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Anti Chinese government information. 反**消息库。住在**真名用户的网友请别给星星,不然你要被警察请喝茶。常见问答集,新闻集和饭店和音乐建议。卐习**卐。冠状病毒审查*****改造中心**事件**功 996.ICU709大抓捕巴拿马文件***低端人口西藏**。Friends who live in China and have real name on account, please don't star this repo, or else the police might pay you a visit. Home to the mega-FAQ, news compilation, restaurant and music recommendat
基于在线民宿 UGC 数据的意见挖掘项目,包含数据挖掘和NLP 相关的处理,负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致,实时对在线民宿的满意度评测,包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口,可以进行自动化的批量查询 POI 信息的功能;构建了基于在线民宿语料的 LDA 自动主题聚类模型,利用主题中心词能找出对应的主题属性字典;以用户打分作为标注,然后 litNlp 自带的字符级 TextCNN 进行情感分析,将情感分类概率分布作为情感趋势,最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。
本人项目进行中搜集的数据集,包含原始数据和经过处理后的数据,项目持续更新。
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