基于Python的可视化数据分析平台设计与实现

Design and Implementation of Visual Data Analysis Platform Based on Python

21世纪信息是行业竞争的核心,数据是行业发展的重要基础。当前,数据分析和数据挖掘成为当下商业活动的重要组成。大数据技术、云计算及物联网等信息通信技术的出现,难以满足海量数据的价值挖掘和内在分析。面对复杂、海量、低密度及快速生成的数据,必须深度分析才能够获取所需信息,以构架数据分析平台及系统快速完成数据潜在价值的挖掘和分析。因此,将重点探讨如何利用Python大数据分析的各种优势构建可视化数据分析平台,实现大数据的快速分析及信息获取,有助于数据挖掘课程的教学改革及数据分析的科普,提高数据分析能力及平台构建的系统性,满足社会发展趋势。

Information is the core of the industry competition under the new era,the data is the important basis for the development of industry,data analysis and data mining become important in the present business activities,especially in the big data technology,cloud computing and Internet of things such as the emergence of information and communication technology,also hard to meet the huge amounts of data and the analysis of the intrinsic value of mining.In order to realize complex,massive,low-density and rapidly generated data,it is necessary to conduct in-depth analysis to obtain the required information,construct the data analysis platform and system,and quickly complete the mining and analysis of the potential value of data.This paper discusses how to make use of various advantages of Python big data analysis,build a visual data analysis platform,realize rapid analysis and information acquisition of big data,help the teaching reform of data mining course and popularize data analysis,so as to improve data analysis ability and the systematization of platform construction,and meet the social development trend.