基于大模型的数据分析与可视化平台设计与实现

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中图分类号：TP311；TP391.4 文献标识码：A 文章编号：2096-4706（2025）12-0074-06

Design and Implementation of Data Analysis and Visualization Platform Based on Large Language Model

GENG Kangkang12， WU Maonian1.2.3 （1.SchoolofInformationEngineering，HuzhouUniversity，Huzhou33ooo，China;2.ZhejiangProvinceKeyLaboratoryof Smart Management and Application ofModern Agricultural Resources，Huzhou 313ooo， China; 3.Huzhou Wuxing District Digital Economy Technology Research Institute，Huzhou 313ooo，China）

Abstract： With the continuous progressof Large Language Model in the field of Natural Language Processing， its application potential in the fieldof data analysis and visualization has gradually become prominent.Based onthe technical framework ofLargeLanguage Model，this study designs and implements anintelligent data analysis and visualization platform.Adhering to theuser-centered design conceptand combining with moder programming technology，the platformcan automaticallparsetheorginaldatauploadedbyusersandgeneratecorrespondingcharts.Inadition，thplatformalsosupports interactive functionsofmultiplechartsandhas theabilitytointerpretdatabasedonnaturallanguagegeneration.Through this platform，userscanaalyedataefcientlyandintuitivelysoastoobtainmorein-depthisights.iesearchprovidesuseful practical experience and theoretical reference forthe development of intellgentdata processing systems in the future.

Keywords：Large Language Model; data analysis; visualization; chart

0 引言

随着人工智能技术的快速发展，基于大语言模型（LargeLanguageModel，LLM）的自然语言处理能力不断提升。（剩余7447字）