├── 1.环球时报-数据清洗和预处理+描述性分析.ipynb ├── 2.环球时报-基础词频的LDA+基于TFIDF的LDA+基于标题加权TFIDF的LDA.ipynb ├── 3.环球时报-看主题和微博量.ipynb ├── 4.五个分类微博-数据清洗和预处理.ipynb ├── 5.五个分类微博-SVM+TFIDF SVM+加权TFIDF SVM.ipynb ├── README.md ├── 数据集1-环球时报.zip └── 数据集2-五个分类.zip /1.环球时报-数据清洗和预处理+描述性分析.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lpn-98/NLP-TopicAnalysis/HEAD/1.环球时报-数据清洗和预处理+描述性分析.ipynb -------------------------------------------------------------------------------- /2.环球时报-基础词频的LDA+基于TFIDF的LDA+基于标题加权TFIDF的LDA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lpn-98/NLP-TopicAnalysis/HEAD/2.环球时报-基础词频的LDA+基于TFIDF的LDA+基于标题加权TFIDF的LDA.ipynb -------------------------------------------------------------------------------- /3.环球时报-看主题和微博量.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lpn-98/NLP-TopicAnalysis/HEAD/3.环球时报-看主题和微博量.ipynb -------------------------------------------------------------------------------- /4.五个分类微博-数据清洗和预处理.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lpn-98/NLP-TopicAnalysis/HEAD/4.五个分类微博-数据清洗和预处理.ipynb -------------------------------------------------------------------------------- /5.五个分类微博-SVM+TFIDF SVM+加权TFIDF SVM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lpn-98/NLP-TopicAnalysis/HEAD/5.五个分类微博-SVM+TFIDF SVM+加权TFIDF SVM.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lpn-98/NLP-TopicAnalysis/HEAD/README.md -------------------------------------------------------------------------------- /数据集1-环球时报.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lpn-98/NLP-TopicAnalysis/HEAD/数据集1-环球时报.zip -------------------------------------------------------------------------------- /数据集2-五个分类.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Lpn-98/NLP-TopicAnalysis/HEAD/数据集2-五个分类.zip --------------------------------------------------------------------------------