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 June 25, 2025, the cumulative market cap of cryptocurrencies reached a value of ******.

Bitcoin is edging closer to reaching its finite, maximum supply, pushing its price up and making it harder to mine. As a rule of thumb, the fewer coins available to the general audience, the higher the value of the cryptocurrency becomes. No more mining is possible when a cryptocurrency reaches its maximum supply. The market price then reflects supply and demand. Bitcoin has a set limit of 21 million coins, the last of which is to be mined around the year 2140 according to a 2017 forecast - with the assumption that the rate of Bitcoin mining halves every 4 years. Why are there so many differences in crypto supply? Cryptocurrency developers can determine whether a coin should have a fixed limit, depending on the blockchain it utilizes or monetary strategies. Ethereum has no maximum supply, meaning miners can create and indefinitely extract this cryptocurrency. This is called an inflationary cryptocurrency, one that continuously inflates the supply. The idea is that the number of tokens in circulation keeps outpacing demand, decreasing overall value. Some coins limit the release of their (indefinite) supply or even destroy (burn) tokens. Such deflationary events took place with LUNA in 2022. The appeal of low-supply cryptocurrency for investors Crypto investors tend to be on the lookout for crypto with limited supply, ideally with low levels. After a token reaches maximum supply, the argument goes, the coin's supply becomes static - miners can no longer create new coins. The demand should continue to grow. A maximum cap, they hope, guarantees value gains. Not many such coins exist. DeFi platform AAVE is an example of a cryptocurrency with a max supply smaller than *** million.

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.

Bitcoin ranked as one of the most expensive cryptocurrencies existing by April 2024 - although values changed noticeably. Bitcoin had the most expensive cryptocurrency for a while, but Ethereum was significantly cheaper, with a price that was roughly 30 times less than that of the most well-known digital currency. However, Bitcoin is in a unique position. Ethereum is one of several cryptocurrencies, for instance, that come from blockchains that focus on making financial applications possible. Bitcoin, or a digital equivalent of gold When one categorizes the different types of cryptocurrencies, Bitcoin stands out as it is one of the few that are essentially meant to store digital value. Some describe Bitcoin as a digital version of gold, purely designed to hold or possibly purchasing power over time. It has no other applications built around it, and is considered too slow to perform financial transactions. Stablecoins, the less volatile cryptocurrency Many coins in this ranking stand out as their price seemingly has not changed as much as others. This is because these are stablecoins - cryptocurrencies pegged to the price development of an external asset. This group of digital assets comprise an increasing share within the overall crypto market. Some see these coins as the future of retail payments, whereas others view these coins as a "safe" addition to their crypto investments.

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 Cryptocurrency Market is segmented by distribution channel (Sales Personnel, Insurance Agencies), type (Life, Non-life), mode (Offline, Online), end-user (Corporate, Individual), and geography (North America: US, Canada; Europe: France, Germany, UK; APAC: Australia, China, India, Japan, South Korea; Rest of World). This segmentation reflects the market's diversity, driven by increasing adoption of Online modes for Individual end-users, particularly in APAC regions like India and South Korea, growing demand for Non-life cryptocurrency products through Insurance Agencies, and Corporate engagement via Sales Personnel in North America and Europe, catering to varied financial and investment needs across global markets.
The market is experiencing significant growth, driven by increasing investment in digital assets and the acceptance of cryptocurrency by retailers. This trend signifies a shift in the financial landscape, as more individuals and businesses recognize the potential benefits of decentralized currencies. However, the market's volatility poses a considerable challenge. The unpredictable value fluctuations can create uncertainty for investors and businesses alike, necessitating careful strategic planning and risk management. Companies seeking to capitalize on this market's opportunities must stay informed of the latest trends and be prepared to navigate the inherent risks. E-commerce, luxury goods, insurance, and even cryptocurrency debit cards are increasingly accepting digital currencies as payment methods.
Adopting innovative technologies, such as blockchain and smart contracts, can help mitigate risks and provide a competitive edge. Additionally, collaborations and partnerships with established financial institutions and retailers can further solidify a company's position in the market. Overall, the market presents both opportunities and challenges, requiring strategic agility and a forward-thinking approach.

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

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
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The market continues to evolve, with dynamic interplays between decentralized storage solutions, hardware wallets, and crypto wallets shaping the landscape. Merchant adoption is on the rise, driving up market capitalization and pushing the boundaries of cryptocurrency security. Proof-of-work (POW) and hashing algorithms underpin the foundations of this decentralized economy, while cryptocurrency derivatives and decentralized finance (DeFi) offer new avenues for portfolio diversification. Open-source software fuels the innovation, with smart contracts paving the way for automated transactions. Cryptocurrency trading is a constant activity, with options contracts, futures contracts, and other instruments adding complexity. The integration of decentralized exchanges (DEXs) and yield farming further expands the market's reach.

Cryptocurrency's applications extend beyond digital assets, touching upon privacy-enhancing technologies, philanthropy, community development, and more. The integration of decentralized governance, consensus mechanisms, and decentralized identity adds layers of complexity and potential. Risk management is a critical component, with cryptocurrency education and security audits essential for investors. The emergence of privacy coins, non-fungible tokens (NFTs), and decentralized applications (dApps) adds to the market's diversity. The market is a dynamic, ever-evolving ecosystem, shaped by ongoing activities and emerging patterns. Quantum computing and regulatory developments pose new challenges, while the integration of cryptocurrency payments, cold storage, and trading volume continues to drive growth.

The future of this decentralized economy is bright, with continuous innovation and adaptation shaping its trajectory.

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.

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
  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

    Br

Bitcoin Historical Data (2018-2024) - 15M, 1H, 4H, and 1D Timeframes

Dataset Overview

This dataset contains historical price data for Bitcoin (BTC/USDT) from January 1, 2018, to the present. The data is sourced using the Binance API, providing granular candlestick data in four timeframes: - 15-minute (15M) - 1-hour (1H) - 4-hour (4H) - 1-day (1D)

This dataset includes the following fields for each timeframe: - Open time: The timestamp for when the interval began. - Open: The price of Bitcoin at the beginning of the interval. - High: The highest price during the interval. - Low: The lowest price during the interval. - Close: The price of Bitcoin at the end of the interval. - Volume: The trading volume during the interval. - Close time: The timestamp for when the interval closed. - Quote asset volume: The total quote asset volume traded during the interval. - Number of trades: The number of trades executed within the interval. - Taker buy base asset volume: The volume of the base asset bought by takers. - Taker buy quote asset volume: The volume of the quote asset spent by takers. - Ignore: A placeholder column from Binance API, not used in analysis.

Data Sources

Binance API: Used for retrieving 15-minute, 1-hour, 4-hour, and 1-day candlestick data from 2018 to the present.

File Contents

1. btc_15m_data_2018_to_present.csv: 15-minute interval data from 2018 to the present.
2. btc_1h_data_2018_to_present.csv: 1-hour interval data from 2018 to the present.
3. btc_4h_data_2018_to_present.csv: 4-hour interval data from 2018 to the present.
4. btc_1d_data_2018_to_present.csv: 1-day interval data from 2018 to the present.

Automated Daily Updates

This dataset is automatically updated every day using a custom Python program.
The source code for the update script is available on GitHub:
🔗 Bitcoin Dataset Kaggle Auto Updater

Licensing

This dataset is provided under the CC0 Public Domain Dedication. It is free to use for any purpose, with no restrictions on usage or redistribution.

Bitcoin Information Service Market Outlook

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.

Service Type Analysis

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.

Report Scope

According to Cognitive Market Research, the global digital currency market size is USD XX million in 2024 and will expand at a compound annual growth rate (CAGR) of 6.00% from 2024 to 2031.

North America held the major market of more than 40% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.2% from 2024 to 2031.
Europe accounted for a share of over 30% of the global market size of USD XX million.
Asia Pacific held the market of around 23% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.0% from 2024 to 2031.
Latin America market of more than 5% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 5.4% from 2024 to 2031.
Middle East and Africa held the major market of around 2% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 5.7% from 2024 to 2031.
The mining category held the highest digital currency market revenue share in 2024.

Market Dynamics of Digital Currency Market

Key Drivers of Digital Currency Market

Growing Volumes of Currency and Investors to Increase the Demand Globally

With the fastest rate of adaption, Bitcoin is among the most widely used currencies. Flexibility, supportive laws, and rising public interest all contribute to the market's expansion. Additionally, facilities that accept bitcoin for transactions and rising bitcoin value both contribute to the market's expansion. In the banking and financial industries, the primary concerns are financial ones. The depreciation of this currency is one way in which these financial issues impact the economy. Cryptocurrencies like Bitcoin and others are utilized for worldwide balancing and have no financial catastrophes. In areas with weak economic structures, cryptocurrency is the greatest choice for financial items, which promotes the expansion of the global market. The interest in digital currency among people in many different nations is expected to fuel the market's growth in the upcoming years.

Growing Interest in Digital Currency to Propel Market Growth

Another factor driving the digital currency sector is the expansion of sophisticated technology and software in many emerging economies. The need to improve the currency market in every country is being driven by the quickly growing senior population, the rise in web applications, the rapid expansion, and individual awareness among people. Because of the digital currency's ease of use and rising market value, a large number of market participants are investing in it and growing their holdings as a result of the market's growth. The numerous uses of digital money in buying, selling, and sorting contribute to increased investment in this digital current, which is anticipated to present market expansion prospects.

Restraint Factors Of Digital Currency Market

Unofficial and Decentralized Changing Platforms to Limit the Sales

Digital currencies are unrestricted, uncontrolled, and decentralized platforms for trading. Currency users have been complaining a lot about money laundering, currency misuse, and money loss. The digital currency is always fluctuating, occasionally indicating an increase or decrease in the exchange rate that impacts investors' capital. Treasury Secretary Steven Mnuchin expresses his apprehension regarding the Libra currency on Facebook. Investors using the digital currency Libra are not adequately protected during transactions. The currency rate, which influences the currency used for investment, is easily hacked by many cyberattacks. The main thing preventing this sector from growing is the misuse of digital currency and security concerns.

Impact of Covid-19 on the Digital Currency Market

There have been several effects of COVID-19 on the market for digital currencies. The pandemic caused a global economic crisis, which resulted in a general sell-off throughout financial markets, including cryptocurrency markets, which caused a huge initial decline. However, institutional investors looking for alternative assets showed more interest in cryptocurrencies like Bitcoin because they perceived them as a possible hedge against traditional market volatility. All things considered, CO...

Prices for USCBTC USD Coin Bitcoin including live quotes, historical charts and news. USCBTC USD Coin Bitcoin was last updated by Trading Economics this July 4 of 2025.

The world of cryptocurrency is always moving forward at a rapid pace, with new innovations and developments happening all the time. In order to keep up with the latest trends, it is important to have access to a comprehensive dataset that covers all aspects of the crypto world. The Reddit /r/Bitcoin dataset for Jun 2022 is just such a resource, containing a wealth of information on everything from the latest Bitcoin news to public opinion on the cryptocurrency. With this valuable dataset, users can stay up-to-date on all the latest happenings in the world of Bitcoin and other cryptocurrencies

More Datasets For more datasets, click here.

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Columns File: reddit-r-bitcoin-data-for-jun-2022-posts.csv

Column name Description type The type of post. (String) subreddit.name The name of the subreddit. (String) subreddit.nsfw Whether the subreddit is NSFW. (Boolean) created_utc The time the post was created. (Timestamp) permalink The permalink of the post. (String) domain The domain of the post. (String) url The URL of the post. (String) selftext The selftext of the post. (String) title The title of the post. (String) score The score of the post. (Integer) File: reddit-r-bitcoin-data-for-jun-2022-comments.csv

Column name Description type The type of post. (String) subreddit.name The name of the subreddit. (String) subreddit.nsfw Whether the subreddit is NSFW. (Boolean) created_utc The time the post was created. (Timestamp) permalink The permalink of the post. (String) score The score of the post. (Integer) body The body text of the post. (String) sentiment The sentiment of the post. (String)

License

CC0

Original Data Source:Viral Fads and Cryptocurrency

The Report Covers Global Crypto Market Analysis & Trends. Cryptocurrencies are Segmented Based On the Market Capitalization of Cryptocurrencies (Bitcoin, Ethereum, Ripple, Bitcoin Cash, Cardano, and Others) and Cryptocurrency Adoption by Geography (Middle East & Africa, Americas, Europe, Apac). The Report Offers Market Size and Forecast Values for the Cryptocurrency Market in USD Million for the Above Segments.

Cryptocurrency Market size was valued at around USD 6.78 billion in 2024 and is projected to reach USD 15.03 billion by 2030 along with a CAGR of around 14.19%.

Prices for BTCCNY Bitcoin Chinese Yuan including live quotes, historical charts and news. BTCCNY Bitcoin Chinese Yuan was last updated by Trading Economics this July 4 of 2025.

The global user base of cryptocurrencies increased by nearly *** percent between 2018 and 2020, only to accelerate further in 2022. This is according to calculations from various sources, based on information from trading platforms and on-chain wallets. Increasing demographics might initially be attributed to a rise in the number of accounts and improvements in identification. In 2021, however, crypto adoption continued as companies like Tesla and Mastercard announced their interest in cryptocurrency. Consumers in Africa, Asia, and South America were most likely to be an owner of cryptocurrencies, such as Bitcoin, in 2022. How many of these users have Bitcoin? User figures for individual cryptocurrencies are unavailable. Bitcoin, for instance, was created not to be tracked by banks and governments. What comes closest is the trading volume of Bitcoin against domestic fiat currencies. The source assumed, however, that UK residents were the most likely to make Bitcoin transactions with British pounds. This assumption might not be accurate for popular fiat currencies worldwide. Moreover, coins such as Tether or Binance Coin - referred to as "stablecoins" - are often used to buy and sell Bitcoin. Those coins were not included in that particular statistic. Wallet usage declined Total crypto wallet downloads were significantly lower in 2022 than in 2021. The number of downloads of Coinbase, Blockchain.com, and MetaMask, among others, declined as the market hit a "crypto winter" over the year. The crypto market also suffered bad press when FTX - one of the largest crypto exchanges based on market share - collapsed in November 2022. Binance, on the other hand, regained some of the market share it had lost between September and October 2022, growing by *** percentage points in November. As of 2025, the highest forecast for the global user base of cryptocurrencies is projected to reach *** million.

In crypto markets where prices can vary significantly between exchanges, having reliable conversion rates matters. CoinAPI delivers exchange rate data across more than 100 currencies that institutions trust for portfolio valuation and trade execution.

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Analysis of ‘Crypto Fear and Greed Index’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/adelsondias/crypto-fear-and-greed-index on 13 February 2022.

--- Dataset description provided by original source is as follows ---

Crypto Fear and Greed Index

Each day, the website https://alternative.me/crypto/fear-and-greed-index/ publishes this index based on analysis of emotions and sentiments from different sources crunched into one simple number: The Fear & Greed Index for Bitcoin and other large cryptocurrencies.

Why Measure Fear and Greed?

The crypto market behaviour is very emotional. People tend to get greedy when the market is rising which results in FOMO (Fear of missing out). Also, people often sell their coins in irrational reaction of seeing red numbers. With our Fear and Greed Index, we try to save you from your own emotional overreactions. There are two simple assumptions:

• Extreme fear can be a sign that investors are too worried. That could be a buying opportunity.
• When Investors are getting too greedy, that means the market is due for a correction.

Therefore, we analyze the current sentiment of the Bitcoin market and crunch the numbers into a simple meter from 0 to 100. Zero means "Extreme Fear", while 100 means "Extreme Greed". See below for further information on our data sources.

Data Sources

We are gathering data from the five following sources. Each data point is valued the same as the day before in order to visualize a meaningful progress in sentiment change of the crypto market.

First of all, the current index is for bitcoin only (we offer separate indices for large alt coins soon), because a big part of it is the volatility of the coin price.

But let’s list all the different factors we’re including in the current index:

Volatility (25 %)

We’re measuring the current volatility and max. drawdowns of bitcoin and compare it with the corresponding average values of the last 30 days and 90 days. We argue that an unusual rise in volatility is a sign of a fearful market.

Market Momentum/Volume (25%)

Also, we’re measuring the current volume and market momentum (again in comparison with the last 30/90 day average values) and put those two values together. Generally, when we see high buying volumes in a positive market on a daily basis, we conclude that the market acts overly greedy / too bullish.

Social Media (15%)

While our reddit sentiment analysis is still not in the live index (we’re still experimenting some market-related key words in the text processing algorithm), our twitter analysis is running. There, we gather and count posts on various hashtags for each coin (publicly, we show only those for Bitcoin) and check how fast and how many interactions they receive in certain time frames). A unusual high interaction rate results in a grown public interest in the coin and in our eyes, corresponds to a greedy market behaviour.

Surveys (15%) currently paused

Together with strawpoll.com (disclaimer: we own this site, too), quite a large public polling platform, we’re conducting weekly crypto polls and ask people how they see the market. Usually, we’re seeing 2,000 - 3,000 votes on each poll, so we do get a picture of the sentiment of a group of crypto investors. We don’t give those results too much attention, but it was quite useful in the beginning of our studies. You can see some recent results here.

Dominance (10%)

The dominance of a coin resembles the market cap share of the whole crypto market. Especially for Bitcoin, we think that a rise in Bitcoin dominance is caused by a fear of (and thus a reduction of) too speculative alt-coin investments, since Bitcoin is becoming more and more the safe haven of crypto. On the other side, when Bitcoin dominance shrinks, people are getting more greedy by investing in more risky alt-coins, dreaming of their chance in next big bull run. Anyhow, analyzing the dominance for a coin other than Bitcoin, you could argue the other way round, since more interest in an alt-coin may conclude a bullish/greedy behaviour for that specific coin.

Trends (10%)

We pull Google Trends data for various Bitcoin related search queries and crunch those numbers, especially the change of search volumes as well as recommended other currently popular searches. For example, if you check Google Trends for "Bitcoin", you can’t get much information from the search volume. But currently, you can see that there is currently a +1,550% rise of the query „bitcoin price manipulation“ in the box of related search queries (as of 05/29/2018). This is clearly a sign of fear in the market, and we use that for our index.

There's a story behind every dataset and here's your opportunity to share yours.

Copyright disclaimer

This dataset is produced and maintained by the administrators of https://alternative.me/crypto/fear-and-greed-index/.

This published version is an unofficial copy of their data, which can be also collected using their API (e.g., GET https://api.alternative.me/fng/?limit=10&format=csv&date_format=us).

--- Original source retains full ownership of the source dataset ---

The global crypto credit card market is experiencing significant growth, driven by increasing cryptocurrency adoption, the desire for enhanced rewards programs, and the expansion of services offered by various financial institutions. The market size in 2025 is estimated at $244.65 million. While the precise CAGR (Compound Annual Growth Rate) is not provided, considering the rapid expansion of the cryptocurrency sector and the increasing appeal of crypto-linked financial products, a conservative estimate would place the CAGR between 30% and 40% for the forecast period (2025-2033). This robust growth is fueled by several key factors. The increasing integration of cryptocurrencies into mainstream financial systems makes crypto credit cards a more accessible and user-friendly option for consumers. Furthermore, the attractive rewards programs offered by many crypto credit cards, often exceeding those of traditional credit cards, are a significant draw. The market is segmented by application (BFSI, Personal Consumption, Business, Others) and by card type (Regular Crypto Credit Cards, Rewards Crypto Credit Cards, Others), with the rewards segment expected to dominate due to its inherent appeal to consumers. Geographic expansion is another key driver, with North America and Europe currently leading the market, followed by Asia-Pacific, which shows significant growth potential given the high rate of cryptocurrency adoption in regions like India and China. However, regulatory uncertainty and volatility in cryptocurrency prices present challenges to market growth. Government regulations surrounding cryptocurrencies vary significantly across jurisdictions, potentially hindering the widespread adoption of crypto credit cards. The inherent price fluctuations of cryptocurrencies also pose a risk, influencing consumer confidence and usage. Despite these challenges, the long-term outlook for the crypto credit card market remains positive. Continuous innovation in the crypto space, coupled with increasing consumer awareness and acceptance of cryptocurrencies, positions the market for sustained expansion in the coming years. The growing number of players such as Gemini, BlockFi, Crypto.com, and Coinbase further strengthens the market's competitive landscape and fuels innovation, contributing to overall market expansion.

his dataset provides a window into the user perspectives on one of the world's most popular cryptocurrencies—Bitcoin. The dataset contains rich information from Reddit comments from the Bitcoin Subreddit across 2020 and beyond, letting you learn about user conversations, topics discussed and sentiments expressed in this vibrant community. Dive deep into different aspects of cryptocurrency by using this comprehensive collection of Reddit comments - Break down comments based on time, replies, score and more to gain unique insights. Follow trends over time and identify primary hot topics that excite the Bitcoin subreddit - all at your fingertips! Get a better understanding of who is driving cryptocurrency discussions today with this invaluable resource!

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Featured Notebooks 🚨 Your notebook can be here! 🚨! How to use the dataset This dataset contains user comments from the Bitcoin subreddit over the past year and a half, providing insight into user perspectives on the popular cryptocurrency. In order to make use of this data, it is helpful to have a working understanding of some common statistical concepts such as descriptive statistics, central tendency, and distributions. As well as basic SQL queries.

Research Ideas Sentiment analysis of Bitcoin Subreddit comments to examine the public’s perception of cryptocurrency. Identification and visualization of correlations between Reddit comments and changes in the value of Bitcoin cryptocurrency markets over time. Identifying user trends in topic preferences for Bitcoin discussions on Reddit by analyzing the body content, topics discussed and URL associated with each comment made on the subreddit Acknowledgements If you use this dataset in your research, please credit the original authors. Data Source

License

CC0

Original Data Source: Reddit: /r/Bitcoin

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Blocksize’s Real-Time Bid/Ask Feed provides an accurate and continuously updated view of market liquidity, aggregating the best bid and ask prices across a broad selection of centralized and decentralized exchanges as well as producing the mid price. Designed for trading platforms, institutional desks, data vendors, and DeFi applications, this feed offers critical insight into price discovery, market depth, and spread dynamics with sub-second latency — all through unlimited WebSocket access.

Each data point is calculated by collecting order book updates across multiple exchanges and applying a volume-weighted averaging algorithm for both bid and ask sides. This ensures the most liquid venues exert greater influence on the final price, providing a more reliable indication of market value than single-source quotes. The resulting feed not only shows top-of-book prices but also reflects the effective trading cost (via spread width) and execution quality available across markets.

To guarantee data quality, Blocksize applies a statistical anomaly filter that dynamically adapts to trading activity. Using a liquidity-adjusted window, the system filters out sudden outliers that could otherwise distort bid or ask prices. In addition, if a significant price jump is detected, a built-in correction mechanism recalibrates the data window to ensure the feed remains responsive without misclassifying valid moves as anomalies.

This product is particularly valuable in low-liquidity markets where last-traded prices may not represent current market value. Traders can use the feed to price assets, optimize order routing, and assess volatility. Meanwhile, oracles, analytics platforms, and institutional clients benefit from clean, real-time insights into the most executable price levels in the market — with guaranteed uptime and consistent update frequency.

Our Customers:

• Oracles & DeFi Protocols and Applications
• Asset & Fund Managers investing in digital assets
• Asset Custodians storing digital assets
• Banks, Brokers with crypto offering
• Traditional Data Providers planning to extend their offering to digital assets
• Information Provider platforms

Questions? Reach out to our qualified data team.

PII Statement: Our datasets does not include personal, pseudonymized, or sensitive user data

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”