About DeepStock functionals:
- Scrape tweets and stock data about companies in watch_list.
- Mining data for predictions.
- Learn more
Install dependent packages:
easy_install --prefix=/home/xzhang11/usr/ beautifulsoup4-4.4.1 easy_install --prefix=/home/xzhang11/usr/ oauth2 easy_install --prefix=/home/xzhang11/usr/ tweepy easy_install --prefix=/home/xzhang11/usr/ pandas (takes 5 mins)
export PYTHONPATH= $PYTHONPATH:/home/xzhang11/usr//lib/python2.7/site-packages
Other python package dependency:
- numpy, scipy, matplotlib
Run DeepStock on mac/linux:
Interactive or automatically every 7 hrs on a server. cd Scripts && python exec.py crontab -e ' */420 * * * * ~/DeepStock/autorun.sh '
modify lprd in Scripts/exec.py to change how long twitter listens stock data from bloomberg and tweet rumors are stored in Twitter/ and Bloomberg/
Contribution guides:
- Add more watching company in exec.py.
- Apply fancy ML models to Twitter/.txt and Bloomberg/.csv
- contact: xiaohanzhang1985@gmail.com