Based on 24 hour trading volume, stablecoin Bitcoin outpaced Ethereum and, more importantly, Tether in May 2025, accounting for most crypto trades. This is unusual as stablecoin Tether often tends to be most traded - due to its use in purchasing other cryptocurrencies. Bitcoin's leading role is underlined in a market cap league table of more than 100 cryptocurrencies — including ones for DeFi, NFT and stablecoins. Bitcoin and Ethereum are typically the only ones to reach over *** billion U.S. dollars, with Ethereum usually following by around one **** this amount. Does this mean that Bitcoin gets traded more than Ethereum? Not necessarily, as the daily transactions of Ethereum tend to be significantly higher than that of Bitcoin.

On November 1, 2024, Tether had the highest market share of the most traded cryptocurrencies in Thailand, accounting for ** percent of the entire market. Other leading traded cryptocurrencies in Thailand were Bitcoin and Ethereum.

Crypto 24h trading volume declined as 2023 progressed, with figures being ********* lower than in 2022. The decline follows Binance - one of the biggest crypto exchanges in the world - received lawsuits in the United States. Observations are also that the crypto market was quiet after April, citing a lack of a "strong overarching narrative". This contrasts with 2021 and 2022 when cryptocurrency dominated the news and many people sought fortune in the digital currency. Bitcoin developments Bitcoin's trade volume slowed in the second quarter of 2023, after hitting a noticeable growth at the beginning of the year. The coin outperformed most of the market. Some attribute this to the announcement in June 2023 that BlackRock filed for a Bitcoin ETF. This iShares Bitcoin Trust was to use Coinbase Custody as its custodian. Regulators in the United States had not yet approved any applications for spot ETFs on Bitcoin. Changes in Ethereum staking in 2023 Ethereum's trade volume changed in 2023 due to the rollout of the Shapella (Shanghai and Cappella) upgrade. The update allowed investors to withdraw (unstake) Ethereum deposited into the network. Staking can be somewhat compared to depositing money at a bank, where one would submit money to be held and gains interest as time goes by. Lido has the highest staking pool (a platform that allows for staking) in Ethereum, higher than major crypto exchanges Coinbase and Kraken. As of October 1, 2025, the 24h trading volume stands at ******.

Context

A cryptocurrency, crypto-currency, or crypto is a collection of binary data which is designed to work as a medium of exchange. Individual coin ownership records are stored in a ledger, which is a computerized database using strong cryptography to secure transaction records, to control the creation of additional coins, and to verify the transfer of coin ownership. Cryptocurrencies are generally fiat currencies, as they are not backed by or convertible into a commodity. Some crypto schemes use validators to maintain the cryptocurrency. In a proof-of-stake model, owners put up their tokens as collateral. In return, they get authority over the token in proportion to the amount they stake. Generally, these token stakes get additional ownership in the token overtime via network fees, newly minted tokens, or other such reward mechanisms.

Cryptocurrency does not exist in physical form (like paper money) and is typically not issued by a central authority. Cryptocurrencies typically use decentralized control as opposed to a central bank digital currency (CBDC). When a cryptocurrency is minted or created prior to issuance or issued by a single issuer, it is generally considered centralized. When implemented with decentralized control, each cryptocurrency works through distributed ledger technology, typically a blockchain, that serves as a public financial transaction database

A cryptocurrency is a tradable digital asset or digital form of money, built on blockchain technology that only exists online. Cryptocurrencies use encryption to authenticate and protect transactions, hence their name. There are currently over a thousand different cryptocurrencies in the world, and many see them as the key to a fairer future economy.

Bitcoin, first released as open-source software in 2009, is the first decentralized cryptocurrency. Since the release of bitcoin, many other cryptocurrencies have been created.

Content

This Dataset is a collection of records of 3000+ Different Cryptocurrencies. * Top 395+ from 2021 * Top 3000+ from 2023

Structure of the Dataset

https://i.imgur.com/qGVJaHl.png" alt="">

Acknowledgements

This Data is collected from: https://finance.yahoo.com/. If you want to learn more, you can visit the Website.

Cover Photo by Worldspectrum: https://www.pexels.com/photo/ripple-etehereum-and-bitcoin-and-micro-sdhc-card-844124/

Context

This dataset provides a comprehensive overview of the cryptocurrency market, covering key metrics for over 10,000 cryptocurrencies. It includes real-time data on prices, percentage changes over various timeframes (1 hour, 24 hours, 7 days, 60 days, 90 days, and year-to-date), market capitalization, trading volumes, circulating supply, total supply, and more. The dataset is ideal for analyzing cryptocurrency trends, identifying market leaders, and understanding trading dynamics.

Acknowledgments

This dataset was created using publicly available data from CoinMarketCap through web scraping.

Inspiration

The idea for this dataset was inspired by the growing interest in cryptocurrency markets and the need for accessible, well-structured data for analysis. It aims to support researchers, analysts, and enthusiasts in exploring market trends, developing predictive models, and gaining deeper insights into the evolving world of digital currencies.

Analysis Ideas

1. Volatility: Identify the most and least volatile cryptocurrencies.
2. Price Prediction: Forecast prices based on historical trends.
3. Market Trends: Analyze seasonal patterns and market cap changes.
4. Correlation: Explore how price movements correlate across cryptocurrencies.
5. Supply Dynamics: Study the impact of supply metrics on price and liquidity.

Crypto trader CoinUp.io ranked among the largest cryptocurrency exchangers in the world in 2025, with trading volume that was about four times as high as Picol or Pionex. Binance was the second leading exchanger in the ranking, with trading volume over 16 billion U.S. dollars as of November 27, 2025. 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.

Crypto Trading and Technical Indicators

Understanding the Market Dynamics of 600 Popular Cryptocurrencies

By [source]

About this dataset

This dataset provides an unprecedented overview of the crypto industry, offering comprehensive market analysis of more than 600 well-known cryptocurrencies. The data contained in this dataset is extremely up-to-date, ranging from trading statuses, price movements and volatility levels to technical indicators and market capitalization. Perfect for those interested in cryptocurrency trading, technical analysis or investing, this data can be used to facilitate informed decisions and fulfill respective requirements.
The 35 columns present in this dataset enable users to gain a greater understanding into price movements and distinguish between various levels of volatility. It also allows users to analyze oscillator ratings for each crypto asset listed within for accurate risk management. Banks, investors, data analysts as well as crypto exchanges could all benefit from utilizing this powerful dataset; its ability to provide a top level summary into the entire crypto industry has earned it a valuable place among the cryptocurrency community worldwide

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For more datasets, click here.

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How to use the dataset

This dataset provides comprehensive market analysis of more than 600 popular cryptocurrencies, including trading prices, volatility, technical indicators, and market capitalization. In this guide, we'll cover what kind of information you can obtain from the dataset, how to use it effectively to gain insight into the crypto industry, and how to analyze the results in order to make informed decisions regarding cryptocurrency trading.

The dataset consists of 35 columns that are divided into two main categories: Market Information and Technical Indicators. The Market Information section contains data about each cryptocurrency's price performance – including change percentages for 1 week/1 month/3 months/6 months/1 year – as well as its fully diluted market capitalization (FD Mkt Cap), traded volume (Traded Vol), last trading price in USD (Last_y), available coins (Avail Coins), total coins created with a max supply(Total Coins) and its respective rating out of 5 stars by moving averages(Moving Averages Rating). The Technical Indicators section includes data pertaining to oscillator ratings (Oscillators Rating) such as Average Directional Index (ADX), Awesome Oscillator(AO), Average True Range(ATR) , Commodity Channel Index20(CCI20) etc., moving averages such as Simple Moving Average 20 days /50 days / 200 days (SMA20/ SMA50 / SMA200) , Bollinger Bands upper & lower limit lines comprised of standard deviations known as BB Up & BB Low respectively , Momentum(MOM ), Relative Strength Index14 day time frame indicator denoted by RSI14 , Macd level & signal line along with Stochitic %K &%D indicators.

With all that knowledge now let’s take a look at some tips on how you can analyse this data effectively. For example: finding safety ranks based on volatility scores or locatingcryptocurrencies whose MACD line has recently crossed over its signal line thus giving buy signals or vice versa giving sell signals also mining through various time frames using multiple technical indicators like ADX +CCI20+RSI14 etc can help spot potential trends which may be indicative for a particular currency . Also moving averages assessments over several time periods might be useful for calculating trend based values in order for possible bullish or bearish orientations . Furthermore when examining long term trends across multiple currencies it might be suitable carry out simple comparisons between certain columns from one currency against

Research Ideas

• Utilizing the price movements and technical indicators, investors can analyze the different crypto industry trends and develop strategies to apply them in their portfolios.
• Governmental institutions and banks can use this dataset to monitor the industry’s activity from country to country, helping create regulatory policies when necessary.
• Crypto exchanges can design algorithms based on this data set which will assist with detecting any manipulation or malicious activities in trades occurring in their platform

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication No Copyright - Y...

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

In July 2025, ******** was the cryptocurrency with the highest spot trading volume in Japan, with around *** billion units traded. ******* recorded the highest trading value in the same month.

📊 Binance Cryptocurrency Trading Data 🚀

💹 Comprehensive Trading Data with Processed Features for In-Depth Crypto Analysis

Description

Hey everyone! 😊 I'm excited to share this awesome dataset I pulled from the Binance Python API. This dataset is packed with detailed trading information and processed features, perfect for anyone interested in crypto trading analysis. Here’s what you'll find inside:

• 📅 Timestamp & Datetime: Original and processed timestamps in UTC, helping you track trades down to the exact second.
• 💰 Prices: Opening, highest, lowest, and closing prices for each trading interval, giving you a comprehensive view of market movements.
• 🔄 Volume: Trading volumes for each interval, showing the amount of cryptocurrency traded.
• 📆 Date Details: Year, month, day, and day of the week (0 = Monday, 6 = Sunday), so you can analyze patterns based on different time periods.
• ⏰ Hour: The hour of the trade, useful for intraday analysis.
• 📉 Lagged Values: Previous 1, 2, and 3 closing prices and trading volumes, providing context for short-term price movements and volume changes.

Sample Features

• 📅 timestamp & datetime: Track every trade with precise timing.
• 💰 open, high, low, close: Get a full picture of price action within each interval.
• 🔄 volume: Understand the trading activity and liquidity.
• 📆 year, month, day, day_of_week: Identify seasonal and weekly trends.
• ⏰ hour: Perfect for those looking into intraday trading strategies.
• 📉 close_lag_1, close_lag_2, close_lag_3: Use past closing prices to predict future movements.
• 📉 volume_lag_1, volume_lag_2, volume_lag_3: Analyze how past trading volumes influence current trends.

How to Use This Dataset

This dataset is perfect for: - 📈 Time Series Analysis: Analyze price and volume trends over time to predict future movements. Perfect for creating ARIMA or LSTM models. - 🔮 Predictive Modeling: Build models to forecast future prices and trading volumes based on historical data. Utilize machine learning algorithms like Random Forest, XGBoost, or Neural Networks. - 🔗 Correlation Analysis: Explore relationships between different price and volume variables. Find out how closely related different cryptocurrencies or trading pairs are. - 💡 Risk Analysis and Management: Develop strategies to manage trading risks in the volatile crypto market. Implement risk metrics like Value at Risk (VaR) and Conditional Value at Risk (CVaR).

Potential Project Ideas

• 🤖 Algorithmic Trading Strategies: Develop and backtest trading algorithms using the detailed price and volume data.
• 💬 Market Sentiment Analysis: Combine this dataset with social media sentiment data to predict market movements.
• 📊 Volatility Modeling: Study the volatility of different trading pairs and develop models to predict periods of high volatility.
• 🚨 Anomaly Detection: Identify unusual trading patterns or outliers that could indicate significant market events.

Feel free to explore, experiment, and share your insights. Let’s make some amazing projects together! 🚀✨

Quick Actions

Snapshot img

Cryptocurrency Market Size 2025-2029

The cryptocurrency market size is valued to increase USD 39.75 billion, at a CAGR of 16.7% from 2024 to 2029. Rising investment in digital assets will drive the cryptocurrency market.

Major Market Trends & Insights

North America dominated the market and accounted for a 48% growth during the forecast period.
By Type - Bitcoin segment was valued at USD 7.57 billion in 2023
By Component - Hardware segment accounted for the largest market revenue share in 2023

Market Size & Forecast

Market Opportunities: USD 313.81 billion
Market Future Opportunities: USD 39749.40 billion
CAGR from 2024 to 2029 : 16.7%

Market Summary

The market represents a dynamic and rapidly evolving ecosystem, driven by core technologies such as blockchain and decentralized finance (DeFi), which have fueled the creation and adoption of various applications and service types. Notably, digital assets have gained increasing acceptance in the retail sector, with major companies like Microsoft, Starbucks, and Tesla integrating cryptocurrencies into their payment systems. However, the market is not without challenges, including the volatility of cryptocurrency values, which can impact investor confidence and regulatory uncertainty. According to Statista, the number of cryptocurrency users worldwide is projected to reach 223 million by 2022, underscoring the growing importance of this market.
Rising investment in digital assets and the potential for new use cases continue to present significant opportunities for innovation and growth.

What will be the Size of the Cryptocurrency Market during the forecast period?

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How is the Cryptocurrency Market Segmented ?

The cryptocurrency industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Type

  Bitcoin
  Ethereum
  Others
  Ripple
  Bitcoin Cash
  Cardano


Component

  Hardware
  Software


Process

  Mining
  Transaction
  Mining
  Transaction


End-Use

  Trading
  E-commerce and Retail
  Peer-to-Peer Payment
  Remittance


Geography

  North America

    US
    Canada


  Europe

    Germany
    Italy
    Switzerland
    The Netherlands
    UK


  APAC

    China
    Japan


  South America

    Brazil


  Rest of World (ROW)

By Type Insights

The bitcoin segment is estimated to witness significant growth during the forecast period.

Bitcoin, the world's largest cryptocurrency with a market capitalization of over USD470 billion, is a decentralized digital currency that operates on a peer-to-peer (P2P) network, bypassing the need for central authorities. Bitcoin's popularity is driven by its use of blockchain technology, which ensures secure, transparent, and immutable transactions through digital signatures and cryptographic hashing. The Bitcoin network faces scalability challenges, requiring ongoing improvements to transaction throughput and mining difficulty to maintain network security. KYC procedures and AML regulations are crucial for regulatory compliance, with exchange protocols implementing strict identity verification processes. Bitcoin's value is influenced by cryptocurrency volatility, with mining pools and consensus mechanisms like Proof of Work and Proof of Stake contributing to the creation and distribution of new coins.

Wallet security is paramount, with hardware wallets and cold storage providing enhanced security compared to software wallets. Decentralized exchanges and smart contracts, enabled by the Ethereum blockchain and public key cryptography, offer privacy protocols and zero-knowledge proofs to ensure secure transactions. The market is continually evolving, with ongoing activities and patterns shaping the landscape. Approximately 8% of Americans engage in cryptocurrency trading, with stablecoins like Tether, USD Coin, Binance USD, and DAI playing a significant role in the market. Despite its volatility, Bitcoin's impact on finance and technology is undeniable.

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The Bitcoin segment was valued at USD 7.57 billion in 2019 and showed a gradual increase during the forecast period.

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Regional Analysis

North America is estimated to contribute 48% to the growth of the global market during the forecast period.Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

See How Cryptocurrency Market Demand is Rising in North America Request Free Sample

The market in North America is experiencing significant growth, driven by the presence of numerous market participants and innovative technological advancements in the region. The burgeoning demand for digital

Introduction: The "Cryptocurrency Price Analysis Dataset: BTC, ETH, XRP, LTC (2018-2023)" is a comprehensive dataset that captures the daily price movements of six popular cryptocurrencies. It covers a period from January 1, 2018, to May 31, 2023, providing a valuable resource for researchers, analysts, and enthusiasts interested in studying the historical price behavior of these digital assets.

Description: This dataset contains a wealth of information for six major cryptocurrencies: Bitcoin (BTC), Ethereum (ETH), Ripple (XRP), and Litecoin (LTC). The data spans a time frame of over five years, enabling users to explore long-term trends, analyze volatility patterns, and gain insights into market dynamics.

Columns:

1. Crypto: This column specifies the name of the cryptocurrency (e.g., BTC, ETH, XRP, LTC).
2. Date: The date on which the price data was recorded.
3. Open: The opening price of the cryptocurrency at the beginning of the day.
4. High: The highest price reached by the cryptocurrency during the day.
5. Low: The lowest price reached by the cryptocurrency during the day.
6. Close: The closing price of the cryptocurrency at the end of the day.

Use Cases: The dataset offers numerous possibilities for analysis and research within the field of cryptocurrencies. Here are a few potential use cases:

1. Price Analysis: Researchers can investigate the historical price movements of each cryptocurrency to identify trends, patterns, and potential correlations between different assets.
2. Volatility Study: The dataset enables the study of volatility in cryptocurrency markets, helping users understand the frequency and magnitude of price fluctuations.
3. Market Performance: Analysts can analyze the performance of individual cryptocurrencies over time, comparing returns and risk measures to assess their investment potential.
4. Trading Strategies: Traders can utilize the dataset to develop and backtest trading strategies based on technical indicators, price patterns, or machine learning algorithms.
5. Sentiment Analysis: Combine this dataset with external sentiment data to explore the relationship between market sentiment and cryptocurrency price movements. By sharing this dataset on Kaggle, you are providing a valuable resource to the data science community, encouraging collaborative research, and enabling the development of innovative models and solutions within the cryptocurrency domain.

Please note that this dataset is for educational and research purposes only and should not be used for making financial decisions without thorough analysis and consultation with financial professionals.

The Cryptocurrency Market Report Segments the Industry by Transaction Purpose (Payments & Remittances, Trading and Investment Transfers, Decentralized Finance (DeFi) Protocol Flows, and More), by User Type (Retail and Institutional), by Cryptocurrency (BTC, ETH, Ripple, and More), and by Geography (North America, South America, Europe, and More). The Crypto Market Forecasts are Provided in Terms of Value (USD).

The global cryptocurrency trading platform market is projected to grow from XXX million in 2023 to XXX million by 2033, at a CAGR of XX% from 2023 to 2033. The increasing popularity of cryptocurrencies, coupled with the rising demand for secure and reliable trading platforms, is driving the growth of the market. Additionally, the growing adoption of blockchain technology and the increasing regulatory clarity in the cryptocurrency sector are further contributing to the growth of the market. In terms of segmentation, the market is divided into type, application, and region. Based on type, the stablecoins trading segment is expected to hold the largest market share over the forecast period. Based on application, the e-commerce and retail segment is expected to witness the highest growth rate over the forecast period. Geographically, North America is expected to dominate the market, followed by Europe and Asia Pacific. The presence of major cryptocurrency exchanges and the growing adoption of cryptocurrencies in these regions are driving the growth of the market in these regions. The cryptocurrency trading platform market has experienced significant growth in recent years, driven by the increasing adoption of digital assets. This report provides an in-depth analysis of the industry, including concentration and characteristics, product insights, regional trends, growth catalysts, and challenges and restraints.

Cryptocurrency Exchange Market Outlook

According to our latest research, the global cryptocurrency exchange market size reached USD 54.6 billion in 2024, reflecting robust growth driven by increased digital asset adoption and institutional participation. The market is projected to expand at a compelling CAGR of 15.8% from 2025 to 2033, reaching an estimated USD 206.2 billion by 2033. This impressive trajectory is fueled by growing public awareness, regulatory advancements, and the proliferation of new trading products and services across the digital asset ecosystem. As per the most recent analysis, the cryptocurrency exchange market continues to witness significant momentum, underpinned by the integration of advanced technologies and greater acceptance among both retail and institutional participants.

One of the primary growth factors for the cryptocurrency exchange market is the increasing mainstream acceptance of digital assets as legitimate investment vehicles. The proliferation of educational content, media coverage, and high-profile endorsements has significantly improved public perception of cryptocurrencies, leading to a surge in new user registrations and trading volumes on both centralized and decentralized exchange platforms. In addition, the entry of traditional financial institutions and fintech companies into the crypto space has further legitimized the industry, attracting a broader demographic of investors. The expansion of payment gateways and fiat-to-crypto onramps has also simplified the process for first-time users, reducing barriers to entry and fostering greater participation in the market.

Technological innovation is another pivotal driver shaping the growth trajectory of the cryptocurrency exchange market. The integration of artificial intelligence, machine learning, and blockchain-based security protocols has enhanced the reliability, transparency, and efficiency of trading platforms. These advancements have enabled exchanges to offer sophisticated trading tools, real-time analytics, and automated trading strategies, catering to both novice and professional traders. Furthermore, the rise of decentralized finance (DeFi) protocols and non-custodial wallets has introduced new paradigms in asset management and trading, empowering users with greater control over their funds. As a result, exchanges that adapt quickly to technological trends are better positioned to capture market share and meet evolving consumer demands.

Regulatory developments have also played a crucial role in shaping the cryptocurrency exchange market. Governments and regulatory bodies across major economies are increasingly introducing frameworks to govern digital asset trading, aiming to enhance investor protection and curb illicit activities. Clearer regulatory guidelines have encouraged institutional investors to enter the market, contributing to higher trading volumes and increased liquidity. At the same time, compliance requirements have prompted exchanges to invest in robust Know Your Customer (KYC) and Anti-Money Laundering (AML) solutions, fostering a more secure and transparent trading environment. While regulatory uncertainty remains a concern in some regions, the overall trend towards more defined policies is expected to support the long-term growth of the market.

Regionally, the cryptocurrency exchange market demonstrates diverse growth dynamics, with Asia Pacific, North America, and Europe emerging as the most significant contributors. The Asia Pacific region, led by countries such as Singapore, South Korea, and Japan, is witnessing rapid adoption due to favorable regulatory environments and a tech-savvy population. North America, particularly the United States and Canada, remains a hub for institutional investment and innovation, while Europe continues to advance with progressive regulatory frameworks and a growing number of licensed exchanges. Latin America and the Middle East & Africa are also experiencing increased activity, driven by economic instability, remittance needs, and growing digital literacy. The interplay of these regional factors is expected to shape the global landscape of the cryptocurrency exchange market throughout the forecast period.

Platform Type Analysis

The platform type segment of the cryptocurrency exchange market encompasses centralized exchanges (CEX), decentralized exchanges (DEX), and hybrid exchanges. Centralized exchanges have historically dominated the market, accoun

Thousands of new cryptocurrencies have been introduced in recent years. Most are introduced with a so-called "whitepaper" containing a mix of technical documentation, legal boilerplate and marketing material. Notably, many proposed currencies reuse text from previous established cryptocurrencies. We analyze the whitepapers from 1 260 actively traded cryptocurrencies and 2 039 ICOs. We develop two measures of similarity. Moderately similar papers reuse text in a portion of the paper, often the legal disclaimers. By contrast, some highly similar whitepapers appear to copy most of the text. 4% of coin and 19% of ICO whitepapers are highly similar to those of traded coins. The fraction rises to 64% for coins and 67% for ICOs when we consider moderate text reuse.

This dataset contains historical price data for the top global cryptocurrencies, sourced from Yahoo Finance. The data spans the following time frames for each cryptocurrency:

BTC-USD (Bitcoin): From 2014 to December 2024 ETH-USD (Ethereum): From 2017 to December 2024 XRP-USD (Ripple): From 2017 to December 2024 USDT-USD (Tether): From 2017 to December 2024 SOL-USD (Solana): From 2020 to December 2024 BNB-USD (Binance Coin): From 2017 to December 2024 DOGE-USD (Dogecoin): From 2017 to December 2024 USDC-USD (USD Coin): From 2018 to December 2024 ADA-USD (Cardano): From 2017 to December 2024 STETH-USD (Staked Ethereum): From 2020 to December 2024

Key Features:

Date: The date of the record. Open: The opening price of the cryptocurrency on that day. High: The highest price during the day. Low: The lowest price during the day. Close: The closing price of the cryptocurrency on that day. Adj Close: The adjusted closing price, factoring in stock splits or dividends (for stablecoins like USDT and USDC, this value should be the same as the closing price). Volume: The trading volume for that day.

Data Source:

The dataset is sourced from Yahoo Finance and spans daily data from 2014 to December 2024, offering a rich set of data points for cryptocurrency analysis.

Use Cases:

Market Analysis: Analyze price trends and historical market behavior of leading cryptocurrencies. Price Prediction: Use the data to build predictive models, such as time-series forecasting for future price movements. Backtesting: Test trading strategies and financial models on historical data. Volatility Analysis: Assess the volatility of top cryptocurrencies to gauge market risk. Overview of the Cryptocurrencies in the Dataset: Bitcoin (BTC): The pioneer cryptocurrency, often referred to as digital gold and used as a store of value. Ethereum (ETH): A decentralized platform for building smart contracts and decentralized applications (DApps). Ripple (XRP): A payment protocol focused on enabling fast and low-cost international transfers. Tether (USDT): A popular stablecoin pegged to the US Dollar, providing price stability for trading and transactions. Solana (SOL): A high-speed blockchain known for low transaction fees and scalability, often seen as a competitor to Ethereum. Binance Coin (BNB): The native token of Binance, the world's largest cryptocurrency exchange, used for various purposes within the Binance ecosystem. Dogecoin (DOGE): Initially a meme-inspired coin, Dogecoin has gained a strong community and mainstream popularity. USD Coin (USDC): A fully-backed stablecoin pegged to the US Dollar, commonly used in decentralized finance (DeFi) applications. Cardano (ADA): A proof-of-stake blockchain focused on scalability, sustainability, and security. Staked Ethereum (STETH): A token representing Ethereum staked in the Ethereum 2.0 network, earning staking rewards.

This dataset provides a comprehensive overview of key cryptocurrencies that have shaped and continue to influence the digital asset market. Whether you're conducting research, building prediction models, or analyzing trends, this dataset is an essential resource for understanding the evolution of cryptocurrencies from 2014 to December 2024.

Cryptocurrency Trading Analytics AI Market Outlook

According to our latest research, the global Cryptocurrency Trading Analytics AI market size reached USD 1.17 billion in 2024, reflecting robust momentum driven by increasing demand for advanced analytics in digital asset trading. The market is projected to expand at a compelling CAGR of 24.3% from 2025 to 2033, with the total market value anticipated to hit USD 9.22 billion by 2033. This exceptional growth is fueled by the rapid adoption of artificial intelligence (AI) technologies in cryptocurrency trading, the proliferation of digital assets, and the escalating need for real-time data-driven insights to enhance trading strategies and risk management.

The primary growth driver for the Cryptocurrency Trading Analytics AI market is the intensifying complexity and volatility of the cryptocurrency landscape. As digital assets become integral to global investment portfolios, traders and institutions are increasingly seeking sophisticated AI-powered analytics to interpret vast datasets, identify trading opportunities, and mitigate risks. The surge in high-frequency trading and the emergence of decentralized finance (DeFi) have further heightened the demand for advanced analytics tools capable of processing real-time market data and generating actionable insights. Additionally, the continuous evolution of machine learning algorithms and natural language processing is empowering market participants to automate trading strategies, optimize asset allocation, and adapt to rapid market shifts with unprecedented agility.

Another significant factor propelling market expansion is the growing regulatory scrutiny and compliance requirements in the cryptocurrency sector. As governments and regulatory bodies worldwide tighten oversight on digital asset trading, market participants are leveraging AI-driven analytics to ensure transparency, monitor suspicious activities, and maintain robust compliance frameworks. The integration of AI in fraud detection and anti-money laundering (AML) processes has become indispensable for exchanges, hedge funds, and institutional investors. Furthermore, the increasing adoption of cloud-based analytics platforms is enabling seamless access to powerful computational resources, fostering collaboration, and accelerating the deployment of innovative AI solutions across the trading ecosystem.

The proliferation of institutional investment in cryptocurrencies is also a key growth catalyst for the Cryptocurrency Trading Analytics AI market. Institutional investors, including hedge funds, asset managers, and proprietary trading firms, are intensifying their focus on digital assets, necessitating advanced analytics to manage large-scale portfolios and complex risk exposures. The influx of institutional capital is driving demand for customizable AI platforms that offer end-to-end solutions encompassing portfolio management, risk assessment, market forecasting, and trading signal generation. As the competitive landscape evolves, market players are increasingly prioritizing research and development initiatives to enhance the accuracy, scalability, and security of their AI-powered analytics offerings.

From a regional perspective, North America remains the largest market for Cryptocurrency Trading Analytics AI, accounting for over 38% of the global revenue in 2024. The region’s dominance is attributed to the presence of leading AI and blockchain technology providers, a mature financial ecosystem, and widespread adoption of digital assets among both retail and institutional investors. Europe and Asia Pacific are also witnessing significant growth, driven by favorable regulatory frameworks, technological innovation, and increasing participation in cryptocurrency trading. Emerging markets in Latin America and the Middle East & Africa are gradually embracing AI-powered analytics as digital asset adoption accelerates, presenting new opportunities for market expansion in the coming years.

Component Analysis

The Component segment of the Cryptocurrency Trading Analytics AI market is categorized into Software, Services, and Platforms, each playing a distinct yet interconnected role in the ecosystem. Software solutions form the backbone of the market, accounting for the largest revenue share in 2024. These solutions encompass a wide range of AI-powered tools, including algorithmic trading engines, predictive analytics modules, and real-time

Litecoin Trading Market Outlook

The global Litecoin trading market size was valued at approximately USD 2.5 billion in 2023 and is projected to reach around USD 10 billion by 2032, growing at a robust CAGR of 16.2% from 2024 to 2032. The primary growth factors driving this market include increased adoption of cryptocurrencies, advancements in blockchain technology, and the rise of decentralized finance (DeFi) platforms.

One of the significant growth drivers of the Litecoin trading market is the increasing acceptance of cryptocurrencies in various sectors. With more businesses and institutions embracing digital currency for transactions, Litecoin has seen a significant uptick in trading volumes. The ease of transaction, lower fees, and faster processing times compared to traditional banking systems are encouraging more users to adopt Litecoin, thereby boosting the trading market.

Another crucial factor contributing to the growth of the Litecoin trading market is the advancement in blockchain technology. Continuous improvements in blockchain security, scalability, and interoperability are making Litecoin a more attractive option for traders. Enhanced security measures are crucial in gaining the trust of both retail and institutional investors, while scalability ensures that the network can handle increasing transaction volumes without compromising speed. Interoperability with other blockchain networks further increases the utility and liquidity of Litecoin, making it a preferred choice for traders.

The rise of decentralized finance (DeFi) platforms is also playing a pivotal role in driving the Litecoin trading market. DeFi platforms offer various financial services like lending, borrowing, and trading without the need for traditional intermediaries like banks. The integration of Litecoin into these platforms has significantly boosted its trading volumes. Moreover, DeFi platforms provide a level of financial inclusivity and transparency that traditional financial systems cannot match, attracting a younger, tech-savvy demographic to Litecoin trading.

In terms of regional outlook, North America remains one of the most prominent markets for Litecoin trading, driven by technological advancements and high cryptocurrency adoption rates. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period. The increasing number of cryptocurrency exchanges and favorable regulatory frameworks in countries like Japan, South Korea, and Singapore are some of the key factors driving the market in this region. European markets, especially in countries like Germany and Switzerland, are also showing promising growth due to progressive regulatory stances and high levels of digital innovation.

Trading Type Analysis

Spot trading is one of the most prevalent forms of Litecoin trading. In spot trading, assets are exchanged instantly between buyers and sellers at the current market price. This type of trading is highly favored for its simplicity and immediacy, making it an attractive option for beginner traders. The ease of entry and straightforward mechanics make spot trading accessible to a broad audience, thus contributing significantly to the overall trading volume in the Litecoin market.

Margin trading, on the other hand, allows traders to borrow funds to increase their trading position, offering the potential for higher returns. This type of trading is more complex and involves a higher risk, attracting more experienced traders. The appeal of margin trading lies in its capability to amplify potential profits, although it also increases the risk of significant losses. The growing number of platforms offering margin trading services for Litecoin is expected to further propel its market growth.

Futures trading is another crucial segment within the Litecoin trading market. In futures trading, contracts are made to buy or sell Litecoin at a predetermined price at a future date. This type of trading is particularly popular among institutional investors looking to hedge against price volatility. The increasing participation of institutional investors in Litecoin futures trading is providing additional market liquidity and stability, which is beneficial for the overall market growth.

The growing sophistication of trading tools and platforms is also driving the popularity of different trading types. Advanced algorithms and AI-driven analytics are making it easier for traders to execute complex trades and manage risks more effectively. This is not only attracting more reta

Top 100 cryptocurrency token price data with 1-minute resolution.

stereotic.com aggregates Binance transaction data into one-minute intervals, forming price and volume candlesticks (basic statistics). These are then used to create comparative analysis visualizations. The same data utilized for these visualizations is downloaded, processed, and regularly updated in this Kaggle dataset.

The CSV and Parquet files contain the same data for every month, except that the rows with 0 volume are dropped in the CSV: open open price (USD) high highest price (USD) low lowest price (USD) close closing price (USD) volume trading volume (token) weightedAverage weighted average price (USD) start_time_utc start of the 1-minute candlestick (UTC epoch) id token ID symbol token symbol start_time start time as a timestamp (UTC)

Disclaimer: I am one of the founders of Stereotic. This dataset is provided "as is" without any warranty or guarantee of any kind, either express or implied, including, but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. The creators of this dataset make no representations or warranties regarding the accuracy, completeness, or reliability of the data. Users assume all risks associated with the use of this dataset and are solely responsible for all outcomes, including any damages, errors, or consequences arising from its use.

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