Crypto trader Binance ranked among the largest cryptocurrency exchangers in the world in 2024, with trading volume that was about four times as high as Bybit or OKX. It should be noted that these figures are separate from the platforms Binance.US, Binance TR, or Binance.KR. The platform from the Cayman Islands faced investigations from the U.S. SEC, which came to a head in November 2023. Binance did not rank as the most used cryptocurrency exchange used by consumers in the United States. Binance's settlement with the U.S. In November 2023, Binance agreed to pay a four billion U.S. dollar settlement with United States agencies — one of the biggest corporate fines in U.S. history. The U.S. Department of Justice investigated the platform for years for failure to prevent money laundering and growing crypto theft. The company's founder and CEO Changpeng Zhao pleaded guilty to the charges, agreeing to step down. Zhao would remain as the company's majority shareholder. The U.S. Treasury announced Binance will be subject to five years of monitoring and “significant compliance undertakings, including to ensure Binance’s complete exit from the United States.” Mixed signals from crypto companies The Binance settlement occurred in a month when overall crypto trading volume recorded its highest numbers for all of 2023. One of the main causes is the sudden popularity of FTT, a token released by FTX — the company founded by Sam Bankman-Fried. The developments surrounding Binance caused investors to move away from Binance's stablecoin BNB to the stablecoin from FTX. Earlier in November 2023, however, Coinbase saw its shares fall after announcing its quarterly performance figures.

Prices for BTCUSD Bitcoin US Dollar including live quotes, historical charts and news. BTCUSD Bitcoin US Dollar was last updated by Trading Economics this October 7 of 2025.

We present a high-frequency dataset of algorithmic trading. Given that, the dataset contains different time intervals depending on the timestamp when an arbitrage opportunity occurred. Our dataset has 9,799,130 tick-level records of the Bitcoin-to-Euro exchange rate starting from 2019-01-01 00:00:31 until 2020-03-30 23:59:48. Data covered information about different cryptocurrency pairs from 18 cryptocurrency exchanges. These pairs contained information about exchanges in which it was possible to buy and sell simultaneously. Each row presented the amount of arbitrage that it was possible to earn if a transaction would have been executed. The dataset contains information about the amount of arbitrage that could be earned after executing a transaction in given cryptocurrency exchanges, the quantity which had to be bought to earn arbitrage, the best sell, and the best buy prices, the balance of fiat currency in “Exchange 1” and the balance of cryptocurrency in “Exchange 2”. If there was enough fiat currency in “Exchange 1” and enough cryptocurrency in “Exchange 2” it means that the transaction was successfully executed and given arbitrage amount was earned. This information could be used by investors to discover potential earning capabilities, and create effective arbitrage trading strategies. Moreover, this dataset could serve academics for deeper analysis of efficiency and liquidity questions as well as it could be used to spot and evaluate risks in the market, identify patterns in the market. Short description of the dataset: ID - Unique ID arb_timestamp - timestamp of arbitrage opportunity arb_exch1 - presents exchanges where one was able to successfully buy Bitcoin arb_exch2 - presents exchanges where one was able to successfully sell Bitcoin arb_ticker - BTCEUR exchange rate arb_prc - percentage earned compared to the invested amount arb_amount - the amount of arbitrage that would be earned if a transaction had been executed arb_quantity - Bitcoin quantity that needed to be bought in order to execute a transaction and to earn arbitrage best_sell_price - best price at which it was possible to sell Bitcoin in "Exchange 2" best_buy_price - best price at which it was possible to buy Bitcoin in "Exchange 1" balance_fiat - the amount of Euros available in “Exchange 1” balance_crypto - the amount of Bitcoin available in “Exchange 2”

It is estimated that the cumulative market cap of cryptocurrencies increased in early 2023 after the downfall in November 2022 due to FTX. That value declined in the summer of 2023, however, as international uncertainty grew over a potential recession. Bitcoin's market cap comprised the majority of the overall market capitalization. What is market cap? Market capitalization is a financial measure typically used for publicly traded firms, computed by multiplying the share price by the number of outstanding shares. However, cryptocurrency analysts calculate it as the price of the virtual currencies times the number of coins in the market. This gives cryptocurrency investors an idea of the overall market size, and watching the evolution of the measure tells how much money is flowing in or out of each cryptocurrency. Cryptocurrency as an investment The price of Bitcoin has been erratic, and most other cryptocurrencies follow its larger price swings. This volatility attracts investors who hope to buy when the price is low and sell at its peak, turning a profit. However, this does little for price stability. As such, few firms accept payment in cryptocurrencies. As of October 01, 2025, the cumulative market cap of cryptocurrencies reached a value of *******.

About this dataset As cryptocurrency markets have gained prominence, individuals and organizations have shown an increased fascination with crafting automated trading strategies. The creation of algorithmic trading approaches, though, necessitates rigorous backtesting to ascertain their profitability. Consequently, the cornerstone of any triumphant algorithmic trading strategy lies in the availability of meticulously detailed historical trading data. This dataset will provide you a deeper understanding of working with this type of financial security, it provides you with open, high, low, close (OHLC) information, recorded at 1-hour intervals (not very high-velocity data), encompassing a multitude of cryptocurrency pairs. This data resource is invaluable for those seeking to devise and refine automated trading systems, data analysis, or predictions.

Content This dataset contains the historical trading data (OHLC) of 14 crypto securities at 1 1-hour resolution. The source of this data is Coindesk. The data in the CSV files is refined and cleaned for easier interpretation.

The data is free to use.

Cryptocurrency Exchanges Market Outlook

The global cryptocurrency exchanges market size was valued at approximately USD 30.106 billion in 2024 and is expected to reach around USD 153 billion by 2033, registering a compound annual growth rate (CAGR) of

19.80% during the forecast period. The growth of this market is primarily driven by increasing adoption of digital currencies, technological advancements in blockchain technology, and growing interest from institutional investors.

The surge in adoption of cryptocurrencies by both retail and institutional investors is a significant factor propelling the market growth. Cryptocurrencies, with Bitcoin and Ethereum leading the charge, have become more accepted as both a medium of exchange and a store of value. This widespread acceptance is driving the need for more advanced and secure cryptocurrency exchanges. The rise in digital literacy among the global population and the increasing willingness of individuals to explore alternative investments also fuel this growth. Additionally, the financial instability caused by geopolitical events and fluctuating fiat currencies has led many to seek refuge in the relatively more stable cryptocurrency market.

Technological advancements in blockchain technology are another major factor driving the market. Improved blockchain protocols and smart contract functionalities are making transactions more secure and transparent, thereby encouraging more users to engage in cryptocurrency trading. Moreover, the development of decentralized finance (DeFi) platforms, which eliminate intermediaries, is compelling more users to shift towards decentralized exchanges. These technological improvements not only enhance security but also contribute to the scalability and efficiency of cryptocurrency exchanges, making them more attractive to both retail and institutional investors.

Institutional interest in cryptocurrencies has grown exponentially over the past few years. Major financial institutions, including banks and hedge funds, are now actively participating in the cryptocurrency market. This institutional influx brings significant capital and liquidity into the market, thus enhancing the overall trading volume and stability. The entry of these large players also adds a layer of credibility to the market, encouraging more retail investors to participate. Regulatory advancements, particularly in regions like North America and Europe, are also creating a more secure framework for institutional investments, thus further stimulating market growth.

As the cryptocurrency market continues to evolve, Non Fungible Token Exchanges are emerging as a significant area of interest. These exchanges facilitate the buying, selling, and trading of NFTs, which are unique digital assets representing ownership of specific items or content on the blockchain. The rise of NFTs has opened new avenues for digital art, collectibles, and even virtual real estate, attracting a diverse range of investors and creators. The integration of NFTs into the broader cryptocurrency ecosystem is driving innovation and expanding the utility of blockchain technology. As more users explore the potential of NFTs, exchanges are adapting to accommodate this growing demand, offering specialized platforms and services to cater to NFT enthusiasts.

Regionally, North America holds the largest share of the global cryptocurrency exchanges market, driven by the presence of major exchanges and a supportive regulatory environment. Asia Pacific is expected to witness the highest growth rate due to the rising popularity of cryptocurrencies in countries like Japan, South Korea, and India. Europe also presents significant growth opportunities with increasing adoption and favorable legislative measures across the region.

Type Analysis

The cryptocurrency exchanges market can be segmented by type into Centralized, Decentralized, and Hybrid exchanges. Centralized exchanges, which operate similarly to traditional stock exchanges, are currently the most popular. These platforms are favored for their user-friendly interfaces, high liquidity, and robust security measures. However, they are also prone to regulatory scrutiny and hacking risks. Despite these challenges, centralized exchanges continue to dominate the market, with platforms like Coinbase, Binance, and Krak

Context

This minute by minute historical dataset of bitcoin prices offers a wealth of information for data scientists and analysts. In addition to the OHLC prices for each minute, this dataset also includes the volume of bitcoin traded during that time period. This granular data, going back to 2015, allows for in-depth analysis of the market fluctuations and trends of the world's most popular cryptocurrency.

With this dataset, researchers can study the underlying mechanisms of the bitcoin network, traders can gain a better understanding of market movements, and investors can make more informed decisions about their investments. The open, high, low, and close prices, as well as the volume data, provide a wealth of information for analyzing the market and identifying potential opportunities.

Whether you're looking to gain a competitive edge as a trader, conduct research on the bitcoin market, or simply want to learn more about the world of cryptocurrency, this dataset is a valuable resource. With its rich and detailed data, you'll be able to dive deep into the world of bitcoin and uncover insights that can help you make better decisions.

Content

• Timestamp: This is the UNIX timestamp or the "Epoch Time", number of seconds elapsed since 00:00:00 UTC on 1 January 1970.
• Date: Date and time of price recording.
• Open - This is the opening price of the time period (in US Dollars).
• High - This is the highest price of the time period (in US Dollars).
• Low - This is the lowest price of the time period (in US Dollars).
• Close - This is the closing price of the time period (in US Dollars).
• Volume BTC - This is the volume of ₿ transacted in the time interval.
• Volume USD - This is the volume of $ transacted in the time interval.

The Bitcoin (BTC) price again reached an all-time high in 2025, as values exceeded over 123,506.19 USD on October 6, 2025. Price hikes in early 2025 were connected to the approval of Bitcoin ETFs in the United States, while previous hikes in 2021 were due to events involving Tesla and Coinbase, respectively. Tesla's announcement in March 2021 that it had acquired 1.5 billion U.S. dollars' worth of the digital coin, for example, as well as the IPO of the U.S.'s biggest crypto exchange, fueled mass interest. The market was noticeably different by the end of 2022, however, after another crypto exchange, FTX, filed for bankruptcy.Is the world running out of Bitcoin?Unlike fiat currency like the U.S. dollar - as the Federal Reserve can simply decide to print more banknotes - Bitcoin's supply is finite: BTC has a maximum supply embedded in its design, of which roughly 89 percent had been reached in April 2021. It is believed that Bitcoin will run out by 2040, despite more powerful mining equipment. This is because mining becomes exponentially more difficult and power-hungry every four years, a part of Bitcoin's original design. Because of this, a Bitcoin mining transaction could equal the energy consumption of a small country in 2021.Bitcoin's price outlook: a potential bubble?Cryptocurrencies have few metrics available that allow for forecasting, if only because it is rumored that only a few cryptocurrency holders own a large portion of the available supply. These large holders - referred to as 'whales'-are' said to make up two percent of anonymous ownership accounts, while owning roughly 92 percent of BTC. On top of this, most people who use cryptocurrency-related services worldwide are retail clients rather than institutional investors. This means outlooks on whether Bitcoin prices will fall or grow are difficult to measure, as movements from one large whale are already having a significant impact on this market.

To better understand the growth and impact of Bitcoin and other cryptocurrencies you will, in this dataset, explore the market capitalization of different cryptocurrencies.

FTX's collapse in November 2022 meant that the market share of Binance and other leading crypto exchanges changed significantly from one month to the next. Binance, for instance, regained some of the market share it had lost between September and October 2022, growing by *** percentage points in the month of November. Kraken, especially, was affected as the increase of *** percentage point is the largest it had seen since 2021. The strong market position of Binance can also be observed when investigating the trading for crypto pairs on such exchanges, such as for Bitcoin - with trades on Binance that involve both Bitcoin and stablecoins being common. News that Binance was to take over FTX in 2022 initially led to a crypto trading volume that was *** to **** times higher than it was in the previous days. As of September 2025, Binance's market share stands at **** percentage points, reflecting its ongoing dominance in the crypto exchange market.

Digital finance, cryptocurrency and blockchain data in support of the EU Legislative Framework on crypto assets, digital currencies and blockchains, such as Establishment of the Digital Euro and Markets in Crypto-assets . On-chain and off-chain data including cryptocurrency distribution metrics. Transaction data by cohort, crypto exchange in- and outflows and block-specific data.

As of October 2024, Upbit had the highest Bitcoin price among Thailand's leading cryptocurrency exchange platforms. Bitcoin remains one of the most popular cryptocurrencies traded in Thailand, along with other digital currencies such as Ethereum and Tether.

Prices for BTCCOP Bitcoin Colombian Peso including live quotes, historical charts and news. BTCCOP Bitcoin Colombian Peso was last updated by Trading Economics this October 8 of 2025.

Global Cryptocurrency Exchange Platform market size is expected to reach $137.49 billion by 2029 at 25.9%, segmented as by centralized exchange, fiat-to-crypto exchanges, crypto-to-crypto exchanges

Cryptocurrency historical datasets from January 2012 (if available) to October 2021 were obtained and integrated from various sources and Application Programming Interfaces (APIs) including Yahoo Finance, Cryptodownload, CoinMarketCap, various Kaggle datasets, and multiple APIs. While these datasets used various formats of time (e.g., minutes, hours, days), in order to integrate the datasets days format was used for in this research study. The integrated cryptocurrency historical datasets for 80 cryptocurrencies including but not limited to Bitcoin (BTC), Ethereum (ETH), Binance Coin (BNB), Cardano (ADA), Tether (USDT), Ripple (XRP), Solana (SOL), Polkadot (DOT), USD Coin (USDC), Dogecoin (DOGE), Tron (TRX), Bitcoin Cash (BCH), Litecoin (LTC), EOS (EOS), Cosmos (ATOM), Stellar (XLM), Wrapped Bitcoin (WBTC), Uniswap (UNI), Terra (LUNA), SHIBA INU (SHIB), and 60 more cryptocurrencies were uploaded in this online Mendeley data repository. Although the primary attribute of including the mentioned cryptocurrencies was the Market Capitalization, a subject matter expert i.e., a professional trader has also guided the initial selection of the cryptocurrencies by analyzing various indicators such as Relative Strength Index (RSI), Moving Average Convergence/Divergence (MACD), MYC Signals, Bollinger Bands, Fibonacci Retracement, Stochastic Oscillator and Ichimoku Cloud. The primary features of this dataset that were used as the decision-making criteria of the CLUS-MCDA II approach are Timestamps, Open, High, Low, Closed, Volume (Currency), % Change (7 days and 24 hours), Market Cap and Weighted Price values. The available excel and CSV files in this data set are just part of the integrated data and other databases, datasets and API References that was used in this study are as follows: [1] https://finance.yahoo.com/ [2] https://coinmarketcap.com/historical/ [3] https://cryptodatadownload.com/ [4] https://kaggle.com/philmohun/cryptocurrency-financial-data [5] https://kaggle.com/deepshah16/meme-cryptocurrency-historical-data [6] https://kaggle.com/sudalairajkumar/cryptocurrencypricehistory [7] https://min-api.cryptocompare.com/data/price?fsym=BTC&tsyms=USD [8] https://min-api.cryptocompare.com/ [9] https://p.nomics.com/cryptocurrency-bitcoin-api [10] https://www.coinapi.io/ [11] https://www.coingecko.com/en/api [12] https://cryptowat.ch/ [13] https://www.alphavantage.co/ This dataset is part of the CLUS-MCDA (Cluster analysis for improving Multiple Criteria Decision Analysis) and CLUS-MCDAII Project: https://aimaghsoodi.github.io/CLUSMCDA-R-Package/ https://github.com/Aimaghsoodi/CLUS-MCDA-II https://github.com/azadkavian/CLUS-MCDA

View daily updates and historical trends for Bitcoin Price. Source: CoinGecko. Track economic data with YCharts analytics.

Prices for BTCUNI Bitcoin Uniswap including live quotes, historical charts and news. BTCUNI Bitcoin Uniswap was last updated by Trading Economics this October 7 of 2025.

Key Features

How to use this dataset

1. Market Analysis: Use the dataset to conduct in-depth market analysis by observing trends in price fluctuations (24h, 1h, 7d) across different cryptocurrencies. Identify correlations between changes in price and other factors like market capitalization and trading volume.

2. Ranking and Comparison: Leverage the rank attribute to compare and contrast cryptocurrencies based on their market cap, price, and percentage changes. Analyze the performance of different cryptocurrencies over various timeframes.

3. Supply Analysis: Study the supply-related attributes such as circulating supply, total supply, and maximum supply to assess the scarcity and potential growth of specific cryptocurrencies. Understand the implications of limited versus unlimited supply currencies on their value.

4. Trading Volume Insights: Explore the relationship between price changes and trading volume (both current and historical). Analyze how trading volume impacts price fluctuations and overall market behavior for each cryptocurrency.

5. Predictive Modeling: Utilize this dataset as a foundation for predictive modeling or forecasting cryptocurrency prices. Apply machine learning algorithms or statistical methods to predict potential price movements based on historical data and patterns.

If you find this dataset useful, give it an upvote – it's a small gesture that goes a long way! Thanks for your support. 😄

As of October 2024, The highest trading value of Ethereum was on Upbit. The prices of Ethereum and other cryptocurrencies varied among different exchanges due to the level of demand and supply for each market.

Dataset

This dataset was created by Busra Pehlivan

Released under Apache 2.0

Contents