基于Python的数据分析软件设计与实现  

Design and implementation of data analysis software based on Python

作　　者：余飞扬 杨衡杰 Yu Feiyang;Yang Hengjie(School of Mathematics and Physics,Chengdu University of Technology,Chengdu 610059,China)

机构地区：[1]成都理工大学数理学院,成都610059

出　　处：《现代计算机》2023年第12期99-103,共5页Modern Computer

摘　　要：信息化时代,数据分析的重要性不言而喻。基于Python语言实现了一个数据分析软件“DataPie”。软件基于Qt进行软件界面开发,平台兼容性良好。软件功能可划分为数据处理、数据分析、矩阵分析、模型求解四个模块,用户可使用的主要功能有描述性统计、统计量检验、求解线性规划、矩阵计算、自动机器学习等。软件的设计定位在于快速解决用户难以通过非编程方式求解的数据处理与计算相关问题。软件操作简便,运行稳定,具有一定的实际应用参考价值。In the information age,the importance of data analysis is self-evident.Based on Python to implement a data analysis software“DataPie”.Software interface development based on Qt has good platform compatibility.The functions of the software can be divided into four modules:data processing,data analysis,matrix analysis and model solving.The main functions that users can use are descriptive statistics,statistical test,solving linear programming,matrix calculation and AutoML.The design orientation of the software is to quickly solve the problems related to data processing and calculation that are difficult for users to solve through non-programming methods.The software is easy to operate and stable,and has certain practical application reference value.

关 键 词：数据分析 自动机器学习 PYTHON QT 

分 类 号：TP311.52[自动化与计算机技术—计算机软件与理论] TP312.1[自动化与计算机技术—计算机科学与技术]