Financial analysis is the process of evaluating the financial performance of a market an organization or any other type of asset. This typically involves analyzing the company’s financial statements, such as the income statement, balance sheet, and cash flow statement, and using this information to assess the company’s financial health and performance. Financial analysts use a variety of tools and techniques to perform this analysis, including financial ratios, trend analysis, and comparison to industry benchmarks. The goal of financial analysis is to provide insights into a company’s financial performance, and to help stakeholders make informed decisions about the company. This might include investors deciding whether to buy or sell the company’s stock, or management deciding how to allocate the company’s resources.
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
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