Clustering Financial Market Structures using Affinity Propagation in Python

visualizing crypto market structure, lasso regression, python, scikit-learn

Affinity propagation is an unsupervised clustering technique that stands out from other clustering approaches by its capacity to determine the number of clusters in a dataset. This tutorial demonstrates this capacity by applying the technique to analyze the crypto market structure. We perform a cluster analysis of historical prices of … Read more

Requesting Crypto Prices from the Coinmarketcap REST API using Python

coinmarketcap rest api python tutorial

CoinMarketCap is one of the largest sources of cryptocurrency price information on the internet. The website offers multiple API endpoints that provide access to its exciting data, including current and historical price data for various cryptocurrencies such as Bitcoin, Ethereum, etc., and meta-information about coins and crypto exchanges. This tutorial … Read more