The Bitcoin (BTC) price again reached an all-time high in 2025, as values exceeded over 123,506.19 USD on October 6, 2025. Price hikes in early 2025 were connected to the approval of Bitcoin ETFs in the United States, while previous hikes in 2021 were due to events involving Tesla and Coinbase, respectively. Tesla's announcement in March 2021 that it had acquired 1.5 billion U.S. dollars' worth of the digital coin, for example, as well as the IPO of the U.S.'s biggest crypto exchange, fueled mass interest. The market was noticeably different by the end of 2022, however, after another crypto exchange, FTX, filed for bankruptcy.Is the world running out of Bitcoin?Unlike fiat currency like the U.S. dollar - as the Federal Reserve can simply decide to print more banknotes - Bitcoin's supply is finite: BTC has a maximum supply embedded in its design, of which roughly 89 percent had been reached in April 2021. It is believed that Bitcoin will run out by 2040, despite more powerful mining equipment. This is because mining becomes exponentially more difficult and power-hungry every four years, a part of Bitcoin's original design. Because of this, a Bitcoin mining transaction could equal the energy consumption of a small country in 2021.Bitcoin's price outlook: a potential bubble?Cryptocurrencies have few metrics available that allow for forecasting, if only because it is rumored that only a few cryptocurrency holders own a large portion of the available supply. These large holders - referred to as 'whales'-are' said to make up two percent of anonymous ownership accounts, while owning roughly 92 percent of BTC. On top of this, most people who use cryptocurrency-related services worldwide are retail clients rather than institutional investors. This means outlooks on whether Bitcoin prices will fall or grow are difficult to measure, as movements from one large whale are already having a significant impact on this market.
It is estimated that the cumulative market cap of cryptocurrencies increased in early 2023 after the downfall in November 2022 due to FTX. That value declined in the summer of 2023, however, as international uncertainty grew over a potential recession. Bitcoin's market cap comprised the majority of the overall market capitalization. What is market cap? Market capitalization is a financial measure typically used for publicly traded firms, computed by multiplying the share price by the number of outstanding shares. However, cryptocurrency analysts calculate it as the price of the virtual currencies times the number of coins in the market. This gives cryptocurrency investors an idea of the overall market size, and watching the evolution of the measure tells how much money is flowing in or out of each cryptocurrency. Cryptocurrency as an investment The price of Bitcoin has been erratic, and most other cryptocurrencies follow its larger price swings. This volatility attracts investors who hope to buy when the price is low and sell at its peak, turning a profit. However, this does little for price stability. As such, few firms accept payment in cryptocurrencies. As of October 01, 2025, the cumulative market cap of cryptocurrencies reached a value of *******.
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View daily updates and historical trends for Bitcoin Price. Source: CoinGecko. Track economic data with YCharts analytics.
This dataset provides comprehensive historical data on Bitcoin, a leading cryptocurrency in the digital finance space. The dataset covers a range of key aspects, including daily price movements, market trends, trading volumes, and additional relevant metrics. It is a valuable resource for researchers, analysts, and enthusiasts interested in gaining insights into Bitcoin's market behavior and performance over time.
Date: The date of the recorded data points. Open: The opening price of Bitcoin on a given day. High: The highest price reached during the day. Low: The lowest price reached during the day. Close: The closing price of Bitcoin on a given day. Total Trade Quantity: The total quantity of Bitcoin traded on a given day. Turnover (Lacs): The total turnover (value of all trades) in Bitcoin.
Date: This column contains temporal data representing the date of each recorded observation. It is likely a datetime format and may exhibit a time series pattern.
Open, High, Low, Close: These columns represent the price levels of Bitcoin at different points in a trading day. They are continuous numerical variables and may have fluctuations and trends.
Total Trade Quantity: This column represents the total quantity of Bitcoin traded. It is a continuous numerical variable indicating market activity and liquidity.
Turnover (Lacs): This column represents the total turnover in Bitcoin, providing insights into the overall value of trading activity.
Explore this dataset to perform in-depth analyses, create predictive models, or derive actionable insights related to Bitcoin's market dynamics.
By 2025, the Bitcoin market cap had grown to over ******** billion USD as the cryptocurrency kept growing. Market capitalization is calculated by multiplying the total number of Bitcoins in circulation by the Bitcoin price. The Bitcoin market capitalization increased from approximately *** billion U.S. dollars in 2013 to several times this amount since its surge in popularity. Dominance The Bitcoin market cap takes up a significant portion of the overall cryptocurrency market cap. This is referred to as "dominance". Within the crypto world, this so-called "dominance" ratio is one of the oldest and most investigated metrics available. It measures the coin's market cap relative to the overall crypto market — effectively showing how strong Bitcoin compared to all the other cryptocurrencies that are not BTC, called "altcoins". The Bitcoin dominance was above ** percent. Maximum supply and scarcity Bitcoin is unusual from other cryptocurrencies in that its maximum supply is getting closer. By 2025, well over ** million out of all 21 million possible Bitcoin had been created. Bitcoin's supply is expected to reach its maximum around the year 2140, likely making mining more energy-intensive.
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This dataset contains the prices of Bitcoin every minute over a period from 2017-11-06 03:00 to 2023-03-10 2:59 (YYYY-MM-DD). The data includes the time, close time, open, high, low, close prices, the volume exchanged per minute and the number of trades per minute. It represent Bitcoin prices over 2.8 millions values. This dataset is ideal for anyone who want to track, study and analyze BTC/USDT values over more than 5 years.
Time range: From 2017-11-06 04:00 to 2023-03-40 14:00
File format: Datas are in .csv format
Columns values: - time: Date in milliseconds where observation begins - open: Opening ETH price in the minute - high: Highest ETH price in the minute - low: Lowest ETH price in the minute - close: Closing ETH price in the minute - volume: Volume exchanges between time and close_time - close_time: Date in milliseconds were observation ends
Economic
Bitcoin,BTC,#btc,Cryptocurrency,Crypto
2808000
$149.00
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Prices for BTCUSD Bitcoin US Dollar including live quotes, historical charts and news. BTCUSD Bitcoin US Dollar was last updated by Trading Economics this October 7 of 2025.
Bitcoin dominance steadily declined in April 2024 to below ** percent, amid rumors of central banks halting or potentially lowering interest rates in the future. Within the crypto world, this so-called "dominance" ratio is one of the oldest and most investigated metrics available. It measures the coin's market cap relative to the overall crypto market — effectively showing how strong Bitcoin compared to all the other cryptocurrencies that are not BTC, called "altcoins". Why dominance matters is because market caps of any crypto can change relatively quickly, either due to sudden price changes or a change of recorded trading volume. Essentially, the figure somewhat resembles a trading sentiment, revealing whether Bitcoin investors are responding to certain events or whether Bitcoin is losing out on functions offered by, for example, stablecoins or NFT tokens. "Dominance" criticism: Ethereum and stablecoin The interpretation of the Bitcoin metric is not without its criticism. When first conceived, Bitcoin was the first cryptocurrency to be created and had a substantial market share within all cryptocurrencies? The overall share of stablecoins, such as Tether, as well as Ethereum increasingly start to resemble that of Bitcoin, however. Some analysts argue against this comparison. For one, they point towards the large influence of trading activity between Bitcoin and Ethereum in the dominance metric. Second, they argue that stablecoins can be traded in for Bitcoin and Ethereum, essentially showing how much investors are willing to engage with "regular" cryptocurrency. A rally around Bitcoin in late 2023? By December 2023, the Bitcoin price reached roughly 41,000 U.S. dollars — the first time in 20 months such a value was reached. A weaker U.S. dollar, speculation on decreasing interest rates, and a potential Bitcoin ETF approval are believed to be at the heart of this price increase. Whether this will hold in 2024 is unclear: The monthly interest rate from the U.S. Fed is speculated to decrease in 2024, despite a vow of "higher for longer". In December 2023, the thought of decreasing interest rates and the potential of a Bitcoin ETF fuelled market sentiment towards riskier assets.
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In 2023, the global Bitcoin information service market size was valued at approximately USD 1.2 billion and is expected to reach around USD 4.5 billion by 2032, growing at a compound annual growth rate (CAGR) of 15.6% during the forecast period. The market growth is driven by the increasing adoption of Bitcoin and other cryptocurrencies, necessitating reliable, real-time information for investors and institutions.
One of the primary growth factors for this market is the surge in cryptocurrency investments. As Bitcoin continues to establish itself as a digital asset, both individual and institutional investors are increasingly looking for trustworthy information sources to guide their investment decisions. The volatility and rapid price movements inherent in the cryptocurrency market make timely and accurate information essential, fueling demand for comprehensive Bitcoin information services.
Another significant growth factor is the regulatory environment evolving around cryptocurrencies. As governments and regulatory bodies worldwide begin to implement frameworks for cryptocurrency trading and investment, the need for up-to-date regulatory information becomes crucial. Bitcoin information services that offer insights into regulatory changes and compliance requirements are becoming indispensable for investors and financial institutions, further driving market growth.
The technological advancements in data analytics and artificial intelligence are also contributing to the market expansion. These technologies enable Bitcoin information services to provide more precise market predictions, trend analyses, and risk assessments. Enhanced data processing capabilities allow for real-time updates and personalized information delivery, making these services increasingly attractive to a broad user base.
Regionally, North America is expected to dominate the Bitcoin information service market, thanks to the high adoption rate of cryptocurrencies and advanced technological infrastructure. Europe and Asia Pacific follow closely, with significant contributions expected from countries like Germany, the United Kingdom, China, and Japan. In particular, Asia Pacific is projected to exhibit the highest CAGR due to the growing interest in Bitcoin and other digital assets among retail and institutional investors.
The Bitcoin information service market can be segmented by service type into News and Analysis, Market Data, Educational Resources, and Others. News and Analysis services are critical for investors looking to stay updated with the latest happenings in the Bitcoin world. These services offer real-time news updates, expert opinions, and in-depth analyses of market trends. The increasing complexity of the cryptocurrency market and the need for immediate, reliable information are driving the growth of this segment.
Market Data services provide detailed metrics and statistics about Bitcoin trading, such as price charts, trading volumes, and historical data. These services are essential for both individual and institutional investors who need accurate data to inform their trading strategies. The growing demand for sophisticated trading tools and the importance of data-driven decision-making are bolstering this segment.
Educational Resources include webinars, courses, e-books, and tutorials designed to help users understand Bitcoin and its underlying technology. As the adoption of Bitcoin continues to rise, there is a parallel need for education to help users navigate this complex field. Educational services are especially important for new investors and those looking to deepen their understanding of cryptocurrency markets.
Other services in this market may include forums, discussion boards, and social media platforms that allow users to share information and insights. These collaborative platforms are gaining popularity as they provide a space for real-time information exchange and community support. The growing interest in peer-to-peer information sharing and community-driven insights is expected to drive this segment's growth.
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Authors, through Twitter API, collected this database over eight months. These data are tweets of over 50 experts regarding market analysis of 40 cryptocurrencies. These experts are known as influencers on social networks such as Twitter. The theory of Behavioral economics shows that the opinions of people, especially experts, can impact the stock market trend (here, cryptocurrencies). Existing databases often cover tweets related to one or more cryptocurrencies. Also, in these databases, no attention is paid to the user's expertise, and most of the data is extracted using hashtags. Failure to pay attention to the user's expertise causes the irrelevant volume to increase and the neutral polarity to increase considerably. This database has a main table named "Tweets1" with 11 columns and 40 tables to separate comments related to each cryptocurrency. The columns of the main table and the cryptocurrency tables are explained in the attached document. Researchers can use this dataset in various machine learning tasks, such as sentiment analysis and deep transfer learning with sentiment analysis. Also, this data can be used to check the impact of influencers' opinions on the cryptocurrency market trend. The use of this database is allowed by mentioning the source. Also, in this version, we have added the excel version of the database and Python code to extract the names of influencers and tweets. in Version(3): In the new version, three datasets related to historical prices and sentiments related to Bitcoin, Ethereum, and Binance have been added as Excel files from January 1, 2023, to June 12, 2023. Also, two datasets of 52 influential tweets in cryptocurrencies have been published, along with the score and polarity of sentiments regarding more than 300 cryptocurrencies from February 2021 to June 2023. Also, two Python codes related to the sentiment analysis algorithm of tweets with Python have been published. This algorithm combines RoBERTa pre-trained deep neural network and BiGRU deep neural network with an attention layer (see code Preprocessing_and_sentiment_analysis with python).
This dataset was created by Nguyễn Hồng Lịch
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Investment cannot be separated from the level of return and risk inherent in assets. Today, investment instruments are not only stocks, currencies, bonds, deposits, savings and others. The beginning of Bitcoin’s emergence as a pioneer of Cryptocurrency was in 2009. Crypto assets are emerging rapidly and are accompanied by an increase in the number of transactions each period. The growth in the market capitalization value of crypto assets has also grown significantly. During COVID-19, many investments, such as stocks, experienced a decline due to market uncertainty. The results of this study prove that with the existence of COVID-19, the crypto market is not affected. Crypto is an attraction characterized by a high degree of fluctuation, and there is no limit to transactions in the open market 24 hours to trade. The Cryptocurrency market is currently a market that can provide short-term benefits to risk-taking investors, while the market in other investment instruments is declining. 78% of the value capitalization of the top 200 cryptocurrencies is represented by the top 9 cryptos used as samples in this study. So that if there is a decrease in these 9 cryptos, it will also have an impact on the overall capitalization value of crypto in the market. The future development of Cryptocurrencies will no longer be digital assets traded with many speculators who can control prices, it can even be digital money that can be used worldwide without any transaction fees and is controlled on a blockchain system. (2023-01-12)
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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
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View daily updates and historical trends for Bitcoin Supply. Source: Blockchain.com. Track economic data with YCharts analytics.
In the week ending on February 18, 2023, the value of peer-to-peer traded Bitcoins via LocalBitcoins in Vietnam amounted to over *** million Vietnamese dong. Vietnam is among the countries where cryptocurrencies have been used the most in the world, despite the legal restrictions of the Vietnamese government on these currencies.
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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...
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The Global Crypto Currency Database is a comprehensive and meticulously curated dataset that offers a wealth of information on over 7500 cryptocurrencies, each paired with the US Dollar (USD). This dataset is an invaluable resource for anyone interested in exploring the world of digital currencies and analyzing their market behavior. These not only include popular coins such as BTC, ETH, and SOL but it also captures newly released coins as well.
The Dataset is structured with the following key fields:
Name: Coin Name - Type: String - Description: The official name of the cryptocurrency, enabling easy identification and reference to specific digital coins.
Symbol: Trading Symbol of the Coin - Type: String - Description: This field provides the unique trading symbol associated with each cryptocurrency, a vital element for traders and investors.
Date: Date of the Price - Type: Datetime - Description: Accurate time-stamping allows for precise tracking of cryptocurrency prices, facilitating trend analysis and historical comparisons.
Open: Opening Price of the Day - Type: Number - Description: The opening price signifies the value at which the cryptocurrency began trading on a particular day, offering insights into market sentiment.
High: Highest Price of the Day - Type: Number - Description: The highest price recorded during the day provides a glimpse into the cryptocurrency's peak performance within a given timeframe.
Low: Lowest Price of the Day - Type: Number - Description: The lowest price registered during the day offers a perspective on the cryptocurrency's lowest trading point within that period.
Close: Closing Price of the Day - Type: Number - Description: The closing price represents the cryptocurrency's final trading value for the day, crucial for assessing daily market performance.
Adj Close: Adjusted Closing Price of the Day - Type: Number - Description: This field accounts for various factors such as dividends and stock splits, offering a more accurate view of a cryptocurrency's closing price.
Investors can leverage this dataset to analyze historical price trends, volatility, and correlations between cryptocurrencies and traditional assets. It helps in making informed investment decisions and managing risk in cryptocurrency portfolios.
Market researchers can use this dataset to study market dynamics, identify emerging cryptocurrencies, and assess the impact of news events on cryptocurrency prices. It aids in understanding market sentiment and behavior.
Traders and quantitative analysts can develop algorithmic trading strategies based on historical price data. The dataset enables the backtesting of trading algorithms to assess their effectiveness.
Risk managers can assess the risk associated with cryptocurrency investments by analyzing historical price volatility and correlations with other asset classes.
Academics and researchers can use this dataset to conduct studies on various aspects of the cryptocurrency market, contributing to the academic understanding of digital currencies.
The Global Crypto Currency Database is a versatile and informative dataset that opens doors to a wide range of applications in the world of cryptocurrencies. Its structured and detailed information allows users to gain insights, make data-driven decisions, and explore the ever-evolving landscape of digital assets. Whether you're an investor, researcher, trader, or enthusiast, this dataset is a valuable tool for navigating the complexities of the cryptocurrency market.
Bitcoin News Daily (2015-2023) - 10 Articles Per Day Sampled
This dataset contains Bitcoin-related news articles collected between 2015 and 2023. Each day has a sample of 10 news articles to ensure coverage and balance across the years.
Dataset Details
Source: The dataset is sourced from various news outlets and covers multiple topics related to Bitcoin, including price, regulation, market trends, and technology. Time Span: The dataset includes articles from 2015 to… See the full description on the dataset page: https://huggingface.co/datasets/tahamajs/bitcoin_news_daily_10.
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This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.
Historical daily stock prices (open, high, low, close, volume)
Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)
Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)
Feature engineering based on financial data and technical indicators
Sentiment analysis data from social media and news articles
Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)
Stock price prediction
Portfolio optimization
Algorithmic trading
Market sentiment analysis
Risk management
Researchers investigating the effectiveness of machine learning in stock market prediction
Analysts developing quantitative trading Buy/Sell strategies
Individuals interested in building their own stock market prediction models
Students learning about machine learning and financial applications
The dataset may include different levels of granularity (e.g., daily, hourly)
Data cleaning and preprocessing are essential before model training
Regular updates are recommended to maintain the accuracy and relevance of the data
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Dataset Card for Cryptonews articles with price momentum labels
Dataset Summary
The dataset was gathered from two prominent sources in the cryptocurrency industry: Cryptonews.com and Binance.com. The aim of the dataset was to evaluate the impact of news on crypto price movements. As we know, news events such as regulatory changes, technological advancements, and major partnerships can have a significant impact on the price of cryptocurrencies. By analyzing the data… See the full description on the dataset page: https://huggingface.co/datasets/SahandNZ/cryptonews-articles-with-price-momentum-labels.
The Bitcoin (BTC) price again reached an all-time high in 2025, as values exceeded over 123,506.19 USD on October 6, 2025. Price hikes in early 2025 were connected to the approval of Bitcoin ETFs in the United States, while previous hikes in 2021 were due to events involving Tesla and Coinbase, respectively. Tesla's announcement in March 2021 that it had acquired 1.5 billion U.S. dollars' worth of the digital coin, for example, as well as the IPO of the U.S.'s biggest crypto exchange, fueled mass interest. The market was noticeably different by the end of 2022, however, after another crypto exchange, FTX, filed for bankruptcy.Is the world running out of Bitcoin?Unlike fiat currency like the U.S. dollar - as the Federal Reserve can simply decide to print more banknotes - Bitcoin's supply is finite: BTC has a maximum supply embedded in its design, of which roughly 89 percent had been reached in April 2021. It is believed that Bitcoin will run out by 2040, despite more powerful mining equipment. This is because mining becomes exponentially more difficult and power-hungry every four years, a part of Bitcoin's original design. Because of this, a Bitcoin mining transaction could equal the energy consumption of a small country in 2021.Bitcoin's price outlook: a potential bubble?Cryptocurrencies have few metrics available that allow for forecasting, if only because it is rumored that only a few cryptocurrency holders own a large portion of the available supply. These large holders - referred to as 'whales'-are' said to make up two percent of anonymous ownership accounts, while owning roughly 92 percent of BTC. On top of this, most people who use cryptocurrency-related services worldwide are retail clients rather than institutional investors. This means outlooks on whether Bitcoin prices will fall or grow are difficult to measure, as movements from one large whale are already having a significant impact on this market.