The International Macroeconomic Data Set provides data from 1969 through 2030 for real (adjusted for inflation) gross domestic product (GDP), population, real exchange rates, and other variables for the 190 countries and 34 regions that are most important for U.S. agricultural trade. The data presented here are a key component of the USDA Baseline projections process, and can be used as a benchmark for analyzing the impacts of U.S. and global macroeconomic shocks.

Analysis of ‘USA Key Economic Indicators’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/calven22/usa-key-macroeconomic-indicators on 28 January 2022.

--- Dataset description provided by original source is as follows ---

Context

Domino’s Pizza, like many other restaurant chains, is getting pinched by higher food costs. The company’s chief executive, Richard Allison, anticipates “unprecedented increases” in the company’s food costs, which could jump by 8-10%. He said that is three to four times what the pizza chain would normally expect in a year.

This leads to the paramount issue of inflation which affects every aspects of the economy, from consumer spending, business investment and employment rates to government programs, tax policies, and interest rates. The recent release of consumer inflation data showed prices rose at the fastest pace since 1982. Inflation forecasting is key in the conduct of monetary policy and can be used in many other ways such as preserving asset values. This dataset is a consolidated macroeconomic official statistics from 1981 to 2021, containing data available in month and quarterly format.

Content

The Core Consumer Price Index (ccpi) measures the changes in the price of goods and services, excluding food and energy due to their volatility. It measures price change from the perspective of the consumer. It is a often used to measure changes in purchasing trends and inflation.

Do note there are some null values in the dataset.

Acknowledgements

All data belongs to the U.S. Bureau of Economic Analysis official release, and are retrieved from FRED, Federal Reserve Bank of St. Louis.

Inspiration

What are some noticeable patterns or seasonality of the economy? What are the current trends of the economy? Which indicators has an effect on Core CPI or vice-versa based on predictive power or influence?

Quarterly data and monthly data can be merged with forward-fill or interpolation methods.

What is the forecast of Core CPI in 2022?

--- Original source retains full ownership of the source dataset ---

This dataset of United States Macroeconomic Indicators is part of the Annual Energy Outlook (AEO) report from the U.S. Energy Information Administration (EIA). It highlights changes in the AEO Reference case projections for key energy topics. The Annual Energy Outlook presents a projection and analysis of US energy supply, demand, and prices through 2035. The projections are based on results from the Energy Information Administration's National Energy Modeling System.

United States Other Volume Changes: State & Local Government data was reported at 0.979 USD bn in Mar 2018. This records an increase from the previous number of -50.201 USD bn for Dec 2017. United States Other Volume Changes: State & Local Government data is updated quarterly, averaging -0.394 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 124.987 USD bn in Sep 2002 and a record low of -769.576 USD bn in Mar 2004. United States Other Volume Changes: State & Local Government data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

The Gross Domestic Product (GDP) in the United States was worth 29184.89 billion US dollars in 2024, according to official data from the World Bank. The GDP value of the United States represents 27.49 percent of the world economy. This dataset provides - United States GDP - actual values, historical data, forecast, chart, statistics, economic calendar and news.

United States NLB: saar: Financial Account: Federal Government data was reported at -1,048.756 USD bn in Jun 2018. This records an increase from the previous number of -1,650.919 USD bn for Mar 2018. United States NLB: saar: Financial Account: Federal Government data is updated quarterly, averaging -105.947 USD bn from Dec 1951 (Median) to Jun 2018, with 267 observations. The data reached an all-time high of 788.599 USD bn in Dec 2017 and a record low of -1,655.822 USD bn in Jun 2010. United States NLB: saar: Financial Account: Federal Government data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

Graph and download economic data for Equity Market Volatility Tracker: Macroeconomic News and Outlook: Broad Quantity Indicators (EMVMACROBROAD) from Jan 1985 to Jun 2025 about volatility, uncertainty, equity, broad, indexes, and USA.

United States Holding Gains/Losses: Federal Government data was reported at 28.191 USD bn in Mar 2018. This records an increase from the previous number of 17.408 USD bn for Dec 2017. United States Holding Gains/Losses: Federal Government data is updated quarterly, averaging 8.288 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 39.953 USD bn in Dec 2004 and a record low of -59.839 USD bn in Mar 2009. United States Holding Gains/Losses: Federal Government data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States NLB: saar: Financial Account: State & Local Government data was reported at -151.451 USD bn in Mar 2018. This records a decrease from the previous number of -119.237 USD bn for Dec 2017. United States NLB: saar: Financial Account: State & Local Government data is updated quarterly, averaging -11.244 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 178.753 USD bn in Sep 2002 and a record low of -933.452 USD bn in Jun 2003. United States NLB: saar: Financial Account: State & Local Government data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States NS: saar: Federal Government data was reported at -909.968 USD bn in Mar 2018. This records a decrease from the previous number of -745.957 USD bn for Dec 2017. United States NS: saar: Federal Government data is updated quarterly, averaging -90.177 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 176.163 USD bn in Mar 2000 and a record low of -1,351.915 USD bn in Mar 2010. United States NS: saar: Federal Government data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States Other Volume Changes: Rest of the World data was reported at -70.951 USD bn in Mar 2018. This records an increase from the previous number of -98.063 USD bn for Dec 2017. United States Other Volume Changes: Rest of the World data is updated quarterly, averaging -0.105 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 165.672 USD bn in Mar 2011 and a record low of -297.668 USD bn in Sep 2007. United States Other Volume Changes: Rest of the World data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States Holding Gains/Losses: Financial Business data was reported at -134.532 USD bn in Mar 2018. This records an increase from the previous number of -144.866 USD bn for Dec 2017. United States Holding Gains/Losses: Financial Business data is updated quarterly, averaging -2.131 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 1,201.158 USD bn in Dec 2008 and a record low of -775.491 USD bn in Dec 2016. United States Holding Gains/Losses: Financial Business data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States Net Saving (NS): saar data was reported at 305.747 USD bn in Mar 2018. This records an increase from the previous number of 271.208 USD bn for Dec 2017. United States Net Saving (NS): saar data is updated quarterly, averaging 187.467 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 710.232 USD bn in Jun 2015 and a record low of -364.488 USD bn in Sep 2009. United States Net Saving (NS): saar data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States NLB: saar: Financial Account: HH & Nonprofit Institutions data was reported at 1,067.720 USD bn in Mar 2018. This records an increase from the previous number of 450.112 USD bn for Dec 2017. United States NLB: saar: Financial Account: HH & Nonprofit Institutions data is updated quarterly, averaging 112.782 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 2,187.441 USD bn in Sep 2011 and a record low of -1,043.713 USD bn in Sep 2006. United States NLB: saar: Financial Account: HH & Nonprofit Institutions data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States NS: saar: Financial Business data was reported at 296.317 USD bn in Mar 2018. This records an increase from the previous number of 274.452 USD bn for Dec 2017. United States NS: saar: Financial Business data is updated quarterly, averaging 7.640 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 296.317 USD bn in Mar 2018 and a record low of -303.750 USD bn in Dec 2008. United States NS: saar: Financial Business data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States NS: saar: State & Local Government data was reported at -134.309 USD bn in Mar 2018. This records an increase from the previous number of -155.600 USD bn for Dec 2017. United States NS: saar: State & Local Government data is updated quarterly, averaging 1.951 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 25.557 USD bn in Mar 1986 and a record low of -285.589 USD bn in Sep 2009. United States NS: saar: State & Local Government data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States Net Worth: State & Local Government data was reported at 23.409 USD bn in Mar 2018. This records a decrease from the previous number of 209.770 USD bn for Dec 2017. United States Net Worth: State & Local Government data is updated quarterly, averaging 16.352 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 350.608 USD bn in Dec 2006 and a record low of -692.763 USD bn in Mar 2004. United States Net Worth: State & Local Government data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States NCT: saar: Financial Business data was reported at 0.000 USD bn in Mar 2018. This records a decrease from the previous number of 170.000 USD bn for Dec 2017. United States NCT: saar: Financial Business data is updated quarterly, averaging 0.000 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 247.360 USD bn in Sep 2017 and a record low of -270.660 USD bn in Dec 2008. United States NCT: saar: Financial Business data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.

United States CA: saar: NVA: Compensation of Employees (COE) data was reported at 10,622.048 USD bn in Mar 2018. This records an increase from the previous number of 10,485.714 USD bn for Dec 2017. United States CA: saar: NVA: Compensation of Employees (COE) data is updated quarterly, averaging 3,628.984 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 272,783.000 USD bn in Dec 1958 and a record low of 280.305 USD bn in Mar 1959. United States CA: saar: NVA: Compensation of Employees (COE) data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB073: Integrated Macroeconomic Accounts: Total Economy: Current Account.

United States Holding Gains/Losses: Nonfinancial Noncorp Business data was reported at 82.277 USD bn in Mar 2018. This records a decrease from the previous number of 200.590 USD bn for Dec 2017. United States Holding Gains/Losses: Nonfinancial Noncorp Business data is updated quarterly, averaging 25.205 USD bn from Dec 1951 (Median) to Mar 2018, with 266 observations. The data reached an all-time high of 330.855 USD bn in Jun 2004 and a record low of -417.259 USD bn in Jun 2009. United States Holding Gains/Losses: Nonfinancial Noncorp Business data remains active status in CEIC and is reported by Federal Reserve Board. The data is categorized under Global Database’s USA – Table US.AB074: Integrated Macroeconomic Accounts: Total Economy and Sectors: Selected Aggregates.