The Economic Census is the U.S. Government's official five-year measure of American business and the economy. It is conducted by the U.S. Census Bureau, and response is required by law. In October through December of the census year, forms are sent out to nearly 4 million businesses, including large, medium and small companies representing all U.S. locations and industries. Respondents were asked to provide a range of operational and performance data for their companies.This dataset presents data on major categories of products sold/services rendered for establishments of firms with payroll by kind of business.

In 2024, the finance, insurance, real estate, rental, and leasing industry contributed the highest amount of value to the GDP of the U.S. at 21.2 percent. The construction industry contributed around four percent of GDP in the same year.

Financial data service providers offer financial market data and related services, primarily real-time feeds, portfolio analytics, research, pricing and valuation data, to financial institutions, traders and investors. Companies aggregate data and content from stock exchange feeds, broker and dealer desks and regulatory filings to distribute financial news and business information to the investment community. Recent globalization of the world capital market has benefited the financial sector and increased trading speed. Businesses rely on real-time data more than ever to help them make informed decisions. When considering a data service provider, an easy-to-use interface that shows customized, relevant information is vital for clients. During times of economic uncertainty, this information becomes more crucial than ever. Clients want information as soon and as frequently as possible, causing providers to prioritize efficiency and delivery. This was evident during the pandemic, the high interest rate environment in the latter part of the period and as the Fed cuts rates in 2024. Increased automation has helped industry players process large volumes of financial data, reducing analysis and reporting times. In addition, automation has reduced operational costs and reduced human data errors. These trends have resulted in growing revenue, which has risen at a CAGR of 3.2% to $21.9 billion over the past five years, including a 3.5% uptick in 2024 alone. Corporate profit will continue to expand as inflationary concerns begin to wane slowly. This will lead many companies to take on new clients as financial data helps them gain insight into operating their business amid ongoing trends and economic shakeups. With technology constantly advancing, service providers will continue investing in research and development to improve their products and services and best serve their clients. As technological advances continue, smaller players will be able to better compete with larger industry players. While this may lead to new companies joining the industry, larger providers will resume consolidation activity to expand their customer base. Overall, revenue is expected to swell at a CAGR of 2.7% to $25.0 billion by the end of 2029.

In 2023, the GDP of Nevada amounted to around 195.41 billion U.S. dollars. The finance, insurance, real estate, rental, and leasing industry added the most real value to the gross domestic product of the state, amounting to around 40.41 billion U.S. dollars. In the same year, the manufacturing sector added around 8.48 billion U.S. dollars of value to the state's real GDP.

In 2024, the finance, real estate, insurance, rental, and leasing industry added the most value to the GDP of the United States. In that year, this industry added 6.2 trillion U.S. dollars to the national GDP. Gross Domestic Product Gross domestic product is a measure of how much a country produces in a certain amount of time. Countries with a high GDP tend to have large economies, for example, the United States. However, GDP does not take into consideration the cost of living and inflation rates, so it is not a good measure of the standard of living. GDP per capita at purchasing power parity is thought to be more reflective of living conditions within a particular country. U.S. GDP California added the largest amount of value to the real GDP of the U.S. in 2022. California was followed by Texas and New York. In California, the professional and business services industry was the most valuable to GDP in 2022. In New York, the finance, insurance, real estate, rental, and leasing industry added the most value to the state GDP. While the business sector added the highest value to the U.S. real GDP in 2021, it was the information industry that had the biggest percentage change in value added to the GDP between 2010 and 2021.

Graph and download economic data for Commercial and Industrial Loans, Large Domestically Chartered Commercial Banks (CILLCBM027NBOG) from Apr 1985 to May 2025 about large, commercial, domestic, business, loans, banks, depository institutions, industry, and USA.

Graph and download economic data for Commercial and Industrial Loans to U.S. Addressees, Large Domestically Chartered Commercial Banks (DISCONTINUED) (CIULCBM027NBOG) from Jan 2015 to Dec 2017 about charter, large, commercial, domestic, business, loans, banks, depository institutions, industry, and USA.

As of January 2024, the most profitable industry in the United States was money center banking, with a profit margin of 30.89 percent. The profit margin of the regional banking was not too far off, with a net profit margin of 29.67.

The size of the US Data Center Industry market was valued at USD XX Million in 2023 and is projected to reach USD XXX Million by 2032, with an expected CAGR of 6.00% during the forecast period.A data center is a facility that keeps computer systems and networking equipment housed, processing, and transmitting data. It represents the infrastructure on which organizations carry out their IT operations and host websites, email servers, and database servers. Data centers, therefore, are imperative to any size business: small start-ups or large enterprise since they enable digital transformation, thus making business applications available.The US data center industry is one of the largest and most developed in the world. The country boasts robust digital infrastructure, abundant energy resources, and a highly skilled workforce, making it an attractive destination for data center operators. Some of the drivers of the US data center market are the growing trend of cloud computing, internet of things (IoT), and high-performance computing requirements.Top-of-the-line technology companies along with cloud service providers set up major data center footprints in the US, mostly in key regions such as Silicon Valley and Northern Virginia, Dallas, for example. These data centers support applications such as e-commerce-a manner of accessing streaming services-whose development depends on its artificial intelligence financial service type. As demand increases concerning data center capacity, therefore, the US data centre industry will continue to prosper as the world's hub for reliable and scalable solutions. Recent developments include: February 2023: The expansion of Souther Telecom to its data center in Atlanta, Georgia, at 345 Courtland Street, was announced by H5 Data Centers, a colocation and wholesale data center operator. One of the top communication service providers in the southeast is Southern Telecom. Customers in Alabama, Georgia, Florida, and Mississippi will receive better service due to the expansion of this low-latency fiber optic network.December 2022: DigitalBridge Group, Inc. and IFM Investors announced completing their previously announced transaction in which funds affiliated with the investment management platform of DigitalBridge and an affiliate of IFM Investors acquired all outstanding common shares of Switch, Inc. for USD approximately USD 11 billion, including the repayment of outstanding debt.October 2022: Three additional data centers in Charlotte, Nashville, and Louisville have been made available to Flexential's cloud customers, according to the supplier of data center colocation, cloud computing, and connectivity. By the end of the year, clients will have access to more than 220MW of hybrid IT capacity spread across 40 data centers in 19 markets, which is well aligned with Flexential's 2022 ambition to add 33MW of new, sustainable data center development projects.. Key drivers for this market are: , High Mobile penetration, Low Tariff, and Mature Regulatory Authority; Successful Privatization and Liberalization Initiatives. Potential restraints include: , Difficulties in Customization According to Business Needs. Notable trends are: OTHER KEY INDUSTRY TRENDS COVERED IN THE REPORT.

The global large industrial displays market is valued at USD 3.25 billion in 2025 and is expected to be worth USD 6.05 billion by 2035, which shows a CAGR of 6.4%.

Number of Businesses statistics on the Major Smart Appliance Manufacturing industry in United States

The US Large Kitchen Appliances Market report segments the industry into Product (Refrigerators, Freezers, Dishwashing Machines, Cookers and Ovens, Ranges), Application (Residential, Commercial), and Distribution Channel (Specialist Retailers, Online Retailers, Supermarkets and Hypermarkets, Manufacturer Retailers, Other Distribution Channels (Department Stores, Warehouse Clubs, etc.)).

A volatile housing market has shaped the performance of major appliance manufacturers. In 2020 and 2021, the residential sector experienced a boom because of near-zero interest rates and growing disposable income. These factors boosted the value of residential construction and housing starts, generating significant demand for new appliances. During this time, manufacturers also benefited from steel prices jumping 110.5% in 2021, driving appliance costs upward and boosting revenue. These gains were quickly reversed as growing inflationary pressures and interest rate hikes beginning in 2022 began reversing the growth of the residential sector amid consumers becoming increasingly price-sensitive and slowing discretionary spending. Steel prices also began to stabilize at this time, pushing producers to charge slower prices, slowing revenue and squeezing profit. Between 2020 and 2025, revenue is estimated to have dropped an annualized 1.1%, reaching $24.8 billion in 2025, including a 0.8% dip that year alone. Trade dynamics significantly impact this industry because of significant import penetration, which reached 53.3% in 2025. Import penetration has grown in recent years despite tariff hikes on Chinese washing machines and steel products, as domestic appliances are often more expensive. With consumers becoming increasingly price-sensitive, they have been opting for more affordable imported appliances. The climb in imports from Mexico is notable, with major manufacturers expanding operations in Mexico, benefiting from lower trade and transportation costs. However, consumers have incentives to buy more sustainable appliances through state and local tax benefits, pushing producers to target these markets. Regulatory shifts regarding gas stove safety also drive demand for electric alternatives, requiring manufacturers and retailers to adjust accordingly. Moving forward, domestic producers will benefit from a recovering residential sector and improving macroeconomic conditions. Tax incentives in the Inflation Reduction Act, aimed at promoting the purchase of new ENERGY STAR-certified appliances, are expected to benefit manufacturers. Ongoing investments in production facilities in Mexico will sustain the upward trend of imports from the region. Increasing concerns about the safety of gas stoves may lead to enhanced state regulations, potentially prompting consumers to replace their existing stoves with safer models. Domestic producers face significant uncertainty for the coming years amid unstable trade relationships and a volatile economy. These trends are set to cause revenue to grow at an estimated CAGR of 1.5% to reach $26.8 billion through the end of 2030.

Swings in the economy have a limited impact on warehouse clubs and supercenters because these retail establishments offer low-priced goods. When consumer sentiment is high, shoppers spend more time visiting industry retailers and buying extra items. Conversely, when consumer sentiment is low, warehouse clubs and superstores draw a larger pool of consumers as households seek to cut expenses by buying in bulk for the future. Many of these retailers have been able to attract and retain more business by offering memberships and reward programs that disincentivize consumers to visit the competition. Revenue for warehouse clubs and supercenters is expected to climb at a CAGR of 3.2% to $771.1 billion through the end of 2025, including growth of 2.8% in 2025 alone. In the same year, profit will account for 3.5% of revenue, a dip from 2020 because of strong competitive forces and inflation. Online companies can undercut traditional warehouse clubs and supercenters' prices by taking advantage of lower operational costs. The brick-and-mortar warehouse clubs and supercenters incur higher operational costs than online-based businesses because they pay for high-traffic retail space and require employees for daily operations. Retailers are increasingly optimizing their online presence for mobile shopping. Walmart, a leader in the industry, has introduced a competing service known as Walmart+, which costs $98.00 annually. Walmart+ provides members with unlimited free deliveries, fuel discounts and a more streamlined in-store shopping experience via the Scan & Go feature on the Walmart app. Although this service emphasizes increasing Walmart's e-commerce sales, the fuel discounts and access to the Scan & Go feature on the company's app will encourage in-store purchases. Warehouse clubs and supercenters' revenue will expand as the domestic economy surges. Consumer spending and corporate profit boosts encourage future revenue growth by prompting more consumers to buy club memberships and spend on bulk purchases. Consumption rates will continue to climb across the US, promoting strong foot traffic and these retailers that often sell products in bulk. Nonetheless, increasing online competition will continue to threaten the industry as retailers like Amazon expand their customer base. Revenue for warehouse clubs and supercenters is expected to swell at a CAGR of 2.3% to $862.8 billion through the end of 2030.

1. InData Labs

• Headquarters: Nicosia, Cyprus
• Founder: Marat Karpeko
• Established: 2014

InData Labs is a leading AI company specializing in LLM development, big data analytics, and AI-powered solutions. Marat Karpeko, a visionary with a background in data science and gaming analytics, founded it. Over the years, InData Labs has built a strong reputation for providing AI-driven solutions in the marketing, e-commerce, healthcare, and finance industries.

The company employs over 80 AI experts, engineers, and data scientists who work on various AI solutions, including natural language processing (NLP), predictive analytics, and machine learning models. InData Labs also partners with Amazon Web Services (AWS), enabling scalable cloud-based AI solutions.

What sets InData Labs apart is its custom AI solutions, allowing businesses to integrate LLMs into their workflows for personalized automation. With a growing client base worldwide, it continues to be a major player in the LLM development industry.

With one of the best tax climates in the nation as well as a strong workforce and solid infrastructure, Texas remains a top destination for manufacturers across multiple industries, from the oil industry to the auto sector, biotech to food processing. Home to 1.2 million workers or roughly 13% of the nation's manufacturing workforce, Texas remains the second-largest manufacturing state in the U.S. (after California) and is the largest state exporter, exporting a record $315 billion worth of goods in 2018. For those looking do business with Texas manufacturers, it helps to have an in-depth understanding of the state's manufacturing climate.

Home to 22,000 manufacturers and more than a million industrial workers, California is the largest manufacturing state in the U.S. The state's abundance of skilled labor and access to capital has drawn some key innovative enterprises to its borders, particularly in the aerospace and electronics industries. Today, we're focusing on the latest trends in California manufacturing, including the state's top industries and cities, and we'll also explore its ten largest manufacturing companies.

Snapshot img

Big Data In Manufacturing Market Size 2025-2029

The big data in manufacturing market size is forecast to increase by USD 21.44 billion at a CAGR of 26.4% between 2024 and 2029.

The market is experiencing significant growth, driven by the increasing adoption of Industry 4.0 and the emergence of artificial intelligence (AI) and machine learning (ML) technologies. The integration of these advanced technologies is enabling manufacturers to collect, process, and analyze vast amounts of data in real-time, leading to improved operational efficiency, enhanced product quality, and increased competitiveness. Cost optimization is achieved through root cause analysis and preventive maintenance, and AI algorithms and deep learning are employed for capacity planning and predictive modeling.
To capitalize on the opportunities presented by the market and navigate these challenges effectively, manufacturers must invest in building strong data analytics capabilities and collaborating with technology partners and industry experts. By leveraging these resources, they can transform raw data into actionable insights, optimize their operations, and stay ahead of the competition. The sheer volume, velocity, and variety of data being generated require sophisticated tools and expertise to extract meaningful insights. Additionally, ensuring data security and privacy, particularly in the context of increasing digitalization, is a critical concern.

What will be the Size of the Big Data In Manufacturing Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
Request Free Sample

In the dynamic manufacturing market, Business Intelligence (BI) plays a pivotal role in driving operational efficiency and competitiveness. Blockchain technology and industrial automation are key trends, enhancing transparency and security in supply chain operations. Real-time monitoring systems, Data Integration Tools, and Data Analytics Dashboards enable manufacturers to gain insights from vast amounts of data. Lifecycle analysis, Smart Manufacturing, and Cloud-based Data Analytics facilitate predictive maintenance and optimize production.
PLC programming, Edge AI, KPI tracking, and Automated Reporting facilitate data-driven decision making. Manufacturing Simulation Software and Circular Economy principles foster innovation and sustainability. The market is transforming towards Digital Transformation, incorporating Predictive Maintenance Software and Digital Thread for enhanced visibility and agility. SCADA systems, Carbon Footprint, and Digital Thread promote sustainable manufacturing practices. AI-powered Quality Control, Performance Measurement, and Sensor Networks ensure product excellence.

How is this Big Data In Manufacturing Industry segmented?

The big data in manufacturing industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Type

  Services
  Solutions


Deployment

  On-premises
  Cloud-based
  Hybrid


Application

  Operational analytics
  Production management
  Customer analytics
  Supply chain management
  Others


Geography

  North America

    US
    Canada
    Mexico


  Europe

    France
    Germany
    UK


  APAC

    China
    India
    Japan
    South Korea


  Rest of World (ROW)

By Type Insights

The services segment is estimated to witness significant growth during the forecast period. In the realm of manufacturing, the rise of data from sensors, machines, and operations presents a significant opportunity for analytics and insights. Big data services play a pivotal role in this landscape, empowering manufacturers to optimize resource allocation, minimize operational inefficiencies, and discover cost-saving opportunities. Real-time analytics enable predictive maintenance, reducing unplanned downtime and repair costs. Data visualization tools offer human-machine interfaces (HMIs) for seamless interaction, while machine learning and predictive modeling uncover hidden patterns and trends. Data security is paramount, with robust access control, encryption, and disaster recovery solutions ensuring data integrity. Supply chain management and demand forecasting are streamlined through data integration and real-time analytics.

Quality control is enhanced with digital twins and anomaly detection, minimizing defects and rework. Capacity planning and production monitoring are optimized through time series analysis and neural networks. IoT sensors and data acquisition systems feed data warehouses and data lakes, fueling statistical analysis and regression modeling. Energy efficiency is improved through data-driven insights, while inventory management

United States - Real Gross Domestic Product Growth: Private Services-Providing Industries in Big Horn County, WY was 902.98000 % Chg. from Preceding Period in January of 2024, according to the United States Federal Reserve. Historically, United States - Real Gross Domestic Product Growth: Private Services-Providing Industries in Big Horn County, WY reached a record high of 902.98000 in January of 2024 and a record low of 567.82000 in January of 2004. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Real Gross Domestic Product Growth: Private Services-Providing Industries in Big Horn County, WY - last updated from the United States Federal Reserve on May of 2025.

Snapshot img

Big Data Market Size 2025-2029

The big data market size is forecast to increase by USD 193.2 billion at a CAGR of 13.3% between 2024 and 2029.

The market is experiencing a significant rise due to the increasing volume of data being generated across industries. This data deluge is driving the need for advanced analytics and processing capabilities to gain valuable insights and make informed business decisions. A notable trend in this market is the rising adoption of blockchain solutions to enhance big data implementation. Blockchain's decentralized and secure nature offers an effective solution to address data security concerns, a growing challenge in the market. However, the increasing adoption of big data also brings forth new challenges. Data security issues persist as organizations grapple with protecting sensitive information from cyber threats and data breaches.
Companies must navigate these challenges by investing in robust security measures and implementing best practices to mitigate risks and maintain trust with their customers. To capitalize on the market opportunities and stay competitive, businesses must focus on harnessing the power of big data while addressing these challenges effectively. Deep learning frameworks and machine learning algorithms are transforming data science, from data literacy assessments to computer vision models.

What will be the Size of the Big Data Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
Request Free Sample

In today's data-driven business landscape, the demand for advanced data management solutions continues to grow. Companies are investing in business intelligence dashboards and data analytics tools to gain insights from their data and make informed decisions. However, with this increased reliance on data comes the need for robust data governance policies and regular data compliance audits. Data visualization software enables businesses to effectively communicate complex data insights, while data engineering ensures data is accessible and processed in real-time. Data-driven product development and data architecture are essential for creating agile and responsive business strategies. Data management encompasses data accessibility standards, data privacy policies, and data quality metrics.
Data usability guidelines, prescriptive modeling, and predictive modeling are critical for deriving actionable insights from data. Data integrity checks and data agility assessments are crucial components of a data-driven business strategy. As data becomes an increasingly valuable asset, businesses must prioritize data security and privacy. Prescriptive and predictive modeling, data-driven marketing, and data culture surveys are key trends shaping the future of data-driven businesses. Data engineering, data management, and data accessibility standards are interconnected, with data privacy policies and data compliance audits ensuring regulatory compliance.
Data engineering and data architecture are crucial for ensuring data accessibility and enabling real-time data processing. The data market is dynamic and evolving, with businesses increasingly relying on data to drive growth and inform decision-making. Data engineering, data management, and data analytics tools are essential components of a data-driven business strategy, with trends such as data privacy, data security, and data storytelling shaping the future of data-driven businesses.

How is this Big Data Industry segmented?

The big data industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Deployment

  On-premises
  Cloud-based
  Hybrid


Type

  Services
  Software


End-user

  BFSI
  Healthcare
  Retail and e-commerce
  IT and telecom
  Others


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    UK


  APAC

    Australia
    China
    India
    Japan
    South Korea


  Rest of World (ROW)

By Deployment Insights

The on-premises segment is estimated to witness significant growth during the forecast period.

In the realm of big data, on-premise and cloud-based deployment models cater to varying business needs. On-premise deployment allows for complete control over hardware and software, making it an attractive option for some organizations. However, this model comes with a significant upfront investment and ongoing maintenance costs. In contrast, cloud-based deployment offers flexibility and scalability, with service providers handling infrastructure and maintenance. Yet, it introduces potential security risks, as data is accessed through multiple points and stored on external servers. Data