This dataset contains historical daily price data specifically for the top 100 cryptocurrencies, ranked by market capitalization. It includes timestamped price records in USD and the unique identifier for each cryptocurrency, focusing on the most significant assets in the market.

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...

Context

Things like Block chain, Bitcoin, Bitcoin cash, Ethereum, Ripple etc are constantly coming in the news articles I read. So I wanted to understand more about it and this post helped me get started. Once the basics are done, the data scientist inside me started raising questions like:

How many cryptocurrencies are there and what are their prices and valuations? Why is there a sudden surge in the interest in recent days? So what next? Now that we have the price data, I wanted to dig a little more about the factors affecting the price of coins. I started of with Bitcoin and there are quite a few parameters which affect the price of Bitcoin. Thanks to Blockchain Info, I was able to get quite a few parameters on once in two day basis.

This will help understand the other factors related to Bitcoin price and also help one make future predictions in a better way than just using the historical price.

Content

The dataset has one csv file for each currency. Price history is available on a daily basis from April 28, 2013. This dataset has the historical price information of some of the top crypto currencies by market capitalization.

Date : date of observation (1st jan 2014 to 1st jan 2022) Open : Opening price on the given day High : Highest price on the given day Low : Lowest price on the given day Close : Closing price on the given day Volume : Volume of transactions on the given day Market cap-The Capital of this coin

The price of the cryptocurrency based on the famous internet meme broke its price decline in early November 2022, as people started buying the coin after FTX's collapse. This rally only lasted for a few days, however, as a Dogecoin was worth roughly 0.16 U.S. dollars on November 16, 2025. This is a different development than in 2021, when the crypto became very popular in a short amount of time. Between January 28 and January 29, 2021, Dogecoin's value grew by around 216 percent to 0.023535 U.S. dollars after comments from Tesla CEO Elon Musk. The digital coin quickly grew to become the most talked-about cryptocurrency available, not necessarily for its price - the prices of Bitcoin (BTC), Ethereum (ETH), Ripple (XRP), and several other virtual currencies were much higher than those of DOGE - but for its growth.

Context Recent growing interest in cryptocurrencies, specifically as a speculative investment vehicle, has sparked global conversation over the past 12 months. Although this data is available across various sites, there is a lack of understanding as to what is driving the exponential rise of many individual currencies. This data set is intended to be a starting point for a detailed analysis into what is driving price action, and what can be done to predict future movement. Content Consolidated financial information for the top 10 cryptocurrencies by marketcap. Pulled from CoinMarketCap.com. Attributes include:

Currency name (e.g. bitcoin) Date
Open High Low Close Volume Marketcap

Inspiration For the past few months I have been searching for a reliable source for historical price information related to cryptocurrencies. I wasn't able to find anything that I could use to my liking, so I built my own data set. I've written a small script that scrapes historical price information for the top 200 coins by market cap as listed on CoinMarketCap.com. I plan to run some basic analysis on it to answer questions that I have a "gut" feeling about, but no quantitative evidence (yet). Questions such as:

What is the correlation between bitcoin and alt coin prices What is the average age of the top 10 coins by market cap What day of the week is best to buysell Which coins in the top two hundred are less than 6 months old Which currencies are the most volatile What the hell happens when we go to bed and Asia starts trading

Feel free to use this for your own purposes I just ask that you share your results with the group when complete. Happy hunting

Description:

📊 Top 100 Cryptocurrencies (2020–2025) – Daily Price Dataset

Dive into a comprehensive dataset featuring daily OHLC (Open, High, Low, Close) prices for the top 100 cryptocurrencies by market cap over the past 5 years.

📅 Time Range: 2020 to 2025

🪙 Assets: 100 cryptocurrencies (e.g., BTCUSDT, ETHUSDT)

📈 Fields: Date, Open, High, Low, Close, Blockchain Network

🧾 Format: CSV

This dataset is designed to support various projects, including:

📉 Time series forecasting and price prediction

🧠 AI/ML-based trading strategy development

📰 News sentiment correlation and impact analysis

📊 Portfolio optimization based on historical trends

💡 Perfect for data scientists, machine learning enthusiasts, and anyone exploring crypto market behavior!

The dataset contains information on cryptocurrencies with a capitalization of more billion USD, which is necessary for their forecasting. I filled part information about cryptocurrencies on my own by studying the materials in Wikipedia and the resources mentioned in it.

The dataset consist of tables with data for different models (clustering results, anomalous dates, pre-trained models, etc.).

The primary purpose of the dataset is scientific and educational: to study the patterns of the crypto market and test various Data Science technologies for these tasks.

Data on these cryptocurrencies will be downloaded via API.

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.

Context

Dogecoin is a cryptocurrency created by software engineers Billy Markus and Jackson Palmer, who decided to create a payment system as a "joke", making fun of the wild speculation in cryptocurrencies at the time. It is considered both the first "meme coin", and, more specifically, the first "dog coin". Despite its satirical nature, some consider it a legitimate investment prospect. Dogecoin features the face of the Shiba Inu dog from the "doge" meme as its logo and namesake. It was introduced on December 6, 2013, and quickly developed its own online community, reaching a market capitalization of over $85 billion on May 5, 2021.

Content

This dataset contains 1018 text files with comma-separated values, with each file representing historical data for each company. The data in each file contains daily stock data for the company from when it became public to present. There are 7 columns: - Date - Open - High - Low - Close - Adjusted close price for splits and dividend and/or capital gain distributions - Volume

Acknowledgements

Thanks to Yahoo Finance!

Cryptocurrency Historical Data - Top 250 by Market Cap

Overview

This dataset provides comprehensive historical price and volume data (OHLCV) for the top 250 cryptocurrencies by market capitalization. Data is sourced from yfinance and CoinGecko.

Key Features

• Top 250: Includes all major cryptocurrencies by market cap
• Complete OHLCV Data: Open, High, Low, Close, and Volume for each trading day
• History: Maximum available history for each cryptocurrency
• Sources: Data sourced from Yahoo Finance and CoinGecko APIs

Use Cases

• Financial analysis and backtesting trading strategies
• Machine learning model training for price prediction
• Market research and trend analysis
• Academic research in cryptocurrency markets
• Portfolio optimization and risk management
• Time series analysis and forecasting

Perfect for researchers, traders, data scientists, and anyone working with cryptocurrency market data.

Real-Time Cryptocurrency Prices Dataset (Top 200 Coins)

This dataset contains real-time cryptocurrency market data fetched from the Crypto News Mini API (via RapidAPI). The dataset includes detailed price and market information for the top cryptocurrencies, ranked by market capitalization. Each row represents one cryptocurrency with the following attributes:

Features

rank – Global market cap ranking symbol – Trading symbol (e.g., BTC, ETH, SOL) name – Full coin name slug – API-friendly unique identifier id – Internal API ID price – Current price in USD image – Logo image URL market_cap – Total market capitalization in USD change_24h_percent – 24-hour price movement (%)

How This Dataset Was Collected :-

Source: Crypto-News51 Mini Crypto Prices API API Provider: RapidAPI Base Currency: USD Page Size: 20 coins per request Pages scraped: multiple (up to 200 coins total)

Regressions in subsamples by crypto capitalization.

Content

These are historical datasets of the current top 10 most popular cryptocurrencies. As of now: 1. Bitcoin 2. Ethereum 3. Binance Coin 4. Tether 5. Solana 6. Cardano 7. USD Coin 8. XRP 9. Polkadot 10. Terra

Date : Date of observation Open : Opening price on the given day High : Highest price on the given day Low : Lowest price on the given day Close : Closing price on the given day Volume : Volume of transactions on the given day Market Cap : Market capitalization

Acknowledgements

Found all the historical data from website: https://coinmarketcap.com/

This dataset proves the top 100 coins [Based on market cap]: - All of the historical data for the coins are from 01-01-2014 to 15/16-02-2024 (except jupiter-coin ) - Features are: Start, End, Open, High, Low, Close, Volume, Market Cap

Upvote if you found this data interesting and helpful.

This dataset contains historical prices as tracked by www.coinmarketcap.com for the top 100 cryptocurrencies by market capitalization as of September 22, 2017, and is current to that date.

Each CSV file is named by its cryptocurrency as named on www.coinmarketcap.com, with the sole exception of "I-O Coin" in place of I/O Coin for ease of importing.

Also accompanying the zip of the top 100 CSVs is a CSV named "Top 100.csv", which is a list of the top 100, ordered 1 to 100 with Bitcoin at the beginning and GridCoin at the end. The second row of this CSV is the Market Cap as of September 22, 2017.

Row descriptions - Date, string, e.g. "Sep 22, 2017" - Open, float (2 decimal places), e.g. 1234.00 - High, float (2 decimal places), e.g. 1234.00 - Low, float (2 decimal places), e.g. 1234.00 - Close, float (2 decimal places), e.g. 1234.00 - Volume [traded in 24 hours], string, e.g. "1,234,567,890" - Market Cap [Market capitalization], string, e.g. "1,234,567,890"

This is my first dataset and I would greatly appreciate your feedback. Thanks and enjoy!

The "Cryptocurrency Market Data from Coin Market Capital API" dataset provides comprehensive and up-to-date information on a wide range of cryptocurrencies. As the name suggests, the dataset revolves around the dynamic world of digital currencies and has been meticulously collected by utilizing the Coin Market Capital API.

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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 Goal of the dataset is to bring the historical data of the top 100 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.

About dataset

• The dataset is a Zip file that consists of the crypto prices of nearly 75 coins from their start date till 30/11/2021 (Also working on the other 25 cryptocurrency data as promised). A leaderboard file as of 30/11/2021 has also been included in the zip file named Current Crypto Leaderboard.csv, which has the market capitalization, rank, coin name, symbol, Price, and a tagging variable that mentions the availability of the corresponding coin in the dataset.

Historical data(day-interval) of all the 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 100 will be added to the dataset. The leaderboard and the dataset will be updated on a monthly basis.

Starter Notebook:

1. What is Cryptocurrency? 🤔
2. What, Why, Where, and How of Blockchain 🤔🙄
3. How to identify bull market using candlestick 🐂
4. Bitcoin Volatility analysis with interactive visualization 📈
5. Performance analysis of Top 10 Crypto's in Oct 2021 🔟💵

Content

Note: The datasets consist of the following columns and will be updated on a monthly basis

| No |Columns | Descriptions | | -- | -- | -- | | 1 | Date | Date of the crypto prices | | 2 | Close | Closing 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). |

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 understand 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 trending & pot...

Cryptocurrencies have been constantly part of news articles lately. So we wanted to understand more about it. Some basic questions got us interested in looking for answers to the following questions: - How many cryptocurrencies are there and what are their prices and valuations? - Why is there a sudden surge in interest in recent days?

The Dataset has one CSV containing the Top 9 cryptocurrencies by market capitalization and their historical data from 8 Aug 2015 to 6 July 2021. Price history is available on a daily basis from 8 Aug 2015.

Date: date of observation Open: Opening price on the given day High: Highest price on the given day Low: Lowest price on the given day Close: Closing price on the given day Volume: Volume of transactions on the given day Market Cap: Market capitalization in USD

Acknowledgments This data is taken from Cryptocurrency Historical Prices (on Kaggle) Cover Image: Photo by Taxer on Unsplash

Problem Statement: 1. Recognizing the Top 5 most volatile currencies. 2. Predicting the next date closing price based on past cryptocurrency data for investments. 3. Finding patterns of cryptocurrencies using historical data. 4. Understanding the need for patterns in cryptocurrency historical data as a tool for building a crypto trading system as a future scope.

This dataset provides a detailed look at the top 10 cryptocurrencies from 2011 to 2023. While not all of the included cryptocurrencies were in existence in 2011, the data begins at this point to provide a comprehensive historical view of the cryptocurrency market. The dataset includes daily market capitalization, trading volume, price, and other key metrics for each cryptocurrency. The top 10 cryptocurrencies in this dataset include Bitcoin, Ethereum, Binance Coin, Cardano, Dogecoin, XRP, Solana, Polkadot, USD Coin, and Terra. It is important to note that this dataset is not empty and provides meaningful information, even for the earlier years when not all of the included cryptocurrencies were yet in existence. This dataset is useful for anyone interested in analyzing trends in the cryptocurrency market over time or investigating the performance of individual cryptocurrencies. The data was collected from a variety of sources and is updated regularly to ensure accuracy and completeness.

This dataset contains the latest market data of the top 1000 cryptocurrencies, including:

• Coin Names and Symbols
• Current Prices (USD)
• Market Capitalization
• 24-hour Price Changes (%)
• Trading Volume
• Last Updated Timestamps

Data was collected in April 2025.