The United States gross domestic product (GDP) was forecast to reach over 30.1 trillion U.S. dollars in 2025. Furthermore, by 2035, it is expected to surpass 43.9 trillion U.S. dollars. GDP refers to the market value of all final goods and services produced within a country in a given period.

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.

In 2024, the real gross domestic product (GDP) of California was 3.37 trillion U.S. dollars. This is a slight increase from the previous year, when the state's GDP stood at 3.25 trillion U.S. dollars.

United States The Economist YouGov Polls: 2024 Presidential Election: Donald Trump data was reported at 46.000 % in 29 Oct 2024. This stayed constant from the previous number of 46.000 % for 22 Oct 2024. United States The Economist YouGov Polls: 2024 Presidential Election: Donald Trump data is updated weekly, averaging 43.000 % from May 2023 (Median) to 29 Oct 2024, with 61 observations. The data reached an all-time high of 46.000 % in 29 Oct 2024 and a record low of 38.000 % in 31 Oct 2023. United States The Economist YouGov Polls: 2024 Presidential Election: Donald Trump data remains active status in CEIC and is reported by YouGov PLC. The data is categorized under Global Database’s United States – Table US.PR004: The Economist YouGov Polls: 2024 Presidential Election (Discontinued). If an election for president were going to be held now and the Democratic nominee was Joe Biden and the Republican nominee was Donald Trump, would you vote for...

Graph and download economic data for Real Gross Domestic Product: Private Industries in the United States (USPIRGSP) from 1997 to 2024 about GSP, private industries, private, real, industry, GDP, and USA.

Graph and download economic data for Shares of gross domestic product: Imports of goods and services (B021RE1A156NBEA) from 1929 to 2024 about Shares of GDP, imports, goods, services, GDP, and USA.

Key information about US Tax revenue: % of GDP

• United States Tax revenue: % of GDP was reported at 16.5 % in Dec 2024.
• This records an increase from the previous number of 16.1 % for Dec 2023.
• US Tax revenue: % of GDP data is updated yearly, averaging 18.0 % from Dec 1968 to 2024, with 57 observations.
• The data reached an all-time high of 19.5 % in 2000 and a record low of 13.7 % in 2009.
• US Tax revenue: % of GDP data remains active status in CEIC and is reported by CEIC Data.
• The data is categorized under World Trend Plus’s Global Economic Monitor – Table: Tax Revenue: % of Nominal GDP: Annual.

CEIC calculates annual Tax Revenue as % of Nominal GDP from monthly Tax Revenue and annual Nominal GDP. Tax Revenue is calculated as the sum of Individual Income Taxes, Corporation Income Taxes, Social Insurance Taxes, Excise Tax, Estate and Gift Taxes and Customs Duties. The Bureau of the Fiscal Service provides Tax Revenue in USD. The Bureau of Economic Analysis provides Nominal GDP in USD.

Actual value and historical data chart for Iraq Merchandise Exports By The Reporting Economy Us Dollar

GDP based on PPP of United States of America surged by 5.28% from 27,720,709,000,000 international dollars in 2023 to 29,184,890,000,000 international dollars in 2024. Since the 0.86% dip in 2020, GDP based on PPP soared by 36.67% in 2024. PPP GDP is gross domestic product converted to international dollars using purchasing power parity rates. An international dollar has the same purchasing power over GDP as the U.S. dollar has in the United States. GDP is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. Data are in current international dollars.

This statistic shows the distribution of land in U.S. farms in 2023, by economic sales class. In 2024, 11.4 percent of U.S. farmland belonged to farms categorized in the 100,000 to 249,999 U.S. dollars sales class.

Graph and download economic data for Gross Domestic Product: Real Estate (531) in the United States (USREALNGSP) from 1997 to 2024 about leases, real estate, rent, finance, insurance, GSP, private industries, private, industry, GDP, and USA.

The Gross Domestic Product (GDP) in Bolivia was worth 49.67 billion US dollars in 2024, according to official data from the World Bank. The GDP value of Bolivia represents 0.05 percent of the world economy. This dataset provides - Bolivia GDP - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Actual value and historical data chart for Australia Merchandise Exports By The Reporting Economy Us Dollar

Source is Federal Reserve Bank of St. Louis. Retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/"NAME OF MEASURE" Column names are "Name of Measure" from FRED's catalog.

Group 1: Yield Curve Indicators These focus on the shape of the Treasury yield curve, comparing longer-term to shorter-term rates. They are primarily used to: Signal Economic Expectations: A normal curve (longer-term rates higher) suggests expectations of growth and possibly inflation. A flattening or inverted curve (short-term rates near or above long-term) could signal a potential slowdown or recession.

Group 2: Monetary Policy and Market Expectations These spreads look at the difference between Treasury yields and the Federal Funds Rate, the primary tool of monetary policy. They indicate: Market vs. Fed Outlook: Widening spreads could suggest the market expects faster rate hikes or higher long-term inflation than the Fed is signaling. Narrowing spreads could mean the opposite. Risk-Taking: When these spreads widen, it can be a sign of investors moving from safe Treasuries to riskier assets in search of yield.

Group 3: Credit Risk and Market Sentiment These spreads focus on corporate bond yields relative to Treasuries, highlighting the added compensation investors require for holding riskier corporate debt. They signal: Credit Conditions: Widening spreads suggest deteriorating credit conditions or lower risk tolerance among investors. Narrowing spreads suggest the opposite. Economic Confidence: Investors often demand higher premiums for corporate bonds during economic uncertainty, widening these spreads.

Group 4: Breakeven Inflation Rates The breakeven inflation rate represents a measure of expected inflation derived from 30-Year Treasury Constant Maturity Securities (BC_30YEAR) and 30-Year Treasury Inflation-Indexed Constant Maturity Securities (TC_30YEAR). The latest value implies what market participants expect inflation to be in the next 30 years, on average.

The United States has, by far, the largest gross domestic product (GDP) of the G7 countries. Moreover, while the GDP of the other six countries fluctuated between 2000 and 2024, the U.S.' grew almost constantly, reaching an estimated 29.2 trillion U.S. dollars in 2024. The United States is also the world's largest economy ahead of China. Germany had the second largest economy of the G7 countries at around 4.7 trillion U.S. dollars.

Nighttime Lights Economic Indicators Market Outlook

According to our latest research, the Global Nighttime Lights Economic Indicators market size was valued at $2.1 billion in 2024 and is projected to reach $7.8 billion by 2033, expanding at a robust CAGR of 15.2% during 2024–2033. One of the primary drivers fueling this remarkable growth is the increasing reliance on real-time, objective data for economic analysis and urban development, especially as satellite and remote sensing technologies become more accessible and sophisticated. Nighttime lights data, derived from satellite and aerial imagery, has emerged as a crucial proxy for economic activity, infrastructure development, and disaster response, empowering governments, financial institutions, and urban planners to make more informed decisions in an ever-evolving global landscape.

Regional Outlook

North America currently holds the largest share of the Nighttime Lights Economic Indicators market, accounting for approximately 38% of the global value in 2024. This dominance is attributed to the region’s mature technological infrastructure, strong investment in satellite and remote sensing capabilities, and a well-established ecosystem of data analytics firms. The United States, in particular, benefits from robust federal and state-level initiatives supporting geospatial data utilization for urban planning, economic forecasting, and disaster management. The presence of major space agencies and private satellite operators further enhances data availability and quality, enabling a wide spectrum of end-users, from government agencies to financial institutions, to leverage nighttime lights as a reliable economic indicator. Additionally, North America's advanced regulatory frameworks and public-private partnerships have fostered a climate ripe for innovation and early adoption of cutting-edge geospatial analytics solutions.

The Asia Pacific region is anticipated to be the fastest-growing market for Nighttime Lights Economic Indicators, with a projected CAGR of 18.7% from 2024 to 2033. This acceleration is driven by rapid urbanization, burgeoning smart city initiatives, and significant investments in satellite and remote sensing technologies across countries such as China, India, and Japan. Governments and urban planners in the region are increasingly leveraging nighttime lights data to address challenges related to infrastructure development, population migration, and environmental monitoring. The proliferation of low-cost satellite launches and the expansion of national space programs have democratized access to high-resolution imagery, while regional collaborations and public-private partnerships are catalyzing the integration of geospatial analytics into mainstream economic planning. Furthermore, the Asia Pacific’s growing research community and technology startups are contributing to the development of innovative applications, further propelling market growth.

Emerging economies in Latin America, the Middle East, and Africa are gradually embracing Nighttime Lights Economic Indicators, although adoption is tempered by challenges such as limited technical expertise, data accessibility issues, and inconsistent regulatory support. Nevertheless, there is a growing recognition of the value that satellite-derived economic indicators can bring to addressing localized challenges such as informal settlements, disaster response, and resource allocation. In Africa, for instance, nighttime lights data is increasingly used to monitor electrification progress and urban expansion. Latin American countries are leveraging such indicators for disaster management and urban planning, particularly in regions prone to natural calamities. While these regions currently account for a smaller share of the global market, targeted policy reforms, international collaborations, and investments in capacity building are expected to accelerate adoption, bridging the gap between developed and developing markets.

Report Scope

Attributes	Details
Report Title	Nighttime Lights Economic Indicators Market Research Repo

Graph and download economic data for Gross Domestic Product: Implicit Price Deflator (GDPDEF) from Q1 1947 to Q2 2025 about implicit price deflator, headline figure, inflation, GDP, and USA.

Key Table Information.Table Title.Manufacturing: E-Commerce Statistics for the U.S.: 2022.Table ID.ECNECOMM2022.EC2231ECOMM.Survey/Program.Economic Census.Year.2022.Dataset.ECN Core Statistics Manufacturing: E-Commerce Statistics for the U.S.: 2022.Release Date.2025-01-23.Release Schedule.The Economic Census occurs every five years, in years ending in 2 and 7.The data in this file come from the 2022 Economic Census data files released on a flow basis starting in January 2024 with First Look Statistics. Preliminary U.S. totals released in January 2024 are superseded with final data shown in the releases of later economic census statistics through March 2026.For more information about economic census planned data product releases, see 2022 Economic Census Release Schedule..Dataset Universe.The dataset universe consists of all establishments that are in operation for at least some part of 2022, are located in one of the 50 U.S. states, associated offshore areas, or the District of Columbia, have paid employees, and are classified in one of nineteen in-scope sectors defined by the 2022 North American Industry Classification System (NAICS)..Methodology.Data Items and Other Identifying Records.Sales, value of shipments, or revenue ($1,000)E-Shipments value ($1,000) E-Shipments as percent of total sales, value of shipments, or revenue (%) Range indicating imputed percentage of total sales, value of shipments, or revenueDefinitions can be found by clicking on the column header in the table or by accessing the Economic Census Glossary..Unit(s) of Observation.The reporting units for the economic census are employer establishments. An establishment is generally a single physical location where business is conducted or where services or industrial operations are performed. A company or firm is comprised of one or more in-scope establishments that operate under the ownership or control of a single organization. For some industries, the reporting units are instead groups of all establishments in the same industry belonging to the same firm..Geography Coverage.The data are shown for the U.S. level only. For information about economic census geographies, including changes for 2022, see Geographies..Industry Coverage.The data are shown at the 2- through 3-digit 2022 NAICS code levels for the U.S. For information about NAICS, see Economic Census Code Lists..Sampling.The 2022 Economic Census sample includes all active operating establishments of multi-establishment firms and approximately 1.7 million single-establishment firms, stratified by industry and state. Establishments selected to the sample receive a questionnaire. For all data on this table, establishments not selected into the sample are represented with administrative data. For more information about the sample design, see 2022 Economic Census Methodology..Confidentiality.The Census Bureau has reviewed this data product to ensure appropriate access, use, and disclosure avoidance protection of the confidential source data (Project No. 7504609, Disclosure Review Board (DRB) approval number: CBDRB-FY23-099).To protect confidentiality, the U.S. Census Bureau suppresses cell values to minimize the risk of identifying a particular business’ data or identity.To comply with disclosure avoidance guidelines, data rows with fewer than three contributing firms or three contributing establishments are not presented. Additionally, establishment counts are suppressed when other select statistics in the same row are suppressed. More information on disclosure avoidance is available in the 2022 Economic Census Methodology..Technical Documentation/Methodology.For detailed information about the methods used to collect data and produce statistics, survey questionnaires, Primary Business Activity/NAICS codes, NAPCS codes, and more, see Economic Census Technical Documentation..Weights.No weighting applied as establishments not sampled are represented with administrative data..Table Information.FTP Download.https://www2.census.gov/programs-surveys/economic-census/data/2022/sector31/.API Information.Economic census data are housed in the Census Bureau Application Programming Interface (API)..Symbols.D - Withheld to avoid disclosing data for individual companies; data are included in higher level totalsN - Not available or not comparableS - Estimate does not meet publication standards because of high sampling variability, poor response quality, or other concerns about the estimate quality. Unpublished estimates derived from this table by subtraction are subject to these same limitations and should not be attributed to the U.S. Census Bureau. For a description of publication standards and the total quantity response rate, see link to program methodology page.X - Not applicableA - Relative standard error of 100% or morer - Reviseds - Relative standard error exceeds 40%For a complete list of symbols, see Economic Census Data Dictionary..Data-Specific Notes.Data users who create their own es...

Report Overview

As per the latest insights from Market.us, the global AI in eCommerce market is poised for significant growth over the next decade. The market size is expected to reach a value of USD 50.98 billion by 2033, up from USD 5.79 billion in 2023, reflecting a compound annual growth rate (CAGR) of 24.3% during the forecast period from 2024 to 2033. This rapid expansion underscores the growing reliance on artificial intelligence technologies to enhance eCommerce operations, from personalized recommendations to automated customer service.

In 2023, North America dominated the market, holding a substantial share of 38.6%, with a revenue of USD 2.23 billion. The region’s leadership is driven by the high adoption of AI-powered solutions, robust digital infrastructure, and strong investments in innovative technologies. As businesses increasingly seek to improve customer experiences and streamline operations, AI’s role in the eCommerce sector is expected to become even more pivotal, fueling growth in both developed and emerging markets.

The AI in e-commerce market is experiencing rapid growth, with significant investments directed towards enhancing customer engagement and operational efficiency. By 2025, the market size is projected to reach significant figures, driven by the widespread adoption of AI technologies such as chatbots, recommendation engines, and visual search tools. Retailers are leveraging these technologies to improve customer interaction, predict product demand, and create a more engaging shopping environment​.

https://market.us/wp-content/uploads/2024/04/AI-In-Ecommerce-Market-1024x595.jpg" alt="AI In Ecommerce Market" class="wp-image-118050">

According to the Adobe Digital Economy Index, online retail sales in the United States for the first quarter of 2021 made up 40% of total retail sales, compared to 36% during the same period in 2020. This noticeable increase highlights a clear spike in online shopping, which has been a key factor driving the growth and adoption of artificial intelligence (AI) in the e-commerce industry. As more consumers shift towards digital platforms for their shopping needs, businesses are increasingly leveraging AI to optimize customer experiences, streamline operations, and personalize interactions, further fueling the expansion of AI technologies within the sector.

The primary driving factors for AI in e-commerce include the need for enhanced customer personalization, improved operational efficiency, and competitive advantage. AI-driven personalization engines are able to tailor product recommendations and marketing messages based on individual user behavior, significantly enhancing the customer experience. Moreover, AI’s capability in inventory and supply chain management helps retailers reduce costs and improve service delivery by predicting demand and optimizing stock levels​.

The average for 2024 based on 14 countries was 0.669 index points. The highest value was in Jamaica: 0.941 index points and the lowest value was in Nicaragua: 0.019 index points. The indicator is available from 1960 to 2024. Below is a chart for all countries where data are available.