100+ datasets found
  1. Largest Companies in USA

    • kaggle.com
    Updated Mar 2, 2024
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    SanjanaPatil (2024). Largest Companies in USA [Dataset]. https://www.kaggle.com/datasets/sanjanapatil7/largest-companies-in-usa-by-revenue
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Mar 2, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    SanjanaPatil
    License

    Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
    License information was derived automatically

    Area covered
    United States
    Description

    Overview

    This dataset contains a list of the top 100 companies, ranked by revenue according to Fortune 500. It contains information about the company's revenue in USD, revenue growth percentage, number of employees (as of 2023 or fiscal year 2022), the type of industry the company is and it's headquarters.

    Dataset Structure

    1. Rank - Rank of the Company by Revenue
    2. Name - Name of the Company
    3. Industry - The type of Industry the Company is
    4. Revenue (USD millions) - Revenue generated by the Company in US Dollars in Millions
    5. Revenue Growth - Percentage Revenue Growth of the Company
    6. Employees - Total Number of Employees in the Company
    7. Headquarters - City, State where the Headquarters of the Company is located

    Usage

    This dataset is suitable for performing Exploratory Data Analysis. Potential analysis could include highest revenue generating industries, top companies by revenue, companies/industries displaying maximum revenue growth, revenue per employee analysis.

    Visualization tools such as Matplotlib and Seaborn could be utilized for a more in-depth analysis to create visual representations of the findings.

  2. U.S. 20 largest private companies 2024, by revenue

    • statista.com
    Updated Dec 4, 2024
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    Statista (2024). U.S. 20 largest private companies 2024, by revenue [Dataset]. https://www.statista.com/statistics/549091/largest-private-us-companies-by-revenue/
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    Dataset updated
    Dec 4, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    United States
    Description

    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.

  3. U.S. number of small businesses 2020, by revenue bracket

    • statista.com
    Updated Jul 5, 2024
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    Statista (2024). U.S. number of small businesses 2020, by revenue bracket [Dataset]. https://www.statista.com/statistics/1351792/sales-businesses-total-revenue-us/
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    Dataset updated
    Jul 5, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2020
    Area covered
    United States
    Description

    In 2020, there were 41,977 firms in the United States with sales amounting to less than 5,000 U.S. dollars. Comparatively, there were more than 500,000 firms in the country with sales between 50,000 and 99,999 U.S. dollars.

  4. Top companies in the world by revenue 2024

    • statista.com
    Updated Jun 23, 2025
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    Statista (2025). Top companies in the world by revenue 2024 [Dataset]. https://www.statista.com/statistics/263265/top-companies-in-the-world-by-revenue/
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    Dataset updated
    Jun 23, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    World
    Description

    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.

  5. T

    United States - Total Business Sales

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Feb 18, 2020
    + more versions
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    TRADING ECONOMICS (2020). United States - Total Business Sales [Dataset]. https://tradingeconomics.com/united-states/total-business-sales-mil-of-dollar-fed-data.html
    Explore at:
    excel, csv, xml, jsonAvailable download formats
    Dataset updated
    Feb 18, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    United States
    Description

    United States - Total Business Sales was 1733841.00000 Mil. of $ in February of 2025, according to the United States Federal Reserve. Historically, United States - Total Business Sales reached a record high of 1974148.00000 in December of 2024 and a record low of 478951.00000 in January of 1992. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Total Business Sales - last updated from the United States Federal Reserve on September of 2025.

  6. F

    Total Business Sales

    • fred.stlouisfed.org
    json
    Updated Sep 16, 2025
    + more versions
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    (2025). Total Business Sales [Dataset]. https://fred.stlouisfed.org/series/TOTBUSSMSA
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Sep 16, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Total Business Sales (TOTBUSSMSA) from Jan 1992 to Jul 2025 about business, sales, and USA.

  7. U.S. top companies in Georgia 2021, by revenue

    • statista.com
    Updated Jul 11, 2025
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    Statista (2025). U.S. top companies in Georgia 2021, by revenue [Dataset]. https://www.statista.com/statistics/315863/georgia-s-top-companies-by-revenue/
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    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2021
    Area covered
    United States
    Description

    In 2021, the leading publicly traded company with headquarters in Georgia was Home Depot. That year, the home improvement retailer brought in a revenue of ****** billion U.S. dollars. Following Home Depot was United Parcel Services, which brought in a revenue of ***** billion U.S. dollars.

  8. y

    US Selected Services Total Revenue QoQ

    • ycharts.com
    html
    Updated Sep 12, 2025
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    Census Bureau (2025). US Selected Services Total Revenue QoQ [Dataset]. https://ycharts.com/indicators/us_selected_services_total_revenue_qoq
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    htmlAvailable download formats
    Dataset updated
    Sep 12, 2025
    Dataset provided by
    YCharts
    Authors
    Census Bureau
    License

    https://www.ycharts.com/termshttps://www.ycharts.com/terms

    Time period covered
    Jun 30, 2013 - Jun 30, 2025
    Area covered
    United States
    Variables measured
    US Selected Services Total Revenue QoQ
    Description

    View quarterly updates and historical trends for US Selected Services Total Revenue QoQ. from United States. Source: Census Bureau. Track economic data wi…

  9. F

    Business Expectations: Sales Revenue Growth

    • fred.stlouisfed.org
    json
    Updated Aug 27, 2025
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    (2025). Business Expectations: Sales Revenue Growth [Dataset]. https://fred.stlouisfed.org/series/ATLSBUSRGEP
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Aug 27, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Business Expectations: Sales Revenue Growth (ATLSBUSRGEP) from Dec 2016 to Aug 2025 about growth, revenue, projection, business, sales, indexes, and USA.

  10. F

    Revenue from Businesses for Cable and Other Subscription Programming,...

    • fred.stlouisfed.org
    json
    Updated Sep 12, 2025
    + more versions
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    (2025). Revenue from Businesses for Cable and Other Subscription Programming, Establishments Subject to Federal Income Tax [Dataset]. https://fred.stlouisfed.org/series/BUS5152TAXABL144QNSA
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Sep 12, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Revenue from Businesses for Cable and Other Subscription Programming, Establishments Subject to Federal Income Tax (BUS5152TAXABL144QNSA) from Q3 2006 to Q2 2025 about revenue, establishments, tax, federal, business, income, and USA.

  11. Annual Business Survey (ABS), United States

    • icpsr.umich.edu
    Updated Nov 18, 2021
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    Inter-university Consortium for Political and Social Research [distributor] (2021). Annual Business Survey (ABS), United States [Dataset]. https://www.icpsr.umich.edu/web/NADAC/studies/38267
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    Dataset updated
    Nov 18, 2021
    Dataset provided by
    Inter-university Consortium for Political and Social Researchhttps://www.icpsr.umich.edu/web/pages/
    License

    https://www.icpsr.umich.edu/web/ICPSR/studies/38267/termshttps://www.icpsr.umich.edu/web/ICPSR/studies/38267/terms

    Area covered
    United States
    Description

    The Annual Business Survey (ABS) is conducted jointly by the U.S. Census Bureau and the National Center for Science and Engineering Statistics within the National Science Foundation. It provides information on selected economic and demographic characteristics for businesses and business owners by sex, ethnicity, race, and veteran status. The ABS can be used to examine demographic characteristics of U.S. business-owners in arts-related sectors such as arts, entertainment, and recreation; information services; professional, scientific, and technical services; educational services; manufacturing; and retail trade. The 2022 ABS data tables include tables on design activities (tables 62-65), which encompass arts, entertainment, and recreation industries. These tables can be freely viewed and downloaded from the NCSES website: Table 62: Companies with design activities, by industry: 2021 Table 63: Companies with design activities, by company size: 2021 Table 64: Companies that provided resources for design activities, by industry: 2021 Table 65: Companies that provided resources for design activities, by company size: 2021

  12. T

    United States - Revenue from Businesses for Data Processing, Hosting, and...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Nov 25, 2020
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    TRADING ECONOMICS (2020). United States - Revenue from Businesses for Data Processing, Hosting, and Related Services, Establishments Subject to Federal Income Tax [Dataset]. https://tradingeconomics.com/united-states/revenues-from-business-for-data-processing-hosting-and-related-services-establishments-subject-to-federal-income-tax-fed-data.html
    Explore at:
    json, xml, csv, excelAvailable download formats
    Dataset updated
    Nov 25, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    United States
    Description

    United States - Revenue from Businesses for Data Processing, Hosting, and Related Services, Establishments Subject to Federal Income Tax was 45100.00000 Mil. of $ in July of 2019, according to the United States Federal Reserve. Historically, United States - Revenue from Businesses for Data Processing, Hosting, and Related Services, Establishments Subject to Federal Income Tax reached a record high of 45100.00000 in July of 2019 and a record low of 12005.00000 in January of 2004. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Revenue from Businesses for Data Processing, Hosting, and Related Services, Establishments Subject to Federal Income Tax - last updated from the United States Federal Reserve on September of 2025.

  13. Revenue of the leading direct selling companies in the United States in 2024...

    • statista.com
    Updated Jul 22, 2025
    + more versions
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    Statista (2025). Revenue of the leading direct selling companies in the United States in 2024 [Dataset]. https://www.statista.com/statistics/917890/revenue-leading-direct-sales-companies-us/
    Explore at:
    Dataset updated
    Jul 22, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    United States
    Description

    This statistic depicts the revenue of the leading direct sales companies in the United States in 2024. In that year, Amway was once again the leading direct selling company in the United States with global revenues amounting to *********** U.S. dollars.

  14. d

    85M Companies | Hierarchies | Funding | Global POI

    • datarade.ai
    .json, .csv
    Updated Jul 10, 2021
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    RampedUp Global Data Solutions (2021). 85M Companies | Hierarchies | Funding | Global POI [Dataset]. https://datarade.ai/data-products/50-million-global-company-database-parent-branch-associat-rampedup-global-data-solutions
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Jul 10, 2021
    Dataset authored and provided by
    RampedUp Global Data Solutions
    Area covered
    Somalia, Belgium, Palestine, Algeria, Philippines, Nicaragua, Panama, Sint Eustatius and Saba, French Polynesia, Mali
    Description

    Company Intelligence Name and Websites - Company Website and Alternative Domains.
    Address - Standardized headquarter Address, City, Region, Zip Code, and Country LAT / LONG - Used for Geo Location Locations - Additional office locations of the business Phone - Standardized headquarter phone with country code Social Profiles - LinkedIn, CrunchBase, Facebook, Twitter, Yelp, Instagram Type - Headquarters, Branch, Local Only Description - detailed overview of the company business model and pursuit. Industry - Standardized Industries to segment companies by their most notable contributions Sector - 20 industry groupings Specialties - Non industry details shared by the company to better understand what they do SIC Code - 839 industry classifications and their definitions Revenue - Annual revenue from 1M to over 1B Employee - Number of Employees at the company

    Similar Companies - used to identify competitors Funding - for start up data IP Address - from the hosted website Affiliated Companies - company hierarchy

  15. F

    Nonfinancial Corporate Business; Revenue from Sales of Goods and Services,...

    • fred.stlouisfed.org
    json
    Updated Jun 12, 2025
    + more versions
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    (2025). Nonfinancial Corporate Business; Revenue from Sales of Goods and Services, Excluding Indirect Sales Taxes (FSIs), Transactions [Dataset]. https://fred.stlouisfed.org/series/BOGZ1FA106030005A
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Jun 12, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Nonfinancial Corporate Business; Revenue from Sales of Goods and Services, Excluding Indirect Sales Taxes (FSIs), Transactions (BOGZ1FA106030005A) from 1946 to 2024 about sales taxes, revenue, transactions, nonfinancial, tax, business, sales, services, goods, and USA.

  16. U.S. top companies in Florida 2021, by revenue

    • statista.com
    Updated Jul 7, 2025
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    Statista (2025). U.S. top companies in Florida 2021, by revenue [Dataset]. https://www.statista.com/statistics/315271/florida-s-top-companies-by-revenue/
    Explore at:
    Dataset updated
    Jul 7, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2021
    Area covered
    United States
    Description

    In 2021, the leading publicly traded company headquartered in Florida was Publix Super Markets. That year, they had a revenue of **** billion U.S. dollars. Following Publix Super Markets was Jabil, which had a revenue of ***** billion U.S. dollars.

  17. Company Research Services in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Jun 15, 2025
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    IBISWorld (2025). Company Research Services in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/company-research-services-industry/
    Explore at:
    Dataset updated
    Jun 15, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Description

    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.

  18. T

    United States - Revenue from Businesses for Data Processing, Hosting, and...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Oct 14, 2020
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    TRADING ECONOMICS (2020). United States - Revenue from Businesses for Data Processing, Hosting, and Related Services, Establishments Subject to Federal Income Tax [Dataset]. https://tradingeconomics.com/united-states/revenues-from-business-for-data-processing-hosting-and-related-services-establishments-subject-to-federal-income-tax-percent-change-fed-data.html
    Explore at:
    excel, xml, json, csvAvailable download formats
    Dataset updated
    Oct 14, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    United States
    Description

    United States - Revenue from Businesses for Data Processing, Hosting, and Related Services, Establishments Subject to Federal Income Tax was 6.00000 % Chg. in April of 2018, according to the United States Federal Reserve. Historically, United States - Revenue from Businesses for Data Processing, Hosting, and Related Services, Establishments Subject to Federal Income Tax reached a record high of 7.70000 in April of 2008 and a record low of -8.50000 in January of 2004. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Revenue from Businesses for Data Processing, Hosting, and Related Services, Establishments Subject to Federal Income Tax - last updated from the United States Federal Reserve on September of 2025.

  19. U

    United States Business Expectations: Sales Revenue Growth: Unsmoothed

    • ceicdata.com
    Updated Feb 15, 2025
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    CEICdata.com (2025). United States Business Expectations: Sales Revenue Growth: Unsmoothed [Dataset]. https://www.ceicdata.com/en/united-states/business-uncertainty-index/business-expectations-sales-revenue-growth-unsmoothed
    Explore at:
    Dataset updated
    Feb 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Oct 1, 2019 - Sep 1, 2020
    Area covered
    United States
    Variables measured
    Economic Outlook Survey
    Description

    United States Business Expectations: Sales Revenue Growth: Unsmoothed data was reported at 0.025 % in Sep 2020. This records an increase from the previous number of 0.010 % for Aug 2020. United States Business Expectations: Sales Revenue Growth: Unsmoothed data is updated monthly, averaging 0.042 % from Sep 2016 (Median) to Sep 2020, with 49 observations. The data reached an all-time high of 0.060 % in Jul 2018 and a record low of -0.028 % in Apr 2020. United States Business Expectations: Sales Revenue Growth: Unsmoothed data remains active status in CEIC and is reported by Federal Reserve Bank of Atlanta. The data is categorized under Global Database’s United States – Table US.S018: Business Uncertainty Index.

  20. T

    United States - Revenue from Businesses for Software Publishers,...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Aug 30, 2020
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    TRADING ECONOMICS (2020). United States - Revenue from Businesses for Software Publishers, Establishments Subject to Federal Income Tax [Dataset]. https://tradingeconomics.com/united-states/revenues-from-business-for-software-publishers-establishments-subject-to-federal-income-tax-percent-change-fed-data.html
    Explore at:
    csv, json, xml, excelAvailable download formats
    Dataset updated
    Aug 30, 2020
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 1976 - Dec 31, 2025
    Area covered
    United States
    Description

    United States - Revenue from Businesses for Software Publishers, Establishments Subject to Federal Income Tax was 3.70000 % Chg. in January of 2025, according to the United States Federal Reserve. Historically, United States - Revenue from Businesses for Software Publishers, Establishments Subject to Federal Income Tax reached a record high of 25.70000 in October of 2015 and a record low of -17.60000 in January of 2014. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Revenue from Businesses for Software Publishers, Establishments Subject to Federal Income Tax - last updated from the United States Federal Reserve on September of 2025.

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Link copied
Close
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SanjanaPatil (2024). Largest Companies in USA [Dataset]. https://www.kaggle.com/datasets/sanjanapatil7/largest-companies-in-usa-by-revenue
Organization logo

Largest Companies in USA

List of Top 100 Companies by Revenue in USA (2023)

Explore at:
6 scholarly articles cite this dataset (View in Google Scholar)
CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
Dataset updated
Mar 2, 2024
Dataset provided by
Kagglehttp://kaggle.com/
Authors
SanjanaPatil
License

Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
License information was derived automatically

Area covered
United States
Description

Overview

This dataset contains a list of the top 100 companies, ranked by revenue according to Fortune 500. It contains information about the company's revenue in USD, revenue growth percentage, number of employees (as of 2023 or fiscal year 2022), the type of industry the company is and it's headquarters.

Dataset Structure

  1. Rank - Rank of the Company by Revenue
  2. Name - Name of the Company
  3. Industry - The type of Industry the Company is
  4. Revenue (USD millions) - Revenue generated by the Company in US Dollars in Millions
  5. Revenue Growth - Percentage Revenue Growth of the Company
  6. Employees - Total Number of Employees in the Company
  7. Headquarters - City, State where the Headquarters of the Company is located

Usage

This dataset is suitable for performing Exploratory Data Analysis. Potential analysis could include highest revenue generating industries, top companies by revenue, companies/industries displaying maximum revenue growth, revenue per employee analysis.

Visualization tools such as Matplotlib and Seaborn could be utilized for a more in-depth analysis to create visual representations of the findings.

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