Proof of Concept Project for the Crypto News-Price correlation.
Project Management Document: https://docs.google.com/document/d/19MJ_T_3Y7oA5kcOyW95NghsbLv40C-d5ZKfetxn8OtY/edit#
- 6/9/2021 - Initial commit
- 19/9/2021 - Added correlation plot
- 28/9/2021 - Final commit
Official website: https://bitcoin.org/el/
Official website: https://ethereum.org/en/
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Get price feed for Crypto Avalanche AVAX https://docs.chain.link/docs/historical-price-data/?_ga=2.56010543.584813608.1630464090-795458070.1630464090
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Twitter Account: https://twitter.com/avalancheavax?s=11
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Web scrapping - News site https://cryptopanic.com/news/avalanche-2/
Avalance
(AVAX) coin: https://coinmarketcap.com/el/currencies/avalanche/
Avalanche Foundation Announces $180M DeFi Incentive Program https://medium.com/avalancheavax/avalanche-foundation-announces-180m-defi-incentive-program-d320fdfafff7
Data sources:
- Crypto prices (Binance API)
- Crpyto News (Twitter API)
- https://lunarcrush.com/
- https://santiment.net/
- https://bitinfocharts.com/comparison/tweets-eth.html#3y
Twitter Dev: https://github.com/twitterdev Documentation: https://developer.twitter.com/en/docs/twitter-api/tweets/search/api-reference/get-tweets-search-recent Postman: https://documenter.getpostman.com/view/9956214/T1LMiT5U
- Sentiment analysis of collected tweets
- Tweet Volume
- Google trends
Query
- Tweet has the words or hastags: ethereum, ether, eth
- Tweet language english
- more than faves:100 (I can't search based on number of favorites in Twitter API v2)
- limit:10-500 (Pagination needed)
author_id, created_at, text, public_metrics (like_count, quote_count, reply_count, retweet_count), has_link, has_media, hyperlink
Problem Twitter API v2 can't search based on number of favorites, retweets.
TODO
- Total tweets per hour.
Tweet query
- Get twitter API data
- Sentiment Analysis