In a June 2021 survey, inflation was the greatest economic concern for around 29 percent of Baby Boomers, or those between the ages of 56 and 74 years old, in the United States. On the other hand, ** percent of Gen Z/Millennial respondents (those between the ages of ** and **) said that wages were the most important economic concern.

United States SB: AK: Challenges (CH): Difficulties Hiring Employees: Yes data was reported at 40.900 % in 11 Apr 2022. This records an increase from the previous number of 24.700 % for 04 Apr 2022. United States SB: AK: Challenges (CH): Difficulties Hiring Employees: Yes data is updated weekly, averaging 30.800 % from Aug 2021 (Median) to 11 Apr 2022, with 27 observations. The data reached an all-time high of 46.500 % in 06 Sep 2021 and a record low of 16.600 % in 27 Dec 2021. United States SB: AK: Challenges (CH): Difficulties Hiring Employees: Yes 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.S053: Small Business Pulse Survey: by State: West Region: Weekly, Beg Monday (Discontinued).

In a June 2021 survey, inflation was the greatest economic concern for around ** percent of registered voters in the United States. However, only ***** percent of respondents said that interest rates are the most important economic concern.

United States SB: NM: Challenges (CH): Difficulties Hiring Employees: Yes data was reported at 31.600 % in 11 Apr 2022. This records an increase from the previous number of 27.400 % for 04 Apr 2022. United States SB: NM: Challenges (CH): Difficulties Hiring Employees: Yes data is updated weekly, averaging 29.200 % from Nov 2021 (Median) to 11 Apr 2022, with 18 observations. The data reached an all-time high of 38.900 % in 21 Mar 2022 and a record low of 21.900 % in 29 Nov 2021. United States SB: NM: Challenges (CH): Difficulties Hiring Employees: Yes 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.S053: Small Business Pulse Survey: by State: West Region: Weekly, Beg Monday (Discontinued).

The Pew Research Center’s American Trends Panel – Wave 84 (March 1–7, 2021) is a nationally representative survey of U.S. adults that explores opinions on political, social, and economic issues. Conducted in early March 2021, it captures public attitudes during the initial months of the Biden administration and the continued challenges of the COVID-19 pandemic.

Monthly and long-term United States economic indicators data: historical series and analyst forecasts curated by FocusEconomics.

United States SB: VT: Challenges (CH): Difficulties Hiring Employees: Yes data was reported at 44.900 % in 11 Apr 2022. This records an increase from the previous number of 33.300 % for 04 Apr 2022. United States SB: VT: Challenges (CH): Difficulties Hiring Employees: Yes data is updated weekly, averaging 31.650 % from Nov 2021 (Median) to 11 Apr 2022, with 18 observations. The data reached an all-time high of 44.900 % in 11 Apr 2022 and a record low of 20.900 % in 27 Dec 2021. United States SB: VT: Challenges (CH): Difficulties Hiring Employees: Yes 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.S049: Small Business Pulse Survey: by State: Northeast Region: Weekly, Beg Monday (Discontinued).

The 2021 Pew Research Center’s American Trends Panel Wave 95 September Survey was conducted from September 13 to 19, 2021. This nationally representative survey collected data on U.S. adults’ views regarding social, political, and economic issues during that period.

The 2021 Pew Research Center’s American Trends Panel Wave 97 October Survey was conducted from October 4 to 17, 2021. This nationally representative survey collected insights from U.S. adults on a range of social, political, and economic issues during that period.

Release Date: 2022-12-15.Release Schedule:.The data in this file come from the 2021 Annual Survey of Manufactures data files released in December 2022. For more information about the Annual Survey of Manufactures data, see About: Annual Survey of Manufactures...Key Table Information:.Includes only establishments of firms with payroll..Data may be subject to employment- and/or sales-size minimums that vary by industry...Data Items and Other Identifying Records: .Sales, value of shipments, or revenue ($1,000) .Relative standard error for estimate of sales, value of shipments, or revenue (%) .Annual payroll ($1,000) .Relative standard error for estimate of annual payroll (%) .First-quarter payroll ($1,000) .Relative standard error for estimate of first-quarter payroll (%) .Number of employees.Relative standard error for estimate of number of employees (%) .Production workers for pay period including March 12.Relative standard error for estimate of production workers for pay period including March 12 (%) .Production workers annual hours (1,000) .Relative standard error for estimate of production workers annual hours (%) .Production workers annual wages ($1,000) .Relative standard error for estimate of production workers annual wages (%) .Total cost of materials ($1,000) .Relative standard error for estimate of total cost of materials (%) .Value added ($1,000) .Relative standard error for estimate of value added (%) .Total capital expenditures (new and used) ($1,000) .Relative standard error for estimate of total capital expenditures (new and used) (%) .Range indicating percent of total sales, value of shipments, or revenue imputed .Range indicating percent of total annual payroll imputed .Range indicating percent of total employees imputed ....Geography Coverage:.The data are shown for employer establishments and firms for the U.S. and State levels that vary by industry..For information about 2021 Annual Survey of Manufactures, see About: Annual Survey of Manufactures...Industry Coverage:.The data are shown at the 2-through 4-digit 2017 NAICS code levels for U.S. and States. For information about NAICS, see Annual Survey of Manufactures (ASM): Technical Documentation: ASM Product Class Codes and Descriptions...Footnotes:.Not applicable...FTP Download:.Download the entire table at: https://www2.census.gov/programs-surveys/asm/data/2021/AM1831BASIC02.zip..API Information:.Annual Survey of Manufactures API data are housed in the Census Bureau API. For more information, see ASM API..Methodology:.To maintain confidentiality, the U.S. Census Bureau suppresses data to protect the identity of any business or individual. The census results in this file contain sampling and/or nonsampling error. Data users who create their own estimates using data from this file should cite the U.S. Census Bureau as the source of the original data only..To comply with disclosure avoidance guidelines, data rows with fewer than three contributing establishments are not presented. Additionally, establishment counts are suppressed when other select statistics in the same row are suppressed. For detailed information about the methods used to collect and produce statistics, including sampling, eligibility, questions, data collection and processing, data quality, review, weighting, estimation, coding operations, confidentiality protection, sampling error, nonsampling error, and more, see Annual Survey of Manufactures (ASM): Technical Documentation: Annual Survey of Manufactures Methodology...Symbols:.D - Withheld to avoid disclosing data of individual companies; data are included in higher level totals.N - Not available or not comparable.S - 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 applicable.A - Relative standard error of 100% or more.r - Revised (represented as a superscript).s - Relative standard error is 40 percent or more and less than 100 percent (data variable displayed as a superscript).For a complete list of all economic programs symbols, see the Economic Census: Technical Documentation: Data Dictionary...Source:.U.S. Census Bureau, 2021 Annual Survey of Manufactures (ASM).For information about the Annual Survey of Manufactures (ASM), see Business and Economy: Annual Survey of Manufactures (ASM)..Contact Information:.U.S. Census Bureau.For general inquiries:.(800) 242-2184/ (301) 763-5154.ewd.surveys@census.gov.For specific data questions:.(844) 303-7713.For additional contacts, see Annual Survey of Manufactures (ASM): About: Contact Us

Release Date: 2021-05-20.Release Schedule:.The data in this file come from the 2017 Economic Census. For information about economic census planned data product releases, see Economic Census: About: 2017 Release Schedules...Key Table Information:.Includes only establishments of firms with payroll...Data Items and Other Identifying Records:.Number of establishments.Sales, value of shipments, or revenue ($1,000).Type of payer revenue ($1,000).Response coverage of type of payer inquiry (%)..Each record includes a code which represents a specific type of payer category...Geography Coverage:.The data are shown for employer establishments at the U.S. and state levels. For information about economic census geographies, including changes for 2017, see Economic Census: Economic Geographies...Industry Coverage:.The data are shown at the 4-digit code level for 2017 NAICS codes beginning with 621, 622, and 623. For information about NAICS, see Economic Census: Technical Documentation: Economic Census Code Lists...Footnotes:.Not applicable...FTP Download:.Download the entire table at: https://www2.census.gov/programs-surveys/economic-census/data/2017/sector62/EC1762TYPEPAYER.zip..API Information:.Economic census data are housed in the Census Bureau API. For more information, see Explore Data: Developers: Available APIs: Economic Census..Methodology:.To maintain confidentiality, the U.S. Census Bureau suppresses data to protect the identity of any business or individual. The census results in this file contain sampling and/or nonsampling error. Data users who create their own estimates using data from this file should cite the U.S. Census Bureau as the source of the original data only...To comply with disclosure avoidance guidelines, data rows with fewer than three contributing establishments are not presented. Additionally, establishment counts are suppressed when other select statistics in the same row are suppressed. For detailed information about the methods used to collect and produce statistics, including sampling, eligibility, questions, data collection and processing, data quality, review, weighting, estimation, coding operations, confidentiality protection, sampling error, nonsampling error, and more, see Economic Census: Technical Documentation: Methodology...Symbols:.D - Withheld to avoid disclosing data for individual companies; data are included in higher level totals.N - Not available or not comparable.S - 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 applicable.A - Relative standard error of 100% or more.r - Revised.s - Relative standard error exceeds 40%.For a complete list of symbols, see Economic Census: Technical Documentation: Data Dictionary.. .Source:.U.S. Census Bureau, 2017 Economic Census.For information about the economic census, see Business and Economy: Economic Census...Contact Information:.U.S. Census Bureau.For general inquiries:. (800) 242-2184/ (301) 763-5154. ewd.outreach@census.gov.For specific data questions:. (800) 541-8345.For additional contacts, see Economic Census: About: Contact Us.

Release Date: 2021-12-09.Release Schedule:.The data in this file come from the 2020 Annual Survey of Manufactures data files released in December 2021. For more information about the Annual Survey of Manufactures data, see About: Annual Survey of Manufactures...Key Table Information:.Includes only establishments of firms with payroll..Data may be subject to employment- and/or sales-size minimums that vary by industry...Data Items and Other Identifying Records: .Sales, value of shipments, or revenue ($1,000) .Relative standard error for estimate of sales, value of shipments, or revenue (%) .Value of donated products ($1,000) .Relative standard error for estimate of value of donated products (%) ...Geography Coverage:.The data are shown for employer establishments and firms for the U.S. and State levels that vary by industry..For information about 2020 Annual Survey of Manufactures, see About: Annual Survey of Manufactures...Industry Coverage:.The data are shown at the 2-through 6-digit 2017 NAICS code levels for the U.S. and at the 2-digit 2017 NAICS code level for States. For information about NAICS, see Annual Survey of Manufactures (ASM): Technical Documentation: ASM Product Class Codes and Descriptions...Footnotes:.Not applicable...FTP Download:.Download the entire table at: https://www2.census.gov/programs-surveys/asm/data/2020/AM1831BASIC05.zip..API Information:.Annual Survey of Manufactures API data are housed in the Census Bureau API. For more information, see ASM API..Methodology:.To maintain confidentiality, the U.S. Census Bureau suppresses data to protect the identity of any business or individual. The census results in this file contain sampling and/or nonsampling error. Data users who create their own estimates using data from this file should cite the U.S. Census Bureau as the source of the original data only..To comply with disclosure avoidance guidelines, data rows with fewer than three contributing establishments are not presented. Additionally, establishment counts are suppressed when other select statistics in the same row are suppressed. For detailed information about the methods used to collect and produce statistics, including sampling, eligibility, questions, data collection and processing, data quality, review, weighting, estimation, coding operations, confidentiality protection, sampling error, nonsampling error, and more, see Annual Survey of Manufactures (ASM): Technical Documentation: Annual Survey of Manufactures Methodology...Symbols:.D - Withheld to avoid disclosing data of individual companies; data are included in higher level totals.N - Not available or not comparable.S - 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 applicable.A - Relative standard error of 100% or more.r - Revised (represented as a superscript).s - Relative standard error is 40 percent or more and less than 100 percent (data variable displayed as a superscript).For a complete list of all economic programs symbols, see the Economic Census: Technical Documentation: Data Dictionary...Source:.U.S. Census Bureau, 2020 Annual Survey of Manufactures (ASM).For information about the Annual Survey of Manufactures (ASM), see Business and Economy: Annual Survey of Manufactures (ASM)..Contact Information:.U.S. Census Bureau.For general inquiries:.(800) 242-2184/ (301) 763-5154.ewd.surveys@census.gov.For specific data questions:.(844) 303-7713.For additional contacts, see Annual Survey of Manufactures (ASM): About: Contact Us

The Gross Domestic Product (GDP) in the United States expanded 2.10 percent in the second quarter of 2025 over the same quarter of the previous year. This dataset provides the latest reported value for - United States GDP Annual Growth Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Graph and download economic data for Government-Sponsored Enterprises; Federal Funds and Security Repurchase Agreements Issued by Non-Depository Financial Institutions; Asset (FWTW), Level (DISCONTINUED) (BOGZ1FL402050095Q) from Q4 1945 to Q3 2021 about non-depository, GSE, funds, repurchase agreements, issues, financial, securities, federal, assets, and USA.

According to a survey conducted among senior hiring managers in the United States in 2021, ** percent said that the most challenging aspect of working with independent contractors was the recruitment process. A further ** percent of those surveyed said that the most challenging aspect was payment.

Release Date: 2021-04-22.Release Schedule:.The data in this file come from the 2017 Economic Census. For information about economic census planned data product releases, see Economic Census: About: 2017 Release Schedules...Key Table Information:.Includes only establishments and firms with payroll..Data may be subject to employment- and/or sales-size minimums that vary by industry...Data Items and Other Identifying Records:.Number of establishments.Sales, value of shipments, or revenue ($1,000).Capital expenditures for new construction ($1,000).Capital expenditures for new construction for work done by own employees ($1,000).Expenses for maintenance and repair ($1,000).Expenses for maintenance and repair for work done by own employees ($1,000).Response coverage of construction activity capital expenditures inquiry (%).Response coverage of construction activity expenses for maintenance & repair inquiry (%)..Geography Coverage.The data are shown for employer establishments at the US and State levels. For information about economic census geographies, including changes for 2017, see Economic Census: Economic Geographies...Industry Coverage:.The data are shown for 2017 NAICS code 486. For information about NAICS, see Economic Census: Technical Documentation: Economic Census Code Lists..Footnotes:.Not applicable..FTP Download:.Download the entire table at: https://www2.census.gov/programs-surveys/economic-census/data/2017/sector48/EC1748CONACT.zip..API Information:.Economic census data are housed in the Census Bureau API. For more information, see Explore Data: Developers: Available APIs: Economic Census..Methodology:.To maintain confidentiality, the U.S. Census Bureau suppresses data to protect the identity of any business or individual. The census results in this file contain sampling and/or nonsampling error. Data users who create their own estimates using data from this file should cite the U.S. Census Bureau as the source of the original data only...To comply with disclosure avoidance guidelines, data rows with fewer than three contributing establishments are not presented. Additionally, establishment counts are suppressed when other select statistics in the same row are suppressed. For detailed information about the methods used to collect and produce statistics, including sampling, eligibility, questions, data collection and processing, data quality, review, weighting, estimation, coding operations, confidentiality protection, sampling error, nonsampling error, and more, see Economic Census: Technical Documentation: Methodology...Symbols:.D - Withheld to avoid disclosing data for individual companies; data are included in higher level totals.N - Not available or not comparable.S - 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 applicable.A - Relative standard error of 100% or more.r - Revised.s - Relative standard error exceeds 40%.For a complete list of symbols, see Economic Census: Technical Documentation: Data Dictionary.. .Source:.U.S. Census Bureau, 2017 Economic Census.For information about the economic census, see Business and Economy: Economic Census...Contact Information:.U.S. Census Bureau.For general inquiries:. (800) 242-2184/ (301) 763-5154. ewd.outreach@census.gov.For specific data questions:. (800) 541-8345.For additional contacts, see Economic Census: About: Contact Us.

United States SBP: MG: Delays/Difficulties: Diff Locating Alt Foreign Suppliers data was reported at 16.500 % in 29 Nov 2021. United States SBP: MG: Delays/Difficulties: Diff Locating Alt Foreign Suppliers data is updated weekly, averaging 16.500 % from Nov 2021 (Median) to 29 Nov 2021, with 1 observations. The data reached an all-time high of 16.500 % in 29 Nov 2021 and a record low of 16.500 % in 29 Nov 2021. United States SBP: MG: Delays/Difficulties: Diff Locating Alt Foreign Suppliers 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.S045: Small Business Pulse Survey: by Sector: Weekly. Beg Monday (Discontinued).

The Pew Research Center’s American Trends Panel – Wave 81 (January 19–24, 2021) is a nationally representative survey of U.S. adults capturing opinions on political, social, and economic issues. Conducted right after the presidential inauguration, it reflects public attitudes during a historic political transition and ongoing COVID-19 pandemic.

Graph and download economic data for Other Financial Business; Security Repurchase Agreements Issued by the Rest of the World; Asset (FWTW), Level (DISCONTINUED) (BOGZ1FL502051063Q) from Q4 1945 to Q3 2021 about repurchase agreements, issues, finance companies, companies, finance, World, financial, securities, assets, and USA.

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?