100+ datasets found
  1. Bitcoin BTC/USD price history up to Nov 16, 2025

    • statista.com
    Updated Nov 17, 2025
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    Statista (2025). Bitcoin BTC/USD price history up to Nov 16, 2025 [Dataset]. https://www.statista.com/statistics/326707/bitcoin-price-index/
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    Dataset updated
    Nov 17, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    May 27, 2020 - Nov 16, 2025
    Area covered
    Worldwide
    Description

    The Bitcoin (BTC) price again reached an all-time high in 2025, as values exceeded over 95,508.31 USD on November 16, 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.

  2. 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 authored and provided by
    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.

  3. Bitcoin Price Dataset (2017-2023)

    • kaggle.com
    zip
    Updated Aug 24, 2023
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    Jonathan Kraayenbrink (2023). Bitcoin Price Dataset (2017-2023) [Dataset]. https://www.kaggle.com/datasets/jkraak/bitcoin-price-dataset
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    zip(133085095 bytes)Available download formats
    Dataset updated
    Aug 24, 2023
    Authors
    Jonathan Kraayenbrink
    Description

    Bitcoin Historical Dataset 3M records from 2017-2023

    Context:

    Bitcoin, the pioneering cryptocurrency, has captured the world's attention as a decentralized digital asset with a fluctuating market value. This dataset offers a comprehensive record of Bitcoin's price evolution, spanning from August 2017 to July 2023. The data has been meticulously collected from the Binance API, with price data captured at one-minute intervals. Each record includes essential information such as the open, high, low, and close prices, alongside associated trading volume. This dataset provides an invaluable resource for those interested in studying Bitcoin's price trends and market dynamics.

    Dataset Details:

    Total Number of Entries: 3.126.000

    Attributes: Timestamp, Open Price, High Price, Low Price, Close Price, Volume , Quote asset volume, Number of trades, Taker buy base asset volume, Taker buy quote asset volume.

    Data Type: csv

    Size: 133 MB

    Date ranges: 2023/08/17 till 2023/07/31

    Content:

    This dataset provides granular insights into the price history of Bitcoin, allowing users to explore minute-by-minute changes in its market value. The dataset includes attributes such as the open price, high price, low price, close price, trading volume, and the timestamp of each recorded interval. The data is presented in CSV format, making it easily accessible for analysis and visualization.

    Inspiration:

    The Bitcoin Price Dataset opens up numerous avenues for exploration and analysis, driven by the availability of high-frequency data. Potential research directions include:

    Intraday Price Patterns: How do Bitcoin prices vary within a single day? Are there recurring patterns or trends during specific hours? Volatility Analysis: What are the periods of heightened volatility in Bitcoin's price history, and how do they correlate with external events or market developments? Correlation with Events: Can you identify instances where significant price movements coincide with notable events in the cryptocurrency space or broader financial markets? Long-Term Trends: How has the average price of Bitcoin evolved over different years? Are there multi-year trends that stand out? Trading Volume Impact: Is there a relationship between trading volume and price movement? How does trading activity affect short-term price fluctuations?

    Acknowledgements:

    The dataset has been sourced directly from the Binance API, a prominent cryptocurrency exchange platform. The collaboration with Binance ensures the dataset's accuracy and reliability, offering users a trustworthy foundation for conducting analyses and research related to Bitcoin's price movements.

    Licensing:

    Users are welcome to utilize this dataset for personal, educational, and research purposes, with attribution to the Binance API as the source of the data.

    Hope you enjoy this dataset as much as I enjoyed putting it together. Can't wait to see what you can come up with :)

  4. y

    Bitcoin Price

    • ycharts.com
    html
    Updated Nov 9, 2025
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    CryptoCompare (2025). Bitcoin Price [Dataset]. https://ycharts.com/indicators/bitcoin_price
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    htmlAvailable download formats
    Dataset updated
    Nov 9, 2025
    Dataset provided by
    YCharts
    Authors
    CryptoCompare
    License

    https://www.ycharts.com/termshttps://www.ycharts.com/terms

    Time period covered
    Jun 13, 2014 - Nov 9, 2025
    Variables measured
    Bitcoin Price
    Description

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

  5. T

    BTCUSD Bitcoin US Dollar - Currency Exchange Rate Live Price Chart

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Nov 27, 2025
    + more versions
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    TRADING ECONOMICS (2025). BTCUSD Bitcoin US Dollar - Currency Exchange Rate Live Price Chart [Dataset]. https://tradingeconomics.com/btcusd:cur
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    excel, xml, csv, jsonAvailable download formats
    Dataset updated
    Nov 27, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

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

    Time period covered
    Jan 1, 2000 - Nov 30, 2025
    Description

    Prices for BTCUSD Bitcoin US Dollar including live quotes, historical charts and news. BTCUSD Bitcoin US Dollar was last updated by Trading Economics this November 30 of 2025.

  6. k

    BTC All-Time High Data

    • kraken.com
    Updated Aug 18, 2023
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    Kraken (2023). BTC All-Time High Data [Dataset]. https://www.kraken.com/prices/bitcoin
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    Dataset updated
    Aug 18, 2023
    Dataset authored and provided by
    Kraken
    Description

    All-time high price data for Bitcoin, including the peak value, date achieved, and current comparison metrics.

  7. k

    BTC Daily Price History

    • kraken.com
    Updated Aug 18, 2023
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    Kraken (2023). BTC Daily Price History [Dataset]. https://www.kraken.com/prices/bitcoin
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    Dataset updated
    Aug 18, 2023
    Dataset authored and provided by
    Kraken
    Description

    Daily historical price data for Bitcoin including high, low, open, close, and percentage difference over the most recent 24 days.

  8. Bitcoin Price Prediction dataset

    • kaggle.com
    zip
    Updated Aug 22, 2024
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    Shahid Ali (2024). Bitcoin Price Prediction dataset [Dataset]. https://www.kaggle.com/datasets/shahidk3075/bitcoin-price-prediction-dataset
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    zip(116757 bytes)Available download formats
    Dataset updated
    Aug 22, 2024
    Authors
    Shahid Ali
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    This dataset is curated for those who are interested in predicting Bitcoin prices using historical data. It contains comprehensive information on Bitcoin's market behavior over time, including daily prices, trading volumes, and other relevant financial indicators. This dataset can be used to develop and test predictive models, analyze trends, and gain insights into the cryptocurrency market.

    Features: Date: The date corresponding to each entry. Open: The opening price of Bitcoin for the given date. High: The highest price reached by Bitcoin on the given date. Low: The lowest price reached by Bitcoin on the given date. Close: The closing price of Bitcoin for the given date. Volume: The total volume of Bitcoin traded on the given date. Market Cap: The total market capitalization of Bitcoin on the given date. Adjusted Close: The closing price adjusted for any dividends or stock splits. Usage: This dataset can be used for various purposes, including:

    Time Series Analysis: Understanding how Bitcoin prices fluctuate over time. Predictive Modeling: Building models to predict future prices based on historical data. Market Research: Analyzing trends and patterns in the cryptocurrency market.

  9. BTC (Bitcoin) Historical Data Dataset(2022-2024)

    • kaggle.com
    zip
    Updated Jun 26, 2024
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    Leo (2024). BTC (Bitcoin) Historical Data Dataset(2022-2024) [Dataset]. https://www.kaggle.com/datasets/vc9408/btc-data-from-2022-to-2024
    Explore at:
    zip(21227 bytes)Available download formats
    Dataset updated
    Jun 26, 2024
    Authors
    Leo
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    BTC (Bitcoin) Historical Data Dataset This dataset provides historical data of Bitcoin (BTC) including various key features over a period of time. The dataset includes the following features:

    Date: Date of the recorded data point. Price: The price of Bitcoin at the given date. Volume Weighted Average Price (VWAP): Average price of Bitcoin weighted by trading volume. Open: Opening price of Bitcoin at the beginning of the day. High: Highest price of Bitcoin during the day. Low: Lowest price of Bitcoin during the day. Close: Closing price of Bitcoin at the end of the day. Volume: Trading volume of Bitcoin at the given date.

  10. Bitcoin (BTC) vs altcoin dominance history up to February 4, 2025

    • statista.com
    Updated Dec 4, 2023
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    Statista (2023). Bitcoin (BTC) vs altcoin dominance history up to February 4, 2025 [Dataset]. https://www.statista.com/statistics/1269669/bitcoin-dominance-historical-development/
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    Dataset updated
    Dec 4, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    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.

  11. k

    BTC prices for 2025-11-19

    • kraken.com
    Updated Aug 18, 2023
    + more versions
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    (2023). BTC prices for 2025-11-19 [Dataset]. https://www.kraken.com/prices/bitcoin
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    Dataset updated
    Aug 18, 2023
    Time period covered
    Nov 19, 2025
    Variables measured
    Low: 88547, Currency: USD, High: 92966.1, Open: 92966.1, Close: 91427.7, Value: 91427.7, Difference %: -1.6547967484922017
    Description

    Bitcoin price data for 2025-11-19 including currency, value, high, low, open, close, and percentage difference.

  12. BTC-USD Price Data (June 2010 - November 2024)

    • kaggle.com
    zip
    Updated Nov 30, 2024
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    Farhan Ali (2024). BTC-USD Price Data (June 2010 - November 2024) [Dataset]. https://www.kaggle.com/datasets/farhanali097/btc-usd-price-data-june-2010-november-2024
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    zip(107769 bytes)Available download formats
    Dataset updated
    Nov 30, 2024
    Authors
    Farhan Ali
    License

    Apache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
    License information was derived automatically

    Description

    This dataset contains historical price data for Bitcoin (BTC) against the U.S. Dollar (USD), spanning from June 2010 to November 2024. The data is organized on a daily basis and includes key market metrics such as the opening price, closing price, high, low, volume, and market capitalization for each day.

    Columns: The dataset consists of the following columns:

    Date: The date of the recorded data point (format: YYYY-MM-DD). Open: The opening price of Bitcoin on that day. High: The highest price Bitcoin reached on that day. Low: The lowest price Bitcoin reached on that day. Close: The closing price of Bitcoin on that day. Volume: The total trading volume of Bitcoin during that day. Market Cap: The total market capitalization of Bitcoin on that day (calculated by multiplying the closing price by the circulating supply of Bitcoin at the time). Source: The data is sourced from Yahoo Finance.

    Time Period: The data spans from June 2010, when Bitcoin first began trading, to November 2024. This provides a comprehensive view of Bitcoin’s historical price movements, from its early days of trading at a fraction of a cent to its more recent valuation in the thousands of dollars.

    Use Cases:

    This dataset is valuable for a variety of purposes, including:

    Time Series Analysis: Analyze Bitcoin price movements, identify trends, and develop predictive models for future prices. Financial Modeling: Use the dataset to assess Bitcoin as an asset class, model its volatility, or simulate investment strategies. Machine Learning: Train machine learning algorithms to forecast Bitcoin’s future price or predict market trends based on historical data. Economic Research: Study the impact of global events on Bitcoin’s price, such as regulatory changes, technological developments, or macroeconomic factors. Visualization: Generate visualizations of Bitcoin price trends, trading volume, and market capitalization over time.

  13. Bitcoin BTC, 7 Exchanges, 1h Full Historical Data

    • kaggle.com
    Updated Sep 9, 2025
    + more versions
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    Imran Bukhari (2025). Bitcoin BTC, 7 Exchanges, 1h Full Historical Data [Dataset]. https://www.kaggle.com/datasets/imranbukhari/comprehensive-btcusd-1h-data
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Sep 9, 2025
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Imran Bukhari
    License

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

    Description

    I am a new developer and I would greatly appreciate your support. If you find this dataset helpful, please consider giving it an upvote!

    Key Features:

    Complete 1h Data: Raw 1h historical data from multiple exchanges, covering the entire trading history of BTCUSD available through their API endpoints. This dataset is updated daily to ensure up-to-date coverage.

    Combined Index Dataset: A unique feature of this dataset is the combined index, which is derived by averaging all other datasets into one, please see attached notebook. This creates the longest continuous, unbroken BTCUSD dataset available on Kaggle, with no gaps and no erroneous values. It gives a much more comprehensive view of the market i.e. total volume across multiple exchanges.

    Superior Performance: The combined index dataset has demonstrated superior 'mean average error' (MAE) metric performance when training machine learning models, compared to single-source datasets by a whole order of MAE magnitude.

    Unbroken History: The combined dataset's continuous history is a valuable asset for researchers and traders who require accurate and uninterrupted time series data for modeling or back-testing.

    https://i.imgur.com/OVOyF5A.png" alt="BTCUSD Dataset Summary">

    https://i.imgur.com/6hxG2G3.png" alt="Combined Dataset Close Plot"> This plot illustrates the continuity of the dataset over time, with no gaps in data, making it ideal for time series analysis.

    Included Resources:

    Two Notebooks:

    Dataset Usage and Diagnostics: This notebook demonstrates how to use the dataset and includes a powerful data diagnostics function, which is useful for all time series analyses.

    Aggregating Multiple Data Sources: This notebook walks you through the process of combining multiple exchange datasets into a single, clean dataset. (Currently unavailable, will be added shortly)

  14. Quarterly market share of selected cryptocurrencies, based on market cap...

    • statista.com
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    Statista, Quarterly market share of selected cryptocurrencies, based on market cap 2013-2025 [Dataset]. https://www.statista.com/statistics/730782/cryptocurrencies-market-capitalization/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    Bitcoin's role within the overall cryptocurrency market picked up in 2024, whilst Ethereum lost terrain to currencies like Solana. This according to a metric that compares a coin's market cap relative to the overall crypto market called "dominance". This ratio shows how strong, for example, Bitcoin is compared to all the other cryptocurrencies. A comparison between Bitcoin and multiple other coins reveals that the shape of the crypto market has changed dramatically over time. Bitcoin typically has a dominance of over ** percent, so the interest for analysts lies more in whether Bitcoin's market share has gone up or down when compared to altcoins.

  15. Weekly market cap of all cryptocurrencies combined up to October 2025

    • statista.com
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    Statista, Weekly market cap of all cryptocurrencies combined up to October 2025 [Dataset]. https://www.statista.com/statistics/730876/cryptocurrency-maket-value/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Oct 1, 2025
    Area covered
    Worldwide
    Description

    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 *******.

  16. Daily Bitcoin (BTC) 24h trade volume history up to August 18, 2025

    • statista.com
    Updated Aug 18, 2025
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    Statista (2025). Daily Bitcoin (BTC) 24h trade volume history up to August 18, 2025 [Dataset]. https://www.statista.com/statistics/1272819/bitcoin-trade-volume/
    Explore at:
    Dataset updated
    Aug 18, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    Bitcoin trading volume peaked in late February 2021 to a level much higher in the rest of the year, marking a significant month in the coin's history. Whilst there is no clear explanation why the trade volume went up so much on February 26, Bitcoin's price development suggests the cryptocurrency's value around that time declined somewhat after weeks of growth and continued media attention. That morning, Bitcoin went down by around ** percent - potentially sparking a buying frenzy for people who saw this as an opportune time to invest in the coin. Indeed, most consumers in both the U.S. and the UK invest in crypto for growth prospects. As of August 18, 2025, the Bitcoin trading volume was recorded at 20.91.

  17. c

    Bitcoin Prices and Technical Variables - Dataset - CryptoData Hub

    • cryptodata.center
    Updated Dec 4, 2024
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    (2024). Bitcoin Prices and Technical Variables - Dataset - CryptoData Hub [Dataset]. https://cryptodata.center/dataset/bitcoin-prices-and-technical-variables
    Explore at:
    Dataset updated
    Dec 4, 2024
    License

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

    Description

    The selected variables were chosen base on the literature for time series of stock prices prediction or Forex (currency) prediction. The analises test only variables associated with the price like Bitcoin close, open, high and low price and volumn (for one representative exchange). Like Chen and Bahar, we used moving average of the variables to generate new variables in order to capture other information that could be hidden due the high noise generate characteristic of a high volatile asset. Also, like \cite{Bahar2016}, we use Gold an Death Cross, that are very common data for technical analysis.

  18. Bitcoin_Dataset_(Hourly)

    • kaggle.com
    Updated Dec 26, 2024
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    ZACKY_ZAC (2024). Bitcoin_Dataset_(Hourly) [Dataset]. https://www.kaggle.com/datasets/zackyzac/bitcoin-dataset-hourly
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Dec 26, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    ZACKY_ZAC
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    Subtitle:

    Comprehensive Bitcoin Hourly Trading Dataset: 2017–2024

    Description:

    This dataset offers detailed hourly trading data for Bitcoin (BTC-USD), covering the period from August 17, 2017, to December 25, 2024. It is sourced from Binance, one of the most prominent cryptocurrency exchanges, and is designed to provide a granular view of Bitcoin's market activity over several years.

    Dataset Highlights:

    • Timeframe: Over seven years of hourly data for in-depth analysis of market trends.
    • OHLC Data: Includes Open, High, Low, and Close prices, enabling detailed candlestick analysis.
    • Trading Volume: Captures the total traded volume for each hour, aiding in liquidity analysis.
    • Quote Asset Volume: Represents the traded volume in USD equivalent, facilitating fiat comparisons.
    • Number of Trades: The count of trades executed within each hour, offering insights into market activity.
    • Taker Buy Base/Quote Volumes: Differentiates between aggressive (taker) buy orders in both Bitcoin and USD equivalents.
    • Close Time: Marks the precise end of each hourly interval for temporal accuracy.

    Applications:

    This dataset is an excellent resource for:
    - Time-Series Analysis: Understanding long-term and short-term market trends.
    - Machine Learning Models: Training models for price prediction, anomaly detection, or volatility analysis.
    - Algorithmic Trading: Building and backtesting trading strategies.
    - Market Research: Analyzing Bitcoin's market dynamics, trading behavior, and historical performance.

    The dataset is particularly useful for crypto enthusiasts, data scientists, and financial analysts seeking to explore the nuances of Bitcoin's price movements and trading activity over time.

  19. 📈 Bitcoin Price Dataset: Explore Daily Dynamics!

    • kaggle.com
    zip
    Updated May 21, 2024
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    Paweł Kauf (2024). 📈 Bitcoin Price Dataset: Explore Daily Dynamics! [Dataset]. https://www.kaggle.com/datasets/pawelkauf/bitcoin-daily
    Explore at:
    zip(103157 bytes)Available download formats
    Dataset updated
    May 21, 2024
    Authors
    Paweł Kauf
    License

    Apache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
    License information was derived automatically

    Description

    About This Dataset 🚀

    Explore the Pulse of Bitcoin! This meticulously curated dataset offers a detailed view of Bitcoin's USD value, capturing the highs, lows, and everything in between. With data spanning over a decade, analysts, researchers, and enthusiasts can delve into the nuances of market trends, perform predictive analytics, and unearth insights into the cryptocurrency's volatile nature.

    What's Inside? 📊

    • Date: Track Bitcoin's price movements day by day for precise temporal analysis.
    • Open, High, Low, Close: Uncover daily trading patterns with detailed price points.
    • Adjusted Close: Get a more accurate reflection of Bitcoin's closing price, adjusted for external market factors.
    • Volume: Measure market sentiment and trading intensity with comprehensive volume data.

    Perfect for:

    • Academic Research: Ideal for econometrics studies, financial models, and cryptocurrency research.
    • Machine Learning Projects: Ready-to-use data for forecasting models, trend analysis, and pattern recognition.
    • Financial Analysis: Essential for investors and financial analysts focusing on cryptocurrency markets.

    Get Started with Our Analysis Notebook! 📘✨

    Ready to dive deeper? Check out our starter notebook designed to help you kickstart your analysis using this dataset. Whether you're new to data science or an experienced analyst, this notebook will guide you through a comprehensive exploration of Bitcoin's daily prices, equipping you with the tools to start your own analysis.

    👉 Start Analyzing Bitcoin Daily Prices Now!

    Utilize this dataset as a foundation for your research, analysis, and predictions. Happy exploring!

  20. t

    Bitcoin and Amazon Stock Prices - Dataset - LDM

    • service.tib.eu
    Updated Dec 2, 2024
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    (2024). Bitcoin and Amazon Stock Prices - Dataset - LDM [Dataset]. https://service.tib.eu/ldmservice/dataset/bitcoin-and-amazon-stock-prices
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    Dataset updated
    Dec 2, 2024
    Description

    The dataset was acquired from the free version of the Yahoo Finance API in Python, containing the close price of Bitcoin (BTC) from 2014-10-15 to 2020-01-01 and Amazon (AMZN) from 2010-01-01 to 2021-06-01 with the daily time step.

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Statista (2025). Bitcoin BTC/USD price history up to Nov 16, 2025 [Dataset]. https://www.statista.com/statistics/326707/bitcoin-price-index/
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Bitcoin BTC/USD price history up to Nov 16, 2025

Explore at:
96 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Nov 17, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
May 27, 2020 - Nov 16, 2025
Area covered
Worldwide
Description

The Bitcoin (BTC) price again reached an all-time high in 2025, as values exceeded over 95,508.31 USD on November 16, 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.

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