100+ datasets found
  1. U.S. number of small businesses 2022, by industry

    • statista.com
    • thefarmdosupply.com
    • +1more
    Updated Aug 11, 2025
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    Statista (2025). U.S. number of small businesses 2022, by industry [Dataset]. https://www.statista.com/statistics/257528/number-of-small-businesses-in-the-us-by-industry/
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    Dataset updated
    Aug 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2022
    Area covered
    United States
    Description

    In 2022, there were about **** million small businesses in the professional, scientific, and technical services industry. Of these, ******* had between one and 19 employees in the same industry.

  2. Statistics of U.S. Businesses

    • icpsr.umich.edu
    Updated Aug 31, 2015
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    United States. Bureau of the Census (2015). Statistics of U.S. Businesses [Dataset]. https://www.icpsr.umich.edu/web/NADAC/studies/36278
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    Dataset updated
    Aug 31, 2015
    Dataset provided by
    Inter-university Consortium for Political and Social Researchhttps://www.icpsr.umich.edu/web/pages/
    Authors
    United States. Bureau of the Census
    License

    https://www.icpsr.umich.edu/web/ICPSR/studies/36278/termshttps://www.icpsr.umich.edu/web/ICPSR/studies/36278/terms

    Area covered
    United States
    Description

    The Statistics of U.S. Businesses (SUSB) provides detailed annual data for all U.S. business establishments with paid employees by geography, industry, and enterprise size. This program covers all NAICS industries except crop and animal production; rail transportation; National Postal Service; pension, health, welfare, and vacation funds; trusts, estates, and agency accounts; private households; and public administration. The SUSB also excludes most government employees. Further, SUSB data for years 1988-1997 were tabulated based on the Standard Industrial Classification (SIC) system. The SUSB features several arts-related NAICS industries, including the following: Arts, entertainment, and recreation (NAICS Code 71) Performing arts companies Spectator sports Promoters of performing arts, sports, and similar events Independent artists, writers, and performers Museums, historical sites, and similar institutions Amusement parks and arcades Professional, scientific, and technical services (NAICS Code 54) Architectural services Graphic Design Services Landscape architectural services Photographic services Retail trade (NAICS Code 44-45) Sporting goods, hobby, and musical instrument stores Sewing, needlework, and piece goods stores Book stores Art dealers Also, the SUSB features several arts related SIC industries, including the following: Commercial photography (SIC Code 7335) Commercial art and graphic design (SIC Code 7336) Museums and art galleries (SIC Code 8412) Dance studios, schools, and halls (SIC Code 7911) Theatrical producers and services (SIC Code 7922) Sports clubs, managers, & promoters (SIC Code 7941) Motion Picture Production & Services (SIC Code 7810) Data compiled for the SUSB are extracted from the Business Register (BR). The BR contains continuously updated data from the Census Bureau's economic censuses and currently business surveys, quarterly and annual Federal tax records and other department and federal statistics. SUSB data are available approximately 24 months after each reference year and are available for the United States, each state, and Metropolitan Statistical Areas (MSA). The annual SUSB consist of number of firms, number of establishments, annual payroll, and employment during the week of March 12. In addition, estimated receipts data are included for years ending in 2 and 7. Dynamic data, which are created from the Business Information Tracking Series (BITS), consist of the number of establishments and corresponding employment change for births, deaths, expansions, and contractions. The SUSB is important because it provides the only source of annual, complete, and consistent enterprise-level data for U.S. businesses, with industry detail. Private businesses use the data for market research, strategic business planning, and managing sales territories. State and local governments, as well as, budget, economic development, and planning offices use the data to assess business changes, develop fiscal policies, and plan future policies and programs. In addition, the data are the standard reference source for small business statistics. Users can view the latest SUSB annual data and employment change data on the main SUSB page. For more detailed industry and employment size classes, users can download additional data in comma-delimited format. Annual data are tabulated back to 1988 and employment change data back to 1989-1990. Data users can find news and updates about the SUSB data via the News & Updates section.

  3. Small Business Contact Data | North American Entrepreneurs | Verified...

    • datarade.ai
    Updated Feb 12, 2018
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    Success.ai (2018). Small Business Contact Data | North American Entrepreneurs | Verified Contact Data & Business Details | Best Price Guaranteed [Dataset]. https://datarade.ai/data-products/small-business-contact-data-north-american-entrepreneurs-success-ai
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    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset updated
    Feb 12, 2018
    Dataset provided by
    Area covered
    Nicaragua, Guatemala, Belize, Bermuda, Mexico, Canada, Greenland, El Salvador, Saint Pierre and Miquelon, Honduras
    Description

    Success.ai delivers comprehensive access to Small Business Contact Data, tailored to connect you with North American entrepreneurs and small business leaders. Our extensive database includes verified profiles of over 170 million professionals, ensuring direct access to decision-makers in various industries. With AI-validated accuracy, continuously updated datasets, and a focus on compliance, Success.ai empowers businesses to enhance their marketing, sales, and recruitment efforts while staying ahead in a competitive market.

    Key Features of Success.ai's Small Business Contact Data:

    Extensive Coverage: Access profiles for small business owners and entrepreneurs across the United States, Canada, and Mexico. Our database spans multiple industries, from retail to technology, providing diverse business insights.

    Verified Contact Details: Each profile includes work emails, phone numbers, and firmographic data, enabling precise and effective outreach.

    Industry-Specific Data: Target key sectors such as e-commerce, professional services, healthcare, manufacturing, and more, with tailored datasets designed to meet your specific business needs.

    Real-Time Updates: Continuously updated to maintain a 99% accuracy rate, our data ensures that your campaigns are always backed by the most current information.

    Ethical and Compliant: Fully compliant with GDPR and other global data protection regulations, ensuring ethical use of all contact data.

    Why Choose Success.ai for Small Business Contact Data?

    Best Price Guarantee: Enjoy the most competitive pricing in the market, delivering exceptional value for comprehensive and verified contact data.

    AI-Validated Accuracy: Our advanced AI systems meticulously validate every data point to deliver unmatched reliability and precision.

    Customizable Data Solutions: From hyper-targeted regional datasets to comprehensive industry-wide insights, we tailor our offerings to meet your exact requirements.

    Scalable Access: Whether you're a startup or an enterprise, our solutions are designed to scale with your business needs.

    Comprehensive Use Cases for Small Business Contact Data:

    1. Targeted Marketing Campaigns:

    Refine your marketing strategy by leveraging verified contact details for small business owners. Execute highly personalized email, phone, and multi-channel campaigns with precision.

    1. Sales Prospecting:

    Identify and connect with decision-makers in key industries. Use detailed profiles to enhance your sales outreach, close deals faster, and build long-term client relationships.

    1. Recruitment and Talent Acquisition:

    Discover small business leaders and key players in specific industries to strengthen your recruitment pipeline. Access up-to-date profiles for sourcing top talent.

    1. Market Research:

    Gain insights into small business trends, operational challenges, and industry benchmarks. Leverage this data for competitive analysis and market positioning.

    1. Local Business Engagement:

    Foster partnerships with small businesses by identifying community leaders and entrepreneurial influencers in your target regions.

    APIs to Enhance Your Campaigns:

    Enrichment API: Integrate real-time updates into your CRM and marketing systems to maintain accurate and actionable contact data. Perfect for businesses looking to improve lead quality.

    Lead Generation API: Maximize your lead generation efforts with access to verified contact details, including emails and phone numbers. Tailored for precise targeting of small business decision-makers.

    Tailored Solutions for Diverse Needs:

    Marketing Agencies: Create targeted campaigns with verified data for small business owners across diverse sectors.

    Sales Teams: Drive revenue growth with detailed profiles and direct access to decision-makers.

    Recruiters: Build a talent pipeline with current and verified data on small business leaders and professionals.

    Consultants: Provide data-driven recommendations to clients by leveraging detailed small business insights.

    What Sets Success.ai Apart?

    170M+ Profiles: Access a vast and detailed database of small business owners and entrepreneurs.

    Global Standards Compliance: Rest assured knowing all data is ethically sourced and compliant with global privacy regulations.

    Flexible Integration: Seamlessly integrate data into your existing workflows with customizable delivery options.

    Dedicated Support: Our team of experts is always available to ensure you maximize the value of our solutions.

    Empower Your Outreach with Success.ai:

    Success.ai’s Small Business Contact Data is your gateway to building meaningful connections with North American entrepreneurs. Whether you're driving targeted marketing campaigns, enhancing sales prospecting, or conducting in-depth market research, our verified datasets provide the tools you need to succeed.

    Get started with Success.ai today and unlock the potential of verified Small Business ...

  4. Number of small and medium-sized enterprises in the United States 2014-2029

    • statista.com
    Updated Jul 3, 2024
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    Statista Research Department (2024). Number of small and medium-sized enterprises in the United States 2014-2029 [Dataset]. https://www.statista.com/topics/7702/coronavirus-impact-on-small-business-in-the-us/
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    Dataset updated
    Jul 3, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    United States
    Description

    The number of small and medium-sized enterprises in the United States was forecast to continuously decrease between 2024 and 2029 by in total 6.7 thousand enterprises (-2.24 percent). After the fourteenth consecutive decreasing year, the number is estimated to reach 291.94 thousand enterprises and therefore a new minimum in 2029. According to the OECD an enterprise is defined as the smallest combination of legal units, which is an organisational unit producing services or goods, that benefits from a degree of autonomy with regards to the allocation of resources and decision making. Shown here are small and medium-sized enterprises, which are defined as companies with 1-249 employees.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in more than 150 countries and regions worldwide. All input data are sourced from international institutions, national statistical offices, and trade associations. All data has been are processed to generate comparable datasets (see supplementary notes under details for more information).

  5. Business Brokers in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Jul 23, 2025
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    IBISWorld (2025). Business Brokers in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/business-brokers-industry/
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    Dataset updated
    Jul 23, 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

    Business brokers endured significant hardship amid economic headwinds, slumping new deal volumes and the persistent effects of national interest rates on businesses’ acquisition capacity. Despite the higher access to credit, business brokers endured sharp declines, particularly in 2022 and 2023, due to inflationary spikes, rising interest rates and an inconsistent mergers & acquisition (M&A) climate. In contrast to merger and acquisition advisers, business brokers focus on companies valued at less than $2.0 million, often finding the ultimate buyer near the company's location. According to S&P Global, overall transaction values slumped to $1.0 trillion in 2024 from a high of $1.8 trillion in 2021, which limited the range of lucrative contracts available for brokers and bolstered local competition across the small business space. The acceleration of interest rates in 2022 and 2023 to combat inflation also curtailed small businesses’ fiscal flexibility and lowered commission revenue from business transactions for brokers. Revenue fell at a CAGR of 3.3% to an estimated $1.0 billion over the past five years, including an estimated 1.8% boost in 2025 alone. Brokers’ lack of market concentration continues to influence the national landscape. In 2022, 47.6% of all business brokers were nonemploying establishments, which traditionally earn between 5.0% and 10.0% of the ultimate sale price in commission. In recent years, optimism surrounding the business-for-sale market has increased among business brokers; however, the effects of high interest rates and a restrictive borrowing environment remains the biggest barrier to further growth, according to the IBBA. A slowdown in the M&A space, coupled with greater proliferation of DIY alternatives, caused profit to stagnate. Moving forward, the continued uncertainty surrounding interest rates, higher borrowing costs and deceleration in the number of businesses and aggregate private investment is expected to yield slower revenue growth. Nonetheless, the continuity of lower middle market (LMM) transaction demand, coupled with favorable demographic trends, will benefit brokers. A rapidly rising retiree population, as evident by the anticipated 2.4% boost in adults over the age of 65, will generate more business sale opportunities across different geographies. The expansion of technology will allow brokers to expand service efficiency, reducing dependence on manual labor by automating remedial tasks such as data gathering and market research. However, local competitors and the continued presence of DIY alternatives will dampen larger growth. Revenue is expected to grow at a CAGR of 2.0% to an estimated $1.2 billion over the next five years.

  6. U.S. number of business establishments in California 2022, by industry

    • statista.com
    • thefarmdosupply.com
    Updated Jul 11, 2025
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    Statista (2025). U.S. number of business establishments in California 2022, by industry [Dataset]. https://www.statista.com/statistics/304990/california-business-establishments-industry/
    Explore at:
    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2022
    Area covered
    United States
    Description

    This statistic shows the number of business establishments in California in 2022 by industry. In 2022, the professional, scientific, and technical services industry had the greatest number of business establishments, with ******* registered in the state that year.

  7. D

    Small Business Phone Systems Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Small Business Phone Systems Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-small-business-phone-systems-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Small Business Phone Systems Market Outlook



    The global market size for small business phone systems was valued at approximately USD 5.2 billion in 2023 and is projected to reach around USD 9.8 billion by 2032, reflecting a compound annual growth rate (CAGR) of 7.2% during the forecast period. Several growth factors are driving this market, including technological advancements, the increasing need for seamless communication in small to medium-sized enterprises (SMEs), and the growing adoption of cloud-based solutions.



    One of the primary growth factors driving the small business phone systems market is the increasing digital transformation initiatives across various industries. Small businesses are increasingly adopting advanced communication tools to streamline operations, enhance customer service, and improve collaboration among employees. These systems offer features such as voicemail, call forwarding, conferencing, and integration with customer relationship management (CRM) software, making them essential for modern business operations. Additionally, the rise in remote working trends has further propelled the demand for efficient and versatile phone systems that support a distributed workforce.



    Another significant factor contributing to the market's growth is the cost-efficiency and scalability of modern phone systems. VoIP (Voice over Internet Protocol) and cloud-based phone systems, in particular, are becoming popular among small businesses due to their lower installation and maintenance costs compared to traditional phone systems. These systems also offer the flexibility to scale operations up or down based on business needs, making them ideal for growing enterprises. Moreover, the integration of advanced features such as artificial intelligence (AI) for automated customer service and analytics is enhancing the functionality and value proposition of these systems.



    The increasing importance of customer experience and engagement is also fostering the adoption of advanced phone systems among small businesses. In competitive markets, providing excellent customer service can be a key differentiator, and modern phone systems enable businesses to manage customer interactions more effectively. Features like call routing, automated attendants, and real-time analytics help businesses respond to customer inquiries promptly and efficiently. Furthermore, the ability to integrate phone systems with other business applications, such as CRM and help desk software, allows for a more holistic approach to customer management.



    From a regional perspective, North America holds a significant share of the small business phone systems market, driven by high adoption rates of advanced communication technologies and a strong presence of key market players. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period. This growth can be attributed to the increasing number of small and medium-sized enterprises in countries like China and India, coupled with rising investments in IT infrastructure and digital technologies. Additionally, government initiatives to promote digitalization and support small businesses are likely to further boost market growth in this region.



    As small businesses continue to embrace digital transformation, the role of Business Phone Number Apps becomes increasingly significant. These apps provide businesses with the flexibility to manage communication on the go, allowing employees to stay connected with clients and colleagues from anywhere. Business Phone Number Apps often integrate seamlessly with existing phone systems, offering features such as call forwarding, voicemail, and messaging, which are essential for maintaining professional communication standards. Additionally, these apps can be particularly beneficial for remote teams, as they enable consistent communication without the need for physical office infrastructure. By leveraging Business Phone Number Apps, small businesses can enhance their operational efficiency, improve customer service, and adapt to the evolving demands of the modern workplace.



    Product Type Analysis



    The small business phone systems market is segmented by product type into VoIP Phone Systems, PBX Phone Systems, Key System Units, and Hybrid Phone Systems. VoIP Phone Systems are rapidly gaining popularity due to their cost-effectiveness and advanced features. These systems use the internet to transmit voice calls, eliminating the need for traditional phone line

  8. U

    United States US: BERD Financed: Business Sector

    • ceicdata.com
    Updated Mar 15, 2023
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    CEICdata.com (2023). United States US: BERD Financed: Business Sector [Dataset]. https://www.ceicdata.com/en/united-states/business-enterprise-investment-on-research-and-development-oecd-member-annual/us-berd-financed-business-sector
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    Dataset updated
    Mar 15, 2023
    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
    Dec 1, 2011 - Dec 1, 2022
    Area covered
    United States
    Description

    United States US: BERD Financed: Business Sector data was reported at 87.582 % in 2022. This records an increase from the previous number of 87.277 % for 2021. United States US: BERD Financed: Business Sector data is updated yearly, averaging 84.710 % from Dec 1981 (Median) to 2022, with 42 observations. The data reached an all-time high of 91.635 % in 2001 and a record low of 68.104 % in 1987. United States US: BERD Financed: Business Sector data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s United States – Table US.OECD.MSTI: Business Enterprise Investment on Research and Development: OECD Member: Annual.

    For the United States, from 2021 onwards, changes to the US BERD survey questionnaire allowed for more exhaustive identification of acquisition costs for ‘identifiable intangible assets’ used for R&D. This has resulted in a substantial increase in reported R&D capital expenditure within BERD. In the business sector, the funds from the rest of the world previously included in the business-financed BERD, are available separately from 2008. From 2006 onwards, GOVERD includes state government intramural performance (most of which being financed by the federal government and state government own funds). From 2016 onwards, PNPERD data are based on a new R&D performer survey. In the higher education sector all fields of SSH are included from 2003 onwards.

    Following a survey of federally-funded research and development centers (FFRDCs) in 2005, it was concluded that FFRDC R&D belongs in the government sector - rather than the sector of the FFRDC administrator, as had been reported in the past. R&D expenditures by FFRDCs were reclassified from the other three R&D performing sectors to the Government sector; previously published data were revised accordingly. Between 2003 and 2004, the method used to classify data by industry has been revised. This particularly affects the ISIC category “wholesale trade” and consequently the BERD for total services.

    U.S. R&D data are generally comparable, but there are some areas of underestimation:

    1. i) Up to 2008, Government sector R&D performance covers only federal government activities. That by State and local government establishments is excluded;
    2. ii) Except for the Government and the Business Enterprise sectors, the R&D data exclude most capital expenditures. For the Business Enterprise sector, depreciation is reported in place of gross capital expenditures up to 2014. Higher education (and national total) data were revised back to 1998 due to an improved methodology that corrects for double-counting of R&D funds passed between institutions.

    Breakdown by type of R&D (basic research, applied research, etc.) was also revised back to 1998 in the business enterprise and higher education sectors due to improved estimation procedures.

    The methodology for estimating researchers was changed as of 1985. In the Government, Higher Education and PNP sectors the data since then refer to employed doctoral scientists and engineers who report their primary work activity as research, development or the management of R&D, plus, for the Higher Education sector, the number of full-time equivalent graduate students with research assistantships averaging an estimated 50 % of their time engaged in R&D activities. As of 1985 researchers in the Government sector exclude military personnel. As of 1987, Higher education R&D personnel also include those who report their primary work activity as design.

    Due to lack of official data for the different employment sectors, the total researchers figure is an OECD estimate up to 2019. Comprehensive reporting of R&D personnel statistics by the United States has resumed with records available since 2020, reflecting the addition of official figures for the number of researchers and total R&D personnel for the higher education sector and the Private non-profit sector; as well as the number of researchers for the government sector. The new data revise downwards previous OECD estimates as the OECD extrapolation methods drawing on historical US data, required to produce a consistent OECD aggregate, appear to have previously overestimated the growth in the number of researchers in the higher education sector.

    Pre-production development is excluded from Defence GBARD (in accordance with the Frascati Manual) as of 2000. 2009 GBARD data also includes the one time incremental R&D funding legislated in the American Recovery and Reinvestment Act of 2009. Beginning with the 2000 GBARD data, budgets for capital expenditure – “R&D plant” in national terminology - are included. GBARD data for earlier years relate to budgets for current costs only.

  9. Small Business Contact Data | North American Small Business Owners |...

    • datarade.ai
    Updated Oct 27, 2021
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    Success.ai (2021). Small Business Contact Data | North American Small Business Owners | Verified Contact Details from 170M Profiles | Best Price Guaranteed [Dataset]. https://datarade.ai/data-products/small-business-contact-data-north-american-small-business-o-success-ai
    Explore at:
    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset updated
    Oct 27, 2021
    Dataset provided by
    Area covered
    Mexico, Panama, Bermuda, Greenland, United States of America, Honduras, Guatemala, Saint Pierre and Miquelon, Costa Rica, Belize
    Description

    Access B2B Contact Data for North American Small Business Owners with Success.ai—your go-to provider for verified, high-quality business datasets. This dataset is tailored for businesses, agencies, and professionals seeking direct access to decision-makers within the small business ecosystem across North America. With over 170 million professional profiles, it’s an unparalleled resource for powering your marketing, sales, and lead generation efforts.

    Key Features of the Dataset:

    Verified Contact Details

    Includes accurate and up-to-date email addresses and phone numbers to ensure you reach your targets reliably.

    AI-validated for 99% accuracy, eliminating errors and reducing wasted efforts.

    Detailed Professional Insights

    Comprehensive data points include job titles, skills, work experience, and education to enable precise segmentation and targeting.

    Enriched with insights into decision-making roles, helping you connect directly with small business owners, CEOs, and other key stakeholders.

    Business-Specific Information

    Covers essential details such as industry, company size, location, and more, enabling you to tailor your campaigns effectively. Ideal for profiling and understanding the unique needs of small businesses.

    Continuously Updated Data

    Our dataset is maintained and updated regularly to ensure relevance and accuracy in fast-changing market conditions. New business contacts are added frequently, helping you stay ahead of the competition.

    Why Choose Success.ai?

    At Success.ai, we understand the critical importance of high-quality data for your business success. Here’s why our dataset stands out:

    Tailored for Small Business Engagement Focused specifically on North American small business owners, this dataset is an invaluable resource for building relationships with SMEs (Small and Medium Enterprises). Whether you’re targeting startups, local businesses, or established small enterprises, our dataset has you covered.

    Comprehensive Coverage Across North America Spanning the United States, Canada, and Mexico, our dataset ensures wide-reaching access to verified small business contacts in the region.

    Categories Tailored to Your Needs Includes highly relevant categories such as Small Business Contact Data, CEO Contact Data, B2B Contact Data, and Email Address Data to match your marketing and sales strategies.

    Customizable and Flexible Choose from a wide range of filtering options to create datasets that meet your exact specifications, including filtering by industry, company size, geographic location, and more.

    Best Price Guaranteed We pride ourselves on offering the most competitive rates without compromising on quality. When you partner with Success.ai, you receive superior data at the best value.

    Seamless Integration Delivered in formats that integrate effortlessly with your CRM, marketing automation, or sales platforms, so you can start acting on the data immediately.

    Use Cases: This dataset empowers you to:

    Drive Sales Growth: Build and refine your sales pipeline by connecting directly with decision-makers in small businesses. Optimize Marketing Campaigns: Launch highly targeted email and phone outreach campaigns with verified contact data. Expand Your Network: Leverage the dataset to build relationships with small business owners and other key figures within the B2B landscape. Improve Data Accuracy: Enhance your existing databases with verified, enriched contact information, reducing bounce rates and increasing ROI. Industries Served: Whether you're in B2B SaaS, digital marketing, consulting, or any field requiring accurate and targeted contact data, this dataset serves industries of all kinds. It is especially useful for professionals focused on:

    Lead Generation Business Development Market Research Sales Outreach Customer Acquisition What’s Included in the Dataset: Each profile provides:

    Full Name Verified Email Address Phone Number (where available) Job Title Company Name Industry Company Size Location Skills and Professional Experience Education Background With over 170 million profiles, you can tap into a wealth of opportunities to expand your reach and grow your business.

    Why High-Quality Contact Data Matters: Accurate, verified contact data is the foundation of any successful B2B strategy. Reaching small business owners and decision-makers directly ensures your message lands where it matters most, reducing costs and improving the effectiveness of your campaigns. By choosing Success.ai, you ensure that every contact in your pipeline is a genuine opportunity.

    Partner with Success.ai for Better Data, Better Results: Success.ai is committed to delivering premium-quality B2B data solutions at scale. With our small business owner dataset, you can unlock the potential of North America's dynamic small business market.

    Get Started Today Request a sample or customize your dataset to fit your unique...

  10. E

    Outsourcing Statistics 2024 – By Country, Industry, Reasons, Benefits And...

    • enterpriseappstoday.com
    Updated Feb 29, 2024
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    EnterpriseAppsToday (2024). Outsourcing Statistics 2024 – By Country, Industry, Reasons, Benefits And Facts [Dataset]. https://www.enterpriseappstoday.com/stats/outsourcing-statistics.html
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    Dataset updated
    Feb 29, 2024
    Dataset authored and provided by
    EnterpriseAppsToday
    License

    https://www.enterpriseappstoday.com/privacy-policyhttps://www.enterpriseappstoday.com/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    Global
    Description

    Outsourcing Statistics: In today's global economy, outsourcing plays a pivotal role in business operations, offering companies cost-effective solutions and access to specialized expertise. Recent statistics shed light on the widespread adoption and impact of outsourcing. According to data from Statista, the global outsourcing market was valued at USD 92.5 billion in 2021, with a projected growth rate of 5.84% from 2022 to 2028. Furthermore, a report by Deloitte revealed that 59% of companies outsource to cut costs, while 57% outsource to focus on core business functions. These figures underscore the significant role outsourcing plays in modern business strategies, driving efficiency and enabling organizations to stay competitive in a rapidly evolving landscape. As we delve deeper into outsourcing statistics, it becomes evident that its influence extends across industries and geographies, shaping the way businesses operate and thrive in today's interconnected world. Editor’s Choice The global spending on outsourcing surged to approximately USD 731 billion in 2023, reflecting its significant economic impact and widespread adoption across industries. An overwhelming 92% of G2000 companies leverage IT outsourcing services, emphasizing the prevalent reliance on outsourcing to meet technological needs. Business process outsourcing contributes significantly to the Philippines' economy, accounting for 9% of its GDP, highlighting the country's pivotal role in the outsourcing landscape. Approximately 37% of small businesses outsource at least one business process, demonstrating the accessibility and benefits of outsourcing for organizations of varying sizes. China's services outsourcing industry witnesses a substantial influx of over one million new employees annually, indicating the sector's robust growth and employment opportunities. The global outsourcing industry was valued at USD 620.381 billion in 2020 and is projected to reach USD 904.948 billion by 2027, showcasing its continuous expansion and market potential. India, known as the "Outsourcing Capital of the World," excels in various outsourcing domains, including IT services, software development, customer support, and back-office operations, leveraging its abundant talent pool and technological expertise. Southeast Asian countries like Malaysia, Vietnam, and Thailand specialize in IT outsourcing, business support functions, and digital marketing, offering competitive solutions to global businesses. The US market dominates the global outsourcing business, generating USD 62 billion of the total international income from the industry, underscoring its significance in the global outsourcing landscape. Information technology remains the most outsourced industry, with 37% of IT operations being outsourced, highlighting the sector's reliance on outsourcing for specialized services and expertise. The outsourcing industry is anticipated to witness a compound annual growth rate of 4% between 2021 and 2025, indicating steady expansion and opportunities for market players. Since the pandemic, 45% of businesses have expressed intentions to increase outsourcing, emphasizing the growing importance of outsourcing in business strategies, particularly in accessing specialized skill sets and enhancing efficiency. Cloud computing has opened up more outsourcing opportunities, with 90% of businesses able to leverage remote professionals, indicating the transformative impact of technology on the outsourcing landscape. You May Also Like To Read Business Intelligence Statistics Networking Statistics Diversity in Tech Statistics Robotics Industry Statistics

  11. i

    Top 10 U.S. States for Manufacturing

    • industryselect.com
    Updated May 17, 2025
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    IndustrySelect (2025). Top 10 U.S. States for Manufacturing [Dataset]. https://www.industryselect.com/blog/top-10-us-states-for-manufacturing
    Explore at:
    Dataset updated
    May 17, 2025
    Dataset provided by
    IndustrySelect
    License

    https://www.industryselect.com/licensehttps://www.industryselect.com/license

    Area covered
    United States
    Description

    The U.S. manufacturing sector plays a central role in the economy, accounting for 20% of U.S. capital investment, 60% of the nation's exports and 70% of business R&D. Overall, the sector's market size, measured in terms of revenue is worth roughly $6 trillion, making it a major industry to do business with. So which U.S. states are the biggest for manufacturing? This article will explore the nation's top manufacturing states, measured by number of employees, based on MNI's database of 400,000 U.S. manufacturing companies.

  12. d

    Small Business Contact Data |21M US B2B Professional Data | 4M US Companies...

    • datarade.ai
    .csv, .xls
    Updated Apr 1, 2024
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    Allforce (2024). Small Business Contact Data |21M US B2B Professional Data | 4M US Companies | Verified Safe to Email [Dataset]. https://datarade.ai/data-products/small-business-contact-data-small-business-continuum-21m-solution-publishing
    Explore at:
    .csv, .xlsAvailable download formats
    Dataset updated
    Apr 1, 2024
    Dataset authored and provided by
    Allforce
    Area covered
    United States of America
    Description

    Solution Publishing by Allforce B2B Small Business

    In the vibrant ecosystem of small businesses, where swift and decisive action is key, Small Business targeting emerges as a pivotal digital audience data tool, meticulously crafted to empower B2B marketers in reaching and influencing C-level decision-makers and owners of companies with fewer than 250 employees. Safe for you to Email - We Email Newsletters to the Data - Targeted Reach for Unparalleled Marketing Precision

    Our Small Business Audience boasts a comprehensive database of over 500,000 small business leaders. This powerful tool allows for precise targeting, enabling you to connect with your audience based on specific criteria such as business size, industry sector, geographic location, and leadership roles. This level of detail ensures that your marketing efforts are directed at the most influential individuals in the small business domain.

    Direct Email Marketing: Engaging Leaders with Precision Safe for you to Email - We Email Newsletters to the Data Leverage our meticulously curated email database to send personalized, relevant content directly to the inboxes of small business leaders. Our continually updated database ensures high deliverability and engagement, allowing your messages to resonate with the decision-makers.

    Telemarketing: Personal Connections, Powerful Conversations Gain access to verified phone numbers of key decision-makers. Engage in meaningful, one-on-one conversations with small business owners and C-level executives, establishing trust and laying the groundwork for successful business relationships.

    Digital Display Advertising: Captivating the Digital Savvy Leaders

    Harness the power of digital display advertising to catch the eye of small business leaders. Our data-driven approach ensures your ads are not just seen but engaged with by your target audience, maximizing the impact of your digital marketing efforts.

    Postal Mail: Tangible Impressions for Lasting Impact

    In a world where digital communication is omnipresent, the tangible nature of postal mail creates a lasting impression. Utilize our extensive postal database to send targeted, physical marketing materials directly into the hands of small business decision-makers, adding a personal touch to your marketing strategy.

    LinkedIn Outreach: Building Valuable Connections with Business Leaders

    Small Business Continuum elevates your LinkedIn marketing strategy by bridging the gap between digital data and professional networking. Our tool provides a unique advantage – the integration of our rich data with LinkedIn profiles. This integration allows your marketing and sales teams to target small business leaders with unparalleled precision.

    Personalized InMail Campaigns: Utilize our data to craft personalized InMail messages that speak directly to the interests and needs of small business owners and C-level executives. This approach ensures higher engagement rates and fosters meaningful professional relationships.

    Strategic Connection Building: With access to detailed profiles, your team can send targeted connection requests to industry-specific decision-makers, expanding your network with the right contacts.

    Content That Resonates: Align your content strategy with the insights garnered from our data. Share articles, insights, and updates that resonate with the small business community, establishing your brand as a thought leader in the space.

    Verification via LinkedIn URL: Ensuring Authentic and Current Data

    To maintain the integrity and relevance of our database, Small Business Continuum includes a verification feature via LinkedIn URLs for each contact. This ensures that:

    Data Accuracy: Our database remains accurate and up-to-date, as LinkedIn profiles are often among the first places professionals update their information.

    Relevant Connections: You connect with active professionals currently engaged in their respective fields, enhancing the effectiveness of your outreach efforts.

    Trust and Credibility: Having verified LinkedIn profiles increases the trustworthiness of your outreach, as recipients can see a direct link to a professional and current online presence.

    With our Small Business data, your business not only reaches but also engages with small business leaders on a platform where they are most active – LinkedIn. By leveraging targeted data, personalized outreach, and verified connections, your LinkedIn strategy becomes a powerful component of your overall marketing efforts, positioning you at the forefront of B2B marketing in the small business sector.

  13. U.S. share of business bankruptcies 2014-2021, by industry

    • statista.com
    Updated Jul 10, 2025
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    Statista (2025). U.S. share of business bankruptcies 2014-2021, by industry [Dataset]. https://www.statista.com/statistics/1116955/share-business-bankruptcies-industry-united-states/
    Explore at:
    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    Between 2014 and 2021, around ** percent of all business bankruptcies in the United States occurred in the services industry. This figure most likely reflects the high number of small businesses that operate in this sector, such as restaurants, bars, and hair salons.

  14. U

    United States US: Total Business Enterprise R&D Personnel: Per Thousand...

    • ceicdata.com
    Updated Mar 15, 2023
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    CEICdata.com (2023). United States US: Total Business Enterprise R&D Personnel: Per Thousand Employment In Industry [Dataset]. https://www.ceicdata.com/en/united-states/number-of-researchers-and-personnel-on-research-and-development-oecd-member-annual/us-total-business-enterprise-rd-personnel-per-thousand-employment-in-industry
    Explore at:
    Dataset updated
    Mar 15, 2023
    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
    Dec 1, 2011 - Dec 1, 2020
    Area covered
    United States
    Description

    United States US: Total Business Enterprise R&D Personnel: Per Thousand Employment In Industry data was reported at 17.169 Per 1000 in 2020. This records an increase from the previous number of 15.152 Per 1000 for 2019. United States US: Total Business Enterprise R&D Personnel: Per Thousand Employment In Industry data is updated yearly, averaging 13.282 Per 1000 from Dec 2011 (Median) to 2020, with 10 observations. The data reached an all-time high of 17.169 Per 1000 in 2020 and a record low of 12.478 Per 1000 in 2012. United States US: Total Business Enterprise R&D Personnel: Per Thousand Employment In Industry data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s United States – Table US.OECD.MSTI: Number of Researchers and Personnel on Research and Development: OECD Member: Annual.

    For the UnitedStates, in the business sector, the funds from the rest of the world previously included in the business-financed BERD, are available separately from 2008.
    From 2006 onwards, GOVERD includes state government intramural performance (most of which being financed by the federal government and state government own funds). From 2016 onwards, PNPERD data are based on a new R&D performer survey. In the higher education sector all fields of SSH are included from 2003 onwards.
    Following a survey of federally-funded research and development centers (FFRDCs) in 2005, it was concluded that FFRDC R&D belongs in the government sector - rather than the sector of the FFRDC administrator, as had been reported in the past. R&D expenditures by FFRDCs were reclassified from the other three R&D performing sectors to the Government sector; previously published data were revised accordingly.
    Between 2003 and 2004, the method used to classify data by industry has been revised. This particularly affects the ISIC category 'wholesale trade' and consequently the BERD for total services. U.S. R&D data are generally comparable, but there are some areas of underestimation:i) Up to 2008, Government sector R&D performance covers only federal government activities.
    That by State and local government establishments is excluded;
    ii) Except for the Government and the Business Enterprise sectors, the R&D data exclude most capital expenditures.
    For the Business Enterprise sector, depreciation is reported in place of gross capital expenditures up to 2014. Higher education (and national total) data were revised back to 1998 due to an improved methodology that corrects for double-counting of R&D funds passed between institutions.Breakdown by type of R&D (basic research, applied research, etc.) was also revised back to 1998 in the business enterprise and higher education sectors due to improved estimation procedures.The methodology for estimating researchers was changed as of 1985.
    In the Government, Higher Education and PNP sectors the data since then refer to employed doctoral scientists and engineers who report their primary work activity as research, development or the management of R&D, plus, for the Higher Education sector, the number of full-time equivalent graduate students with research assistantships averaging an estimated 50 % of their time engaged in R&D activities.
    As of 1985 researchers in the Government sector exclude military personnel. As of 1987, Higher education R&D personnel also include those who report their primary work activity as design.Due to lack of official data for the different employment sectors, the total researchers figure is an OECD estimate up to 2019. Comprehensive reporting of R&D personnel statistics by the United States has resumed with records available since 2020, reflecting the addition of official figures for the number of researchers and total R&D personnel for the higher education sector and the Private non-profit sector; as well as the number of researchers for the government sector.
    The new data revise downwards previous OECD estimates as the OECD extrapolation methods drawing on historical US data, required to produce a consistent OECD aggregate, appear to have previously overestimated the growth in the number of researchers in the higher education sector.Pre-production development is excluded from Defence GBARD (in accordance with the Frascati Manual) as of 2000.
    2009 GBARD data also includes the one time incremental R&D funding legislated in the American Recovery and Reinvestment Act of 2009. Beginning with the 2000 GBARD data, budgets for capital expenditure - 'R&D plant' in national terminology - are included. GBARD data for earlier years relate to budgets for current costs only.
    ;

    Definition of MSTI variables 'Value Added of Industry' and 'Industrial Employment':

    R&D data are typically expressed as a percentage of GDP to allow cross-country comparisons. When compiling such indicators for the business enterprise sector, one may wish to exclude, from GDP measures, economic activities for which the Business R&D (BERD) is null or negligible by definition. By doing so, the adjusted denominator (GDP, or Value Added, excluding non-relevant industries) better correspond to the numerator (BERD) with which it is compared to.

    The MSTI variable 'Value added in industry' is used to this end:

    It is calculated as the total Gross Value Added (GVA) excluding 'real estate activities' (ISIC rev.4 68) where the 'imputed rent of owner-occupied dwellings', specific to the framework of the System of National Accounts, represents a significant share of total GVA and has no R&D counterpart. Moreover, the R&D performed by the community, social and personal services is mainly driven by R&D performers other than businesses.

    Consequently, the following service industries are also excluded: ISIC rev.4 84 to 88 and 97 to 98. GVA data are presented at basic prices except for the People's Republic of China, Japan and New Zealand (expressed at producers' prices).In the same way, some indicators on R&D personnel in the business sector are expressed as a percentage of industrial employment. The latter corresponds to total employment excluding ISIC rev.4 68, 84 to 88 and 97 to 98.

  15. U.S. Small Business Loan Market Size By Type (Small Loan, Micro Loan), By...

    • verifiedmarketresearch.com
    Updated Mar 26, 2024
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    VERIFIED MARKET RESEARCH (2024). U.S. Small Business Loan Market Size By Type (Small Loan, Micro Loan), By Tenure (Medium-Term Loan, Long-Term Loan), By Application (Small Enterprises, Medium Enterprise), And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/us-small-business-loan-market/
    Explore at:
    Dataset updated
    Mar 26, 2024
    Dataset provided by
    Verified Market Researchhttps://www.verifiedmarketresearch.com/
    Authors
    VERIFIED MARKET RESEARCH
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2024 - 2031
    Area covered
    United States
    Description

    U.S. Small Business Loan Market size was valued at USD 30,833.44 Million in 2023 and is projected to reach USD 56,135.67 Million by 2031, growing at a CAGR of 8.94% during the forecast period 2024-2031.The U.S. Small Business Loan Executive SummaryA small business loan is a form of financing offered to small businesses by banks, credit unions, or alternative lenders for a variety of uses, including beginning a new business, growing an existing one, buying inventory or equipment, paying for operating costs, or fulfilling other financial requirements. These loans often have terms and circumstances that are different from those of loans provided to larger firms, and they are designed specifically to meet the needs of small enterprises. There are several methods to organize small business loans: SBA (Small Business Administration) loans, invoice financing, term loans, credit lines, equipment financing, and more. The borrower's creditworthiness, the lender's policies, and the loan's intended use are some of the variables that affect the conditions of the loan, including interest rates, payback schedules, and collateral requirements. These loans are essential in helping small business owners and entrepreneurs launch, grow, and maintain their enterprises, which promotes economic growth and employment generation. But getting a small company loan frequently calls for thorough preparation, supporting documentation, and a strong business plan that demonstrates the borrower's capacity to pay back the loan.The growing need for U.S. Small Business Loan Market is driven by several factors, including the increasing number of start-ups and small businesses, availability of a variety of loan options tailored to meet the unique needs of small businesses, technological advancements in financial services, and changing consumer behavior. The United States has a supportive ecosystem for small businesses, with resources such as business incubators, accelerators, mentorship programs, and networking opportunities. These resources provide guidance, funding, and support services to aspiring entrepreneurs, helping them navigate the complexities of starting and growing a business. Thus, the number of small businesses is continuously growing in the United States. However, high interest rates act as a significant constraint on the growth of U.S. Small Business Loan Market. Businesses can be discouraged from taking out loans, leading to reduced borrowing activity and slower market growth.

  16. Company Financial Data | Private & Public Companies | Verified Profiles &...

    • datarade.ai
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    Success.ai, Company Financial Data | Private & Public Companies | Verified Profiles & Contact Data | Best Price Guaranteed [Dataset]. https://datarade.ai/data-products/b2b-contact-data-premium-us-contact-data-us-b2b-contact-d-success-ai
    Explore at:
    .bin, .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset provided by
    Area covered
    Korea (Democratic People's Republic of), Suriname, Iceland, Georgia, Togo, Antigua and Barbuda, Montserrat, Dominican Republic, United Kingdom, Guam
    Description

    Success.ai offers a cutting-edge solution for businesses and organizations seeking Company Financial Data on private and public companies. Our comprehensive database is meticulously crafted to provide verified profiles, including contact details for financial decision-makers such as CFOs, financial analysts, corporate treasurers, and other key stakeholders. This robust dataset is continuously updated and validated using AI technology to ensure accuracy and relevance, empowering businesses to make informed decisions and optimize their financial strategies.

    Key Features of Success.ai's Company Financial Data:

    Global Coverage: Access data from over 70 million businesses worldwide, including public and private companies across all major industries and regions. Our datasets span 250+ countries, offering extensive reach for your financial analysis and market research.

    Detailed Financial Profiles: Gain insights into company financials, including revenue, profit margins, funding rounds, and operational costs. Profiles are enriched with key contact details, including work emails, phone numbers, and physical addresses, ensuring direct access to decision-makers.

    Industry-Specific Data: Tailored datasets for sectors such as financial services, manufacturing, technology, healthcare, and energy, among others. Each dataset is customized to meet the unique needs of industry professionals and analysts.

    Real-Time Accuracy: With continuous updates powered by AI-driven validation, our financial data maintains a 99% accuracy rate, ensuring you have access to the most reliable and up-to-date information available.

    Compliance and Security: All data is collected and processed in strict adherence to global compliance standards, including GDPR, ensuring ethical and lawful usage.

    Why Choose Success.ai for Company Financial Data?

    Best Price Guarantee: We pride ourselves on offering the most competitive pricing in the industry, ensuring you receive unparalleled value for comprehensive financial data.

    AI-Validated Accuracy: Our advanced AI algorithms meticulously verify every data point to ensure precision and reliability, helping you avoid costly errors in your financial decision-making.

    Customized Data Solutions: Whether you need data for a specific region, industry, or type of business, we tailor our datasets to align perfectly with your requirements.

    Scalable Data Access: From small startups to global enterprises, our platform caters to businesses of all sizes, delivering scalable solutions to suit your operational needs.

    Comprehensive Use Cases for Financial Data:

    1. Strategic Financial Planning:

    Leverage our detailed financial profiles to create accurate budgets, forecasts, and strategic plans. Gain insights into competitors’ financial health and market positions to make data-driven decisions.

    1. Mergers and Acquisitions (M&A):

    Access key financial details and contact information to streamline your M&A processes. Identify potential acquisition targets or partners with verified profiles and financial data.

    1. Investment Analysis:

    Evaluate the financial performance of public and private companies for informed investment decisions. Use our data to identify growth opportunities and assess risk factors.

    1. Lead Generation and Sales:

    Enhance your sales outreach by targeting CFOs, financial analysts, and other decision-makers with verified contact details. Utilize accurate email and phone data to increase conversion rates.

    1. Market Research:

    Understand market trends and financial benchmarks with our industry-specific datasets. Use the data for competitive analysis, benchmarking, and identifying market gaps.

    APIs to Power Your Financial Strategies:

    Enrichment API: Integrate real-time updates into your systems with our Enrichment API. Keep your financial data accurate and current to drive dynamic decision-making and maintain a competitive edge.

    Lead Generation API: Supercharge your lead generation efforts with access to verified contact details for key financial decision-makers. Perfect for personalized outreach and targeted campaigns.

    Tailored Solutions for Industry Professionals:

    Financial Services Firms: Gain detailed insights into revenue streams, funding rounds, and operational costs for competitor analysis and client acquisition.

    Corporate Finance Teams: Enhance decision-making with precise data on industry trends and benchmarks.

    Consulting Firms: Deliver informed recommendations to clients with access to detailed financial datasets and key stakeholder profiles.

    Investment Firms: Identify potential investment opportunities with verified data on financial performance and market positioning.

    What Sets Success.ai Apart?

    Extensive Database: Access detailed financial data for 70M+ companies worldwide, including small businesses, startups, and large corporations.

    Ethical Practices: Our data collection and processing methods are fully comp...

  17. U

    United States US: Business Enterprise Researchers: Per Thousand Employment...

    • ceicdata.com
    Updated Oct 24, 2023
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    CEICdata.com (2023). United States US: Business Enterprise Researchers: Per Thousand Employment in Industry [Dataset]. https://www.ceicdata.com/en/united-states/number-of-researchers-and-personnel-on-research-and-development-oecd-member-annual
    Explore at:
    Dataset updated
    Oct 24, 2023
    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
    Dec 1, 2009 - Dec 1, 2020
    Area covered
    United States
    Description

    US: Business Enterprise Researchers: Per Thousand Employment in Industry data was reported at 11.683 Per 1000 in 2020. This records an increase from the previous number of 10.363 Per 1000 for 2019. US: Business Enterprise Researchers: Per Thousand Employment in Industry data is updated yearly, averaging 9.108 Per 1000 from Dec 2008 (Median) to 2020, with 13 observations. The data reached an all-time high of 11.683 Per 1000 in 2020 and a record low of 8.026 Per 1000 in 2008. US: Business Enterprise Researchers: Per Thousand Employment in Industry data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s United States – Table US.OECD.MSTI: Number of Researchers and Personnel on Research and Development: OECD Member: Annual.

    For the UnitedStates, in the business sector, the funds from the rest of the world previously included in the business-financed BERD, are available separately from 2008.
    From 2006 onwards, GOVERD includes state government intramural performance (most of which being financed by the federal government and state government own funds). From 2016 onwards, PNPERD data are based on a new R&D performer survey. In the higher education sector all fields of SSH are included from 2003 onwards.
    Following a survey of federally-funded research and development centers (FFRDCs) in 2005, it was concluded that FFRDC R&D belongs in the government sector - rather than the sector of the FFRDC administrator, as had been reported in the past. R&D expenditures by FFRDCs were reclassified from the other three R&D performing sectors to the Government sector; previously published data were revised accordingly.
    Between 2003 and 2004, the method used to classify data by industry has been revised. This particularly affects the ISIC category 'wholesale trade' and consequently the BERD for total services. U.S. R&D data are generally comparable, but there are some areas of underestimation:i) Up to 2008, Government sector R&D performance covers only federal government activities.
    That by State and local government establishments is excluded;
    ii) Except for the Government and the Business Enterprise sectors, the R&D data exclude most capital expenditures.
    For the Business Enterprise sector, depreciation is reported in place of gross capital expenditures up to 2014. Higher education (and national total) data were revised back to 1998 due to an improved methodology that corrects for double-counting of R&D funds passed between institutions.Breakdown by type of R&D (basic research, applied research, etc.) was also revised back to 1998 in the business enterprise and higher education sectors due to improved estimation procedures.The methodology for estimating researchers was changed as of 1985.
    In the Government, Higher Education and PNP sectors the data since then refer to employed doctoral scientists and engineers who report their primary work activity as research, development or the management of R&D, plus, for the Higher Education sector, the number of full-time equivalent graduate students with research assistantships averaging an estimated 50 % of their time engaged in R&D activities.
    As of 1985 researchers in the Government sector exclude military personnel. As of 1987, Higher education R&D personnel also include those who report their primary work activity as design.Due to lack of official data for the different employment sectors, the total researchers figure is an OECD estimate up to 2019. Comprehensive reporting of R&D personnel statistics by the United States has resumed with records available since 2020, reflecting the addition of official figures for the number of researchers and total R&D personnel for the higher education sector and the Private non-profit sector; as well as the number of researchers for the government sector.
    The new data revise downwards previous OECD estimates as the OECD extrapolation methods drawing on historical US data, required to produce a consistent OECD aggregate, appear to have previously overestimated the growth in the number of researchers in the higher education sector.Pre-production development is excluded from Defence GBARD (in accordance with the Frascati Manual) as of 2000.
    2009 GBARD data also includes the one time incremental R&D funding legislated in the American Recovery and Reinvestment Act of 2009. Beginning with the 2000 GBARD data, budgets for capital expenditure - 'R&D plant' in national terminology - are included. GBARD data for earlier years relate to budgets for current costs only.
    ;

    Definition of MSTI variables 'Value Added of Industry' and 'Industrial Employment':

    R&D data are typically expressed as a percentage of GDP to allow cross-country comparisons. When compiling such indicators for the business enterprise sector, one may wish to exclude, from GDP measures, economic activities for which the Business R&D (BERD) is null or negligible by definition. By doing so, the adjusted denominator (GDP, or Value Added, excluding non-relevant industries) better correspond to the numerator (BERD) with which it is compared to.

    The MSTI variable 'Value added in industry' is used to this end:

    It is calculated as the total Gross Value Added (GVA) excluding 'real estate activities' (ISIC rev.4 68) where the 'imputed rent of owner-occupied dwellings', specific to the framework of the System of National Accounts, represents a significant share of total GVA and has no R&D counterpart. Moreover, the R&D performed by the community, social and personal services is mainly driven by R&D performers other than businesses.

    Consequently, the following service industries are also excluded: ISIC rev.4 84 to 88 and 97 to 98. GVA data are presented at basic prices except for the People's Republic of China, Japan and New Zealand (expressed at producers' prices).In the same way, some indicators on R&D personnel in the business sector are expressed as a percentage of industrial employment. The latter corresponds to total employment excluding ISIC rev.4 68, 84 to 88 and 97 to 98.

  18. U

    United States SBP: OS: Business Practices: No Changes

    • ceicdata.com
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    CEICdata.com, United States SBP: OS: Business Practices: No Changes [Dataset]. https://www.ceicdata.com/en/united-states/small-business-pulse-survey-by-sector?page=8
    Explore at:
    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
    Nov 15, 2021 - Jan 10, 2022
    Area covered
    United States
    Description

    SBP: OS: Business Practices: No Changes data was reported at 51.800 % in 10 Jan 2022. This records a decrease from the previous number of 55.000 % for 03 Jan 2022. SBP: OS: Business Practices: No Changes data is updated weekly, averaging 55.000 % from Nov 2021 (Median) to 10 Jan 2022, with 9 observations. The data reached an all-time high of 56.800 % in 27 Dec 2021 and a record low of 51.800 % in 10 Jan 2022. SBP: OS: Business Practices: No Changes data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.S035: Small Business Pulse Survey: by Sector: Weekly. Beg Monday (Discontinued).

  19. U

    United States US: Aerospace Industry: Trade Balance

    • ceicdata.com
    Updated Feb 15, 2025
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    CEICdata.com (2025). United States US: Aerospace Industry: Trade Balance [Dataset]. https://www.ceicdata.com/en/united-states/trade-statistics-oecd-member-annual/us-aerospace-industry-trade-balance
    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
    Dec 1, 2010 - Dec 1, 2021
    Area covered
    United States
    Description

    United States US: Aerospace Industry: Trade Balance data was reported at 48.890 USD bn in 2021. This records an increase from the previous number of 37.029 USD bn for 2020. United States US: Aerospace Industry: Trade Balance data is updated yearly, averaging 39.437 USD bn from Dec 1990 (Median) to 2021, with 32 observations. The data reached an all-time high of 86.993 USD bn in 2016 and a record low of 20.681 USD bn in 1995. United States US: Aerospace Industry: Trade Balance data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s United States – Table US.OECD.MSTI: Trade Statistics: OECD Member: Annual.

    For the United States, from 2021 onwards, changes to the US BERD survey questionnaire allowed for more exhaustive identification of acquisition costs for ‘identifiable intangible assets’ used for R&D. This has resulted in a substantial increase in reported R&D capital expenditure within BERD. In the business sector, the funds from the rest of the world previously included in the business-financed BERD, are available separately from 2008. From 2006 onwards, GOVERD includes state government intramural performance (most of which being financed by the federal government and state government own funds). From 2016 onwards, PNPERD data are based on a new R&D performer survey. In the higher education sector all fields of SSH are included from 2003 onwards.

    Following a survey of federally-funded research and development centers (FFRDCs) in 2005, it was concluded that FFRDC R&D belongs in the government sector - rather than the sector of the FFRDC administrator, as had been reported in the past. R&D expenditures by FFRDCs were reclassified from the other three R&D performing sectors to the Government sector; previously published data were revised accordingly. Between 2003 and 2004, the method used to classify data by industry has been revised. This particularly affects the ISIC category “wholesale trade” and consequently the BERD for total services.

    U.S. R&D data are generally comparable, but there are some areas of underestimation:

    1. i) Up to 2008, Government sector R&D performance covers only federal government activities. That by State and local government establishments is excluded;
    2. ii) Except for the Government and the Business Enterprise sectors, the R&D data exclude most capital expenditures. For the Business Enterprise sector, depreciation is reported in place of gross capital expenditures up to 2014. Higher education (and national total) data were revised back to 1998 due to an improved methodology that corrects for double-counting of R&D funds passed between institutions.

    Breakdown by type of R&D (basic research, applied research, etc.) was also revised back to 1998 in the business enterprise and higher education sectors due to improved estimation procedures.

    The methodology for estimating researchers was changed as of 1985. In the Government, Higher Education and PNP sectors the data since then refer to employed doctoral scientists and engineers who report their primary work activity as research, development or the management of R&D, plus, for the Higher Education sector, the number of full-time equivalent graduate students with research assistantships averaging an estimated 50 % of their time engaged in R&D activities. As of 1985 researchers in the Government sector exclude military personnel. As of 1987, Higher education R&D personnel also include those who report their primary work activity as design.

    Due to lack of official data for the different employment sectors, the total researchers figure is an OECD estimate up to 2019. Comprehensive reporting of R&D personnel statistics by the United States has resumed with records available since 2020, reflecting the addition of official figures for the number of researchers and total R&D personnel for the higher education sector and the Private non-profit sector; as well as the number of researchers for the government sector. The new data revise downwards previous OECD estimates as the OECD extrapolation methods drawing on historical US data, required to produce a consistent OECD aggregate, appear to have previously overestimated the growth in the number of researchers in the higher education sector.

    Pre-production development is excluded from Defence GBARD (in accordance with the Frascati Manual) as of 2000. 2009 GBARD data also includes the one time incremental R&D funding legislated in the American Recovery and Reinvestment Act of 2009. Beginning with the 2000 GBARD data, budgets for capital expenditure – “R&D plant” in national terminology - are included. GBARD data for earlier years relate to budgets for current costs only.

  20. U.S. number of employees 2025, by industry

    • statista.com
    • tokrwards.com
    Updated Jul 29, 2025
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    Statista (2025). U.S. number of employees 2025, by industry [Dataset]. https://www.statista.com/statistics/978479/number-employees-united-states-industry/
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    Dataset updated
    Jul 29, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jun 2025
    Area covered
    United States
    Description

    As of June 2025, there were about 22.6 million people working in the professional and business services industry in the United States. The health care and social assistance industry employed the most people in the U.S., with over 23.3 million people working in this industry.

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Statista (2025). U.S. number of small businesses 2022, by industry [Dataset]. https://www.statista.com/statistics/257528/number-of-small-businesses-in-the-us-by-industry/
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U.S. number of small businesses 2022, by industry

Explore at:
Dataset updated
Aug 11, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
2022
Area covered
United States
Description

In 2022, there were about **** million small businesses in the professional, scientific, and technical services industry. Of these, ******* had between one and 19 employees in the same industry.

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