Statistical arbitrage, a strategy widely used in traditional finance, is now increasingly being implemented in the rapidly growing world of crypto. By coupling statistical arbitrage with XGBoost, a powerful machine learning algorithm, we are taking advantage of price inefficiencies with even more precision.

On-chain analysis refers to the examination of all data that’s contained within a blockchain. Unlike off-chain data (such as exchange volumes or social media sentiment), on-chain data is immutable and fully transparent. It includes, but isn’t limited to, transaction amounts, the addresses involved, timestamp of the transaction, and block height. In the complex world of…

Sentiment analysis, often referred to as opinion mining, is a branch of natural language processing (NLP) that deals with gauging the feelings, emotions, and opinions present in a given text. With the rise of the cryptocurrency market, which is characterized by its volatility and speculative nature, the importance of understanding the sentiment of market participants…