Cryptocurrencies are digital or virtual currencies that use cryptography for security and are decentralized, meaning that they are not controlled by any single authority or institution. Cryptocurrencies are based on blockchain technology, which is a distributed ledger that records transactions on multiple computers, making it difficult to alter or tamper with the data. The most well-known cryptocurrency is Bitcoin, but there are many other cryptocurrencies that have been created, each with their own unique features and characteristics. Cryptocurrencies are commonly used as a medium of exchange for buying and selling goods and services, and they can be bought, sold, and traded on various online exchanges.
This article introduces affinity propagation – an unsupervised clustering technique that stands out from other clustering approaches by its capacity to resolve the number of clusters in a dataset. This tutorial shows how the affinity propagation model works by applying it to the cryptocurrency market. If you have followed recent … Read more
In this tutorial, we will demonstrate how to use the Gate.io spot market API to stream cryptocurrency prices in real-time using Python. Streaming prices is crucial for implementing use cases such as analyzing an incoming stream of price data in real-time for generating trading signals or conducting price analytics. One … Read more
You can do various things with cryptocurrency price data, such as creating forecasting models, illustrating historical prices, or performing chart analysis. But first, you need to get hold of the data. Nowadays, several APIs provide access to cryptocurrency price data. One of the most important and trusted sources is Coinmarketcap.com. … Read more
The rapid rise in the price of Bitcoin and other cryptocurrencies has led to increased interest in analyzing and visualizing price trends in the crypto space. Line charts that use color as an overlay are handy for this purpose. The color of the line plot can illustrate changes in a … Read more
This article shows how you can create a correlation matrix in Python to visualize the correlation between various asset classes and COVID-19. Correlation is a statistical measure that describes the linear relationship between two independent variables. In financial market analysis, correlation plays an important role, as it measures how assets … Read more