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Historical Performance of Forbes Best AI Stocks
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About
Presents the historical daily stock market values for the top 10 companies identified in the Artificial Intelligence sector. This collection tracks market performance, enabling users to evaluate the long-term returns on investments made in these critical technology firms from 1990 up to the present day. These companies, chosen based on selections such as Forbes' Best AI Stocks To Invest, now command enormous market capitalisation, even though many did not exist in the early part of the coverage period.
Columns
The dataset contains 8 columns detailing various aspects of daily trading activity:
- symbol: The unique ticker identifier for the company (e.g., AMD, AMZN). There are 10 unique symbols included.
- date: The trading date, covering the full period from January 1990 to June 2024.
- open: The opening price of the stock on the given date (prices range from 0.03 to 814).
- high: The highest recorded price during the trading day (up to 815).
- low: The lowest recorded price during the trading day (down to 0.03).
- close: The price at which the stock closed trading.
- volume: The total trading volume for the stock on that date (ranging up to 9.23 billion).
- adjusted: The closing price adjusted for corporate actions such as splits or dividends.
Distribution
The data is provided in a standard file format, typically CSV, under the filename
top_10_ai_stocks.csv, with a file size of 4.26 MB. The structure consists of approximately 38.7 thousand records or rows. Data quality is high, with all fields showing 100% validity and no missing values. The dataset is expected to be updated monthly.Usage
This data product is ideal for several applications, including:
- Financial modelling and analysis of historical stock performance.
- Back-testing various investment strategies related to high-growth technology stocks.
- Training machine learning models to predict future stock price movements.
- Academic research into the rise and financial impact of major AI-focused corporations.
Coverage
The dataset spans a significant time frame, from 2 January 1990 through to 28 June 2024. It focuses specifically on the daily stock market activity of 10 selected companies deemed leaders in the AI technology space.
License
CC0: Public Domain
Who Can Use It
- Quantitative Analysts: For rigorous modelling and statistical testing of financial theories.
- Individual Investors: To understand potential returns if they had invested earlier in these key market players.
- Data Scientists: To develop and refine algorithms for time-series forecasting in finance.
- Market Researchers: To track and chart the growth trajectory of the artificial intelligence sector.
Dataset Name Suggestions
- AI Industry Leaders Stock History (1990–2024)
- Top 10 Global AI Stock Market Data
- Historical Performance of Forbes' Best AI Stocks
- Stock Prices for Key AI Technology Companies
Attributes
Original Data Source: Historical Performance of Forbes Best AI Stocks
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