【推荐】(Python)现代自然语言处理：Yelp百万评论分析实例

Our Trail Map

This tutorial features an end-to-end data science & natural language processing pipeline, starting with raw data and running through preparing , modeling , visualizing , and analyzing the data. We'll touch on the following points:

1. A tour of the dataset

2. Introduction to text processing with spaCy

3. Automatic phrase modeling

4. Topic modeling with LDA

5. Visualizing topic models with pyLDAvis

6. Word vector models with word2vec

7. Visualizing word2vec with t-SNE

...and we might even learn a thing or two about Python along the way.

Let's get started!

The Yelp Dataset

The Yelp Dataset