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.

Corporate Profits in the United States increased to 3259.41 USD Billion in the second quarter of 2025 from 3252.44 USD Billion in the first quarter of 2025. This dataset provides the latest reported value for - United States Corporate Profits - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This statistic shows the 2024 ranking of the top 10 health care equipment and service companies in the United States based on net income. The values were taken from the Financial Times equity screener database. Thermo Fisher Scientific was ranked first, with a total net income of around **** billion U.S. dollars.

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.

Corporations in the United States made profits totaling 3.92 trillion U.S. dollars in the first quarter of 2025. This is a slight decrease from the fourth quarter of 2024. The corporate profits are defined as the net income of corporations in the National Income and Product Accounts (NIPA). The presented data include inventory valuation and capital consumption adjustments.

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.

Graph and download economic data for Corporate Profits After Tax (without IVA and CCAdj) (CP) from Q1 1947 to Q2 2025 about CCADJ, IVA, corporate profits, tax, corporate, GDP, and USA.

As of January 2025, the most profitable industry in the United States was the tobacco industry, with a net profit margin of ***** percent. The profit margin of the entertainment software industry was not too far behind, with a net profit margin of *****.

The dataset contains information about world's biggest companies.

Among them you can find companies founded in the US, the UK, Europe, Asia, South America, South Africa, Australia.

The dataset contains information about the year the company was founded, its' revenue and net income in years 2018 - 2020, and the industry.

I have included 2 csv files: the raw csv file if you want to practice cleaning the data, and the clean csv ready to be analyzed.

The third dataset includes the name of all the companies included in the previous datasets and 2 additional columns: number of employees and name of the founder.

In addition there's tesla.csv file containing shares prices for Tesla.

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F7974466%2Fae27b0d929e65b816c7407e8c99ac926%2FAlbedoBase_XL_A_clean_professional_infographicstyle_visualizat_3.jpg?generation=1736320427078468&alt=media" alt="">

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

With a market capitalization of 3.12 trillion U.S. dollars as of May 2024, Microsoft was the world’s largest company that year. Rounding out the top five were some of the world’s most recognizable brands: Apple, NVIDIA, Google’s parent company Alphabet, and Amazon. Saudi Aramco led the ranking of the world's most profitable companies in 2023, with a pre-tax income of nearly 250 billion U.S. dollars. How are market value and market capitalization determined? Market value and market capitalization are two terms frequently used – and confused - when discussing the profitability and viability of companies. Strictly speaking, market capitalization (or market cap) is the worth of a company based on the total value of all their shares; an important metric when determining the comparative value of companies for trading opportunities. Accordingly, many stock exchanges such as the New York or London Stock Exchange release market capitalization data on their listed companies. On the other hand, market value technically refers to what a company is worth in a much broader context. It is determined by multiple factors, including profitability, corporate debt, and the market environment as a whole. In this sense it aims to estimate the overall value of a company, with share price only being one element. Market value is therefore useful for determining whether a company’s shares are over- or undervalued, and in arriving at a price if the company is to be sold. Such valuations are generally made on a case-by-case basis though, and not regularly reported. For this reason, market capitalization is often reported as market value. What are the top companies in the world? The answer to this question depends on the metric used. Although the largest company by market capitalization, Microsoft's global revenue did not manage to crack the top 20 companies. Rather, American multinational retailer Walmart was ranked as the largest company in the world by revenue. Walmart also had the highest number of employees in the world.

Context

Every year Fortune, an American Business Magazine, publishes the Fortune 500, which ranks the top 500 corporations by revenue. This dataset includes the entire Fortune 1000, as opposed to just the top 500.

Content

The Fortune 1000 dataset is from the Fortune website, collected by the processes outlined in this notebook. It contains U.S. company data for the year 2022 (updated from 2021). The dataset is 1000 rows and 18 columns.

Features

• Company - values are the name of the company
• Rank - The 2021 rank established by Fortune (1-1000)
• Rank Change - The change in the rank from 2020 to 2021. There is only a rank change listed if the company is currently in the top 500 and was previously in the top 500.
• Revenue - Revenue of each company in millions. This is the criteria used to rank each company.
• Profit - Profit of each company in millions.
• Num. of Employees - The number of employees each company employs.
• Sector - The sector of the market the company operates in.
• City - The city where the company's headquarters is located.
• State - The state where the company's headquarters is located
• Newcomer - Indicates whether or not the company is new to the top Fortune 500 ("yes" or "no"). No value will be listed for companies outside of the top 500.
• CEO Founder - Indicates whether the CEO of the company is also the founder ("yes" or "no").
• CEO Woman - Indicates whether the CEO of the company is a woman ("yes" or "no").
• Profitable - Indicates whether the company is profitable or not ("yes" or "no").
• Prev. Rank - The 2020 rank of the company, as established by Fortune. There will only be previous rank data for the top 500 companies.
• CEO - The name of the CEO of the company
• Website - The url of the company website
• Ticker - The stock ticker symbol of public companies. Some rows will have empty values because the company is a private corporation.
• Market Cap - The market cap (or value) of the company in millions. Some rows will have empty values because the company is private. Market valuations were determined on January 20, 2021.

Inspiration

This dataset is made to explore the top corporations in the U.S. Answer questions such as: What percentage of companies have women ceo's? How many companies are newcomers? What percentage of companies have ceos who were also founders? What role does profitability play in ranking?

Net-Income-From-Continuing-Operations Time Series for Weyerhaeuser Company. Weyerhaeuser Company, one of the world's largest private owners of timberlands, began operations in 1900 and today owns or controls approximately 10.4 million acres of timberlands in the U.S., as well as additional public timberlands managed under long-term licenses in Canada. Weyerhaeuser has been a global leader in sustainability for more than a century and manages 100 percent of its timberlands on a fully sustainable basis in compliance with internationally recognized sustainable forestry standards. Weyerhaeuser is also one of the largest manufacturers of wood products in North America and operates additional business lines around product distribution, climate solutions, real estate, and energy and natural resources, among others. In 2024, the company generated $7.1 billion in net sales and employed approximately 9,400 people who serve customers worldwide. Operated as a real estate investment trust, Weyerhaeuser's common stock trades on the New York Stock Exchange under the symbol WY.

Net-Income-Including-Non-Controlling-Interests Time Series for Altice USA Inc. Altice USA, Inc., together with its subsidiaries, provides broadband communications and video services under the Optimum brand in the United States, Canada, Puerto Rico, and the Virgin Islands. It provides broadband, video, telephony, and mobile services to residential and business customers. The company's video services include delivery of broadcast stations and cable networks; over the top services; video-on-demand, high-definition channels, digital video recorder, and pay-per-view services; and video programming services. It also provides voice over Internet protocol telephone services; local, regional, and long-distance calling services; and mobile services, such as data, talk, and text. In addition, the company offers Ethernet, data transport, IP-based virtual private networks, Internet access, and telephony services; hosted telephony services, managed Wi-Fi, managed desktop and server backup, and collaboration services comprising audio and web conferencing; fiber-to-the-tower services to wireless carriers; data services, including wide area networking and dedicated data access, and advanced services comprising wireless mesh networks; and enterprise class telephone services that include traditional multi-line phone service. Further, it provides hosted private branch exchange, technical support, network solutions, security and network access and equipment for SMB customers, and international calling and toll-free numbers services. Additionally, the company offers audience-based and multiscreen advertising solutions; news programming services; and data analytics, as well as operates news channels under the News 12 Networks and i24NEWS names. Altice USA, Inc. was incorporated in 2015 and is headquartered in Long Island City, New York.

This dataset contains financial data for the top 1000 U.S. companies as ranked by Fortune magazine in 2023. The dataset includes key financial metrics for each company, such as revenue, profit, market value, and number of employees. These metrics provide insights into the financial performance and scale of some of the largest companies in the United States, across various industries.

Columns: Company: The name of the Fortune 1000 company. Industry: The industry classification for each company. Revenue: The total revenue of the company in USD. Profit: The total profit of the company in USD. Market Value: The company’s total market value in USD. Employees: The total number of employees working for the company. Potential Uses This dataset can be used for a wide variety of financial and business analyses, such as:

Exploring revenue and profit trends across industries. Analyzing company size in terms of employees and market value. Investigating correlations between revenue, profit, and market value. Comparing financial performance across different sectors of the U.S. economy.

Source The data is sourced from publicly available financial records and rankings as published by Fortune magazine.

This statistic shows the net income of Merck and Co. from 2006 to 2024. Merck & Co. is one of the largest pharmaceutical companies in the world. The company is headquartered in Whitehouse Station, New Jersey. In 2024, the company's net income reached a record-high of over 17 billion U.S. dollars, the highest amount in the provided period.

The Company Research Services industry is composed of businesses that conduct research on management teams, strategic developments and the financial operations of companies in the private and public sectors. Company research services are predominantly catered toward financial institutions, such as asset managers, bankers, equity traders and sales departments. As a result, demand for company research services is tied to corporate profit and research budget levels. For much of the past five years, growth in both corporate profit and the number of businesses in the United States have fueled industry growth. Uncertainty in financial markets can also drive new demand for research services, as companies seek out additional information before making investments in the business environment. Consequently, industry revenue is projected to expand at a CAGR of 2.2% to $2.1 billion over the five years to 2023. Meanwhile, as corporate profit has increased, industry companies have been able to increase prices, supporting their own profit growth.While the past five years have overall been positive for the Company Research Services industry, industry operations were briefly disrupted in 2020 when the COVID-19 pandemic halted the US economy. Stringent safety restrictions and massive uncertainty caused corporate profit to fall, as many companies had to limit capital expenditures to avoid bankruptcy. Uncertainty fell as the pandemic passed in 2021, leading to higher spending from downstream markets. After a bumpy 2022 due to economic uncertainty, growth is expected to resume in 2023, with revenue expected to rise an estimated 3.1% in the year.The industry is expected to see continued strength over the five years to 2028. The industry is expected to benefit from growing demand from the finance and insurance industries, which account for the largest share of revenue. In particular, heightened regulation regarding risk management will prompt companies to invest in company research that will better inform decisions. Marketing services are also expected to expand over the five years to 2028 as companies develop tools to help corporate sales teams expand operations. Overall, industry revenue is expected to rise at an annualized rate of 1.8% to $2.3 billion over the five years to 2028.

Net-Income-Applicable-To-Common-Shares Time Series for Cantaloupe Inc. Cantaloupe, Inc., a digital payments and software services company, provides technology solutions for the self-service commerce market. The company offers a suite of solutions, including micro-payment processing, self-checkout kiosks, mobile ordering, connected point-of-sale (POS) systems, and enterprise cloud software. It also provides G11 cashless and pulse kits that are 4G LTE digital payment devices for payment and consumer engagement applications; G11 chip kit, a digital reader that accepts contact EMV and contactless EMV payment methods; Engage series comprising Engage, Engage Combo, and Engage Plus, which are digital touchscreen devices that offer networking, security, and interactivity payment methods; and P series, which are card touchscreen card readers that include P66, P100, P100Pro, and P30. In addition, the company offers self-checkout kiosks, smart store concepts, and the Cantaloupe Go management platform comprising Go Mini, Go MiniX, Go Plus100, Go Plus200, Go Plus300, Go Max, Cooler Cafe, Smart Store Go Micro kiosk, and Cantaloupe Smart Aisle. Further, it provides the Seed platform, a cloud-based asset management and optimization solution; remote price change, an add-on software service within the Seed platform; Cantaloupe Go portal, a robust cloud-based platform; Seed API, an API web service; and additional services, such as Cantaloupe Go consumer mobile app loyalty programs, campus card integrations, digital ad-management, and data warehouse services. Additionally, the company offers professional, network infrastructure, card processing, and customer/consumer services. Cantaloupe, Inc. was formerly known as USA Technologies, Inc. The company was incorporated in 1992 and is headquartered in Malvern, Pennsylvania.

Iberdrola was the renewable energy company with the highest net income worldwide as of March 2025, reaching a trailing 12-month net income of *** billion U.S. dollars. NextEra Energy followed with a net income of *** billion U.S. dollars.