Blockchain product price prediction
Project on predicting price of AAVE protocol by analyzing data scraped from various sources
TL;DR
- A class project in a graduate Big Data Analysis class
- Using Python, we scraped the data from Twitter for sentimental analysis, and Messari and Coindesk, as a source for price data and other relevant features
- After getting the data, we then used ARIMA and LSTM models as two competing models of choice, which the top model achieves 57.7% accuracy on a validation set when predicting the price direction 1-hour into the future and profits with naive trading strategy
- Colab Notebook