Research on Network Virus Log Data Analysis and Processing Based on Pandas

Network virus protection is an essential part of network security. Enterprises with a certain level of security awareness always deploy corresponding network antivirus systems. At the same time, China is fully promoting the application innovation of information technology to achieve self-controlled IT. To address this issue, this paper uses Python as the development language and Pandas as the data analysis tool to design and implement software capable of efficiently processing network security protection data on domestic operating systems. This software can rapidly load network protection data packets, handle data with a single click, and provide sorting and querying functionalities. Security maintenance personnel can use the software to conduct a comprehensive review and timely processing of the working data of network systems amidst complex and changeable network security events, bringing convenience to the handling of security issues and improving the efficiency of network security analysis.