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

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

Columns:

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

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

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

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

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

Cryptocurrency Market Analysis

Price Fluctuations and Market Cap Trends Over Time

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About this dataset

This dataset contains an in-depth look into the changing cryptocurrency market. It provides an insightful overview of the market capitalization, prices, circulating supplies, and symbols that make up various cryptocurrencies. This data can guide economists, financial advisors and investors to form strategies on investments they make while anticipating future cryptocurrency price movements. Researchers can utilize this data to identify correlations between different cryptocurrencies giving a clearer understanding of the market as a whole. By examining patterns and trends in the crypto market one can gain valuable information about its dynamics that could be beneficial for future investments

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How to use the dataset

This dataset provides a great opportunity to explore the cryptocurrency market and its movements. The data contained in this dataset presents key market information - such as prices, market capitalizations and symbols - that can be used in various ways to better understand the performance of different cryptocurrencies.

Here are some tips on how to use this dataset:

• Identify the cryptocurrency with highest or lowest market capitalization: Analyze the total number of coins issued by a particular cryptocurrency, then compare its associated market cap against those from other cryptocurrencies. This will give you a good indication of which cryptos are performing best or worst in terms of total value.

• Compare changes in price between different cryptos: Using our price data, users can identify how one crypto asset has performed over another over a given period of time. This will allow investors to make an informed decision on which asset might offer preferable returns for their portfolios going forward.

• Analyze circulating supply levels: Circulating supply is an important metric when analyzing any asset’s worth – simply put, if there is a higher amount of coins circulating among investors, then it’s likely that its worth will decrease slightly due to increased competition over available coins. Accordingly, observing supply levels can provide powerful insight into which assets may have more upside potential compared to others with similar volumes and prices (or visa-versa).

These are just some general guidelines – we encourage researchers and analysts alike to use this powerful tool however best suits their individual needs!

Research Ideas

• Use this dataset to develop models that predict changes in cryptocurrency prices over time, helping investors better manage their portfolios.
• Analyze trends in the cryptocurrency market to develop strategies for entering and exiting markets or improving the trading process.
• Study the relationships between different cryptocurrencies and explore correlations between them, which could help inform investment decisions or provide a deeper understanding of how cryptocurrencies are related to one another

Acknowledgements

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

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: Cryptocurrency Historical Data Snapshot.csv | Column name | Description | |:---------------|:-----------------------------------------------------------------| | Name | The name of the cryptocurrency. (String) | | Market Cap | The total market capitalization of the cryptocurrency. (Integer) | | Price | The current price of the cryptocurrency. (Float) | | Symbol | The unique identifier of the cryptocurrency. (String) |

Acknowledgements

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

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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

Context

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

Acknowledgments

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

Inspiration

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

Analysis Ideas

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

The cryptocurrency market size is predicted to reach $3.33 billion in 2024 to $11.07 billion by 2035, growing at a CAGR of 11.54% from 2024 to 2035

Cryptocurrency Market Values and Supply

Tracking Value and Supply Trends

By [source]

About this dataset

This dataset provides an unparalleled insight into the trends of the cryptocurrency market by collecting daily snapshots of its market capitalization, price, circulating supply, and the name, symbol, and date associated with each snapshot. The data offers researchers a comprehensive view of different cryptocurrencies across the globe in terms of value and techniques used to manage their supplies. This data helps us compare different digital currencies while identifying each currency’s potential for growth based on current valuation trends or its susceptibility to volatility. Furthermore, this dataset enables us to research both current developments as well as historical dynamics within the cryptocurrency market. Ultimately, these records provide critical material for gaining a better understanding of the concept that governs digital currency markets and allow users to make informed decisions when choosing between various investments options in a rapidly changing finance industry

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How to use the dataset

This dataset provides an invaluable insight into the trends of the cryptocurrency market, allowing you to analyze and compare different cryptocurrencies in terms of their market value, circulating supply and volatility. Here's how to get started using this dataset:

• Examine the Columns: The dataset includes several columns such as Name, Market_cap, Price, Circulating_supply and Symbol. It is important to understand what data each column contains before you start exploring the data.
• Select Correlated Cryptocurrencies: You can select two or more correlated cryptocurrencies to compare their market values, circulating supplies or prices over time. This allows you to see how changes in one currency affects other currencies.
• Filter Results by Price or Market Cap: You can filter your results by setting a specific maximum or minimum price for each cryptocurrency or by setting a maximum/minimum market cap for any given day of analysis. This will help narrow down results that may be hard to interpret due to high variation in values between days or timespans (time series analysis).
• Conduct Time Series Analysis: Start your time series analysis by tracking changes in Price, Market Cap and Circulating Supply over time on a single chart so that you can observe patterns better than if displayed separately; this makes it easier to spot potential correlations between values which might suggest underlying causes causing these changes. 5 Use Models To Forecast Activity In The Cryptocurrency Market : Using Machine Learning models with historic data from this dataset enables more accurate predictions about what could happen in the future create more accurate models about expected future activity going into investing decisions for doing research about long term investments moves that goes beyond short term trading strategies

Research Ideas

• Creating a statistical model to predict the price movement of different cryptocurrencies given market conditions and circulating supply;
• Analyzing the effect of investing decisions on cryptocurrencies by analyzing historical trends in market capitalization, price, and circulating supply;
• Identifying correlations between trading volume and market capitalization or circulating supply in order to better understand how these factors impacts prices over time

Acknowledgements

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

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: top cryto2.csv | Column name | Description | |:-----------------------|:---------------------------------------------------------------------------| | Name | The name of the cryptocurrency. (String) | | Market_cap | The total market capitalization of the cryptocurrency. (Float) | | price | The current price of the cryptocurrency. (Float) | | **circulating_supply...

Cryptocurrency Market grows from USD 6.20 Billion in 2024 to USD 23.54 Billion by 2034 at 14.20% CAGR, Uncover Bitcoin, Ethereum innovations & global blockchain adoption insights.

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 *******.

The Europe Cryptocurrency market was valued at USD 10.24 billion in 2024 and is expected to grow to USD 18.45 billion by 2030 with a CAGR of 16.28%.

The size of the U.S. Cryptocurrency Market market was valued at USD 28.09 billion in 2023 and is projected to reach USD 62.10 billion by 2032, with an expected CAGR of 12.0 % during the forecast period.

Bitcoin Pulse is a curated dataset combining hourly crypto, macroeconomic, and sentiment indicators to help researchers and developers forecast Bitcoin price movements.

It brings together a wide range of features from:

🟢 Crypto markets: BTC, ETH, SOL, DOGE, and more

📈 Global indices: NASDAQ, S&P500, DAX, and others

🧠 Sentiment & psychology: Fear & Greed Index, Google Trends, BTC dominance

💹 Derivatives signals: Open interest, volatility metrics

⏱️ Hourly frequency, fully filled, aligned, and ready for time series modeling

The United States Cryptocurrency Market Report is Segmented by Component (Wallet Providers, Mining Hardware, and More), Cryptocurrency Type (Bitcoin, Ethereum, Stablecoins, Altcoins, Other Types), Transaction Type (P2P Transfers, Retail Payments, Defi Transactions, and More), End User (Individuals, Smes, Large Enterprises, Institutional Investors, Government), and Geography. Market Forecasts are Provided in Value (USD).

Discover the explosive growth of the cryptocurrency market! This in-depth analysis projects a $2 trillion valuation by 2025, with a 15% CAGR through 2033. Learn about key drivers, restraints, and leading companies like Coinbase and Binance, shaping the future of digital finance.

View daily updates and historical trends for Bitcoin Market Cap. Source: Blockchain.com. Track economic data with YCharts analytics.

Discover the booming digital and cryptocurrency market! Explore a comprehensive analysis revealing a $79 billion (2025) market projected for significant growth (3.8% CAGR) driven by DeFi, blockchain adoption, and institutional investment. Learn about key players, market trends, and challenges impacting this transformative sector.

Discover the explosive growth of the cryptocurrency exchange and app market, projected to reach $250 billion by 2033. This in-depth analysis covers market size, key drivers, trends, regional breakdowns (North America, Europe, Asia-Pacific), top companies (Coinbase, Binance, Kraken), and future forecasts. Learn about the challenges and opportunities in this dynamic sector.

India Cryptocurrency Market was valued at USD 3.98 Billion in 2025 and is expected to reach USD 11.07 Billion by 2031 with a CAGR of 18.65%.

The cryptocurrency market is booming, projected to reach [projected 2033 value based on CAGR calculation] by 2033, with a CAGR of 7.77%. Explore key drivers, trends, and challenges impacting Bitcoin, Ethereum, and other cryptocurrencies across major global regions. Learn about leading companies and regional market shares in this comprehensive analysis. Recent developments include: December 2023: Bitfinex Securities Ltd. secured USD 5.2 million in USDT by leveraging its tokenized bond ALT2612. The fundraising initiative was made possible through the assistance of ALTERNATIVE, a securitization fund based in Luxembourg and managed by Mikro Kapita, a renowned microfinancing company., October 2023: Quantstamp, a renowned player in web3 security, has unveiled DeFi Protection, an innovative security solution that compensates users for their DeFi losses. DeFi Protection is a cutting-edge product that thoroughly examines the security of smart contracts, promptly notifies users about potential risks, and ensures round-the-clock assistance from skilled security auditors. Significantly, this remarkable offering includes a guarantee program that promises to reimburse DeFi Protection customers for any financial setbacks resulting from a lapse in Quantstamp's security services.. Key drivers for this market are: Rising Demand for Operational Efficiency and Transparency in Financial Payment Systems, Increasing Demand for Remittances in Developing Countries. Potential restraints include: Rising Demand for Operational Efficiency and Transparency in Financial Payment Systems, Increasing Demand for Remittances in Developing Countries. Notable trends are: Increasing Adoption of Digital Assets is Expected to Drive the Growth of this Market.

Cryptocurrency market is expected to grow at a CAGR of 56.05% from 2026 to 2032.The Global Cryptocurrency Market report provides a holistic evaluation of the market. The report comprises various segments as well as an analysis of the trends and factors that are playing a substantial role in the market. These factors; the market dynamics, involves the drivers, restraints, opportunities, and challenges through which the impact of these factors in the market is outlined. The drivers and restraints are intrinsic factors whereas opportunities and challenges are extrinsic factors of the market. The Global Cryptocurrency Market study provides an outlook on the development of the market in terms of revenue throughout the prognosis period.