Slepaczuk and Zenkova (2018) investigated the profitability of an algorithmic trading strategy based on training an SVM model to identify cryptocurrencies with high or low predicted returns. The results showed that the performance of the SVM strategy was the fourth being better only than S&P B&H strategy, which simply buys-and-hold the S&P index. (There are other 4 benchmark strategies in this research.) The authors observed that SVM needs a large number of parameters and so is very prone to overfitting, which caused its bad performance. A discriminative classifier directly models the relationship between unknown and known data, while generative classifiers model the prediction indirectly through the data generation distribution (Ng and Jordan 2002). Technical indicators including trend, momentum, volume and volatility, are collected as features of the model. The authors discussed how different classifiers and features affect the prediction.

Methodology

The distribution among properties defines the classification of research objectives and content. The distribution among technologies defines the classification of methods or technological approaches to the study of cryptocurrency trading. Specifically, we subdivide research distribution among categories/technologies into statistical methods and machine learning technologies. Moreover, We identify datasets and opportunities (potential research directions) that have appeared in the cryptocurrency trading area.

Users

Phillips and Yu proposed a methodology to test for the presence of cryptocurrency bubble (Cheung et al. 2015), which is extended by Corbet et al. (2018). The method is based on supremum Augmented Dickey-Fuller (SADF) to test for the bubble through the inclusion of a sequence of forwarding recursive right-tailed ADF unit root tests. An extended methodology generalised SADF (GSAFD), is also tested for bubbles within cryptocurrency data.

• By the end of 2023, Binance was handling half the trading volume across the largest exchanges — about $18.4 trillion out of a total of $35.2 trillion, according to research by CoinGecko.
• Over one year, Huione funneled an average of $1 million worth of tether per day to customer accounts at Binance, an ICIJ analysis found.
• Crypto.com may not offer certain products, features and/or services on the Crypto.com App in certain jurisdictions due to potential or actual regulatory restrictions.
• A new user needs a simple way to check prices, follow charts, understand DeFi activity, and research tokens before moving into heavier dashboards.
• From the very first day, the goal was for the site to be the number one location online for crypto market data, and we work hard to empower our users with our unbiased and accurate information.
• In contrast, ASCN operates based on its own AI assistant, incorporating sentiment and processed nodes.

Others related to Cryptocurrency Trading

That same year, after the spectacular collapse of the Bahamas-based exchange FTX, the SEC unleashed a flurry of enforcement actions against the crypto industry. Prosecutors also charged several, including Binance, with crimes related to money laundering. In the ever-evolving world of cryptocurrency, developers require accurate and reliable data to build effective applications. This article delves into the top 10 cryptocurrency APIs of 2026, highlighting those that offer real-time and historical data, support complex use cases. Familiarizing yourself with blockchain technology helps you better understand how cryptocurrency works, enabling you to make the best trading choices.

Live cryptocurrency prices

Discover popular crypto trading strategies, how to read the market, and manage your risk. Create a strong base of market analysis resources, portfolio management tools, crypto trading tools, and ways to keep up with the latest crypto trends and connect with other crypto enthusiasts. There are several tools for market analysis to give you better insight into protocols, token activity, airdrops, and more. DeFiLlama is a free aggregator offering blockchain analysis and DeFi reports to provide transparency on market performance and project activity. TradingView offers “supercharts” combining multiple markets, heatmaps, real-time updates, and a social trading community for both crypto and traditional finance.

Arbitrage Trading

Whether you’re fetching real-time price data or historical market trends, Apidog simplifies the process of connecting with popular crypto APIs like Coinbase, Binance, Kraken, and others. Below, I’ll walk you through the steps on how to use these APIs with Apidog. CoinGecko is your crypto Wiki, giving you instant access to pricing information of over 18,000 cryptocurrencies. This includes price changes across time frames, trade volume, market cap, and price trend. CoinGecko delivers accurate, reliable, in-depth information from thousands of data points.

Best Crypto Data Websites 2026

This tool also offers risk assessment metrics, allowing users to weigh potential gains against losses effectively. Coinigy is a well-known cryptocurrency financial planning and graphing platform. Its goal is to make trading easier without abandoning cryptocurrency market technical analysis. It has a trading interface that enables you to access graphs from all the leading crypto exchanges. Advanced technical analysis goes beyond basic chart patterns and fxverge withdrawal indicators. This course delves into more complex analysis techniques, such as harmonic patterns and Elliott Wave theory, providing traders with broader tools to analyze cryptocurrency markets.

BlackRock Moves 2,990 BTC to Coinbase Prime Hot Wallet

Trend following suits disciplined traders focused on capturing large moves rather than frequent small trades. Futures hedging and derivatives trading is a strategy where traders use contracts like futures and perpetuals to speculate on or protect against crypto price moves without always holding spot assets. It works by locking in prices, going long or short, and managing leverage. This strategy suits experienced traders and businesses needing risk management and flexible exposure. To use this strategy, you need access to multiple exchanges, fast execution, and preferably automated trading tools or bots. Spreads are often small, and profits per trade are low, so you must execute with high volume and speed.

Indicators and strategies

This enables developers to build, train and deploy AI-driven agents that can interact with smart contracts, execute complex trading strategies and navigate the DeFi ecosystem autonomously. Yes, Crypto.com supports automated, intelligent trading to help you optimize your strategy. You can use trading bots – such as Dollar Cost Averaging (DCA), Grid, and Time-Weighted Average Price (TWAP) bots – to automate your trades based on predefined market conditions. These crypto coins have their own blockchains which use proof of work mining or proof of stake in some form. They are listed with the largest coin by market capitalization first and then in descending order.

Crypto market – statistics & facts

The sites offer timely and unbiased information to the crypto enthusiasts, traders, investors, analysts, commentators, and proponents. A dependable way of considering the performance of any blockchain project is through its market cap. A lot of ‘hype’ is responsible for misplaced capital in the crypto space. This platform determines the projects that are being used by people, which is the best predictive indicator of value anyone can have.