COVID_Twitter

HKUST COMP4641 Course Project

To-do list:

1. Interaction Network (Retweet & Commnet)

2. Tweet Similarity Network

3. Stack network together to see clustering

4. GNN

Contributors: Haoran Liang Yu Man Poon Chi Ho Wong

Script Descriptions:

file_adjustments.py

Script use to fix the bad lines in the tweet csv.

retweet_net.py

Script use to fix the bad lines in the retweet csv data.

keywords.txt

txt file use to store keywords. Feel free to play with it by adding new keywords.

LangDetect.py & LanguageDetector.py

Two versions of script to filter out English data in tweet csv.

KeyDetect.py & DetectAll.py

Script use to filter out keywords from the English tweet csv. Don't use KeyDetect.py, some bugs are unresolved.

simple_retweet_network.ipynb

Some statistics with the dataset and some bugs. Don't use that.

retweet_network_with_weight.ipynb

Fixed bugs from previous retweet network ipynb. Add weights to edges.

Co_hashtag_network.ipynb

Generate co-retweeted network by number of common hashtags.

co_mention_network.ipynb

Generate co-mentioned network by number of common mentions.