Full data sets and codes please check https://github.com/ZixiaWeng/DataMining-Project

CS145DataMining-Project

Twitter project with topic: Stock Prediction

Team

Don Lee, Shunji Zhan, Yaying Ye, Zeyu Zhang, Zixia Weng

Install

pip install -r requirements.txt
pip3 install -r requirements.txt

Run TweetsCrawler

This may take a while... results are saved in data-set/tweets/ cd utils/ python2 tweetsCrawler.py [since] [until] python2 tweetsCrawler.py 2010-01-01 2010-01-10

Run Sentimental Analysis

cd utils/
python2 sentimentalAnalyzerNp.py [mode (0,1)] [numDays (optional)]
python2 sentimentalAnalyzerNp.py 0
python2 sentimentalAnalyzerNp.py 1 10

python2 sentimentalAnalyzerMulti.py [mode (0,1,2)] [numDays (optional)]
python2 sentimentalAnalyzerMulti.py 0
python2 sentimentalAnalyzerMulti.py 1 10

Run Models and Evaluations

python3 main.py