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

The price of the native coin from BNB Chain (formerly BSC) grew by 50 percent in late 2021 but was much lower in 2022. On November 16, 2025, for example, a single BNB coin was worth more than 931.97 U.S. dollars - a value that is very different from the all-time high of 931.97 U.S. dollars in November 2021. Regardless, Binance Coin ranked in the top 10 most expensive cryptocurrencies in 2022. Noticeable is that the price increase of BNB in November 2021 coincides with a similar price change for Ethereum (ETH), a cryptocurrency where BNB initially originated in 2017 before coming to its own years later.BNB's history: From a reward token in 2017 to an ecosystem after 2019As the name suggests, Binance Coin, or BNB, originally started as an extension of the Binance.com trading platform, the most used cryptocurrency exchange in the world. It initially functioned on the Ethereum blockchain network as an ERC-20 token, offering incentives to owners like reduced trading fees, affiliate rewards, or a lottery ticket system ('Launchpad') that let users invest in new, Binance-selected crypto projects. In 2019, however, BNB moved away from the Ethereum network and migrated to Binance's self-developed blockchain: Binance Smart Chain, or BSC (called BNB Chain since February 2022). Here, BNB started to support a chain that initially did not focus on hosting decentralized apps but focused on high transaction speed and being able to handle large amounts of traffic.DeFi and GameFi: the main segments for BNBBSC, however, made significant strides in 2021, partly due to traffic overload and high gas prices on Ethereum, as well as the growing interest in both Decentralized Finance (DeFI) and NFTs. Much like Cardano, Solana, and Terra, Binance Smart Chain consequently became a valid alternative to Ethereum. The total value locked (TVL) of BNBs blockchain within DeFi, for example, ranked only behind that of Terra and Ethereum in early 2022. Another area where Binance's blockchain and token play a significant role is that of GameFi, or 'play-to-earn' blockchain games that are powered by cryptocurrencies. Some of the more well-known and most popular NFT games, like Alien Worlds and Axie Infinity, run on the blockchain behind BNB.

BNB reached its all-time high price on October 13, 2025.

In 2021 Binance's cryptocurrency reached a market cap of more than ** billion U.S. dollars twice, after being worth less than * billion in 2020. Indeed, the digital coin's market cap rally in 2021 places it in the top three of cryptocurrencies with the highest market cap. The latest increase follows after the BNB price increased due to speculation that the demand for the coin would increase as Binance created a *********** U.S. dollar fund for new DeFi (decentralized finance) applications to be built within their own blockchain - called Binance Smart Chain or BSC.

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Context

Binance Coin (BNB) is the native cryptocurrency of the Binance ecosystem, one of the world's largest cryptocurrency exchanges. Initially launched as an ERC-20 token, BNB has since migrated to its own blockchain, Binance Chain, and is the fundamental token powering the Binance Smart Chain (BSC). Its primary use cases include paying for transaction fees on the Binance exchange, participating in token sales, and facilitating payments for various services.

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Key Metrics (Based on Available Data)

• All-Time High: ~$686.31
• 52-Week Range: ~$244.40 - $686.31
• Blockchain: Binance Smart Chain (BSC)
• Primary Use Case: Utility token for transaction fee discounts, payments, and powering the dApp ecosystem on BSC.

Acknowledgments

This data was compiled from public financial market sources.

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.

Find my notebook : Advanced EDA & Data Wrangling - Crypto Market Data where I cover the full EDA and advanced data wrangling to get beautiful dataset ready for analysis.

Find my Deep Reinforcement Learning v1 notebook: "https://www.kaggle.com/code/franoisgeorgesjulien/deep-reinforcement-learning-for-trading">Deep Reinforcement Learning for Trading

Find my Quant Analysis notebook:"https://www.kaggle.com/code/franoisgeorgesjulien/quant-analysis-visualization-btc-v1">💎 Quant Analysis & Visualization | BTC V1

Dataset Presentation:

This dataset provides a comprehensive collection of hourly price data for 34 major cryptocurrencies, covering a time span from January 2017 to the present day. The dataset includes Open, High, Low, Close, Volume (OHLCV), and the number of trades for each cryptocurrency for each hour (row).

Making it a valuable resource for cryptocurrency market analysis, research, and trading strategies. Whether you are interested in historical trends or real-time market dynamics, this dataset offers insights into the price movements of a diverse range of cryptocurrencies.

This is a pure gold mine, for all kind of analysis and predictive models. The granularity of the dataset offers a wide range of possibilities. Have Fun!

Ready to Use - Cleaned and arranged dataset less than 0.015% of missing data hour: crypto_data.csv

First Draft - Before External Sources Merge (to cover missing data points): crypto_force.csv

Original dataset merged from all individual token datasets: cryptotoken_full.csv

crypto_data.csv & cryptotoken_full.csv highly challenging wrangling situations: - fix 'Date' formats and inconsistencies - find missing hours and isolate them for each token - import external data source containing targeted missing hours and merge dataframes to fill missing rows

see notebook 'Advanced EDA & Data Wrangling - Crypto Market Data' to follow along and have a look at the EDA, wrangling and cleaning process.

Date Range: From 2017-08-17 04:00:00 to 2023-10-19 23:00:00

Date Format: YYYY-MM-DD HH-MM-SS (raw data to be converted to datetime)

Data Source: Binance API (some missing rows filled using Kraken & Poloniex market data)

Crypto Token in the dataset (also available as independent dataset): - 1INCH - AAVE - ADA (Cardano) - ALGO (Algorand) - ATOM (Cosmos) - AVAX (Avalanche) - BAL (Balancer) - BCH (Bitcoin Cash) - BNB (Binance Coin) - BTC (Bitcoin) - COMP (Compound) - CRV (Curve DAO Token) - DENT - DOGE (Dogecoin) - DOT (Polkadot) - DYDX - ETC (Ethereum Classic) - ETH (Ethereum) - FIL (Filecoin) - HBAR (Hedera Hashgraph) - ICP (Internet Computer) - LINK (Chainlink) - LTC (Litecoin) - MATIC (Polygon) - MKR (Maker) - RVN (Ravencoin) - SHIB (Shiba Inu) - SOL (Solana) - SUSHI (SushiSwap) - TRX (Tron) - UNI (Uniswap) - VET (VeChain) - XLM (Stellar) - XMR (Monero)

Date column presents some inconsistencies that need to be cleaned before formatting to datetime: - For column 'Symbol' and 'ETCUSDT' = '23-07-27': it is missing all hours (no data, no hourly rows for this day). I fixed it by using the only one row available for that day and duplicated the values for each hour. Can be fixed using this code:

start_timestamp = pd.Timestamp('2023-07-27 00:00:00')
end_timestamp = pd.Timestamp('2023-07-27 23:00:00')

hourly_timestamps = pd.date_range(start=start_timestamp, end=end_timestamp, freq='H')

hourly_data = {
  'Date': hourly_timestamps,
  'Symbol': 'ETCUSDT',
  'Open': 18.29,
  'High': 18.3,
  'Low': 18.17,
  'Close': 18.22,
  'Volume USDT': 127468,
  'tradecount': 623,
  'Token': 'ETC'
}

hourly_df = pd.DataFrame(hourly_data)
df = pd.concat([df, hourly_df], ignore_index=True)

df = df.drop(550341)

• Some rows for 'Date' have extra digits '.000' '.874' etc.. instead of the right format YYYY-MM-DD HH-MM-SS. To clean it you can use the following code:

# Count the occurrences of the pattern '.xxx' in the 'Date' column
count_occurrences_before = df['Date'].str.count(r'\.\d{3}')
print("Occurrences before cleaning:", count_occurrences_before.sum()) 

# Remove '.xxx' pattern from the 'Date' column
df['Date'] = df['Date'].str.replace(r'\.\d{3}', '', regex=True)

# Count the occurrences of the pattern '.xxx' in the 'Date' column after cleaning
count_occurrences_after = df['Date'].str.count(r'\.\d{3}')
print("Occurrences after cleaning:", count_occurrences_after.sum()) 

**Disclaimer: Any individual or entity choosing to engage in market analysis, develop predictive models, or utilize data for trading purposes must do so at their own discretion and risk. It is important to understand that trading involves potential financial loss, and decisions made in the financial mar...

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

Bulgaria Foreign Exchange Rate: BNB: Euro data was reported at 1.956 EUR/BGN in Apr 2025. This stayed constant from the previous number of 1.956 EUR/BGN for Mar 2025. Bulgaria Foreign Exchange Rate: BNB: Euro data is updated monthly, averaging 1.956 EUR/BGN from Jul 1999 (Median) to Apr 2025, with 310 observations. The data reached an all-time high of 1.956 EUR/BGN in Apr 2025 and a record low of 1.956 EUR/BGN in Apr 2025. Bulgaria Foreign Exchange Rate: BNB: Euro data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M007: Foreign Exchange Rates. Ever since 1997 the BGN has been pegged to the EUR at a fixed rate of 1.95583.

Bulgaria Foreign Exchange Rate: BNB: US Dollar data was reported at 1.691 USD/BGN in Nov 2025. This records a decrease from the previous number of 1.693 USD/BGN for Oct 2025. Bulgaria Foreign Exchange Rate: BNB: US Dollar data is updated monthly, averaging 1.513 USD/BGN from Jul 1999 (Median) to Nov 2025, with 317 observations. The data reached an all-time high of 2.324 USD/BGN in Oct 2000 and a record low of 1.237 USD/BGN in Mar 2008. Bulgaria Foreign Exchange Rate: BNB: US Dollar data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: Canadian Dollar data was reported at 1.207 CAD/BGN in Nov 2025. This records a decrease from the previous number of 1.207 CAD/BGN for Oct 2025. Bulgaria Foreign Exchange Rate: BNB: Canadian Dollar data is updated monthly, averaging 1.542 CAD/BGN from Jul 1999 (Median) to Nov 2025, with 317 observations. The data reached an all-time high of 1.589 CAD/BGN in Jul 2012 and a record low of 1.129 CAD/BGN in Dec 2008. Bulgaria Foreign Exchange Rate: BNB: Canadian Dollar data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: Danish Krone data was reported at 2.619 10 DKK/BGN in Nov 2025. This records a decrease from the previous number of 2.619 10 DKK/BGN for Oct 2025. Bulgaria Foreign Exchange Rate: BNB: Danish Krone data is updated monthly, averaging 2.623 10 DKK/BGN from Jul 1999 (Median) to Nov 2025, with 317 observations. The data reached an all-time high of 2.634 10 DKK/BGN in Apr 2003 and a record low of 2.617 10 DKK/BGN in Jan 2020. Bulgaria Foreign Exchange Rate: BNB: Danish Krone data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: South Korean Won data was reported at 1.151 1000 KRW/BGN in Nov 2025. This records a decrease from the previous number of 1.185 1000 KRW/BGN for Oct 2025. Bulgaria Foreign Exchange Rate: BNB: South Korean Won data is updated monthly, averaging 1.330 1000 KRW/BGN from Nov 2000 (Median) to Nov 2025, with 301 observations. The data reached an all-time high of 1.853 1000 KRW/BGN in Nov 2000 and a record low of 1.003 1000 KRW/BGN in Feb 2009. Bulgaria Foreign Exchange Rate: BNB: South Korean Won data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: Swedish Krona data was reported at 1.783 10 SEK/BGN in Nov 2025. This records a decrease from the previous number of 1.790 10 SEK/BGN for Oct 2025. Bulgaria Foreign Exchange Rate: BNB: Swedish Krona data is updated monthly, averaging 2.315 10 SEK/BGN from Jul 1999 (Median) to Nov 2025, with 317 observations. The data reached an all-time high of 2.403 10 SEK/BGN in Apr 2000 and a record low of 1.651 10 SEK/BGN in Aug 2023. Bulgaria Foreign Exchange Rate: BNB: Swedish Krona data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: Norwegian Krone data was reported at 1.662 10 NOK/BGN in Nov 2025. This records a decrease from the previous number of 1.679 10 NOK/BGN for Oct 2025. Bulgaria Foreign Exchange Rate: BNB: Norwegian Krone data is updated monthly, averaging 2.654 10 NOK/BGN from Jul 1999 (Median) to Nov 2025, with 317 observations. The data reached an all-time high of 2.686 10 NOK/BGN in Nov 2002 and a record low of 1.629 10 NOK/BGN in May 2023. Bulgaria Foreign Exchange Rate: BNB: Norwegian Krone data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: Polish Zloty data was reported at 4.614 10 PLN/BGN in Nov 2025. This records an increase from the previous number of 4.595 10 PLN/BGN for Oct 2025. Bulgaria Foreign Exchange Rate: BNB: Polish Zloty data is updated monthly, averaging 4.766 10 PLN/BGN from Jul 1999 (Median) to Nov 2025, with 317 observations. The data reached an all-time high of 6.100 10 PLN/BGN in Jul 2008 and a record low of 4.014 10 PLN/BGN in Feb 2004. Bulgaria Foreign Exchange Rate: BNB: Polish Zloty data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: Singaporean Dollar data was reported at 1.303 SGD/BGN in Nov 2025. This records an increase from the previous number of 1.301 SGD/BGN for Oct 2025. Bulgaria Foreign Exchange Rate: BNB: Singaporean Dollar data is updated monthly, averaging 1.192 SGD/BGN from Nov 2000 (Median) to Nov 2025, with 301 observations. The data reached an all-time high of 1.400 SGD/BGN in Aug 2022 and a record low of 0.879 SGD/BGN in Dec 2004. Bulgaria Foreign Exchange Rate: BNB: Singaporean Dollar data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: Russian Rouble data was reported at 1.669 100 RUB/BGN in Mar 2022. This records a decrease from the previous number of 1.694 100 RUB/BGN for Feb 2022. Bulgaria Foreign Exchange Rate: BNB: Russian Rouble data is updated monthly, averaging 4.302 100 RUB/BGN from May 2005 (Median) to Mar 2022, with 203 observations. The data reached an all-time high of 5.861 100 RUB/BGN in Feb 2006 and a record low of 1.669 100 RUB/BGN in Mar 2022. Bulgaria Foreign Exchange Rate: BNB: Russian Rouble data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M007: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: Hong Kong Dollar data was reported at 2.217 10 HKD/BGN in Apr 2025. This records a decrease from the previous number of 2.325 10 HKD/BGN for Mar 2025. Bulgaria Foreign Exchange Rate: BNB: Hong Kong Dollar data is updated monthly, averaging 2.120 10 HKD/BGN from Nov 2000 (Median) to Apr 2025, with 294 observations. The data reached an all-time high of 2.957 10 HKD/BGN in May 2001 and a record low of 1.589 10 HKD/BGN in Mar 2008. Bulgaria Foreign Exchange Rate: BNB: Hong Kong Dollar data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M007: Foreign Exchange Rates.

Bulgaria Foreign Exchange Rate: BNB: Hungarian Forint data was reported at 4.840 1000 HUF/BGN in Apr 2025. This records a decrease from the previous number of 4.861 1000 HUF/BGN for Mar 2025. Bulgaria Foreign Exchange Rate: BNB: Hungarian Forint data is updated monthly, averaging 6.644 1000 HUF/BGN from Jul 1999 (Median) to Apr 2025, with 310 observations. The data reached an all-time high of 8.457 1000 HUF/BGN in Jul 2008 and a record low of 4.633 1000 HUF/BGN in Sep 2022. Bulgaria Foreign Exchange Rate: BNB: Hungarian Forint data remains active status in CEIC and is reported by Bulgarian National Bank. The data is categorized under Global Database’s Bulgaria – Table BG.M007: Foreign Exchange Rates.