Graph and download economic data for Unemployment Rate - Manufacturing Industry, Private Wage and Salary Workers (LNU04032232) from Jan 2000 to May 2025 about salaries, workers, private industries, 16 years +, wages, household survey, private, unemployment, manufacturing, industry, rate, and USA.

In April 2025, the agriculture and related private wage and salary workers industry had the highest unemployment rate in the United States, at eight percent. In comparison, government workers had the lowest unemployment rate, at 1.8 percent. The average for all industries was 3.9 percent. U.S. unemployment There are several factors that impact unemployment, as it fluctuates with the state of the economy. Unfortunately, the forecasted unemployment rate in the United States is expected to increase as we head into the latter half of the decade. Those with a bachelor’s degree or higher saw the lowest unemployment rate from 1992 to 2022 in the United States, which is attributed to the fact that higher levels of education are seen as more desirable in the workforce. Nevada unemployment Nevada is one of the states with the highest unemployment rates in the country and Vermont typically has one of the lowest unemployment rates. These are seasonally adjusted rates, which means that seasonal factors such as holiday periods and weather events that influence employment periods are removed. Nevada's economy consists of industries that are currently suffering high unemployment rates such as tourism. As of May 2023, about 5.4 percent of Nevada's population was unemployed, possibly due to the lingering impact of the coronavirus pandemic.

United States - Unemployment Rate - Manufacturing Industry, Private Wage and Salary Workers was 3.60% in May of 2025, according to the United States Federal Reserve. Historically, United States - Unemployment Rate - Manufacturing Industry, Private Wage and Salary Workers reached a record high of 13.20 in April of 2020 and a record low of 1.80 in December of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Unemployment Rate - Manufacturing Industry, Private Wage and Salary Workers - last updated from the United States Federal Reserve on June of 2025.

Graph and download economic data for Unemployment Level - Production Occupations (LNU03032227) from Jan 2000 to May 2025 about occupation, 16 years +, production, household survey, unemployment, and USA.

United States - Unemployment Level - Manufacturing Industry, Private Wage and Salary Workers was 547.00000 Thous. of Persons in May of 2025, according to the United States Federal Reserve. Historically, United States - Unemployment Level - Manufacturing Industry, Private Wage and Salary Workers reached a record high of 2010.00000 in May of 2009 and a record low of 271.00000 in December of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Unemployment Level - Manufacturing Industry, Private Wage and Salary Workers - last updated from the United States Federal Reserve on June of 2025.

In 1990, the unemployment rate of the United States stood at 5.6 percent. Since then there have been many significant fluctuations to this number - the 2008 financial crisis left millions of people without work, as did the COVID-19 pandemic. By the end of 2022 and throughout 2023, the unemployment rate came to 3.6 percent, the lowest rate seen for decades. However, 2024 saw an increase up to four percent. For monthly updates on unemployment in the United States visit either the monthly national unemployment rate here, or the monthly state unemployment rate here. Both are seasonally adjusted. UnemploymentUnemployment is defined as a situation when an employed person is laid off, fired or quits his work and is still actively looking for a job. Unemployment can be found even in the healthiest economies, and many economists consider an unemployment rate at or below five percent to mean there is 'full employment' within an economy. If former employed persons go back to school or leave the job to take care of children they are no longer part of the active labor force and therefore not counted among the unemployed. Unemployment can also be the effect of events that are not part of the normal dynamics of an economy. Layoffs can be the result of technological progress, for example when robots replace workers in automobile production. Sometimes unemployment is caused by job outsourcing, due to the fact that employers often search for cheap labor around the globe and not only domestically. In 2022, the tech sector in the U.S. experienced significant lay-offs amid growing economic uncertainty. In the fourth quarter of 2022, more than 70,000 workers were laid off, despite low unemployment nationwide. The unemployment rate in the United States varies from state to state. In 2021, California had the highest number of unemployed persons with 1.38 million out of work.

****Dataset Overview**** This dataset contains historical macroeconomic data, featuring key economic indicators in the United States. It includes important metrics such as the Consumer Price Index (CPI), Retail Sales, Unemployment Rate, Industrial Production, Money Supply (M2), and more. The dataset spans from 1993 to the present and includes monthly data on various economic indicators, processed to show their rate of change (either percentage or absolute difference, depending on the indicator).

provenance

The data in this dataset is sourced from the Federal Reserve Economic Data (FRED) database, hosted by the Federal Reserve Bank of St. Louis. FRED provides access to a wide range of economic data, including key macroeconomic indicators for the United States. My work involved calculating the rate of change (ROC) for each indicator and reorganizing the data into a more usable format for analysis. For more information and access to the full database, visit FRED's website.

Purpose and Use for the Kaggle Community:

This dataset is a valuable resource for data scientists, economists, and analysts interested in understanding macroeconomic trends, performing time series analysis, or building predictive models. With the rate of change included, users can quickly assess the growth or contraction in these indicators month-over-month. This dataset can be used for:

• Exploratory Data Analysis (EDA): Understanding historical economic trends. -Time Series Forecasting: Building models to predict future economic conditions. -Macroeconomic Analysis: Analyzing the relationship between various economic indicators. -Machine Learning Projects: Using the data as features to predict financial or economic outcomes. -By utilizing this dataset, users can perform in-depth analysis on the impact of macroeconomic changes, compare the historical performance of various indicators, and experiment with different time series forecasting techniques.

****Column Descriptions****

Year: The year of the observation.

Month: The month of the observation (1-12).

Industrial Production: Monthly data on the total output of US factories, mines, and utilities.

Manufacturers' New Orders: Durable Goods: Measures the value of new orders placed with manufacturers for durable goods, indicating future production activity.

Consumer Price Index (CPIAUCSL): A measure of the average change over time in the prices paid by urban consumers for a market basket of consumer goods and services.

Unemployment Rate: The percentage of the total labor force that is unemployed but actively seeking employment.

Retail Sales: The total receipts of retail stores, indicating consumer spending and economic activity.

Producer Price Index: Measures the average change over time in the selling prices received by domestic producers for their output.

Personal Consumption Expenditures (PCE): A measure of the prices paid by consumers for goods and services, used in calculating inflation.

National Home Price Index: A measure of changes in residential real estate prices across the country.

All Employees, Total Nonfarm: The number of nonfarm payroll employees, an important indicator of the labor market.

Labor Force Participation Rate: The percentage of the working-age population that is either employed or actively looking for work.

Federal Funds Effective Rate: The interest rate at which depository institutions lend reserve balances to other depository institutions overnight.

Building Permits: The number of building permits issued for residential and non-residential buildings, a leading indicator of construction activity.

Money Supply (M2): The total money supply, including cash, checking deposits, and easily convertible near money.

Personal Income: The total income received by individuals from all sources, including wages, investments, and government transfers.

Trade Balance: The difference between a country's imports and exports, indicating the net trade flow.

Consumer Sentiment: The index reflecting consumer sentiment and expectations for the future economic outlook.

Consumer Confidence: A measure of how optimistic or pessimistic consumers are regarding their expected financial situation and the economy.

Notes on Interest Rates Please note that for the Federal Funds Effective Rate (FEDFUNDS), the dataset includes the absolute change in basis points (bps), not the rate of change. This means that the dataset reflects the direct change in the interest rate rather than the percentage change month-over-month. The change is represented in basis points, where 1 basis point equals 0.01%.

United States Unemployment: PW: NA: Mfg: Durable: Machinery Manufacturing data was reported at 27.000 Person th in Apr 2025. This records a decrease from the previous number of 32.000 Person th for Mar 2025. United States Unemployment: PW: NA: Mfg: Durable: Machinery Manufacturing data is updated monthly, averaging 53.500 Person th from Jan 2000 (Median) to Apr 2025, with 304 observations. The data reached an all-time high of 183.000 Person th in Oct 2009 and a record low of 1.000 Person th in Sep 2022. United States Unemployment: PW: NA: Mfg: Durable: Machinery Manufacturing data remains active status in CEIC and is reported by U.S. Bureau of Labor Statistics. The data is categorized under Global Database’s United States – Table US.G: Current Population Survey: Unemployment.

Graph and download economic data for Unemployment Level - Production, Transportation and Material Moving Occupations (LNU03032226) from Jan 2000 to May 2025 about occupation, materials, transportation, 16 years +, production, household survey, unemployment, and USA.

The WEI is an index of real economic activity using timely and relevant high-frequency data. It represents the common component of ten different daily and weekly series covering consumer behavior, the labor market, and production. The WEI is scaled to the four-quarter GDP growth rate; for example, if the WEI reads -2 percent and the current level of the WEI persists for an entire quarter, one would expect, on average, GDP that quarter to be 2 percent lower than a year previously.

The WEI is a composite of 10 weekly economic indicators: Redbook same-store sales, Rasmussen Consumer Index, new claims for unemployment insurance, continued claims for unemployment insurance, adjusted income/employment tax withholdings (from Booth Financial Consulting), railroad traffic originated (from the Association of American Railroads), the American Staffing Association Staffing Index, steel production, wholesale sales of gasoline, diesel, and jet fuel, and weekly average US electricity load (with remaining data supplied by Haver Analytics). All series are represented as year-over-year percentage changes. These series are combined into a single index of weekly economic activity.

For additional details, including an analysis of the performance of the model, see Lewis, Mertens, and Stock (2020), “U.S. Economic Activity during the Early Weeks of the SARS-Cov-2 Outbreak.” (https://www.newyorkfed.org/research/staff_reports/sr920)

This index has been developed by Daniel Lewis, an economist in the Federal Reserve Bank of New York, Karel Mertens, a senior economic policy advisor at the Federal Reserve Bank of Dallas, and James Stock, the Harold Hitchings Burbank Professor of Political Economy, Faculty of Arts and Sciences of Harvard University.

The index is not an official forecast of the Federal Reserve Bank of New York, its president, the Federal Reserve System, or the Federal Open Market Committee.

Graph and download economic data for Unemployment Rate - Manufacturing Industry, Private Wage and Salary Workers from Jan 2000 to May 2025 about salaries, workers, private industries, 16 years +, wages, household survey, private, unemployment, manufacturing, industry, rate, and USA.

ISM Non Manufacturing Employment in the United States increased to 50.70 points in May from 49 points in April of 2025. This dataset includes a chart with historical data for the United States ISM Non-Manufacturing Employment.

失业：PW：NA：MFG：耐用消费品：机械制造在04-01-2025达27.000千人，相较于03-01-2025的32.000千人有所下降。失业：PW：NA：MFG：耐用消费品：机械制造数据按月更新，01-01-2000至04-01-2025期间平均值为53.500千人，共304份观测结果。该数据的历史最高值出现于10-01-2009，达183.000千人，而历史最低值则出现于09-01-2022，为1.000千人。CEIC提供的失业：PW：NA：MFG：耐用消费品：机械制造数据处于定期更新的状态，数据来源于U.S. Bureau of Labor Statistics，数据归类于全球数据库的美国 – Table US.G: Current Population Survey: Unemployment。

The statistic shows the inflation rate in Saudi Arabia from 1987 to 2022, with projections up until 2030. In 2023, the average inflation rate amounted to 2.33 percent compared to the previous year. Oil production in Saudi Arabia Saudi Arabia’s economy relies heavily on production and export of oil and petroleum. A look at the distribution of global oil reserves by country shows that only Venezuela possesses a higher share in global oil reserves than the Arab state. All in all, Saudi Arabia’s economy is doing quite well. The oil reserves in Saudi Arabia have increased over the last two decades, and the same can be said for the country’s gross domestic product. The unemployment rate has been stable, while the trade balance has shown a steady upwards trend with a significant jump in 2011. Accordingly, Saudi Arabia’s national debt in relation to gross domestic product has been decreasing dramatically over the last ten years. Saudi Arabia is also among the countries with the highest oil consumption worldwide; a ranking of the share of the major consuming countries in global oil consumption, which is led by the United States (which consume almost one fifth of global oil), places Saudi Arabia sixth, behind the US, Russia, and China. Being one of the leading oil producing countries, Saudi Arabia is also a member of OPEC (Organization of the Petroleum Exporting Countries), an association whose primary goal is regulating crude oil prices worldwide and coordinating the oil production and trade of the member countries. According to OPEC, the average price for crude oil has been rising since the 1960s.