Dark Mode
Major Crypto OHLCV & Trade Count Data
Crypto & Blockchain Transactions
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
Hourly price data for 34 prominent cryptocurrencies, spanning from January 2017 to the present day, is available. This dataset provides granular insights into market movements, featuring Open, High, Low, Close, Volume (OHLCV), and the number of trades for each asset per hour. It serves as a valuable asset for market analysis, research endeavours, and the development of trading strategies, enabling users to explore both historical trends and current market dynamics. The granularity of the data allows for a wide array of analytical and predictive modelling possibilities.
Columns
- Date: The timestamp of the hourly data, typically in
YYYY-MM-DD HH-MM-SSformat. - Symbol: The ticker symbol for the cryptocurrency pair, such as '1INCHUSDT'.
- Open: The opening price of the cryptocurrency for the given hour.
- High: The highest price reached by the cryptocurrency during the hour.
- Low: The lowest price reached by the cryptocurrency during the hour.
- Close: The closing price of the cryptocurrency for the given hour.
- Volume [Token]: The trading volume of the cryptocurrency in its native token.
- Volume USDT: The trading volume expressed in USDT (Tether).
- tradecount: The total number of trades executed for the cryptocurrency during the hour.
- Token: The abbreviated name of the cryptocurrency (e.g., 'ETC').
Distribution
This dataset is provided in CSV format, ready for immediate use. It contains over 1 million hourly price data ticks across 34 cryptocurrencies. The data is structured with one row per hour for each cryptocurrency, detailing OHLCV metrics and trade counts. The primary dataset (
crypto_data.csv) is highly refined, with less than 0.015% of hourly data points missing. Data inconsistencies, such as 'Date' format variations and entirely missing hours for specific tokens (e.g., 'ETCUSDT' on '23-07-27'), have been addressed through a meticulous cleaning and wrangling process, including the importation and merging of external data sources.Usage
This dataset is ideally suited for:
- In-depth cryptocurrency market analysis.
- Academic and financial research into crypto asset behaviour.
- Developing and back-testing various trading strategies.
- Building advanced predictive models for price forecasting.
- Implementing Deep Reinforcement Learning models for automated trading.
- Performing quantitative analysis and market visualization.
Coverage
The dataset covers 34 major cryptocurrencies, including but not limited to 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), and XMR (Monero). The time range spans from 17 August 2017 04:00:00 to 19 October 2023 23:00:00, with historical data extending back to January 2017 for the general collection. The dataset is expected to be updated monthly.
License
CC0: Public Domain
Who Can Use It
- Market Analysts: To identify trends and patterns in cryptocurrency prices.
- Researchers: For academic studies on market volatility, correlations, and efficiency.
- Algorithmic Traders: To design and test automated trading systems.
- Data Scientists: For developing machine learning and deep learning models for financial predictions.
- Quantitative Analysts: To perform statistical analysis and build risk models.
- Developers: To integrate historical price data into financial applications.
Dataset Name Suggestions
- Hourly Cryptocurrency Price Data (2017-2023)
- Major Crypto OHLCV & Trade Count Data
- Global Cryptocurrency Market Data Hourly
- 34 Cryptocurrencies Hourly Price History
- Binance & Multi-Source Crypto Price Data
Attributes
Original Data Source:Major Crypto OHLCV & Trade Count Data
QUALITY