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Top 50 Cryptocurrency Daily Market Data
Crypto & Blockchain Transactions
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About
This dataset provides historical daily price data for the top 50 cryptocurrencies. It includes essential metrics such as opening, closing, highest, and lowest prices, along with trading volume and percentage change. The dataset's purpose is to offer a valuable resource for analysing cryptocurrency market trends, predicting future price movements, and understanding market volatility. It enables users to explore correlations between different currencies, identify seasonal trends, and determine optimal buying and selling times for investment strategies.
Columns
- SNo: A serial number for each observation.
- Date: The specific date of the observation. The date range for a sample currency spans from 30 January 2018 to 24 August 2021.
- Price: The closing price of the cryptocurrency on the given day. Values observed range from 0.01 to 629.38.
- Open: The opening price of the cryptocurrency on the given day. Values observed range from 0.01 to 629.38.
- High: The highest price recorded for the cryptocurrency on the given day. Values observed range from 0.01 to 665.18.
- Low: The lowest price recorded for the cryptocurrency on the given day. Values observed range from 0.01 to 564.85.
- Volume: The volume of transactions for the cryptocurrency on the given day. Values observed range from 52.9k to 10.5 million.
- Change%: The percentage change in price from the previous day. Values observed range from -38.1% to 6284.53%.
Distribution
The dataset is provided in CSV format. It comprises 50 individual CSV files, each dedicated to one of the top 50 cryptocurrencies. Additionally, a single combined CSV file is available, merging all the data for the entire top 50 cryptocurrencies. Price history is available on a daily basis, extending from the launch date of each respective cryptocurrency. For instance, a sample file contains approximately 1275 records and is 65.73 kB in size. The combined dataset will be significantly larger.
Usage
This dataset is ideal for a variety of applications, including:
- Predicting future cryptocurrency prices using machine learning models.
- Analysing market volatility to identify the most fluctuating currencies.
- Studying correlations between the price fluctuations of different cryptocurrencies.
- Determining optimal buy and sell times for investment strategies.
- Identifying seasonal trends in cryptocurrency price movements.
- Developing data visualisations to illustrate market performance.
Coverage
The dataset covers the top 50 cryptocurrencies globally. The price history is available on a daily basis from the launch of each respective cryptocurrency. For a sample cryptocurrency, the data spans from 30 January 2018 to 24 August 2021, providing extensive historical depth.
License
CC0: Public Domain
Who Can Use It
This dataset is suitable for a wide range of users, including:
- Financial Analysts: For market research, trend analysis, and investment strategy development.
- Data Scientists and Machine Learning Engineers: For building predictive models for cryptocurrency prices.
- Academics and Researchers: For studying economic trends, financial markets, and quantitative analysis.
- Investors and Traders: For informing trading decisions and understanding market dynamics.
- Economists: For exploring market behaviour and economic indicators related to digital currencies.
Dataset Name Suggestions
- Top 50 Cryptocurrency Daily Market Data
- Global Daily Crypto Price History
- Historical Top 50 Cryptocurrencies Prices
- Daily Cryptocurrency Trading Data
- Crypto Market Daily OHLCV Data
Attributes
Original Data Source:Top 50 Cryptocurrency Daily Market Data
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