临海市家用电动三轮车保险投保出险系数评级分析数据

客户购买家用电动三轮车“安心行”系列产品之后，保险公司运用大数据平台对全市家用电动三轮车“安心行”系列产品的投保出险系数进行实时分析计算，并对该项险种的投保出险系数进行评级分析。分析结果可以体现该项险种的出险概率和市场前景，为保险公司合理制定营销策略提供数据支撑，同时帮助政府主管部门了解该地区家用电动三轮车使用风险。1.数据运算：投保出险系数P=（日出险保单数/年出险保单数）×（日度获保电动三轮车数/年度获保电动三轮车数）×10000，其中，日度获保电动三轮车数=日度新参保电动三轮车数+日度续保电动三轮车数，年度获保电动三轮车数=年度新参保电动三轮车数+年度续保电动三轮车数。年度统计周期是指以投保日期当日往前的一年周期。 2.数据分析：对计算所得的投保出险系数P进行评级分析，当P≥1时，为高出险率险种；当0.67≤P＜1时，为较高出险率险种；当0.33≤P＜0.67时，为中等出险率险种；当0.1≤P＜0.33时，为较低出险率险种；当P＜0.1时，为低出险率险种。After customers purchase the "Anxinxing" series household electric tricycles, insurance companies utilize big data platforms to perform real-time analysis and calculation of the insurance claim risk coefficient for the entire city's "Anxinxing" series household electric tricycles, and conduct rating analysis on the claim risk coefficient of this insurance coverage. The analysis results can reflect the claim probability and market outlook of this insurance product, providing data support for insurance companies to reasonably develop marketing strategies, while also assisting government regulatory authorities in understanding the usage risks of household electric tricycles in this region. 1. Data Calculation: The insurance claim risk coefficient P is calculated as: P = (Number of daily claim policies / Number of annual claim policies) × (Number of daily insured electric tricycles / Number of annual insured electric tricycles) × 10000 Where: - Number of daily insured electric tricycles = Number of newly insured electric tricycles on the day + Number of renewed electric tricycles on the day - Number of annual insured electric tricycles = Number of newly insured electric tricycles within the year + Number of renewed electric tricycles within the year The annual statistical cycle refers to the one-year period counting backward from the date of policy purchase. 2. Data Analysis: Rating analysis is carried out on the calculated insurance claim risk coefficient P as follows: - High claim rate insurance: when P ≥ 1 - Relatively high claim rate insurance: when 0.67 ≤ P < 1 - Medium claim rate insurance: when 0.33 ≤ P < 0.67 - Relatively low claim rate insurance: when 0.1 ≤ P < 0.33 - Low claim rate insurance: when P < 0.1

搜集汇总

背景与挑战

背景概述

该数据集包含临海市家用电动三轮车保险的投保和出险数据，通过计算投保出险系数P并进行评级分析，帮助保险公司制定营销策略和政府了解使用风险。