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Binance Sourced Crypto Market History
Crypto & Blockchain Transactions
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About
Provides historical market information for major digital currencies, including Bitcoin, Ethereum, and Binance Coin. This dataset offers an essential view into market fluctuations and performance over three years, derived directly from the Binance API. The provision of data across multiple intraday and daily intervals makes it highly valuable for high-frequency trading simulations and long-term investment research.
Columns
The dataset contains ten columns, providing the time reference and the closing price for each listed asset:
- timestamp: Records the date of the observation. All times are referenced in the UTC timezone.
- BTCUSDT: Price of Bitcoin quoted in USDT.
- ETHUSDT: Price of Ethereum quoted in USDT.
- BNBUSDT: Price of Binance Coin quoted in USDT.
- SOLUSDT: Price of Solana quoted in USDT.
- USDCUSDT: Price of USD Coin quoted in USDT. (Note: This column shows a small percentage of missing values.)
- XRPUSDT: Price of XRP quoted in USDT.
- DOGEUSDT: Price of Dogecoin quoted in USDT.
- ADAUSDT: Price of Cardano quoted in USDT.
- SHIBUSDT: Price of Shiba Inu quoted in USDT. (Note: This column also exhibits some missing values.)
Distribution
The information is provided in CSV (Comma Separated Values) files. The data structure supports analysis across different time intervals: 1 day, 4 hours, and 1 hour. The daily file, designated as 'Top10-2021-2024-1d.csv', is approximately 84.73 kB in size. The daily time frame generally includes 1096 valid records for most assets.
Usage
This collection is ideal for various advanced applications, such as backtesting complex quantitative trading strategies, performing rigorous statistical analysis to uncover latent correlations, or building machine learning models for market prediction, including regression and reinforcement learning tasks.
Coverage
The data covers a time range beginning on 1 January 2021 and concluding on 1 January 2024. The scope is limited to 10 specific, high-profile cryptocurrencies. The time zone used for all timestamps is Coordinated Universal Time (UTC). There are no expected future updates to this historical set.
License
CC BY-SA 4.0
Who Can Use It
Intended users include financial engineers looking to model volatility, quantitative analysts designing new algorithms, academics researching digital finance markets, and data scientists seeking robust time series data for predictive modelling.
Dataset Name Suggestions
- Top 10 Cryptocurrency Historical Prices 2021-2024
- Multi-Frequency Digital Asset Price Data
- Binance Sourced Crypto Market History
- BTC, ETH, and Altcoin Daily and Intraday Prices
Attributes
Original Data Source: Binance Sourced Crypto Market History
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