由于互联网时代背景下所产生的舆论给中华传统文化的传播带来了巨大变革,我们团队针对舆论对弘扬中华传统文化的影响进行了大数据实践,确定“汉服”、“哪吒”、“功夫”等能够传播中华传统文化魅力的关键词,使用了BeautifulSoup4和Scrapy技术从微博、抖音、YouTube等社交媒体进行数据提取,利用Pandas和Spark分别对数据进行处理,并运用Bert-Base-Chinese模型和Bert-Mini模型进行情感分析,根据社交媒体上网友的评论来了解所选关键词的网络热度以及舆论对其的推动情况,最终通过可视化平台展示关于中华传统文化的数据并在阿里云上部署访问
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