Goal
Find correlation between cryptocurrency, social media and stock market.
Stock market (nasdaq, dow jones)
Social media (twitter hashtags #bitcoin )
May look at other markets like Korea
Time frame : a week, 24 hour
index
time
Hypothesis
There is a delay between tweets and the changes in the currency market
Also, a delay between stock and changes in the currency market
Data Source
2-3 years of historical data from GDAX, CryptoCompare, Stripe, Coinbase
API
https://api.coinbase.com
https://www.cryptocompare.com/api/
https://api.stripe.com
Results
6-8 Visualizations and Observations
Tweet volume(sentiment) versus price change
Tweet volume versus trade volume
Team
Seohong, Scott, Sara, Debbie, Rupalioinbase