paulcodrea/crypto_price_prediction
Bitcoin price prediction using both traditonal machine learning and deep learning techniques, based on historical price and sentiment extracted from Twitter posts. Fear of missing out analysis after Elon Musk tweeted about Dogecoin.
This project helps cryptocurrency traders and investors forecast Bitcoin prices by incorporating public sentiment from Twitter. It takes historical Bitcoin price data and Twitter sentiment (weighted by engagement) as input to predict future price movements. The primary users are individuals making investment decisions in the crypto market, especially those interested in how social media sentiment influences price.
No commits in the last 6 months.
Use this if you are a cryptocurrency trader or investor looking for insights into how social media sentiment, particularly from influential figures, might impact Bitcoin's future price.
Not ideal if you need real-time, production-ready trading signals or highly granular, minute-by-minute predictions, as this project focuses on hourly forecasts and sentiment analysis.
Stars
38
Forks
10
Language
Jupyter Notebook
License
MIT
Category
Last pushed
May 05, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/paulcodrea/crypto_price_prediction"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
shobrook/BitVision
Trade Bitcoin and run forecasting models from the terminal
rustyneuron01/BTC-ETH-SOL-Price-Predict
Ensemble price forecasting with volatility prediction (XGBoost on cached features). Multiple...
philipperemy/deep-learning-bitcoin
Exploiting Bitcoin prices patterns with Deep Learning.
khuangaf/CryptocurrencyPrediction
Predict Cryptocurrency Price with Deep Learning
emirhanai/Cryptocurrency-Prediction-with-Artificial-Intelligence
First Version.. Cryptocurrency Prediction with Artificial Intelligence (Deep Learning via LSTM...