基于数据中台的药品安全舆情数据分析及实现

Implementation and Analysis of Drug Safety Public Opinion Based on Data Middle Platform

在互联网和大数据背景下,药品安全舆情因其影响力广、突发性强的特点日益受到政府监管部门的高度重视。然而,不少药品安全舆情数据的数据质量未得到充分保证,业务部门难以直接使用。为了更好地发挥舆情数据的价值,基于数据中台的概念,面向药品安全舆情领域,研究数据分析和处理的解决方案,设计一个具有数据抽取转换、数据存储、数据自动统计分析与可视化功能的数据中台,既提高了数据质量,又便于药品安全舆情分析与决策。

Under the background of the Internet and big data,The public opinion of drug safety has been paid more and more attention by the government supervision departments because of its wide influence and strong abruptness.However,the data quality of many drug safety public opinion data has not been fully guaranteed,it is difficult for business departments to directly use these public opinion data.In order to better utilize the value of public opinion data,based on the concept of data middle platform,this paper studies solutions for data analysis and pro⁃cessing in the field of drug safety public opinion,and designs a data middle platform with functions of data extraction and transformation,data storage,automatic statistical analysis and visualization of data.It improves data quality and makes it easier for staff to conduct drug safety pub⁃lic opinion analysis and decision-making more effectively.