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Financial Market Interplay Dataset
Crypto & Blockchain Transactions
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About
This dataset provides daily market closing prices and trading volumes for Bitcoin and three major global stock exchanges: Nasdaq, the New York Stock Exchange (NYSE), and the London Stock Exchange (LSE). It covers a period from 1st January 2018 to 30th June 2023. The collection aims to enable researchers and analysts to explore the relationships between these financial markets, offering insights into their behaviour and trends to inform investment strategies and decision-making.
Columns
- Date: The specific trading day. Dates range from 2nd January 2018 to 30th June 2023.
- BTC: The daily closing price of Bitcoin. Prices range from approximately 3,242.48 to 67,566.83, with a mean of around 20,800.
- NYSE: The daily closing price of the New York Stock Exchange. Prices range from approximately 8,777.38 to 17,353.76, with a mean of around 14,100.
- NASDAQ: The daily closing price of NASDAQ. Prices range from approximately 6,192.92 to 16,057.44, with a mean of around 10,600.
- LSE: The daily closing price of the London Stock Exchange. Prices range from approximately 3,649.00 to 9,910.00, with a mean of around 6,850.
- BTC_Volume: The daily trading volume of Bitcoin. Volumes range from approximately 3.23 billion to 351 billion, with a mean of around 27.7 billion.
- NYSE_Volume: The daily trading volume of the New York Stock Exchange. Volumes range from approximately 1.30 billion to 9.98 billion, with a mean of around 4.23 billion.
- NASDAQ_Volume: The daily trading volume of NASDAQ. Volumes range from approximately 959 million to 11.6 billion, with a mean of around 3.82 billion.
- LSE_Volume: The daily trading volume of the London Stock Exchange. Volumes range from approximately 14,020 to 12.4 million, with a mean of around 928,000.
Distribution
This dataset is typically provided in a CSV format. It has a file size of 150.44 kB. The structure consists of daily market closing prices and volumes. All columns have 1383 valid records, with no mismatched or missing data points. Data collection for all markets, including Bitcoin, is aligned with the trading days of the New York Stock Exchange to ensure consistency and comparability.
Usage
This dataset is ideal for:
- Analysing the correlation and interdependencies between cryptocurrency and traditional stock markets.
- Developing and testing investment strategies.
- Performing time series analysis and regression modelling on financial market data.
- Creating data stories and visualisations to communicate market trends.
- Gaining valuable insights into the dynamic behaviour of global financial assets.
Coverage
The dataset covers a time range from 1st January 2018 to 30th June 2023, with daily data points. Geographically, it includes Bitcoin (global), the New York Stock Exchange and Nasdaq (USA), and the London Stock Exchange (UK). Although Bitcoin trades 24/7, its data in this collection is limited to the trading days of the New York Stock Exchange to maintain data consistency across all included markets. The dataset is expected to be updated annually.
License
CC0: Public Domain
Who Can Use It
- Financial Analysts: To identify market patterns and inform trading decisions.
- Researchers: For academic studies on market dynamics, cryptocurrency impact, and financial econometrics.
- Data Scientists: To build predictive models for market movements and volumes.
- Investors: To understand market relationships and refine their portfolio strategies.
- Students: As an educational resource for learning about financial markets and data analysis.
Dataset Name Suggestions
- Bitcoin & Stock Market Daily Data 2018-2023
- Global Market Dynamics: Bitcoin and Key Exchanges
- Crypto and Traditional Stock Performance
- Financial Market Interplay Dataset
- Daily BTC and Major Stock Exchange Metrics
Attributes
Original Data Source: Financial Market Interplay Dataset
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