基于Python语言的可视化数据分析系统设计与实现

Design and Implementation of the Visual Data Analysis System Based on the Python Language

为创建一个高效、易用的可视化数据分析系统,文章采用了Python语言,集成Pandas、NumPy、Matplotlib等多种库来构建系统。在系统开发中,重点关注了系统架构、功能模块设计及用户界面交互设计,并通过对比测试验证系统功能的有效性。系统测试结果表明,可视化数据分析系统不仅在处理大规模数据集方面表现出色,还能提供多样化可视化工具,可满足不同用户的需求。

To create an efficient and user-friendly visual data analysis system,this paper uses Python language and integrates multiple libraries such as Pandas,NumPy,and Matplotlib to build the system.In the system development,the focus is on system architecture,functional module design,and user interface interaction design,and the effectiveness of system functions is verified through comparative testing.The system test results show that the visual data analysis system not only performs well in processing large-scale datasets,but also provides diverse visualization tools to meet the needs of different users.