本研究通过对采集到的原始数据进行汇总和分析,为汽车零配件命名标准化各项研究提供原始数据支持。
本次数据采集以中国保险信息技术管理有限责任公司(以下简称“中国保信”)“事故车定损云平台”与中国保信上海分公司“车辆零配件标准数据库”零配件名称数据为依托,以EPC、主机厂数据为辅助。在每个地区选取3~5家保险公司、3~6家主机厂,按地区将各保险公司和主机厂的数据进行汇总并进行去重,剔除有效性较低的字段。经统计,保险公司和主机厂零配件数据名称涵盖全部车身覆盖件和易损件,总体分别达到全车零配件93%和87%,保险公司和主机厂数据不重复合并后的零配件总数占汽车零配件总数的97%,符合采集数据质量要求。
综上所述,可以推断本次采集的数据涵盖率高,数据质量优良,满足后续研究要求。
<<This paper provides support for researches on the standardization of auto parts names by gathering and analyzing the original data we collect.
Data in this research are based on the auto parts names of “Accident Vehicle Insurance Cloud Platform” of China Insurance Information Technology Management Co.,Ltd. (CIITC) and “Auto Parts Standard Database” of Shanghai branch,combining with data of EPC and Original Equipment Manufacturers at the same time.This paper selects 3 to 5 insurance companies and 3 to 6 Original Equipment Manufacturers from each area,and then gathers and removes duplicate data of insurance companies and Original Equipment Manufacturers according to the areas and eliminates lower effective fields.According to statistical analysis,auto parts names of insurance companies and Original Equipment Manufacturers cover all the automobile panels and vulnerable parts,separately achieve 93% and 87% of the whole auto parts.The of auto parts of insurance companies and Original Equipment Manufacturers occccpies 97% of the whole auto parts after the eliminating data duplication process,which meets the requirements of data acquisition.
In conclusion,it can be inferred that the data we collect achieve a high coverage and data quality is excellent,which meets the requirements of further research.
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