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基于Python的电影数据采集与可视化研究OA

Research on Movie Data Collection and Visualization Based on Python

中文摘要英文摘要

研究基于Python构建了电影数据采集与可视化系统,以实现数据价值的高效挖掘.系统采用Requests、Scrapy等工具完成多源电影数据采集,并搭配反爬策略保障数据获取;通过Pandas等工具完成数据清洗与预处理;同时设计分层架构系统,运用ECharts等工具实现数据可视化.该系统可达成高效采集电影数据、规范处理数据、直观展示数据的目标,为电影行业分析与决策提供有力支持.

This research constructs a movie data collection and visualization system based on Python to achieve efficient mining of data value.The system adopts tools such as Requests and Scrapy to complete multi-source movie data collection and cooperates with anti-crawler strategies to guarantee data acquisition.The system finishes data cleaning and preprocessing through tools such as Pandas.Meanwhile,the system designs a layered architecture and realizes data visualization by using tools such as ECharts.The system achieves the goals of efficiently collecting movie data,systematic processing of data,processing data in a standardized manner and displaying data intuitively,and provides strong support for movie industry analysis and decision-making.

郭学芹

武汉传媒学院,湖北 武汉 430205

信息技术与安全科学

Python电影数据采集可视化

Pythonmovie data collectionvisualization

《现代信息科技》 2026 (6)

118-121,126,5

武汉传媒学院2024年校级教学改革研究项目(课程联动专项)"面向实践能力的教学优化研究"(XJ20241019)

10.19850/j.cnki.2096-4706.2026.06.022

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