Cryptocurrency Forecasting

Applied data extraction techniques to obtain the data, data analysis to visualize and analyze such data, and machine learning algorithms to predict cryptocurrency prices in the short future.

Summary

• Forecasts cryptocurrency prices using machine learning models

• Integrates with CoinGecko API for real-time data

• Provides an interactive visual interface with Streamlit

• Predicts prices for multiple cryptocurrencies

• Twitter comments are extracted using its API, to extract and subsequently classify opinions concerning a cryptocurrency in question.

• Sentiment analysis is performed using pre-trained models to detect the opinion of a cryptocurrency in a given period of time.

Resources

• GitHub Link