备相应的车型数量，包括自有车辆及吸收入驻的社会车辆，数据每日更新，每月进行汇总分析，适时调整；四是数据应用，通过对车型需求指数进行分析，初步确定公司需要准备的各车型数量，在提升效率、提高客户体验感和满意度的基础上，做到车辆成本与效率的平衡，同时通过发布该医送车型需求指数也可让相关运输企业及个体运输户做好相关准备，有利于推进该地区零散医送市场的健康发展。
This dataset is generated through calculation and analysis of medical delivery waybill data collected from the Dora Medical Delivery platform, including shipping and receiving addresses, cargo names, selected vehicle types, waybill mileage, cargo weight and other relevant metrics. A vehicle demand index is calculated for each medical delivery vehicle type based on predefined algorithmic rules, which roughly reflects the demand scale of the corresponding vehicle type in the Jiangsu, Zhejiang and Shanghai (JZS) region. The company can use this index to determine the daily number of available vehicles of each type, including both owned vehicles and recruited drivers of corresponding vehicle types joining the Dora Medical Delivery platform, so as to improve order acceptance efficiency, customer experience and satisfaction. Moreover, releasing this vehicle demand index can help relevant transportation enterprises and individual transporters make adequate preparations, which facilitates the healthy development of the scattered medical delivery market in this region. The dataset construction process includes four parts: 1. Data Collection: Data is collected by the Dora Medical Delivery platform, updated daily and aggregated monthly. 2. Data Processing: The company's business management department conducts aggregation, classification, organization and error-checking on the collected data. 3. Data Analysis: First, aggregate the number of times the target vehicle type was selected (A), total mileage (B) and total cargo weight (C) over the past three months. Then calculate the vehicle demand index Z using the following formula: Z = (A / 90) * (B / (90 * 360)) * (C / (90 * 1500)), where Z is rounded to two decimal places. The data is updated daily, aggregated and analyzed monthly for timely adjustment. 4. Data Application: By analyzing the vehicle demand index, the company can preliminarily determine the number of each vehicle type to prepare, achieving a balance between vehicle costs and efficiency while improving efficiency, customer experience and satisfaction. Additionally, releasing this medical delivery vehicle demand index can help relevant transportation enterprises and individual transporters make adequate preparations, which is conducive to promoting the healthy development of the scattered medical delivery market in the JZS region.
