Python语言在数据分析和处理中的应用
The Application of Python Language in Data Analysis and Processing
肖三湘1
作者信息
- 1. 广州应用科技学院,广东肇庆 526000
- 折叠
摘要
Python作为一种高级编程语言,凭借其简洁的语法和丰富的生态系统,已经成为数据科学领域的重要工具之一.文章主要探讨Python语言在数据分析和处理中的广泛应用,介绍Python在数据分析和处理中的基本特点,详细讨论Python在数据清洗、可视化、统计分析和机器学习等方面的应用.通过实际案例和应用场景的分析,展示Python在数据领域的强大潜力和灵活性.
Abstract
Python as a high-level programming language,has become one of the important tools in the field of data science due to its concise syntax and rich ecosystem.The article mainly explores the widespread application of Python language in data analysis and processing,introduces the basic characteristics of Python in data analysis and processing,and discusses in detail its applications in data cleaning,visualization,statistical analysis,and machine learning.By analyzing practical cases and application scenarios,demonstrate the powerful potential and flexibility of Python in the field of data.
关键词
Python语言/数据分析/数据处理/可视化/统计分析Key words
Python language/data analysis/data processing/visualization/statistical analysis引用本文复制引用
出版年
2024
NETL
NSTL
万方数据