Baselight

Market Champions: Leading Stocks Dataset

Top 21 Stocks across 7 key sectors

@kaggle.jijagallery_industry_leaders_performance_dataset

About this Dataset

Market Champions: Leading Stocks Dataset

Comprehensive daily stock market data for 21 major S&P 500 companies across diverse sectors from 2020 to 2024.

This dataset contains daily stock data for 21 prominent companies in the S&P 500 index from January 1, 2020, to December 31, 2024. Covering a range of sectors including Technology, Healthcare, Energy, Financials, Consumer, Industrials, and Cloud/Software, this dataset offers a diverse view of market trends and performance over a five-year period.

Features Include:

Date: The trading day.
Open: Opening price of the stock.
High: Highest price during the trading day.
Low: Lowest price during the trading day.
Close: Closing price of the stock.
Volume: Number of shares traded.
Ticker: Stock symbol representing the company.

Sectors Covered:

Technology & AI: Apple (AAPL), Microsoft (MSFT), Alphabet (GOOGL), Amazon (AMZN), NVIDIA (NVDA), Taiwan Semiconductor (TSM).
Healthcare: Johnson & Johnson (JNJ), UnitedHealth Group (UNH), Eli Lilly (LLY).
Energy: ExxonMobil (XOM), NextEra Energy (NEE).
Financial: JPMorgan Chase (JPM), Visa (V), BlackRock (BLK).
Consumer: Walmart (WMT), Costco (COST), Procter & Gamble (PG).
Industrial: Caterpillar (CAT), Honeywell (HON).
Software/Cloud: Salesforce (CRM), ASML Holding (ASML).

This dataset is ideal for financial analysts, data scientists, and machine learning enthusiasts interested in exploring stock market trends, building predictive models, or conducting sector-based analysis over a significant time span.

Data Source: Retrieved using Yahoo Finance API, ensuring accuracy and reliability.

Usage: This dataset can be used for time-series analysis, machine learning predictions, financial modeling, and comparative studies across different sectors.

Feel free to download and explore the data, and share your findings with the community!

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