How many cryptocurrencies are there? In short, there were over *****as of November 2025, although there were many more digital coins in the early months of 2022. Note, however, that a large portion of cryptocurrencies might not be that significant. There are other estimates of roughly ****** cryptocurrencies existing, but most of these are either inactive or discontinued. Due to how open the creation process of a cryptocurrency is, it is relatively easy to make one. Indeed, the top 20 cryptocurrencies make up nearly ** percent of the total market. Why are there thousands of cryptocurrencies? Any private individual or company that knows how to write a program on a blockchain can technically create a cryptocurrency. That blockchain can be an existing one. Ethereum and Binance Smart Chain are popular blockchain platforms for such ends, including smart contracts within Decentralized Finance (DeFi). The ease of crypto creation allows some individuals to find solutions to real-world payment problems while others hope to make a quick profit. This explains why some crypto lack utility. Meme coins such as Dogecoin - named after a Japanese dog species - are an infamous example, with Dogecoin's creator coming out and stating the coin started as a joke. The many types of cryptocurrency Meme coins are but one group of cryptocurrencies. Other types include altcoins, utility tokens, governance tokens, and stablecoins. Altcoins are often measured against Bitcoin, as this refers to all crypto that followed Bitcoin - the first digital currency ever created. Utility tokens and governance tokens are somewhat connected to NFTs and the metaverse. A specific example is the MANA cryptocurrency, which allows real estate purchases in the Decentraland metaverse. Stablecoins refer to the likes of Tether, which are pegged to a real-world asset like the U.S. dollar. Such coins are meant to be less volatile than regular cryptocurrency.

Complete dataset included in the full report. Detailed tables, regional splits, forecasts, and methodologies are available with purchase.

Analysis of ‘Top 10 Cryptocurrencies Historical Dataset ’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/kaushiksuresh147/top-10-cryptocurrencies-historical-dataset on 30 September 2021.

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

"If you don’t believe it or don’t get it, I don’t have the time to try to convince you, sorry."

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Context

Wait, What's a cryptocurrency🤔🤔?

• A cryptocurrency or crypto is a digital asset designed to work as a medium of exchange wherein individual coin ownership records are stored in a ledger existing in a form of a computerized database using strong cryptography to secure transaction records, to control the creation of additional coins, and to verify the transfer of coin ownership.

• A report from exchange Crypto.com estimated that there were 106 million crypto users around the world in January, following a 16% jump in participants last month alone.

• A separate survey from financial advisory group deVere found 70% of its clients aged over 55 had already invested in digital currencies or were planning to do so, in 2021, despite bitcoin and others being strongly associated with younger, millennial investors.

Interesting facts about cryptocurrency:

1. You Can’t Lose Your Wallet
2. Beware of Cryptojacking
3. Bitcoin Inventor Is Unknown
4. Cryptocurrency Value Is Extremely Volatile
5. China Is The Biggest Miner Of Cryptocurrency
6. Cryptocurrency Can’t Be Physically Banned
7. Around 6 countries Have Banned Cryptocurrency
8. Cryptocurrency Is Great For Ecommerce
9. International Transactions Without Exchange Resource: 9 facts that you need to know about cryptocurrency

Content

The dataset consists of the historical data of the top 10 cryptocurrencies( Ranked based on the market cap) - What is Market capitalization?

Market capitalization is an indicator that measures and keeps track of the market value of a cryptocurrency. Market cap is used as an indicator of the dominance and popularity of cryptocurrencies. Though this metric is widely used, more information before making trading decisions is recommended.

Below is the leader board of the top 10 crypto's( Note:- As of 26/07/2021). The below table is also present in the dataset(Current leaderboard.csv)

| Rank | Coin | Symbol |Market Cap | | -- | -- | -- | |1| Bitcoin | BTC | $719.63B| |2| Ethereum| ETH| $272.84B| |3|Tether|USDT |$61.81B| |4| Binance Coin | BNB |$53.43B| |5| Cardano| ADA |$42.36B| |6| Ripple|XRP|$30.18B| |7|Dogecoin |DOGE|$28.24B| |8|USD Coin |USDC|$27.17B| |9| Polkadot|DOT|$14.31B| |10| Binance USD|BUSD|$11.91B|

Historical data(day-interval) of all the ten coins mentioned in the leaderboard is provided in the dataset. The leaderboard is subject to change as the market cap increases/decreases. Any new coin which enters the top 10 will be added to the dataset. The leaderboard will be updated on a monthly basis.

Content

The datasets consist of the following columns and will be updated on a weekly basis

No	Columns	Descriptions
1	Date	Date of the crypto prices
2	Price	Prices of crypto(dollars)
3	Open	Opening price of crypto on the respective date(Dollars)
4	High	Highest price of crypto on the respective date(Dollars)
5	Low	Lowest price of crypto on the respective date(Dollars)
6	Vol.	Volume of crypto on the respective date(Dollars).
7	Change %	Percentage of Change in crypto prices on the respective date

Disclaimer

The author doesn't recommend or advise investing in any of these coins mentioned as each investment is subject to risk. The dataset is purely for research and exploration purposes to under the behavior and volatility of the crypto coins.

Inspiration

Do you believe that cryptocurrencies will revolutionize the industry? Well, I believe it has already begun to.

• Are cryptocurrencies the future?
• How volatile will these cryptocurrencies be?
• Is cryptocurrency a good investment?
• Can we predict the prices of cryptocurrency?
• Is it better than the other traditional investment assets like Stocks, Funds, Tangibles?
• Is investing in crypto a good diversification strategy?

and so on and on. There are too many questions that can arise given that we have limited information. But let's make the most out of it and understand these cryptos.

Task

• EDA on Coins
• Can you predict the prices of these coins?
• Can you find significant patterns and trends in the prices of these coins?
• Compare different coins and their prices and behavior

Acknowledgements

The dataset was extracted from investing.com

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

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 September 16, 2026, the cumulative market cap of cryptocurrencies reached a value of 2666.48.

Digital finance, cryptocurrency and blockchain data in support of the EU Legislative Framework on crypto assets, digital currencies and blockchains, such as Establishment of the Digital Euro and Markets in Crypto-assets . On-chain and off-chain data including cryptocurrency distribution metrics. Transaction data by cohort, crypto exchange in- and outflows and block-specific data.

In 2025, the average revenue per user in the 'Cryptocurrencies' segment of the digital assets market in Vietnam was modeled to stand at 111.07 U.S. dollars. From 2018 to 2025, the figure dropped by 12.77 U.S. dollars, though the decline followed an uneven course rather than a steady trajectory. Between 2025 and 2027, the average revenue per user will decrease by 6.25 U.S. dollars.Further information about the methodology, more market segments, and metrics can be found on the dedicated Market Insights page on Cryptocurrencies.

Spot prices, intraday and historical charts and market data for Bitcoin, Ethereum and other major cryptocurrencies, with screener filters and related news.

Market size, estimate, forecast and CAGR for the Cryptocurrency Market Size & Share | Industry Report, 2033.

In order to measure the value of cryptocurrencies in the financial asset portfolio during the epidemic, the data covers the period from December 2019, when the virus was first seen in the world, to January 2021. The portfolio includes bitcoin (BTC / USD), ISE30 Index, dollar TL rate ($ / TL), gold dollar rate (XAU / USD) and government bond financial instruments. All financial assets are included in the portfolio with their monthly data. Data is taken from www.coinmarketcap.com and www.investing.com.

CryptoSentiment is a dataset, which contains sentiment information about cryptocurrency assets, gathered by various online sources, and analyzed by FinBERT sentiment extractor. More specifically, we provide a publicly available dataset containing fine-grained sentiment analysis data (minute-basis) about cryptocurrency market collected by different online sources. CryptoSentiment dataset includes 235,907 sentiment scores for 14 different cryptocurrencies gathered from various online sources such as news articles and social media.

This work has been co-financed by the European Union and Greek national funds through the Operational Program Competitiveness, Entrepreneurship and Innovation, under the call RESEARCH - CREATE - IN - NOVATE (project code: T2EDK-02094)

Cryptocurrencies Daily Price

This dataset includes daily price data for various cryptocurrencies. 263,889 rows over 88 symbols, 7 columns, covering 2010-07-14 to 2026-08-14. Refreshed monthly.

  Strategies Built on This Data

84 papers in the Papers With Backtest catalogue declare this dataset as an input. 73 of them have been coded and run over their own full history. The median replicated Sharpe ratio is +0.47, and 42% clear a t-statistic of 1.96 on their own… See the full description on the dataset page: https://huggingface.co/datasets/paperswithbacktest/Cryptocurrencies-Daily-Price.

Cryptocurrency has become a popular investment and financial tool, drawing the attention of millions worldwide. Whether you’re new to the crypto space or a seasoned investor, understanding the best ways to acquire cryptocurrency is essential. Below are some of the most effective and secure methods to obtain cryptocurrency.

1. Buying Cryptocurrency on Exchanges

Best way to get Cryptocurrency is purchasing cryptocurrency through exchanges like Binance, Coinbase, or Kraken. These platforms allow users to exchange fiat currencies like USD or EUR for cryptocurrencies such as Bitcoin, Ethereum, or smaller altcoins.

• Steps to Buy on Exchanges:
  1. Create an account on a reputable exchange.
  2. Complete identity verification (KYC).
  3. Link your payment method (bank account, credit card, etc.).
  4. Choose the cryptocurrency and complete the purchase.

Exchanges provide a user-friendly interface, making it easy for beginners to enter the market.

2. Mining

Mining involves validating transactions on a blockchain network and earning cryptocurrency as a reward. It requires significant computational power, specialized hardware, and access to cheap electricity.

• Best for: Cryptocurrencies like Bitcoin, Ethereum (before its shift to Proof-of-Stake), and Monero.
• Challenges: High energy costs and competition make mining less profitable for individuals compared to large-scale operations.

3. Earning Cryptocurrency Through Work

Many platforms and businesses now offer payment in cryptocurrency for goods or services. Freelancers, developers, designers, and content creators can accept cryptocurrency payments directly from clients.

• Examples:
  • Freelance platforms like CryptoTask or LaborX.
  • Blockchain projects hiring for technical or non-technical roles.

This is an excellent way to get cryptocurrency without investing your own money upfront.

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4. Staking and Yield Farming

Staking involves locking up cryptocurrency in a wallet to support the operations of a blockchain network, earning rewards in return. Yield farming, on the other hand, involves lending or providing liquidity to decentralized finance (DeFi) platforms.

• Benefits:
  • Earn passive income.
  • Strengthen the network you’re supporting.

• Risks: Volatility in token value and potential smart contract vulnerabilities.

5. Participating in Airdrops and Giveaways

Airdrops are promotional events where blockchain projects distribute free tokens to users. To qualify, participants may need to hold a specific cryptocurrency, join a platform, or perform certain tasks like sharing content on social media.

• Caution: Beware of scams and never provide private keys or sensitive information to claim airdrops.

6. Peer-to-Peer (P2P) Trading

P2P trading platforms like Paxful or LocalBitcoins enable users to buy and sell cryptocurrency directly with others, often without the fees and restrictions of centralized exchanges.

• Advantages:
  • Greater privacy.
  • Local payment methods.

• Drawbacks: Potential for scams if the platform lacks proper escrow systems.

7. Accepting Cryptocurrency for Payments

Businesses can integrate cryptocurrency payment options to accept Bitcoin, Ethereum, or other coins for goods and services. Payment processors like BitPay and CoinGate make it easier to integrate crypto into your business model.

• Who Benefits: Merchants, online stores, and service providers looking to diversify payment options and attract tech-savvy customers.

8. Investing in Cryptocurrency-Linked Assets

If you’re hesitant to directly buy cryptocurrency, you can invest in crypto-related assets like exchange-traded funds (ETFs), stocks of blockchain companies, or futures contracts.

• Examples:
  • Bitcoin ETFs.
  • Shares of companies like Coinbase or MicroStrategy.

Conclusion

The best way to get cryptocurrency depends on your goals, resources, and level of risk tolerance. For beginners, buying through reputable exchanges offers simplicity and security. For those seeking passive income, staking or yield farming might be appealing. Meanwhile, tech-savvy individuals may explore mining or freelancing in the crypto space. Whichever path you choose, ensure you prioritize security and stay informed

For each cryptocurrency in the sample the data for prices, volumes and market capitalization is retrieved from https://coinmarketcap.com/, as well as from https://bitinfocharts.com/comparison/tweets-btc-eth-ltc-xrp.html for the number of tweets for each cryptocurrency in the period from 2017-2019.

Since Bitcoin’s introduction in 2009, interest in cryptocurrencies has soared. One manifestation of this interest has been the explosion of newly created coins and tokens. In this paper, we analyze the dynamics of this burgeoning industry. We consider both cryptocurrency coins and tokens. The paper examines the dynamics of coin and token creation, competition and destruction in the cryptocurrency industry. In order to conduct the analysis, we develop a methodology to identify peaks in prices and trade volume, as well as when coins and tokens are abandoned and subsequently “resurrected”. We also study trading activity. Our data spans more than 4 years: there are 1082 coins and 725 tokens in the data. While there are some similarities between coins and tokens regarding dynamics, there are some striking differences as well. Overall, we find that 44% of publicly-traded coins are abandoned, at least temporarily. 71% of abandoned coins are later resurrected, leaving 18% of coins to fail permanently. Tokens experience abandonment less frequently, with only 7% abandonment and 5% permanent token abandonment at the end of the data. Using linear regressions, we find that market variables such as the bitcoin price are not associated with the rate of introducing new coins, though they are positively associated with issuing new tokens. We find that for both coins and tokens, market variables are positively associated with resurrection. We then examine the effect that the bursting of the Bitcoin bubble in December 2017 had on the dynamics in the industry. Unlike the end of the 2013 bubble, some alternative cryptocurrencies continue to flourish after the bursting of this bubble.

Bitcoin Cash is a cryptocurrency that allows more bytes to be included in each block relative to it’s common ancestor Bitcoin. This dataset contains the blockchain data in their entirety, pre-processed to be human-friendly and to support common use cases such as auditing, investigating, and researching the economic and financial properties of the system. This dataset is part of a larger effort to make cryptocurrency data available in BigQuery through the Google Cloud Public Datasets program . The program is hosting several cryptocurrency datasets, with plans to both expand offerings to include additional cryptocurrencies and reduce the latency of updates. You can find these datasets by searching "cryptocurrency" in GCP Marketplace. For analytics interoperability, we designed a unified schema that allows all Bitcoin-like datasets to share queries. Interested in learning more about how the data from these blockchains were brought into BigQuery? Looking for more ways to analyze the data? Check out the Google Cloud Big Data blog post and try the sample queries below to get started. This public dataset is hosted in Google BigQuery and is included in BigQuery's 1TB/mo of free tier processing. This means that each user receives 1TB of free BigQuery processing every month, which can be used to run queries on this public dataset. Watch this short video to learn how to get started quickly using BigQuery to access public datasets. What is BigQuery .

Track activity and balances of key cryptocurrency addresses to gain insights into market trends, whale movements, and potential price impacts.

Daily price history of major cryptocurrencies (BTC, ETH, etc.), spanning 2020 to 2026.

[Fields] Each record includes: security code, security name, date, open, high, low, close, volume, turnover.

[Use cases] - Quant strategy backtesting, timing and factor research - cryptocurrency trend, correlation and volatility analysis - Finance teaching, theses and course case studies - Data visualization, dashboards and hands-on projects - Feature-engineering data source for model training / AI quant

[Organization] Data is split into separate CSV files by year; buy only the years you need. The current-year (latest) file is updated daily; historical years are finalized.

[Format & usage] Standard UTF-8, comma-separated CSV - import directly into Excel, Python (pandas), R or a database, no extra cleaning needed.

[Source] Compiled from public market data or partner channels.

A currency's essential feature is to be a medium of exchange. We leverage a quasi-natural experiment––El Salvador as the first country to make Bitcoin legal tender––to study a cryptocurrency's potential to be used in daily transactions. The government also launched and provided incentives to download and use a digital wallet named Chivo, which shares features with Central Bank Digital Currencies (CBDCs) and allows users to trade bitcoins and dollars. Were Chivo Wallet and Bitcoin actually adopted after this "big push"? Conducting a representative face-to-face survey and relying on blockchain data to obtain all Chivo transactions, we document how usage of digital payments and Bitcoin is low, concentrated, and has been decreasing over time. We find that privacy concerns are key barriers to adoption, which speaks to a policy debate on crypto and CBDCs that has had anonymity at its core. We also estimate the technology's adoption cost and its network externalities. Methods We provide the data from the survey implemented in El Salvador by Cid Gallup, and the codes required for the analysis of these data. The blockchain data, which is used in the last section of the paper, was obtained from Crystal Blockchain B.V (crystalblockchain.com), and we share the Stata code and data required to generate all the figures in the paper.

Daily open, high, low, close, and volume values of the CCi30 Cryptocurrency Index, together with quarterly constituent lists and monthly constituent weight percentages. The index tracks the 30 largest cryptocurrencies by market capitalization, with a base value of 100 on 1 January 2015.

The cryptocurrency market size attained a value of nearly USD 2.82 Billion in 2025 and expected to grow at a CAGR of 17.10% between 2026 and 2035