Research on Data Automatic Analysis and Visualization Based on Python and Gephi—Taking the Construction of Smart Library as an Example
With the vigorous development of Artificial Intelligence(AI)technology,the construction of the smart society is rapidly advancing.As an important component of public services,the intelligentization of libraries has be-come an inevitable choice.Taking the construction of smart library as the starting point,this article explores the so-lutions for automated data pre-processing,analysis,and visualization based on Python and Gephi in literature re-source management,and further improves their utilization rate.In terms of paper literature resources,batch updates and redesigns of shelf labels have been achieved.In terms of electronic literature resources,data automatic pre-processing and visualization based on social network analysis have been achieved under the background of big data.It not only improves work efficiency,but also enhances information accuracy and data utilization rate.In the future,it can be further expanded to fields such as automated report generation and patent data mining.
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