As of February 2025, *** percent of recent college graduates who majored in Anthropology were unemployed in the United States. *** percent of recent college graduates who majored in physics were also unemployed.

This statistic shows college majors with the highest unemployment rates in the United States between 2009 and 2012. The rate of unemployment for students with an international business major stood at 12.3 percent in 2012.

College Majors and their Graduates

Job Opportunities, Salaries and Gender Disparities

By FiveThirtyEight [source]

About this dataset

This repository contains a comprehensive selection of lavish data and processing scripts behind the articles, graphics, and interactive experiences generated by FiveThirtyEight. With this dataset, you'll have the power to explore college programs and their graduates like never before and create stories of your own! Whether you use it to check our work or craft your own powerful visuals, we would absolutely love to know if you found it useful. Under the Creative Commons Attribution 4.0 International License and MIT License respectively, our data is available for anyone who chooses to use it. Let us know how our resources turned out at

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Research Ideas

• Create an interactive comparison tool for researching college majors and their earning potential, so that prospective students can make informed decisions about what to study.
• Analyze the proportions of male and female graduates across different majors to uncover gender disparities in higher education.
• Explore the correlations between major categories, average salaries earned by graduates from specific major categories, unemployment rates for those with specific majors and more – to identify trends in job opportunities for certain specialties of study

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: majors-list.csv | Column name | Description | |:-------------------|:----------------------------------------------------| | FOD1P | First-level division of the field of study (String) | | Major | The specific major of the field of study (String) | | Major_Category | The broader category of the field of study (String) |

File: recent-grads.csv | Column name | Description | |:-------------------------|:-------------------------------------------------------------------------------| | Major | The specific major of the field of study (String) | | Rank | The rank of the major in terms of popularity (Integer) | | Major_code | The code associated with the major (Integer) | | Major_category | The category of the major (String) | | Total | The total number of students in the major (Integer) | | Sample_size | The sample size of the major (Integer) | | Men | The number of male students in the major (Integer) | | Women | The number of female students in the major (Integer) | | ShareWomen | The percentage of female students in the major (Float) | | Employed | The number of employed graduates from the major (Integer) | | Full_time | The number of full-time employed graduates from the major (Integer) | | Part_time | The number of part-time employed graduates from the major (Integer) | | Full_time_year_round | The number of full-time year-round employed graduates from the major (Integer) | | Unemployed | The number of unemployed graduates from the major (Integer) | | Unemployment_rate | The unemployment rate of graduates from the major (Float) | | Median | The median salary of graduates from the major (Integer) | | P25th | The 25th percentile salary of graduates from the major (Integer) | | P75th | The 75th percentile salary of graduates from the major (Integer) | | College_jobs | The number of college jobs held by graduates from the major...

Data on labour force status including employment, unemployment and labour force participation rates by major field of study, highest level of education, location of study compared with location of residence, age and gender.

Graph and download economic data for Unemployment Rate - College Graduates - Bachelor's Degree and Higher, 20 to 24 years (CGRA2024) from Jan 2000 to Aug 2025 about 20 to 24 years, tertiary schooling, education, unemployment, rate, and USA.

Ecology and environmental sciences was the least employable degree in Mexico as of 2024, as nearly one out of every ten graduates from those studies were unemployed that year. Mining and extraction followed as the second university degree, with the largest unemployment rate of eight.

In August 2025, the agriculture and related private wage and salary workers industry had the highest unemployment rate in the United States, at seven percent. In comparison, financial activities workers had the lowest unemployment rate, at 1.6 percent. The average for all industries was 4.5 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.

US wages for college majors

It includes data on specific college majors and their median earnings early in their career along with mid level in their career. The data also includes unemployment and underemployment rates for each college major.

Unemployment and Underemployment rates

This data also contains the unemployment and underemployment rates over the last few years in the United States for recent college graduates along with college graduates overall.

Wages

Median annual wages for those holding a high school diploma, along with the 25th median and 75th percentile annual wages for those holding a bachelor's degree.

This data set was collected from the Federal Reserve Bank of New York. https://www.newyorkfed.org/

Philippines Unemployed: Grade Completed: College: Undergraduate data was reported at 416.000 Person th in Jul 2018. This records an increase from the previous number of 382.000 Person th for Apr 2018. Philippines Unemployed: Grade Completed: College: Undergraduate data is updated quarterly, averaging 539.000 Person th from Jul 2003 (Median) to Jul 2018, with 61 observations. The data reached an all-time high of 951.000 Person th in Apr 2004 and a record low of 280.000 Person th in Oct 2016. Philippines Unemployed: Grade Completed: College: Undergraduate data remains active status in CEIC and is reported by Philippine Statistics Authority. The data is categorized under Global Database’s Philippines – Table PH.G015: Labour Force Survey: Unemployment: by Region, Age and Class.

Employment income (in 2019 and 2020) by detailed major field of study and highest certificate, diploma or degree, including work activity (full time full year, part time full year, or part year).

As of February 2023, around **** percent of recent college graduates who majored in criminal justice were underemployed in the United States. Of those who majored in performing arts, about ** percent were underemployed.

Unemployment rates of 25- to 29-year-olds, by educational attainment, Canada and jurisdictions. This table is included in Section E: Transitions and outcomes: Labour market outcomes of the Pan Canadian Education Indicators Program (PCEIP). PCEIP draws from a wide variety of data sources to provide information on the school-age population, elementary, secondary and postsecondary education, transitions, and labour market outcomes. The program presents indicators for all of Canada, the provinces, the territories, as well as selected international comparisons and comparisons over time. PCEIP is an ongoing initiative of the Canadian Education Statistics Council, a partnership between Statistics Canada and the Council of Ministers of Education, Canada that provides a set of statistical measures on education systems in Canada.

Graph and download economic data for Unemployment Rate - High School Graduates, No College, 25 Yrs. & over, Women (LNU04027680) from Jan 1992 to Sep 2025 about secondary schooling, secondary, 25 years +, tertiary schooling, females, education, unemployment, rate, and USA.

Unemployment Rate in Major County, OK was 3.00% in January of 2024, according to the United States Federal Reserve. Historically, Unemployment Rate in Major County, OK reached a record high of 4.80 in January of 2010 and a record low of 2.00 in January of 2018. Trading Economics provides the current actual value, an historical data chart and related indicators for Unemployment Rate in Major County, OK - last updated from the United States Federal Reserve on November of 2025.

Graph and download economic data for Unemployment Level - High School Graduates, No College, 25 Yrs. & over (LNS13027660) from Jan 1992 to Aug 2025 about secondary schooling, secondary, 25 years +, tertiary schooling, education, household survey, unemployment, and USA.

In 2023, South Africa had the highest unemployment rate in the world, at 32.1 percent. Of the 10 countries with the highest unemployment rates, six were in Sub-Saharan Africa. What exactly is unemployment? The unemployment rate is the number of people in the workforce currently looking for jobs but not working. This number does not include students and retirees, as they are not looking for work, nor does it include people who have given up on finding a job (known as discouraged workers). Comparing international unemployment rates can be problematic, however, as different countries use different methodologies when classifying unemployment. For example, Niger records the third lowest unemployment rate in the world, despite often being listed as the least developed country worldwide - this is because the majority of the population engage in subsistence farming, with very little opportunity for paid employment. Causes of unemployment in less developed countries A major driver in unemployment in these countries is conflict. In particular, internally displaced persons (IDPs) want to work, but moving to another part of the country disrupts their business network and moves them into a local economy with different labor demand. Countries with low levels of economic development, as roughly indicated by a low GDP per capita, often have fewer labor market opportunities, leading to high unemployment rates.

Regional unemployment rates used by the Employment Insurance program, by effective date, current month.

Philippines Unemployment: Grade Completed: College: Graduate data was reported at 673.000 Person th in Feb 2025. This records an increase from the previous number of 666.000 Person th for Jan 2025. Philippines Unemployment: Grade Completed: College: Graduate data is updated monthly, averaging 686.000 Person th from Jan 2021 (Median) to Feb 2025, with 50 observations. The data reached an all-time high of 1,038.000 Person th in Feb 2021 and a record low of 536.000 Person th in Dec 2023. Philippines Unemployment: Grade Completed: College: Graduate data remains active status in CEIC and is reported by Philippine Statistics Authority. The data is categorized under Global Database’s Philippines – Table PH.G032: Labour Force Survey: Unemployment: by Age and Class.

Data on labour force status including employment, unemployment and labour force participation rates by major field of study, highest level of education, location of study compared with location of residence, age and gender.

Unemployment Rate in Philippines decreased to 3.80 percent in September from 3.90 percent in August of 2025. This dataset provides - Philippines Unemployment Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.