Cryptocurrency News Crawler with Sentiment Analysis
2023
Python, Sentiment Analysis
About Project
Objective
Crawl cryptocurrency news automatically and perform sentiment analysis
Tools & Technologies
Python, scikit-learn, tensorflow
Description
Implemented cryptocurrency news crawler from multiple news site.
Trained Machine Learning and Deep Learning model to perform sentiment analysis. Decision Tree yields higher accuracy and f1-score than other models such as XGBoost and BiLSTM. The only model that has slightly better accuracy than Decision Tree is RandomForest, but it has a much larger size when exported (5 times larger).