基于大模型的數(shù)據(jù)分析與可視化平臺(tái)設(shè)計(jì)與實(shí)現(xiàn)

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中圖分類號(hào)：TP311；TP391.4 文獻(xiàn)標(biāo)識(shí)碼：A 文章編號(hào)：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

隨著人工智能技術(shù)的快速發(fā)展，基于大語(yǔ)言模型（LargeLanguageModel，LLM）的自然語(yǔ)言處理能力不斷提升。（剩余7447字）