With over *** billion U.S. dollars in revenue, Walmart topped the ranking of the hundred largest companies globally, followed by Amazon. Walmart was also the largest company in the world based on its number of employees, with some *** million all over the world. Largest corporations based on revenue - additional information The concept of revenue itself might slightly differ depending on country or even from one company to another. It usually refers to the income resulted from normal business activities, such as the sale of goods and services to customers. Walmart The American-based multinational corporation Walmart was founded in 1962 and currently operates over ****** stores worldwide, out of which ***** are in the United States alone. In 2024, Walmart was ranked the third most valuable retail brand in the world, with a brand value of about ** billion U.S. dollars. Follow this link to get access to the top 500 companies from all industries list.

Top 50 Companies by Revenue (USD Millions)

Description : This dataset contains information on the largest companies in the world ranked by their revenue in USD millions. It includes key financial metrics and details about each company, making it a valuable resource for analysis and comparison.

This list comprises the world's largest companies by consolidated revenue, according to the Fortune Global 500 2024 rankings and other sources. American retail corporation Walmart has been the world's largest company by revenue since 2014. The list is limited to the largest 50 companies, all of which have annual revenues exceeding US$130 billion. This list is incomplete, as not all companies disclose their information to the media or general public. Out of 50 largest companies 23 are American, 17 Asian and 10 European.

Features :

• Rank: The rank of the company based on its revenue.
• Company_Name: The name of the company.
• Industry: The industry in which the company operates.
• Revenue (USD Millions): The total revenue of the company in millions of USD.
• Profit (USD Millions): The total profit of the company in millions of USD.
• Number of Employees: The total number of employees working for the company.
• Headquarters: The country where the company's headquarters is located.

Source : The data has been sourced from the Wikipedia page on List of Largest Companies by Revenue.

Usage : This dataset can be used for various analyses, including : - Financial performance comparisons across industries. - Visualization of the largest global companies. - Insights into employment statistics in relation to revenue.

Beginner-Friendly : This dataset is suitable for beginners looking to practice data analysis, data visualization, and financial comparisons. It provides a straightforward structure with easily understandable features, making it an excellent starting point for those new to data science.

In 2024, the**************************************o posted the highest revenue of any company in the world before taxes, with an income of over *** billion U.S. dollars. ************************************************** rounded out the top five spots in the ranking of most profitable companies. What is net income? Net income, or net profit, which differs slightly from pre-tax income, is the figure that gives the most complete overview of a company’s profitability: It is calculated as the revenue of a company less all operating expenses, debt payments, interest paid, income from subsidiary holdings, taxes, etc. Different industries have different net profit margins. The Apple doesn’t fall far In terms of market value, Microsoft was the largest company in the world in 2024, with Apple following in second. Since the beginning of the new millennium, Apple has reported ever rising amounts of worldwide revenue, with iPhone sales leading the charge.

Overview This dataset contains information about the largest companies in the United States by revenue. It includes key attributes such as company name, industry, annual revenue, profit, number of employees, and the state where the company is headquartered. The dataset provides valuable insights into the financial and operational aspects of these major corporations.

Columns Rank: Ranking of the company based on its annual revenue. Name: Name of the company. Industry: Industry in which the company operates. Revenue: Annual revenue of the company in millions of dollars. Profit: Annual profit of the company in millions of dollars. Employees: Number of employees working for the company. State: State where the company’s headquarters are located. Key Insights Revenue Distribution: Significant variation in revenue among the top companies, with some generating much higher revenues. Profit Margins: Wide variation in profit margins, indicating different levels of profitability across industries. Employee Numbers: Disparity in the number of employees, reflecting differences in business models and operational scales. Geographic Spread: Companies are headquartered in various states, with certain states having a higher concentration of large companies. Potential Uses Industry Analysis: Understand trends and performance in different industries. Economic Research: Analyze the economic impact of these large companies. Business Strategy: Inform business strategies and market analysis. Educational Purposes: Use as a case study for business and economic courses. Future Work In-Depth Industry Analysis: Explore specific industries to identify trends and outliers. Time-Series Analysis: Analyze trends over time if historical data becomes available. Comparative Analysis: Compare with similar datasets from other countries. Advanced Visualization: Create interactive dashboards for better data presentation. This dataset is a valuable resource for anyone interested in the financial and operational characteristics of the largest companies in the United States.

On June 25th 2024, the company with the by far highest revenue in Poland was PKN Orlen with ***** billion zloty. The second biggest business with a difference of more than ** billion zloty was PGE Polska. The last place of the ** was held by Polenergia.

The United States is home to some of the world's largest and most influential companies. Here are some of the largest companies in the United States by revenue:

1. Walmart: Walmart is the world's largest retailer, operating a chain of hypermarkets, discount department stores, and grocery stores. It is known for its low prices and wide selection of products.

2. Amazon: Amazon is a global e-commerce giant that sells a wide variety of products, including books, electronics, clothing, and groceries. It also provides cloud computing services through Amazon Web Services (AWS).

3. ExxonMobil: ExxonMobil is one of the world's largest oil and gas companies, engaged in exploration, production, refining, and marketing of petroleum products.

4. Apple: Apple is a technology company that designs, manufactures, and sells smartphones, computers, tablets, and other consumer electronics. It is known for its innovative products and user-friendly interface.

5. UnitedHealth Group: UnitedHealth Group is the largest health insurance company in the United States, offering a wide range of health insurance plans and health services.

6. Berkshire Hathaway: Berkshire Hathaway is a conglomerate holding company that owns a diverse range of businesses, including insurance, manufacturing, and retail. It is led by billionaire investor Warren Buffett.

7. CVS Health: CVS Health is a healthcare company that operates a chain of pharmacies and offers pharmacy benefits management services.

8. Alphabet: Alphabet is the parent company of Google, one of the world's largest technology companies. It also owns other subsidiaries, such as Waymo (self-driving cars) and YouTube.

9. Johnson & Johnson: Johnson & Johnson is a multinational healthcare company that manufactures and sells medical devices, pharmaceuticals, and consumer products.

10. JPMorgan Chase & Co.: JPMorgan Chase is a global financial services firm that offers a wide range of banking, investment, and financial services.

As of the most recent fiscal quarter ending March 2025, **** percent of Meta's revenue was generated through advertising. Approximately **** percent of Apple's revenue came from a single device, the iPhone. Amazon had the relatively speaking more diverse product portfolio, as only **** percent of revenue came from it's strongest performing segment, Online Store Sales.

Shell had the highest annual revenue of all companies based in the United Kingdom in 2025, at approximately 284 billion U.S. dollars. BP had the second-highest annual revenue at over 189 billion dollars, followed by HSBC Holdings, which had a revenue of around 142 billion U.S. dollars. In terms of global employee numbers, however, Compass Group had the highest number among UK-based businesses, at approximately half a million in 2024, followed by Tesco at 336,400 and HSBC at almost 211,000. Big Oil, a banking giant, and Britain's top supermarket chain The two companies listed as having the most revenue in the UK this year are also two of the biggest oil and gas companies in the world, alongside Chevron, Eni, ExxonMobil, and TotalEnergies. After a huge surge in energy prices in 2022, these companies saw their profits recede slightly in 2023, but clearly remain in strong financial positions as of 2024. HSBC Holdings, meanwhile, was the largest bank in Europe in terms of market capitalization, and was estimated to have the second-highest number of UK-based customers in 2024. The company with the fourth-highest revenue in this year, Tesco has by some distance the largest grocery-market share in Great Britain, a position it has maintained despite growing competition from discounters like Lidl and Aldi. UK economy health check In the first quarter of 2025, the UK economy grew by 0.7 percent, emerging from a brief slowdown in growth towards the end of 2024. Consumer Price inflation, has, however, started to increase, with the inflation rate reaching 3.5 percent in April, the highest rate since January 2024. Furthermore, the UK labor market is showing signs of weakness, with quite a high number of job losses since the start of the year. Alongside these generally negative signs, business confidence in the UK has been falling, with the main concern of UK firms being that of taxation, as of early 2025.

This dataset presents a clean, well-structured list of the world’s largest companies ranked by total revenue, scraped directly from Wikipedia’s “List of largest companies by revenue” page. It provides valuable insights into the global business landscape, covering major industries such as retail, oil & gas, technology, and energy. The dataset was created as part of a data scraping and cleaning project, showcasing how to extract real-world data from the web, clean it using Python (Pandas), and publish it in a machine-readable format for analytics and visualization.

Introduction:

This analysis delves into the financial performance of top companies by examining key metrics such as revenue, earnings, market capitalisation, P/E ratio, and dividend yield. By comparing these metrics, we gain a comprehensive understanding of a company's scale, profitability, market value, and growth potential. Through visualisations, the analysis also explores correlations between these metrics and offers insights into country-level performance, highlighting economic dominance across various sectors. This holistic approach provides a multi-dimensional view of global financial powerhouses, investor confidence, and regional economic trends.

Key Metrics Used:

1. Revenue (Trailing Twelve Months - TTM): - Definition: This is the total income generated by a company from its operations in the last twelve months. - Potential Insights: High revenue often indicates market dominance or high sales volume. Comparing revenues can reveal which companies are the largest in terms of business volume.

2. Earnings (TTM): - Definition: This refers to the company's profit after taxes and expenses over the trailing twelve months. - Potential Insights: Companies with high earnings are more efficient at converting revenue into profit, suggesting better profitability or cost management. A comparison of earnings provides insight into profitability rather than just scale.

3. Market Capitalisation (Market Cap): - Definition: Market cap is the total value of a company's outstanding shares of stock, calculated as stock price multiplied by the number of shares. It indicates the company’s size in the stock market. - Potential Insights: High market cap usually indicates investor confidence in the company. Comparing market cap among the top 15 companies reveals their relative size in financial markets.

4. P/E Ratio (TTM): - Definition: Price-to-Earnings (P/E) ratio measures a company's current share price relative to its per-share earnings. - Potential Insights: A high P/E ratio may indicate that investors expect high growth in the future, while a low P/E ratio could imply undervaluation or scepticism about growth. Companies are compared by their growth prospects or current valuation.

5. Dividend Yield (TTM): - Definition: Dividend yield is a financial ratio that shows how much a company pays out in dividends each year relative to its share price. - Potential Insights: High dividend yield may indicate that a company returns more income to shareholders. It’s particularly useful for income-focused investors.

In this combined analysis, we will integrate the observations from the visualisations with the key financial metrics definitions and insights, to offer a comprehensive view of the top companies and country-level analysis across various financial dimensions.

Data Visualisations

Visualisation 1: https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F13231939%2F2296eddd53ddd4b84346b1ea1324ec0a%2FScreenshot%202024-10-01%2015.16.51.png?generation=1727864461164331&alt=media" alt=""> Visualisation 2: https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F13231939%2Fb35516c91e54eda75a03ff073e94dd73%2FScreenshot%202024-10-01%2015.17.53.png?generation=1727864511265917&alt=media" alt=""> Visualisation 3: https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F13231939%2F506ca2428d34b15cd46e4a31261763d7%2FScreenshot%202024-10-01%2015.18.37.png?generation=1727864562835491&alt=media" alt=""> Visualisation 4: https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F13231939%2F41e7a3e28c757239d26226f6a0ccdca9%2FScreenshot%202024-10-01%2015.19.20.png?generation=1727864614352037&alt=media" alt=""> A Markdown document with the R code for the above visualisations. link

1. Revenue (Trailing Twelve Months - TTM)

• Definition: The total income generated from a company’s operations over the last 12 months.
• Insights from Charts:
  • Revenue vs Earnings (Visualisation 2): Companies like Saudi Aramco are massive outliers with high revenues and even higher earnings, indicating impressive profitability despite their revenue volume.
  • Top 10 Countries by Average Revenue (Visualisation 3): China, South Korea, and Japan are at the top, with companies generating significant business volumes.
  • Analysis: High revenue companies like Walmart dominate the market but may not always convert this into proportional earnings or market cap growth. This could be due to operational costs or sector-specific challenges (retail margins being lower than tech).

2. Earnings (TTM)

• Definition: Profits...

In 2024, Cargill was the largest private company in the United States, by revenue. That year, they had a revenue of 160 billion U.S. dollars. In comparison, gas station company QuikTrip made around 19.6 billion U.S. dollars. Cargill Cargill is a multinational corporation that focuses on agricultural services, crop and livestock, raw materials, and health and pharmaceuticals. Most of their business focuses on purchasing and distributing grain, palm oil, energy trade, and steel. It is a family-owned business headquartered in Minnetonka, Minnesota, and founded in 1865. It operates in over 60 countries, has about 150,000 employees, and is responsible for about a quarter of all United States grain exports. Additionally, it also supplies about a quarter of the domestic meat market. Largest U.S. companies United Healthcare Group was the largest health insurance company in 2018, while SC Johnson was the largest private household and personal care product company. United Healthcare is also headquartered in Minnetonka, Minnesota, while SC Johnson is headquartered in Racine, Wisconsin. United Healthcare is not only the largest health insurance company in the United States, but also worldwide. Furthermore, SC Johnson is one of the oldest family-owned companies in the country, and currently over owns over 20 brands.

We are delighted to present to you a carefully curated dataset of the top 100 largest companies in the United States. Our data includes a comprehensive list of these companies, providing you with valuable insights into the business landscape of the country with: - Rank - Name - Industry - Revenue (USD millions) - Revenue growth - Employees - Headquarters If you're interested in extracting the data on your own, we've got you covered. We've included the Python code you'll need to get started. Whether you're a seasoned programmer or just starting out, our code is designed to be easy to use and adaptable to your needs. So go ahead and give it a try!

In 2021, Apple was the largest publicly traded company in California based on revenue. That year, they had a revenue of ****** billion U.S. dollars. Alphabet, Chevron, Wells Fargo and Meta rounded out the top five publicly traded companies in California. Apple Apple is a multinational company headquartered in California. It was founded in 1976 by Steve Jobs, Steve Wozniak, and Ronald Wayne. Known for their popular iPhones and Mac computers, they have further expanded into other products such as iPods, Apple Watch, Apple TV, Air Pods, and Apple Pay. It is now one of the world’s largest and most valuable companies. Their worldwide revenue has increased dramatically since 2004, with the largest share of their sales since 2012 coming from the Americas. Despite being one of the most successful technology companies, it has faced a lot of criticism from consumers. Some of the criticisms include tax avoidance, sweatshop use, and environmental destruction. Fortune 500 Companies In 2021, New York and California had the highest number of Fortune 500 companies, followed by Texas, Illinois, and Ohio. For New York, this can be attributed to its being the financial and cultural hub of the country. Fortune 500 Companies are ranked by Fortune magazine, which ranks the the top 500 companies in the United States based on revenue. Companies on this list are both publicly and privately held. The companies that get listed have changed over the years, for a variety of reasons such as company acquisitions, bankruptcies, and changes in the economy.

Largest software companies by market cap

What is the market capitalization of a company? The market capitalization sometimes referred as Marketcap, is the value of a publicly listed company. In most cases it can be easily calculated by multiplying the share price with the amount of outstanding shares.

Data from: https://companiesmarketcap.com/

This horizontal bar chart displays revenues ($) by revenue type using the aggregation sum. The data is filtered where the industry is Software. The data is about companies.

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This dataset provides a comprehensive overview of the world's largest financial institutions, including key financial metrics and geographical information. It covers various sectors within the financial industry, including banking, insurance, and conglomerates. The data helps analyze the financial performance and global distribution of major financial players across different regions and business models. The dataset includes essential financial indicators such as revenue, net income, and total assets, allowing for comparative analysis and insights into the financial sector's market leaders. This information is valuable for researchers, analysts, and anyone interested in understanding the global financial landscape.

Column Descriptions:

• Rank: Numerical ranking of companies based on revenue
• Company: Official name of the financial institution
• Industry: Primary business sector (Banking, Insurance, Conglomerate, etc.)
• Revenue in (USD Million): Annual revenue in millions of US dollars
• Net Income in (USD Millions): Annual net profit/income in millions of US dollars
• Total Assets in (USD Millions): Total company assets in millions of US dollars
• Headquarters: Country where the company's main headquarters is located

This horizontal bar chart displays revenues ($) by revenue type using the aggregation sum in Allen. The data is about companies.

This horizontal bar chart displays revenues ($) by revenue type using the aggregation sum in Roztoky. The data is about companies.

This horizontal bar chart displays revenues ($) by revenue type using the aggregation sum in Norway. The data is about companies.

In 2024, the German car manufacturer Volkswagen had a revenue of 348.41 billion U.S. dollars, the largest of any European company. Shell had the second largest revenue in this year at 323.18. billion U.S. dollars, followed by the French petroleum company Total Energy at 218.9 billion dollars with Glencore having the fourth-highest revenue in Europe at 217.83 billion U.S. dollars. VW employs over 684 thousand Volkswagen also was one of the main employers in Europe in 2024 with over 680 thousand working for the German car giant. Volkswagen was only behind the Irish consulting services Accenture, that employed more than 700 thousand people in the same year. In third place, Compass Group from the United Kingdom employed more 550 thousand people. Walmart tops global rankings When the scope is broadened to look at companies worldwide, Walmart had both the largest revenue of any company, (648 billion U.S. dollars) and the highest number of employees at over 2.1 million people. The e-commerce giant Amazon had the second-highest revenue in 2024, at over 500 billion U.S. dollars.