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xuexifight's Projects
customer_satisfaction_analysis
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。开发的目的是克服用户打分和评论不一致，实时对重庆地区在线民宿的满意度进行评测，使用Python实现了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Word2vec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，然后通过实验贝叶斯、SVM、决策树等多种分类模型，最后选用贝叶斯模型进行情感分析，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。
douyin_crawler
抖音爬虫，tiktok crawler，抖音数据采集接口，抖音视频去水印，百分百成功，不需要服务器，不需要代理 IP。
efonmark-wechat-spider
微信公众号文章下载，并保存为pdf
reptile
🏀 Python3 网络爬虫实战（部分含详细教程）猫眼 腾讯视频 豆瓣 研招网 微博 笔趣阁小说 百度热点 B站 CSDN 网易云阅读 阿里文学 百度股票 今日头条 微信公众号 网易云音乐 拉勾 有道 unsplash 实习僧 汽车之家 英雄联盟盒子 大众点评 链家 LPL赛程 台风 梦幻西游、阴阳师藏宝阁 天气 牛客网 百度文库 睡前故事 知乎 Wish
sentimentanalysisofproductreview
基于机器学习的商品评论情感分析——毕业设计项目
spider_world
🕷spider world with me
taptap_emotion_analyse
TAPTAP游戏评论的文本挖掘，包括APP爬虫、数据清洗、pyecharts可视化、pytorch框架下LSTM模型情感分析
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