100+ datasets found
  1. Top 100 crypto exchanges in the world based on 24h trade volume on March 21,...

    • statista.com
    Updated Mar 24, 2025
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    Statista (2025). Top 100 crypto exchanges in the world based on 24h trade volume on March 21, 2025 [Dataset]. https://www.statista.com/statistics/864738/leading-cryptocurrency-exchanges-traders/
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    Dataset updated
    Mar 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Mar 21, 2025
    Area covered
    World
    Description

    Crypto trader Binance ranked among the largest cryptocurrency exchangers in the world in 2024, with trading volume that was several times as high as Bybit or OKX. It should be noted that these figures are separate from 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 exchanges 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.

  2. Biggest Bitcoin (BTC) exchanges based on 24h volume on March 21, 2025

    • statista.com
    Updated Mar 21, 2025
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    Statista (2025). Biggest Bitcoin (BTC) exchanges based on 24h volume on March 21, 2025 [Dataset]. https://www.statista.com/statistics/1343483/biggest-bitcoin-spot-markets/
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    Dataset updated
    Mar 21, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Mar 21, 2025
    Area covered
    Worldwide
    Description

    The most popular Bitcoin trade in December 2024 involved the Bitcoin/Tether pair on Binance, making up nearly five percent of total 24h trade volume. Trades involving Bitcoin (BTC) and Tether (USDT) were also frequent on other exchanges, such as Bybit, Coinbase, and OKX. Among the biggest cryptocurrency exchanges in the world, Bitcoin was traded relatively frequently on Binance - having multiple entries in this list, with the BTC/BUSD and BTC/USD pairs - whereas no trades were observed for a platform like Mandala Exchange.

  3. Cryptocurrencies most frequently listed on crypto exchanges in Japan 2025

    • statista.com
    Updated Jan 20, 2025
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    Statista (2025). Cryptocurrencies most frequently listed on crypto exchanges in Japan 2025 [Dataset]. https://www.statista.com/statistics/1276409/japan-number-crypto-exchanges-offering-cryptocurrencies-by-coin/
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    Dataset updated
    Jan 20, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 20, 2025
    Area covered
    Japan
    Description

    As of January 2025, transactions with Bitcoin and Ethereum were offered by 29 crypto-asset exchange service providers and financial instruments business operators in Japan, making them the most frequently offered coins. A total of 102 different virtual coins were offered in Japan. Cryptocurrency exchanges in Japan Around 27 cryptocurrency exchanges were registered with the Financial Services Agency (FSA), Japan’s financial market regulator. Binance Japan handled the largest number of coins, followed by BitTrade and OKCoin Japan.Due to tight regulations regarding the launch of new cryptocurrencies, Japanese trading platforms often offer fewer coins than their international counterparts. To facilitate listings of the most common coins, such as Bitcoin and Ethereum, Japan’s self-regulatory body for the cryptocurrency industry, JVCEA, launched a green list of pre-approved tokens in 2022. Hacking incidents have spurred tightened regulations Japan is not only known for its early adoption of cryptocurrency, but also for being a forerunner in regulating the crypto industry. The first legal framework for the cryptocurrency industry was passed as early as 2016. Since then, the FSA has gradually tightened regulations. This is the result of two major hacking incidents at Mt. Gox and Coincheck in 2014 and 2018, in which crypto assets worth billions of yen were lost. Although the regulations are seen as progressive, they are also believed to hinder the growth of the industry.

  4. Cryptocurrency Market Analysis North America, Europe, APAC, South America,...

    • technavio.com
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    Technavio, Cryptocurrency Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, UK, Germany, Switzerland, Brazil, China, Canada, Japan, Italy, The Netherlands - Size and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/cryptocurrency-market-industry-analysis
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    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global
    Description

    Snapshot img

    Cryptocurrency Market Size 2025-2029

    The cryptocurrency market size is forecast to increase by USD 39.75 billion at a CAGR of 16.7% between 2024 and 2029.

    The market continues to evolve at an unprecedented pace, driven by increasing investment in digital assets and growing acceptance by retailers as a legitimate form of currency. According to recent reports, global investment in cryptocurrencies reached an all-time high in 2020, with institutional investors leading the charge. This trend is expected to continue, as more financial institutions explore the benefits of cryptocurrencies for portfolio diversification and transaction settlement. However, the market's volatility remains a significant challenge for both investors and businesses. The value of cryptocurrencies can fluctuate dramatically in a short period, making it difficult to predict future trends and assess risk. Despite this, many companies are finding ways to capitalize on the opportunities presented by the market. For instance, some retailers have begun accepting Bitcoin and other cryptocurrencies as payment, while others are exploring blockchain technology to streamline transactions and enhance security. To navigate this complex and dynamic market, companies must stay informed about the latest trends and developments. This includes keeping abreast of regulatory changes, technological advancements, and market sentiment. By doing so, they can position themselves to take advantage of emerging opportunities and mitigate potential risks. Overall, the market offers significant potential for growth and innovation, but also presents unique challenges that require careful planning and strategic foresight.

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

    Request Free SampleThe market, driven by the underlying technology of blockchain, represents a decentralized currency system that has gained significant global adoption as a digital alternative to traditional fiat currencies. With a total market capitalization surpassing USD2 trillion, this dynamic market is characterized by price volatility, presenting both opportunities and risks for investors. Theft and security concerns, regulatory outlook, and energy consumption with environmental effects are among the challenges faced by this industry. Skilled developers and financial services institutions are increasingly embracing this digital revolution, leveraging blockchain technology to create innovative consumer protection solutions and ensure financial stability. Meanwhile, the rise of decentralized systems and public ledgers has given way to the proliferation of digital assets, leading to an influx of fraudulent investments. Renewable energy sources and blockchain talent are becoming essential components of the cryptocurrency ecosystem as the industry strives to address concerns related to energy consumption and environmental effects.

    How is this Cryptocurrency Industry 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. TypeBitcoinEthereumOthersRippleBitcoin CashCardanoComponentHardwareSoftwareProcessMiningTransactionMiningTransactionEnd-UseTradingE-commerce and RetailPeer-to-Peer PaymentRemittanceTradingE-commerce and RetailPeer-to-Peer PaymentRemittanceGeographyNorth AmericaUSCanadaEuropeGermanyItalySwitzerlandThe NetherlandsUKAPACChinaJapanSouth AmericaBrazilMiddle East and Africa

    By Type Insights

    The bitcoin segment is estimated to witness significant growth during the forecast period.Bitcoin, the largest cryptocurrency by market capitalization, is a decentralized digital currency valued at over USD470 billion. It operates on a peer-to-peer (P2P) system without central authorities. The top four stablecoins, Tether, USD Coin, Binance USD, and DAI, are directly pegged to the US dollar and collectively hold a significant market share. In the US, approximately 8% of the population engages in cryptocurrency trading. Bitcoin, as a digital asset, is created, stored, processed, and transferred using blockchain technology – a decentralized system. Other cryptocurrencies like Ethereum, Ripple, and Litecoin also follow this model. The market is evolving, with financial services increasingly adopting digital assets for transactions, investments, and consumer protection. Blockchain technology powers digital wallets, crypto exchanges, and smart contracts, enabling decentralized finance, token offerings, and decentralized applications. The market is subject to price volatility and theft risk, necessitating wallet security and regulatory compliance. Energy consumption and environmental effects are areas of concern, with renewable energy solutions emerging. Skilled developers are in high demand for cre

  5. m

    Data from: Dataset for Bitcoin arbitrage in different cryptocurrency...

    • data.mendeley.com
    Updated Sep 14, 2021
    + more versions
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    Rasa Bruzgė (2021). Dataset for Bitcoin arbitrage in different cryptocurrency exchanges [Dataset]. http://doi.org/10.17632/sghd8vbvbp.2
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    Dataset updated
    Sep 14, 2021
    Authors
    Rasa Bruzgė
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    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”

  6. Monthly market share of 16 different crypto exchanges 2025

    • statista.com
    • flwrdeptvarieties.store
    Updated Mar 21, 2025
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    Monthly market share of 16 different crypto exchanges 2025 [Dataset]. https://www.statista.com/statistics/1347421/historical-market-share-of-crypto-exchanges/
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    Dataset updated
    Mar 21, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Apr 2024 - Feb 2025
    Area covered
    Worldwide
    Description

    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 0.8 percentage points in the month of November. Kraken, especially, was affected as the increase of one 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 two to four times higher than it was in the previous days.

  7. Bitcoin Price History - Dataset, Chart, 5 Years, 10 Years, by Month, Halving...

    • moneymetals.com
    csv, json, xls, xml
    Updated Sep 12, 2024
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    Money Metals Exchange (2024). Bitcoin Price History - Dataset, Chart, 5 Years, 10 Years, by Month, Halving [Dataset]. https://www.moneymetals.com/bitcoin-price
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    json, xml, csv, xlsAvailable download formats
    Dataset updated
    Sep 12, 2024
    Dataset provided by
    Money Metals
    Authors
    Money Metals Exchange
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 3, 2009 - Sep 12, 2023
    Area covered
    World
    Measurement technique
    Tracking market benchmarks and trends
    Description

    In March 2024 Bitcoin BTC reached a new all-time high with prices exceeding 73000 USD marking a milestone for the cryptocurrency market This surge was due to the approval of Bitcoin exchange-traded funds ETFs in the United States allowing investors to access Bitcoin without directly holding it This development increased Bitcoin’s credibility and brought fresh demand from institutional investors echoing previous price surges in 2021 when Tesla announced its 15 billion investment in Bitcoin and Coinbase was listed on the Nasdaq By the end of 2022 Bitcoin prices dropped sharply to 15000 USD following the collapse of cryptocurrency exchange FTX and its bankruptcy which caused a loss of confidence in the market By August 2024 Bitcoin rebounded to approximately 64178 USD but remained volatile due to inflation and interest rate hikes Unlike fiat currency like the US dollar Bitcoin’s supply is finite with 21 million coins as its maximum supply By September 2024 over 92 percent of Bitcoin had been mined Bitcoin’s value is tied to its scarcity and its mining process is regulated through halving events which cut the reward for mining every four years making it harder and more energy-intensive to mine The next halving event in 2024 will reduce the reward to 3125 BTC from its current 625 BTC The final Bitcoin is expected to be mined around 2140 The energy required to mine Bitcoin has led to criticisms about its environmental impact with estimates in 2021 suggesting that one Bitcoin transaction used as much energy as Argentina Bitcoin’s future price is difficult to predict due to the influence of large holders known as whales who own about 92 percent of all Bitcoin These whales can cause dramatic market swings by making large trades and many retail investors still dominate the market While institutional interest has grown it remains a small fraction compared to retail Bitcoin is vulnerable to external factors like regulatory changes and economic crises leading some to believe it is in a speculative bubble However others argue that Bitcoin is still in its early stages of adoption and will grow further as more institutions and governments recognize its potential as a hedge against inflation and a store of value 2024 has also seen the rise of Bitcoin Layer 2 technologies like the Lightning Network which improve scalability by enabling faster and cheaper transactions These innovations are crucial for Bitcoin’s wider adoption especially for day-to-day use and cross-border remittances At the same time central bank digital currencies CBDCs are gaining traction as several governments including China and the European Union have accelerated the development of their own state-controlled digital currencies while Bitcoin remains decentralized offering financial sovereignty for those who prefer independence from government control The rise of CBDCs is expected to increase interest in Bitcoin as a hedge against these centralized currencies Bitcoin’s journey in 2024 highlights its growing institutional acceptance alongside its inherent market volatility While the approval of Bitcoin ETFs has significantly boosted interest the market remains sensitive to events like exchange collapses and regulatory decisions With the limited supply of Bitcoin and improvements in its transaction efficiency it is expected to remain a key player in the financial world for years to come Whether Bitcoin is currently in a speculative bubble or on a sustainable path to greater adoption will ultimately be revealed over time.

  8. The 24 most popular crypto exchanges in the U.S. 2021-2023

    • statista.com
    Updated Jun 21, 2024
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    Statista (2024). The 24 most popular crypto exchanges in the U.S. 2021-2023 [Dataset]. https://www.statista.com/statistics/1288608/crypto-platforms-used-in-usa/
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    Dataset updated
    Jun 21, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    A United States consumer survey suggests that Coinbase was more popular for crypto trading in 2023 than Robinhood and Crypto.com combined. More than six out of 10 U.S. crypto owners indicated in February 2023 they used Coinbase as a platform. This is similar to information on which crypto wallets are popular in the United States, where Coinbase also ranked as a popular platform based on daily active users. The source of this particular ranking, however, did not ask additional questions on how these platforms are used, such as for buying or selling, or only for cryptocurrency storage.

  9. d

    Crypto Trade Data - Kaiko Market Data. Cefi & DeFi | Bitcoin Trade Volumes |...

    • datarade.ai
    .json, .csv
    Updated Aug 22, 2024
    + more versions
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    Kaiko (2024). Crypto Trade Data - Kaiko Market Data. Cefi & DeFi | Bitcoin Trade Volumes | 1000's of instruments | Market order books | Liquidity | Research [Dataset]. https://datarade.ai/data-products/crypto-trade-data-kaiko-market-data-cefi-defi-bitcoin-kaiko
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Aug 22, 2024
    Dataset authored and provided by
    Kaiko
    Area covered
    Germany, Chad, Guadeloupe, China, Saint Martin (French part), Serbia, Croatia, Bangladesh, Tunisia, Equatorial Guinea
    Description

    Our Market Data covers historical and real-time data. For CEXs, our data spans back to 2015, and for DEXs, we cover since the genesis trade. We cover every instrument on any exchange, so if it's traded, we cover it.

    We understand you need to access the data you want, when and where you need it. With this in mind, we built our Market Data with several delivery options, including a robust streaming service offering the most advanced live data distribution in the cryptocurrency industry, as well as REST API, CSV via cloud services, and BigQuery.

    Our Market Data empowers traders, analysts, and financial institutions with the insights needed to navigate the complex derivatives market effectively.

    | Use Cases | Backtesting Hedging Monitor market trends Risk Analysis Conduct research

    | Why work with us? |

    A proven enterprise-grade solution We prioritize the needs of enterprises in our product development, ensuring our solutions meet the requirements of larger organizations seeking best-in-class crypto data.

    A UI-free approach to crypto data We recognize the importance of flexibility when it comes to crypto data, and so we offer you complete freedom by taking a UI-free approach to data delivery. This gives you total control over how you use and interpret the data, reducing friction and streamlining workflows.

    Flexible to meet your needs Flexibility lies at the heart of our product and is fundamental to how crypto data can deliver value across industries and use cases. Living this philosophy, we’re always building custom options that can help you achieve your specific objectives. Whether it’s tailoring a package to meet your requirements, or adapting infrastructure to support your use case, our data and product teams are on-hand to help you find the best way to achieve your priority outcomes.

  10. Quantity of cryptocurrencies as of March 21, 2025

    • statista.com
    Updated Mar 21, 2025
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    Statista (2025). Quantity of cryptocurrencies as of March 21, 2025 [Dataset]. https://www.statista.com/statistics/863917/number-crypto-coins-tokens/
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    Dataset updated
    Mar 21, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    How many cryptocurrencies are there? In short, there were over 9,000 as of 2023, although there were many more digital coins in the early months of 2022. Note, however, that a large portion of cryptocurrencies might not be that significant. There are other estimates of roughly 20,000 cryptocurrencies existing, but most of these are either inactive or discontinued. Due to how open the creation process of a cryptocurrency is, it is relatively easy to make one. Indeed, the top 20 cryptocurrencies make up nearly 90 percent of the total market. Why are there thousands of cryptocurrencies? Any private individual or company that knows how to write a program on a blockchain can technically create a cryptocurrency. That blockchain can be an existing one. Ethereum and Binance Smart Chain are popular blockchain platforms for such ends, including smart contracts within Decentralized Finance (DeFi). The ease of crypto creation allows some individuals to find solutions to real-world payment problems while others hope to make a quick profit. This explains why some crypto lack utility. Meme coins such as Dogecoin - named after a Japanese dog species - are an infamous example, with Dogecoin's creator coming out and stating the coin started as a joke. The many different types of cryptocurrency Meme coins are but one group of cryptocurrencies. Other types include altcoins, utility tokens, governance tokens, and stablecoins. Altcoins are often measured against Bitcoin, as this refers to all crypto that followed after Bitcoin - the first digital currency ever created. Utility tokens and governance tokens are somewhat connected to NFTs and the metaverse. A specific example is the MANA cryptocurrency, which allows real estate purchases in the Decentraland metaverse. Stablecoins refer to the likes of Tether, which are pegged to a real-world asset like the U.S. dollar. Such coins are meant to be less volatile than regular cryptocurrency.

  11. o

    Desights: The Future of Crypto: Google Trends Decomposition Analysis &...

    • market.oceanprotocol.com
    Updated Apr 30, 2024
    + more versions
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    Desights User (2024). Desights: The Future of Crypto: Google Trends Decomposition Analysis & Forecasting Models [Dataset]. https://market.oceanprotocol.com/asset/did:op:0d15341dad61a616e99bf27bd4996d0fb41a1697dcafe87d80f6cb508f767af5
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    Dataset updated
    Apr 30, 2024
    Dataset authored and provided by
    Desights User
    Description

    This is a submission for Challenge #24 by Desights User

    Click here for Challenge Details Note: This submission is in REVIEW state and is only accessible by Challenge Reviewers. So you might get errors when you try to download this asset directly from Ocean Market.

    Submission Description

    The cryptocurrency is not just a new form of value store and exchange, it is a revolution of its own. Beginning with its use to provide peer-to-peer payment network (or digital money) like Bitcoin, today’s cryptocurrency, or crypto for short, have evolved way beyond its humble start. Underlying the crypto world, there lies amazing technology called Blockchain. In simple term, blockchain is a decentralized and shared digital ledger that records transactions transparently and immutably across nodes in the network. Today’s Crypto community has slowly turned into industry of its own introducing a whole spectrum of enigmatic pattern, trends, and economic framework. In this report we will explore the trend, correlations, and dynamics related to 20 selected Crypto projects to derived insights and build models that predict the future of crypto. Key Findings: Our exploratory data analysis (EDA) underlines the span and general pattern of the Google Trend and Price related data. The data being analyzed span from the earliest entry on 2014-09-17 up to the latest on 2024-04-07. Time series decomposition was performed to extract trend, seasonal cycle, and residuals that made up the Google Interest Trend data. Analysis on the time-series decomposition help us distinguish cluster (a) with projects on the rise such as Solana, SingularityNet, Fetch.ai, and Ocean Protocol; and cluster (b) containing old project such as Dogecoin, Litecoin Filecoin, Tezos that are facing stagnant/downfall trend. Based on the Google Trends’s Correlation across projects we characterize Highly correlated projects cluster with correlation of about >0.8, and up to 0.92 with Bitcoin-Ethereum-Chainlink-Litecoin-Monero as the prominent group members. By introducing additional Google Trend data to understand Crypto Narrative, we worked toward building interpretable Event/Entity driving the market sentiment to explain our decomposed Time-series data. Based on Lag Characteristics in Correlation of Google Trend and Price/Trade Volume we highlight the tendency for the correlation to accumulate at longer lag time. Using NeuralProphet Framework we build forecasting models for Google Trend and Token Price for all 20 projects investigated here. We deployed these models to predict Trend and Price for all 20 projects for the following 52 weeks (up until April 2025). The developed models performed extraordinarily well with the R^2 value for most fall between the range of 0.75-0.88, while the highest goes up to 0.919. We highlight the correlation between Bitcoin, Ethereum, Ocean, with the rest of other projects. Ocean and Bitcoin, also Ethereum and Solana are the most correlated, both with correlation value of 0.89. The Kucoin’s KCS token is the least correlated with both Ocean and Bitcoin (0.31), while with Ethereum, Filecoin have the least correlation (0.41).

    Conclusion This investigative study presents a thorough data analysis and exploration of correlations, time-lag characteristics, and time-series decomposition concerning Google Trends and token prices for 20 selected crypto/blockchain projects. By decomposing the time-series data, we have identified several clusters of crypto projects that is moving up in popularity such as Fetch.ai, SingularityNet, Solana, Ocean and some others that are stuck or in downfall trend, such as Dogecoin and Litecoin. Our analysis also includes a detailed exploration of various factors that contribute to understanding the data better, such as the incorporation of event-driven trends that explain outlier spikes in the residual data from our decomposed time-series.

    In addition to our in-depth analysis, we build strong mini-library of forecasting models for predicting the Google Trend as well as price for the upcoming year with R^2 score that goes as high as 0.88 for most cases. Moreover, in order to demonstrate the utility of our exploratory data analysis tools and pipeline in full we also include all the results and analysis output produced in this work.

    Looking ahead, we plan to expand our developed forecasting models and the presented data into a "CryptoForecast MiniApp." This application, based on the Streamlit package, will be hosted on a decentralized cloud (Akash) and connected to the Ocean marketplace and Predictoor, enhancing accessibility and utility for users interested in real-time data for Google Trends and Crypto Token Price forecasts.

  12. Daily 24h trade volume of all crypto combined up to March 21, 2025

    • statista.com
    Updated Mar 21, 2025
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    Statista (2025). Daily 24h trade volume of all crypto combined up to March 21, 2025 [Dataset]. https://www.statista.com/statistics/1272903/cryptocurrency-trade-volume/
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    Dataset updated
    Mar 21, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    Crypto 24h trading volume declined as 2023 progressed, with figures being one-third lower than in 2022. The decline follows after Binance and Coins - two 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 is in contrast to 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 203 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.

  13. US Cryptocurrency Market Report by Type (Bitcoin, Ethereum, Bitcoin Cash,...

    • imarcgroup.com
    pdf,excel,csv,ppt
    Updated Oct 20, 2023
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    IMARC Group (2023). US Cryptocurrency Market Report by Type (Bitcoin, Ethereum, Bitcoin Cash, Ripple, Litecoin, Dashcoin, and Others), Component (Hardware, Software), Process (Mining, Transaction), Application (Trading, Remittance, Payment, and Others), and Region 2024-2032 [Dataset]. https://www.imarcgroup.com/us-cryptocurrency-market
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Oct 20, 2023
    Dataset provided by
    Imarc Group
    Authors
    IMARC Group
    License

    https://www.imarcgroup.com/privacy-policyhttps://www.imarcgroup.com/privacy-policy

    Time period covered
    2024 - 2032
    Area covered
    Global, United States
    Description

    Market Overview:

    The United States cryptocurrency market is projected to exhibit a growth rate (CAGR) of 58.88% during 2024-2032. Numerous initiatives undertaken by the government in regulatory developments and legal clarity surrounding cryptocurrencies, the advancements in blockchain networks, DeFi platforms, and NFTs and the increasing adoption and awareness among the masses represent some of the key factors driving the market.

    Cryptocurrency refers to digital or virtual currencies that utilize cryptography for security and operate on decentralized networks known as blockchains. Blockchain is the fundamental technology behind cryptocurrencies that has the potential to revolutionize various industries, including supply chain management, voting systems, and identity verification, by providing transparent, secure, and immutable record-keeping capabilities. One of the key features of cryptocurrencies is decentralization, which means that they are not controlled or regulated by any central authority, such as a government or financial institution. Instead, transactions and the creation of new units of cryptocurrency are managed by a network of computers. It offers several advantages over traditional fiat currencies, such as they enable fast and secure peer-to-peer transactions without the need for intermediaries, and eliminating the delays and costs associated with traditional payment systems. Additionally, cryptocurrencies provide individuals with greater control over their finances, as users hold the private keys to their digital wallets and have direct ownership of their funds. As a result, it is gaining widespread traction due to its potential to revolutionize various aspects of finance and technology.

    US Cryptocurrency Market Trends:

    The United States cryptocurrency market is driven by the presence of a regulatory environment. Also, Finally, regulatory developments and legal clarity surrounding cryptocurrencies, including guidelines for ICOs and investor protection, provide confidence and attract investment, which is creating a positive market outlook. Institutional adoption is another significant driver, as more banks, asset managers, and hedge funds recognize the potential of cryptocurrencies as an investment asset class, bringing legitimacy, liquidity, and capital into the market is providing an impetus to the demand. Furthermore, the development of robust market infrastructure, including regulated exchanges and custodial services, provides a secure environment for investors significantly supporting the adoption of cryptocurrencies across the United States. Additionally, continual technological innovation, such as the advancements in blockchain networks, DeFi platforms, and NFTs, is impelling the growth and diversification. In addition to this, the increasing consumer adoption and awareness, driven by broader acceptance and integration of cryptocurrencies in various industries, is also contributing to market expansion. Apart from this, economic uncertainty and inflation concerns are encouraging individuals and institutions to seek alternative investment options, thus influencing the market. The market is further driven by extensive media coverage of cryptocurrencies, particularly during periods of market volatility or major events, has a significant impact on market sentiment and investor interest. Positive coverage highlighting success stories or adoption by prominent companies and negative coverage highlighting risks or regulatory concerns can drive market trends and influence investor behavior.

    US Cryptocurrency Market Segmentation:

    IMARC Group provides an analysis of the key trends in each segment of the United States cryptocurrency market report, along with forecasts at the country level for 2024-2032. Our report has categorized the market based on type, component, process, and application.

    Type Insights:

    US Cryptocurrency Market Reporthttps://www.imarcgroup.com/CKEditor/86c7e515-e45a-4392-bbc1-e5a73c02cc5aus-cryptocurrency-market.webp" style="height:450px; width:800px" />

    • Bitcoin
    • Ethereum
    • Bitcoin Cash
    • Ripple
    • Litecoin
    • Dashcoin
    • Others

    The report has provided a detailed breakup and analysis of the United States cryptocurrency market based on the type. This includes bitcoin, ethereum, bitcoin cash, ripple, litecoin, dashcoin, and others.

    Component Insights:

    • Hardware
    • Software

    A detailed breakup and analysis of the United States cryptocurrency market based on the component has also been provided in the report. This includes hardware and software.

    Process Insights:

    • Mining
    • Transaction

    The report has provided a detailed breakup and analysis of the United States cryptocurrency market based on the process. This includes mining and transaction.

    Application Insights:

    • Trading
    • Remittance
    • Payment
    • Others

    A detailed breakup and analysis of the United States cryptocurrency market based on the application has also been provided in the report. This includes trading, remittance, payment and others.

    Regional Insights:

    US Cryptocurrency Market Reporthttps://www.imarcgroup.com/CKEditor/8ee38949-4362-4b2c-a572-bdda56b54b57united-states-cryptocurrency-market-regional.webp" style="height:450px; width:800px" />

    • Northeast
    • Midwest
    • South
    • West

    The report has also provided a comprehensive analysis of all the major regional markets, which include Northeast, Midwest, South and West.

    Competitive Landscape:

    The report has also provided a comprehensive analysis of the competitive landscape in the United States cryptocurrency market. Competitive analysis such as market structure, key player positioning, top winning strategies, competitive dashboard, and company evaluation quadrant has been covered in the report. Also, detailed profiles of all major companies have been provided.

    US Cryptocurrency Market Report Coverage:

    Report FeaturesDetails
    Base Year of the Analysis2023
    Historical Period2018-2023
    Forecast Period2024-2032
    UnitsUS$ Billion
    Scope of the ReportExploration of Historical and Forecast Trends, Industry Catalysts and Challenges, Segment-Wise Historical and Predictive Market Assessment:
    • Type
    • Component
    • Process
    • Application
    • Region
    Types CoveredBitcoin, Ethereum, Bitcoin Cash, Ripple, Litecoin, Dashcoin, Others
    Components CoveredHardware, Software
    Processes CoveredMining, Transaction
    Applications CoveredTrading, Remittance, Payment, Others
    Regions CoveredNortheast, Midwest, South, West
    Customization Scope10% Free Customization
    Report Price and Purchase OptionSingle User License: US$ 2699
    Five User

  14. Cryptocurrency Atm Market Analysis North America, Europe, APAC, Middle East...

    • technavio.com
    Updated Jul 15, 2024
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    Technavio (2024). Cryptocurrency Atm Market Analysis North America, Europe, APAC, Middle East and Africa, South America - US, China, Japan, Germany, Canada, France - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/cryptocurrency-atm-market-industry-analysis
    Explore at:
    Dataset updated
    Jul 15, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Canada, China, United States, Germany, Europe, Japan, France, Global
    Description

    Snapshot img

    Cryptocurrency ATM Market Size 2024-2028

    The cryptocurrency ATM market size is estimated to grow by USD 4.45 billion at a CAGR of 67.33% between 2023 and 2028. Cryptocurrency mining has seen significant growth in recent years, driven by the increasing number of installations worldwide. The demand for specialized hardware for cryptocurrency trading has surged, leading to a thriving market for manufacturers. This trend is further fueled by the growing acceptance and integration of cryptocurrencies into mainstream finance. Mergers and acquisitions in the industry have also been on the rise, as larger players seek to expand their market share and enhance their technological capabilities. For instance, MicroStrategy's acquisition of Bitmain's stake in BitmainTech, and Bitmain's subsequent acquisition of Canaan Creative, are notable examples of this trend. As the market continues to evolve, we can expect further consolidation and innovation in the cryptocurrency mining sector.

    What will be the Size of the Market During the Forecast Period?

    For More Highlights About this Report, Request Free Sample

    Market Dynamic and Customer Landscape

    Cryptocurrency Automated Teller Machines (ATMs) have revolutionized the way digital assets are bought and sold, offering an alternative to conventional banking services for cryptocurrencies. These machines allow users to exchange physical cash for digital assets like Bitcoin and other cryptocurrencies, or vice versa. The Crypto ATM market has seen significant growth as more countries embrace digital currencies and people seek the convenience of cash withdrawals and transactions without the need for traditional banking. Crypto ATMs are increasingly common in public places such as airports, shopping malls, convenience stores, and financial districts. Companies like Genesis Coin and those utilizing Lightning Network technology are leading the innovation in this sector. Users can easily locate Crypto ATMs using resources like Coin ATM Radar and Bitcoin ATM map. Fees for using these machines vary, but they provide a net change of traditional currency for digital assets, making them an attractive option for those seeking to invest or use cryptocurrencies. The future of the crypto ATM sector looks bright as blockchain technology continues to evolve and digital assets gain wider acceptance. Our researchers analyzed the data with 2023 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

    Key Market Driver

    Increasing number of installations is notably driving market growth. The market is witnessing substantial growth as vendors invest heavily in research and development to introduce innovative technologies and products. These advancements include increasing hash rates and decreasing power consumption for more efficient transactions. In response to the fluctuating cryptocurrency values, affordable ATMs have been launched to expand market reach. For instance, Bitcoin Depot introduced over 350 new cryptocurrency ATMs across the US in May 2021. As of December 30, 2021, approximately 34,000 Bitcoin ATMs are operational worldwide.

    Furthermore, the market is segmented into one-way and two-way segments, with Bitcoin being the most popular cryptocurrency for transactions. The hardware and software segments dominate the market, while the KYC process is essential for regulatory compliance. Online platforms like Coin ATM Finder and GENERAL BYTES cater to various industries, including hospitality spaces (restaurants, bars, cafes, hotels, and commercial spaces) and convenience store chains. Cryptocurrency ATMs offer capital appreciation opportunities and serve as a payment alternative for local merchants and personal computer users. The Litecoin blockchain and other altcoins are also gaining traction in the transaction volume, making the market increasingly diverse. Thus, such factors are driving the growth of the market during the forecast period.

    Significant Market Trends

    Increasing investments in the market is the key trend in the market. The market is witnessing significant growth as vendors focus on enhancing the efficiency of hardware, such as increasing hash rates, to gain a competitive edge. In regions like China, companies are investing in strategic partnerships and acquisitions to expand their reach. Cryptocurrency Automated Teller Machines (ATMs) offer enterprises risk management and capital control benefits, enabling seamless transactions and capital appreciation through Bitcoin, Litecoin, and other digital currencies.

    Furthermore, Two-way ATMs, provided by companies like GENERAL BYTES, enable users to buy and sell cryptocurrencies, acting as a payment alternative in various sectors like hospitality spaces (restaurants, bars, cafes, hotels) and commercial spaces (convenience store chains). The mark

  15. Cryptocurrency Mining Market size was USD 1925.2 million in 2023!

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Jan 15, 2025
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    Cognitive Market Research (2025). Cryptocurrency Mining Market size was USD 1925.2 million in 2023! [Dataset]. https://www.cognitivemarketresearch.com/cryptocurrency-mining-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jan 15, 2025
    Dataset provided by
    Decipher Market Research
    Authors
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, The Global cryptocurrency mining market size is USD 1925.2 million in 2023 and will expand at a compound annual growth rate (CAGR) of 8.20% from 2023 to 2030.

    The increasing demand for cryptocurrencies is one of the key factors driving the global cryptocurrency mining market's rise.
    Demand for ASIC remains higher in the cryptocurrency mining market.
    The remote hosting services category held the highest cryptocurrency mining market revenue share in 2023.
    North American cryptocurrency mining will continue to lead, whereas the Asia Pacific cryptocurrency mining market will experience the most substantial growth until 2030.
    

    Increase in the Use of Digital Currencies to Provide Viable Market Output

    The market for cryptocurrency mining hardware is anticipated to be driven during the forecast period by the growing popularity of virtual or digital currencies like Bitcoins, Litecoins, Ethers, and others. The simple and adaptable transactional mechanism that digital currency offers is likely to be adopted by people in industrialized nations. The central bank started supporting virtual money because of how well-liked it was as a medium of exchange. For digital currency programs in numerous developed nations, the central bank's proprietary Central Bank Digital Currency (CBDC) activity provisions are used. CBDC's adoption of digital currency as a medium of exchange is also supported by the People's Bank of China and the Central Bank of the Eastern Caribbean.

    For instance, Meta Platforms, Inc. introduced the digital currency Libra in June 2019. Customers should be able to use Libra to make purchases, send money to others, and cash out either online or at grocery stores. Companies can also fortify their digital assets and profit from the price fluctuations of digital currencies.

    The market for mining hardware for cryptocurrencies is expanding due to these demands.

    (Source: techcrunch.com/2019/06/18/facebook-libra/amp/?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAA_SuDWoz5yH07rT03s_93-U4-SW6OcuIw392Bj779AQraRpZ066j1QeUumiNNVJ_NfZCx-8S7sL5DHCct346vAshAq9o3OxrRMhMjo0sWHOaNc3PNDRseBpw-8QeZju71ahe8u-Bn22k5XCq_3eZCkRuQsPjnAtMD8KyCEcq7xs)

    Increased Utilization of Digital Transformation Technologies to Propel Market Growth
    

    Digitization is the process of using cutting-edge technology to transform data or information into a digital format. It is a crucial component of cryptocurrency mining hardware because of the increasing demand for transaction recording and validation on the Bitcoin network in order to improve customer service, stop fraud, and add new blocks to the blockchain, which creates new Bitcoins in a decentralized fashion. Additionally, blockchain ledgers save time for digital consulting and enable Bitcoin businesses to provide digital services to their clients, which fuels the market expansion for cryptocurrency mining hardware. The market for cryptocurrency mining hardware is expanding due to the growing need for digital transformation technologies in the Bitcoin space and the increasing reliance of different providers on SaaS solutions. Furthermore, companies all over the world are implementing cutting-edge technologies like big data, blockchain, and artificial intelligence to boost productivity while using less resources, which is propelling the demand for cryptocurrency mining hardware.

    Market Dynamics of Cryptocurrency Mining

    High Cost of Mining Cryptocurrency to Restrict Market Growth
    

    Significant expenditures in terms of labor, software, and hardware are needed to implement cryptocurrency mining technology. The implementation of mining hardware solutions is anticipated to be hampered by this, which will pose a significant obstacle for small and medium-sized Bitcoin enterprises. Due to the numerous functionalities and interconnections needed for cryptocurrency mining gear, it can be expensive, ranging from $10,000 to $70,000, and, in some cases, up to $150,000, especially for sophisticated applications with advanced functionality. Thus, the expansion of the cryptocurrency mining hardware market is anticipated to be hampered by this aspect. In addition, the execution, migration, workforce size, and technological debt related to digital service technology are the main causes of elevated expenses. Demands on software architects and developers to tra...

  16. d

    CoinAPI: Historical & Real-Time Crypto Data | Digital Asset Data for Hedge...

    • datarade.ai
    .json, .csv
    Updated Jun 21, 2024
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    CoinAPI (2024). CoinAPI: Historical & Real-Time Crypto Data | Digital Asset Data for Hedge Funds | Backtesting | Bitcoin Price Data [Dataset]. https://datarade.ai/data-categories/bitcoin-price-data/apis
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Jun 21, 2024
    Dataset authored and provided by
    CoinAPI
    Area covered
    Brazil, Isle of Man, Angola, Nicaragua, Saint Lucia, Sint Eustatius and Saba, Dominica, Madagascar, Malawi, Micronesia (Federated States of)
    Description

    CoinAPI provides reliable and top-quality solutions for Hedge Funds involved in cryptocurrency trading. It delivers crypto market data, and seamless trading connectivity across multiple global exchanges.

    Our platform enables Hedge Funds to access centralized exchanges (CEX) and decentralized exchanges (DEX), offering comprehensive market coverage with real-time order execution and microsecond-precision price feeds. It is a convenient and reliable option for institutions using advanced trading strategies like high-frequency trading or statistical arbitrage.

    ➡️ Why choose us?

    📊 Market Coverage & Data Types: ◦ Real-time and historical data since 2010 (for chosen assets) ◦ Full order book depth (L2/L3) ◦ Trade-by-trade data ◦ OHLCV across multiple timeframes ◦ Market indexes (VWAP, PRIMKT) ◦ Exchange rates with fiat pairs ◦ Spot, futures, options, and perpetual contracts ◦ Coverage of 90%+ global trading volume (including Bitcoin Price Data)

    🔧 Technical Excellence: ◦ 99% uptime guarantee ◦ Multiple delivery methods: REST, WebSocket, FIX, S3 ◦ Standardized data format across exchanges ◦ Ultra-low latency data streaming ◦ Detailed documentation ◦ Custom integration assistance

    CoinAPI serves hundreds of institutions worldwide, from trading firms and hedge funds to research organizations and technology providers. Our commitment to data quality and technical excellence makes us the trusted choice for the cryptocurrency market's data needs.

  17. Cryptocurrency extra data - Bitcoin

    • kaggle.com
    zip
    Updated Dec 22, 2021
    + more versions
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    Yam Peleg (2021). Cryptocurrency extra data - Bitcoin [Dataset]. http://doi.org/10.34740/kaggle/dsv/2957358
    Explore at:
    zip(1293027802 bytes)Available download formats
    Dataset updated
    Dec 22, 2021
    Authors
    Yam Peleg
    Description

    Context:

    This dataset is an extra updating dataset for the G-Research Crypto Forecasting competition.

    Introduction

    This is a daily updated dataset, automaticlly collecting market data for G-Research crypto forecasting competition. The data is of the 1-minute resolution, collected for all competition assets and both retrieval and uploading are fully automated. see discussion topic.

    The Data

    For every asset in the competition, the following fields from Binance's official API endpoint for historical candlestick data are collected, saved, and processed.

    
    1. **timestamp** - A timestamp for the minute covered by the row.
    2. **Asset_ID** - An ID code for the cryptoasset.
    3. **Count** - The number of trades that took place this minute.
    4. **Open** - The USD price at the beginning of the minute.
    5. **High** - The highest USD price during the minute.
    6. **Low** - The lowest USD price during the minute.
    7. **Close** - The USD price at the end of the minute.
    8. **Volume** - The number of cryptoasset u units traded during the minute.
    9. **VWAP** - The volume-weighted average price for the minute.
    10. **Target** - 15 minute residualized returns. See the 'Prediction and Evaluation section of this notebook for details of how the target is calculated.
    11. **Weight** - Weight, defined by the competition hosts [here](https://www.kaggle.com/cstein06/tutorial-to-the-g-research-crypto-competition)
    12. **Asset_Name** - Human readable Asset name.
    

    Indexing

    The dataframe is indexed by timestamp and sorted from oldest to newest. The first row starts at the first timestamp available on the exchange, which is July 2017 for the longest-running pairs.

    Usage Example

    The following is a collection of simple starter notebooks for Kaggle's Crypto Comp showing PurgedTimeSeries in use with the collected dataset. Purged TimesSeries is explained here. There are many configuration variables below to allow you to experiment. Use either GPU or TPU. You can control which years are loaded, which neural networks are used, and whether to use feature engineering. You can experiment with different data preprocessing, model architecture, loss, optimizers, and learning rate schedules. The extra datasets contain the full history of the assets in the same format as the competition, so you can input that into your model too.

    Baseline Example Notebooks:

    These notebooks follow the ideas presented in my "Initial Thoughts" here. Some code sections have been reused from Chris' great (great) notebook series on SIIM ISIC melanoma detection competition here

    Loose-ends:

    This is a work in progress and will be updated constantly throughout the competition. At the moment, there are some known issues that still needed to be addressed:

    • VWAP: - At the moment VWAP calculation formula is still unclear. Currently the dataset uses an approximation calculated from the Open, High, Low, Close, Volume candlesticks. [Waiting for competition hosts input]
    • Target Labeling: There exist some mismatches to the original target provided by the hosts at some time intervals. On all the others - it is the same. The labeling code can be seen here. [Waiting for competition hosts] input]
    • Filtering: No filtration of 0 volume data is taken place.

    Example Visualisations

    Opening price with an added indicator (MA50): https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2234678%2Fb8664e6f26dc84e9a40d5a3d915c9640%2Fdownload.png?generation=1582053879538546&alt=media" alt="">

    Volume and number of trades: https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2234678%2Fcd04ed586b08c1576a7b67d163ad9889%2Fdownload-1.png?generation=1582053899082078&alt=media" alt="">

    License

    This data is being collected automatically from the crypto exchange Binance.

  18. d

    Data from: Building trust takes time: Limits to arbitrage for...

    • search.dataone.org
    • datadryad.org
    • +1more
    Updated May 30, 2024
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    Stefan Voigt; Nikolaus Hautsch; Christoph Scheuch (2024). Building trust takes time: Limits to arbitrage for blockchain-based assets [Dataset]. http://doi.org/10.5061/dryad.q2bvq83rn
    Explore at:
    Dataset updated
    May 30, 2024
    Dataset provided by
    Dryad Digital Repository
    Authors
    Stefan Voigt; Nikolaus Hautsch; Christoph Scheuch
    Time period covered
    Jan 1, 2023
    Description

    The dataset contains all historical order book snapshots and blockchain network information used to generate the results for the paper "Building Trust takes Time". A blockchain replaces central counterparties with time-consuming consensus protocols to record the transfer of ownership. This settlement latency slows cross-exchange trading, exposing arbitrageurs to price risk. Off-chain settlement, instead, exposes arbitrageurs to costly default risk. We show with Bitcoin network and order book data that cross-exchange price differences coincide with periods of high settlement latency, asset flows chase arbitrage opportunities, and price differences across exchanges with low default risk are smaller. Blockchain-based trading thus faces a dilemma: reliable consensus protocols require time-consuming settlement latency, leading to arbitrage limits. Circumventing such arbitrage costs is possible only by reinstalling trusted intermediation, which mitigates default risk., This dataset provides three types of Bitcoin-related information:

    Centralized crypto-exchange (CEX) characteristics which have been collected manually. High-frequency order book information. The data has been retrieved by regularly fetching order book information from major centralized crypto exchanges (CEX) in minute-level intervals from 2018 - 2019. We provide the entire order book history across the exchanges with this dataset. Corresponding information on the state of the Bitcoin blockchain, for instance, the number of outstanding transactions at every point in time. The data has been used to analyze arbitrage activity across CEXes in relation to the time it takes for validators to execute cross-CEX transactions. Code to replicate the data processing parts is publicly available on Github: www.github.com/voigtstefan/building-trust-takes-time

    , , # Data to Replicate the paper Building Trust Takes Time: Limits to Arbitrage for Blockchain-Based Assets

    We provide all datasets required to replicate the paper "Building Trust takes Time: Limits to Arbitrage for Blockchain-based Assets". A description of the data sources and preprocessing steps is provided in the paper. All code to generate the results is available on .

    Description of the data and file structure

    In principle, we offer three different types of crypto-currency-related data:

    1. Centralized crypto-exchange (CEX) characteristics, which have been collected manually.
    2. High-frequency order book information. The data has been retrieved by regularly fetching order book information from major centralized crypto exchanges (CEX) in minute-level intervals from 2018 - 2019. We provide the entire order book history across the exchanges with this dataset.
    3. Corresponding information on the state of the Bitcoin blockchain, for instance, the number of outstanding transacti...
  19. Global Crypto Asset Management Market Size By Deployment Model (Cloud and...

    • verifiedmarketresearch.com
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    VERIFIED MARKET RESEARCH, Global Crypto Asset Management Market Size By Deployment Model (Cloud and On-Premise), By End-User (Individual, Enterprises), By Geography Scope And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/crypto-asset-management-market/
    Explore at:
    Dataset provided by
    Verified Market Researchhttps://www.verifiedmarketresearch.com/
    Authors
    VERIFIED MARKET RESEARCH
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2024 - 2031
    Area covered
    Global
    Description

    Crypto Asset Management Market size was valued at USD 1064.87 Million in 2023 and is projected to reach USD 6080.37 Million by 2031, growing at a CAGR of 26.84% from 2024 to 2031.

    Global Crypto Asset Management Market Drivers

    The market drivers for the Crypto Asset Management Market can be influenced by various factors. These may include:

    Growing Adoption of Cryptocurrencies: As more people and organisations use cryptocurrencies for trading and investing, there is an increasing need for these digital assets to be managed effectively. This is what makes advanced crypto asset management systems necessary.
    Institutional Investment: Big businesses and financial organisations are getting more involved in the bitcoin market. Their presence in the market requires substantial resources and credibility, which makes sophisticated asset management services necessary to manage big investments and regulatory obligations.
    Technological Advancements: The usability, security, and usefulness of crypto asset management platforms are improved by ongoing developments in blockchain technology and digital finance. This encourages more investors and consumers to use these technologies.
    Regulatory Developments: Investor trust rises as governments and regulatory organisations set more precise rules and regulations for cryptocurrencies. Regulatory certainty contributes to market expansion by lowering the risks involved in cryptocurrency investments.
    Security Issues and Solutions: The need for safe asset management solutions is being driven by the increasing awareness of the cybersecurity dangers related to the storage and transactions of cryptocurrencies. There is a specific demand for providers that offer greater security features.
    Portfolio diversification: Cryptocurrency is becoming a more popular component of investment strategy for investors looking to broaden their holdings. The demand for all-inclusive asset management services that can combine traditional and digital assets is increased by this development.
    Growth of Decentralised Finance (DeFi): One important factor is the appearance of DeFi platforms, which let people conduct financial transactions without the need for middlemen. For these platforms to securely handle a variety of assets and transactions, they need strong management solutions.
    Market Volatility and Risk Management: Robust risk management techniques are needed due to the intrinsic volatility of the bitcoin market. Tools for managing cryptocurrency assets let investors keep an eye on and control their holdings, reducing the risk of losses.
    Increasing Interest in Blockchain Technology: Investment in the cryptocurrency market is driven by a growing interest in blockchain technology beyond cryptocurrencies, including smart contracts and decentralised apps (dApps). Solutions for asset management are essential for navigating this growing ecology.
    Enhanced Knowledge and Education: As blockchain technology and cryptocurrencies become more widely known, so do educational programmes, more individuals are starting to feel at peace with investing in digital assets. The need for tools to efficiently manage these investments is driven by this rising familiarity.

  20. Annual cryptocurrency adoption in 56 different countries worldwide 2019-2024...

    • flwrdeptvarieties.store
    • statista.com
    Updated Aug 16, 2024
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    Raynor de Best (2024). Annual cryptocurrency adoption in 56 different countries worldwide 2019-2024 [Dataset]. https://flwrdeptvarieties.store/?_=%2Ftopics%2F10053%2Fcryptocurrency-in-indonesia%2F%23zUpilBfjadnZ6q5i9BcSHcxNYoVKuimb
    Explore at:
    Dataset updated
    Aug 16, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Raynor de Best
    Description

    Consumers from countries in Africa, Asia, and South America were most likely to be an owner of cryptocurrencies, such as Bitcoin, in 2024. This conclusion can be reached after combining 55 different surveys from the Statista's Consumer Insights over the course of that year. Nearly one out of three respondents to Statista's survey in Nigeria, for instance, mentioned they either owned or use a digital coin, rather than six out of 100 respondents in the United States. This is a significant change from a list that looks at the Bitcoin (BTC) trading volume in 44 countries: There, the United States and Russia were said to have traded the highest amounts of this particular virtual coin. Nevertheless, African and Latin American countries are noticeable entries in that list too. Daily use, or an investment tool? The survey asked whether consumers either owned or used cryptocurrencies but does not specify their exact use or purpose. Some countries, however, are more likely to use digital currencies on a day-to-day basis. Nigeria increasingly uses mobile money operations to either pay in stores or to send money to family and friends. Polish consumers could buy several types of products with a cryptocurrency in 2019. Opposed to this is the country of Vietnam: Here, the use of Bitcoin and other cryptocurrencies as a payment method is forbidden. Owning some form of cryptocurrency in Vietnam as an investment is allowed, however. Which countries are more likely to invest in cryptocurrencies? Professional investors looking for a cryptocurrency-themed ETF were more often found in Europe than in the United or China, according to a survey in early 2020. Most of the largest crypto hedge fund managers with a location in Europe in 2020, were either from the United Kingdom or Switzerland - the country with the highest cryptocurrency adoption rate in Europe according to Statista's Global Consumer Survey. Whether this had changed by 2021 was not yet clear.

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Statista (2025). Top 100 crypto exchanges in the world based on 24h trade volume on March 21, 2025 [Dataset]. https://www.statista.com/statistics/864738/leading-cryptocurrency-exchanges-traders/
Organization logo

Top 100 crypto exchanges in the world based on 24h trade volume on March 21, 2025

Explore at:
19 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Mar 24, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
Mar 21, 2025
Area covered
World
Description

Crypto trader Binance ranked among the largest cryptocurrency exchangers in the world in 2024, with trading volume that was several times as high as Bybit or OKX. It should be noted that these figures are separate from 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 exchanges 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.

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