Author: Alice Zhao
Youtube address https://www.youtube.com/channel/UCyv-PL-QgkAXEfDRcKrYMeA
Github address https://www.youtube.com/channel/UCyv-PL-QgkAXEfDRcKrYMeA
Recently I found a video tutorial of "Python Natural Language Processing" on Youtube, which includes
- Introduction to NLP & Data Science
- Data cleaning & preprocessing
- Exploratory data analysis & word cloud diagram
- Use TextBlob to do English text sentiment analysis
- LDA topic model
Due to Internet issues, the domestic viewing address and code acquisition method are provided at the end of the article
1. Introduction to NLP
2. Data cleaning
3. Exploratory data analysis EDA
4. English text sentiment analysis
textblob currently does not support Chinese ~ If there is annotated Chinese data, we can train the sentiment model of the Chinese data ourselves
5.LDA topic model
6. Video viewing method
Long press the picture to watch the video