| 摘 要: 随着互联网的不断发展,各种数据处理算法层出不穷,这些算法在各行各业中扮演着至关重要的角色。由于旅游业对于一个国家和地区的经济发展具有极其重要的意义,文中基于Python语言,通过数据可视化和线性回归算法对2003—2018年多彩贵州旅游数据进行分析,并构建相应的模型。根据研究结果,提出吸引更多的游客到贵州旅游及推动多彩贵州旅游建设的建议策略,为游客打造和提供更优质的旅游项目与服务,促进多彩贵州旅游事业的发展。 |
| 关键词: Python;数据可视化;线性回归;贵州旅游 |
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中图分类号: TP30
文献标识码: A
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| 基金项目: 大学生创新创业项目“基于线性回归算法对贵州旅游的分析”(202310668178);教育部产学合作协同育人项目“西部欠发达地区应用型本科高校PTA下程序设计能力课程群实践与探索”(220801477291014);教学质量提升工程项目:“程序设计能力课程群实践与探索”(GK202202) |
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| Analysis and Application of Colorful Guizhou Tourism Data Based on Linear Regression Algorithm |
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HUANG Zhengpeng, MA Xin, CHEN Xue, LIU Na
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(School of Inf ormation Engineering, Guizhou Institute of Engineering Science, Bijie 551700, China)
61194610@qq.com; 3398314549@qq.com; 965633491@qq.com; 2591156674@qq.com
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| Abstract: With the continuous development of the Internet, various data processing algorithms emerge endlessly. These algorithms play a crucial role in various industries. As tourism industry is of great significance to the national and regional economic development, this paper proposes to analyze the data of Colorful Guizhou tourism data from 2003 to 2018 through data visualization and linear regression algorithm based on Python language, and construct corresponding models. According to the research results, suggestions and strategies are proposed to attract more tourists to Guizhou and promote Colorful Guizhou tourism, with the objectives to create and provide higher quality tourism projects and services for tourists and accelerate the development of Colorful Guizhou tourism. |
| Keywords: Python; data visualization; linear regression; Guizhou tourism |
