Ripple, or XRP, prices surged in 2021 but went down significantly as 2022 progressed. As of November 16, 2025, one XRP token was worth 2.24 U.S. dollars. Ethereum's price, for example, kept on reaching new all-time highs, a feat not performed by XRP. Indeed, XRP's price spikes followed relatively late - only occurring in early 2021, against late 2020 for most other cryptos - after the US SEC filed a legal complaint against Ripple in November 2020. This legal action caused the XRP price to plummet from around 0.70 U.S. dollars to 0.20 U.S. dollars.Ripple versus XRP: two become oneTechnically speaking, Ripple is not a cryptocurrency. Renamed from a protocol called OpenCoin in 2013, Ripple facilitates open-source payments. XRP, on the other hand, is the cryptocurrency that runs on this network. In that sense, Ripple and XRP have a similar symbiosis to each other, like the Ethereum network and its cryptocurrency, Ether. Unlike Ethereum - whose price changes are connected to the world of Decentralized Finance or DeFI - Ripple/XRP mostly looks at developments in cross-border payments for companies. In 2020, companies worldwide began to favor fintech solutions for future B2B solutions and, in a way, Ripple is an extension of that.What affects the price of Ripple?Ripple is mostly active in Southeast Asia - a region with a splintered payment landscape and that heavily investigates its own types of state-issued cryptocurrency to make cross-border payments a lot easier. Price spikes tend to follow news on this topic in this specific region. In 2019, for example, the XRP price grew after Japan and South Korea began testing to reduce time and costs for transferring international funds between the two countries. In March 2021, Ripple announced that it had agreed to acquire 40 percent of Malaysian cross-border payments firm Tranglo to meet growing demand in Southeast Asia.

The market cap of Ripple, or XRP, grew substantially in November 2024, after the results of the United States elections. At the beginning of 2024, the cryptocurrency had a market capitalization of around ** billion U.S. dollars. One year later, this had changed to *** billion U.S. dollars. The company Ripple faced charges in 2020 from the U.S. Securities and Exchange Commission (SEC), which led to a *** million U.S. dollar fine in August 2024 as the company was sentenced for violating investor-protection laws. The SEC appealed this decision, deeming the sentence too low. The results of the U.S. elections in November 2024, however, and the announced changes to the leadership of the SEC, made crypto investors believe that the case against Ripple Labs might be dropped in January 2025.

Prices for XRPUSD Ripple / US Dollar including live quotes, historical charts and news. XRPUSD Ripple / US Dollar was last updated by Trading Economics this December 2 of 2025.

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

Prices for SOLXRP Solana Ripple including live quotes, historical charts and news. SOLXRP Solana Ripple was last updated by Trading Economics this November 27 of 2025.

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

XRP price data for 2025-11-21 including currency, value, high, low, open, close, and percentage difference.

• This dataset contains 5 years of historical price and volume data for XRP (Ripple), one of the leading cryptocurrencies by market capitalization. The data was compiled to support research, analysis, and modeling of cryptocurrency price patterns, forecasting, and trading strategy development.

Features:

-**Time Span:** 5 years (exact date range based on your data; typically YYYY-MM-DD to YYYY-MM-DD)

-**Interval:** [State interval, e.g., daily, hourly, or minute-by-minute]

Fields Included:

-**Timestamp:** Date and time (in UTC)

-**Open:** Opening price

-**High:** Highest price

-**Low:** Lowest price

-**Close:** Closing price

-**Volume:** Total volume traded

*[Any other fields: e.g., Number of Trades, Market Cap, etc.]

Context:

-**XRP** is a digital payment protocol and cryptocurrency designed for fast, low-cost international money transfers. Studying historical XRP data is critical for researchers, traders, and enthusiasts interested in time-series analysis, market behavior, trend identification, and machine learning applications in finance.

Potential Uses:

1.**Exploratory data analysis** & visualization

2.Building and training predictive models (e.g., LSTM, ARIMA)

3.**Backtesting** trading strategies

4.**Volatility** and correlation studies

5.**Comparisons** with other crypto assets

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

Prices for DOTXRP Polkadot Ripple including live quotes, historical charts and news. DOTXRP Polkadot Ripple was last updated by Trading Economics this December 2 of 2025.

Prices for XRPUNI Ripple Uniswap including live quotes, historical charts and news. XRPUNI Ripple Uniswap was last updated by Trading Economics this December 2 of 2025.

Cryptocurrency historical datasets from January 2012 (if available) to October 2021 were obtained and integrated from various sources and Application Programming Interfaces (APIs) including Yahoo Finance, Cryptodownload, CoinMarketCap, various Kaggle datasets, and multiple APIs. While these datasets used various formats of time (e.g., minutes, hours, days), in order to integrate the datasets days format was used for in this research study. The integrated cryptocurrency historical datasets for 80 cryptocurrencies including but not limited to Bitcoin (BTC), Ethereum (ETH), Binance Coin (BNB), Cardano (ADA), Tether (USDT), Ripple (XRP), Solana (SOL), Polkadot (DOT), USD Coin (USDC), Dogecoin (DOGE), Tron (TRX), Bitcoin Cash (BCH), Litecoin (LTC), EOS (EOS), Cosmos (ATOM), Stellar (XLM), Wrapped Bitcoin (WBTC), Uniswap (UNI), Terra (LUNA), SHIBA INU (SHIB), and 60 more cryptocurrencies were uploaded in this online Mendeley data repository. Although the primary attribute of including the mentioned cryptocurrencies was the Market Capitalization, a subject matter expert i.e., a professional trader has also guided the initial selection of the cryptocurrencies by analyzing various indicators such as Relative Strength Index (RSI), Moving Average Convergence/Divergence (MACD), MYC Signals, Bollinger Bands, Fibonacci Retracement, Stochastic Oscillator and Ichimoku Cloud. The primary features of this dataset that were used as the decision-making criteria of the CLUS-MCDA II approach are Timestamps, Open, High, Low, Closed, Volume (Currency), % Change (7 days and 24 hours), Market Cap and Weighted Price values. The available excel and CSV files in this data set are just part of the integrated data and other databases, datasets and API References that was used in this study are as follows: [1] https://finance.yahoo.com/ [2] https://coinmarketcap.com/historical/ [3] https://cryptodatadownload.com/ [4] https://kaggle.com/philmohun/cryptocurrency-financial-data [5] https://kaggle.com/deepshah16/meme-cryptocurrency-historical-data [6] https://kaggle.com/sudalairajkumar/cryptocurrencypricehistory [7] https://min-api.cryptocompare.com/data/price?fsym=BTC&tsyms=USD [8] https://min-api.cryptocompare.com/ [9] https://p.nomics.com/cryptocurrency-bitcoin-api [10] https://www.coinapi.io/ [11] https://www.coingecko.com/en/api [12] https://cryptowat.ch/ [13] https://www.alphavantage.co/

This dataset is part of the CLUS-MCDA (Cluster analysis for improving Multiple Criteria Decision Analysis) and CLUS-MCDAII Project: https://aimaghsoodi.github.io/CLUSMCDA-R-Package/ https://github.com/Aimaghsoodi/CLUS-MCDA-II https://github.com/azadkavian/CLUS-MCDA

Prices for ALGXRP Algorand Ripple including live quotes, historical charts and news. ALGXRP Algorand Ripple was last updated by Trading Economics this December 2 of 2025.

This dataset contains the predicted prices of the asset Ripple over the next 16 years. This data is calculated initially using a default 5 percent annual growth rate, and after page load, it features a sliding scale component where the user can then further adjust the growth rate to their own positive or negative projections. The maximum positive adjustable growth rate is 100 percent, and the minimum adjustable growth rate is -100 percent.

Prices for XRPUSC Ripple USD Coin including live quotes, historical charts and news. XRPUSC Ripple USD Coin was last updated by Trading Economics this December 2 of 2025.

Prices for XMRXRP Monero Ripple including live quotes, historical charts and news. XMRXRP Monero Ripple was last updated by Trading Economics this December 2 of 2025.

This dataset contains the predicted prices of the asset Ripple USD over the next 16 years. This data is calculated initially using a default 5 percent annual growth rate, and after page load, it features a sliding scale component where the user can then further adjust the growth rate to their own positive or negative projections. The maximum positive adjustable growth rate is 100 percent, and the minimum adjustable growth rate is -100 percent.

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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...

Prices for XRPAVX Ripple Avalanche including live quotes, historical charts and news. XRPAVX Ripple Avalanche was last updated by Trading Economics this December 3 of 2025.

This dataset contains historical price data for the top global cryptocurrencies, sourced from Yahoo Finance. The data spans the following time frames for each cryptocurrency:

BTC-USD (Bitcoin): From 2014 to December 2024 ETH-USD (Ethereum): From 2017 to December 2024 XRP-USD (Ripple): From 2017 to December 2024 USDT-USD (Tether): From 2017 to December 2024 SOL-USD (Solana): From 2020 to December 2024 BNB-USD (Binance Coin): From 2017 to December 2024 DOGE-USD (Dogecoin): From 2017 to December 2024 USDC-USD (USD Coin): From 2018 to December 2024 ADA-USD (Cardano): From 2017 to December 2024 STETH-USD (Staked Ethereum): From 2020 to December 2024

Key Features:

Date: The date of the record. Open: The opening price of the cryptocurrency on that day. High: The highest price during the day. Low: The lowest price during the day. Close: The closing price of the cryptocurrency on that day. Adj Close: The adjusted closing price, factoring in stock splits or dividends (for stablecoins like USDT and USDC, this value should be the same as the closing price). Volume: The trading volume for that day.

Data Source:

The dataset is sourced from Yahoo Finance and spans daily data from 2014 to December 2024, offering a rich set of data points for cryptocurrency analysis.

Use Cases:

Market Analysis: Analyze price trends and historical market behavior of leading cryptocurrencies. Price Prediction: Use the data to build predictive models, such as time-series forecasting for future price movements. Backtesting: Test trading strategies and financial models on historical data. Volatility Analysis: Assess the volatility of top cryptocurrencies to gauge market risk. Overview of the Cryptocurrencies in the Dataset: Bitcoin (BTC): The pioneer cryptocurrency, often referred to as digital gold and used as a store of value. Ethereum (ETH): A decentralized platform for building smart contracts and decentralized applications (DApps). Ripple (XRP): A payment protocol focused on enabling fast and low-cost international transfers. Tether (USDT): A popular stablecoin pegged to the US Dollar, providing price stability for trading and transactions. Solana (SOL): A high-speed blockchain known for low transaction fees and scalability, often seen as a competitor to Ethereum. Binance Coin (BNB): The native token of Binance, the world's largest cryptocurrency exchange, used for various purposes within the Binance ecosystem. Dogecoin (DOGE): Initially a meme-inspired coin, Dogecoin has gained a strong community and mainstream popularity. USD Coin (USDC): A fully-backed stablecoin pegged to the US Dollar, commonly used in decentralized finance (DeFi) applications. Cardano (ADA): A proof-of-stake blockchain focused on scalability, sustainability, and security. Staked Ethereum (STETH): A token representing Ethereum staked in the Ethereum 2.0 network, earning staking rewards.

This dataset provides a comprehensive overview of key cryptocurrencies that have shaped and continue to influence the digital asset market. Whether you're conducting research, building prediction models, or analyzing trends, this dataset is an essential resource for understanding the evolution of cryptocurrencies from 2014 to December 2024.