Clustering--tweet-PPKM

Dataset

I pull text data using Twitter API with keyword 'PPKM'.

Step

1. Getting Data from Twitter with Tweepy
2. Preprocessing Text : drop duplicate text, remove(emoticon,punctuation,stopwords),spell checking
3. Create some visualization(Word cloud,n-gram) to got some insight
4. converting text data using TFidf vectoriezer
5. Clustering text data and create visualization for elbow method
6. choose the best n_cluster and analyze again with KMeans

Reference

[1] Python Sastrawi. URL : https://github.com/har07/PySastrawi