US Employment-Population Ratio Data

Columns

• year (type: int): The year for which the data is recorded.
• all (type: float): Employment-to-population ratio for the entire population.
• 16-24 (type: float): Employment-to-population ratio for individuals aged 16-24.
• 25-54 (type: float): Employment-to-population ratio for individuals aged 25-54.
• 55-64 (type: float): Employment-to-population ratio for individuals aged 55-64.
• 65+ (type: float): Employment-to-population ratio for individuals aged 65 years and older.
• less_than_hs (type: float): Employment-to-population ratio for individuals with less than a high school education.
• high_school (type: float): Employment-to-population ratio for individuals with a high school education.
• some_college (type: float): Employment-to-population ratio for individuals with some college education.
• bachelors_degree (type: float): Employment-to-population ratio for individuals with a bachelor's degree.
• advanced_degree (type: float): Employment-to-population ratio for individuals with an advanced degree.
• women (type: float): Employment-to-population ratio for women of all age groups.
• women_16-24 (type: float): Employment-to-population ratio for women aged 16-24.
• women_25-54 (type: float): Employment-to-population ratio for women aged 25-54.
• women_55-64 (type: float): Employment-to-population ratio for women aged 55-64.
• women_65+ (type: float): Employment-to-population ratio for women aged 65 years and older.
• women_less_than_hs (type: float): Employment-to-population ratio for women with less than a high school education.
• women_high_school (type: float): Employment-to-population ratio for women with a high school education.
• women_some_college (type: float): Employment-to-population ratio for women with some college education.
• women_bachelors_degree (type: float): Employment-to-population ratio for women with a bachelor's degree.
• women_advanced_degree (type: float): Employment-to-population ratio for women with an advanced degree.
• men (type: float): Employment-to-population ratio for men of all age groups.
• men_16-24 (type: float): Employment-to-population ratio for men aged 16-24.
• men_25-54 (type: float): Employment-to-population ratio for men aged 25-54.
• men_55-64 (type: float): Employment-to-population ratio for men aged 55-64.
• men_65+ (type: float): Employment-to-population ratio for men aged 65 years and older.
• men_less_than_hs (type: float): Employment-to-population ratio for men with less than a high school education.
• men_high_school (type: float): Employment-to-population ratio for men with a high school education.
• men_some_college (type: float): Employment-to-population ratio for men with some college education.
• men_bachelors_degree (type: float): Employment-to-population ratio for men with a bachelor's degree.
• men_advanced_degree (type: float): Employment-to-population ratio for men with an advanced degree.
• black (type: float): Employment-to-population ratio for individuals identifying as Black/African American of all age groups.
• black_16-24 (type: float): Employment-to-population ratio for individuals identifying as Black/African American aged 16-24.
• black_25-54 (type: float): Employment-to-population ratio for individuals identifying as Black/African American aged 25-54.
• black_55-64 (type: float): Employment-to-population ratio for individuals identifying as Black/African American aged 55-64.
• black_65+ (type: float): Employment-to-population ratio for individuals identifying as Black/African American aged 65 years and older.
• black_less_than_hs (type: float): Employment-to-population ratio for individuals identifying as Black/African American with less than a high school education.
• black_high_school (type: float): Employment-to-population ratio for individuals identifying as Black/African American with a high school education.
• black_some_college (type: float): Employment-to-population ratio for individuals identifying as Black/African American with some college education.
• black_bachelors_degree (type: float): Employment-to-population ratio for individuals identifying as Black/African American with a bachelor's degree.
• black_advanced_degree (type: float): Employment-to-population ratio for individuals identifying as Black/African American with an advanced degree.
• black_women (type: float): Employment-to-population ratio for Black/African American women of all age groups.
• black_women_16-24 (type: float): Employment-to-population ratio for Black/African American women aged 16-24.
• black_women_25-54 (type: float): Employment-to-population ratio for Black/African American women aged 25-54.
• black_women_55-64 (type: float): Employment-to-population ratio for Black/African American women aged 55-64.
• black_women_65+ (type: float): Employment-to-population ratio for Black/African American women aged 65 years and older.
• black_women_less_than_hs (type: float): Employment-to-population ratio for Black/African American women with less than a high school education.
• black_women_high_school (type: float): Employment-to-population ratio for Black/African American women with a high school education.
• black_women_some_college (type: float): Employment-to-population ratio for Black/African American women with some college education.
• black_women_bachelors_degree (type: float): Employment-to-population ratio for Black/African American women with a bachelor's degree.
• black_women_advanced_degree (type: float): Employment-to-population ratio for Black/African American women with an advanced degree.
• black_men (type: float): Employment-to-population ratio for Black/African American men of all age groups.
• black_men_16-24 (type: float): Employment-to-population ratio for Black/African American men aged 16-24.
• black_men_25-54 (type: float): Employment-to-population ratio for Black/African American men aged 25-54.
• black_men_55-64 (type: float): Employment-to-population ratio for Black/African American men aged 55-64.
• black_men_65+ (type: float): Employment-to-population ratio for Black/African American men aged 65 years and older.
• black_men_less_than_hs (type: float): Employment-to-population ratio for Black/African American men with less than a high school education.
• black_men_high_school (type: float): Employment-to-population ratio for Black/African American men with a high school education.
• black_men_some_college (type: float): Employment-to-population ratio for Black/African American men with some college education.
• black_men_bachelors_degree (type: float): Employment-to-population ratio for Black/African American men with a bachelor's degree.
• black_men_advanced_degree (type: float): Employment-to-population ratio for Black/African American men with an advanced degree.
• hispanic (type: float): Employment-to-population ratio for individuals identifying as Hispanic of all age groups.
• hispanic_16-24 (type: float): Employment-to-population ratio for individuals identifying as Hispanic aged 16-24.
• hispanic_25-54 (type: float): Employment-to-population ratio for individuals identifying as Hispanic aged 25-54.
• hispanic_55-64 (type: float): Employment-to-population ratio for individuals identifying as Hispanic aged 55-64.
• hispanic_65+ (type: float): Employment-to-population ratio for individuals identifying as Hispanic aged 65 years and older.
• hispanic_less_than_hs (type: float): Employment-to-population ratio for individuals identifying as Hispanic with less than a high school education.
• hispanic_high_school (type: float): Employment-to-population ratio for individuals identifying as Hispanic with a high school education.
• hispanic_some_college (type: float): Employment-to-population ratio for individuals identifying as Hispanic with some college education.
• hispanic_bachelors_degree (type: float): Employment-to-population ratio for individuals identifying as Hispanic with a bachelor's degree.
• hispanic_advanced_degree (type: float): Employment-to-population ratio for individuals identifying as Hispanic with an advanced degree.
• hispanic_women (type: float): Employment-to-population ratio for Hispanic women of all age groups.
• hispanic_women_16-24 (type: float): Employment-to-population ratio for Hispanic women aged 16-24.
• hispanic_women_25-54 (type: float): Employment-to-population ratio for Hispanic women aged 25-54.
• hispanic_women_55-64 (type: float): Employment-to-population ratio for Hispanic women aged 55-64.
• hispanic_women_65+ (type: float): Employment-to-population ratio for Hispanic women aged 65 years and older.
• hispanic_women_less_than_hs (type: float): Employment-to-population ratio for Hispanic women with less than a high school education.
• hispanic_women_high_school (type: float): Employment-to-population ratio for Hispanic women with a high school education.
• hispanic_women_some_college (type: float): Employment-to-population ratio for Hispanic women with some college education.
• hispanic_women_bachelors_degree (type: float): Employment-to-population ratio for Hispanic women with a bachelor's degree.
• hispanic_women_advanced_degree (type: float): Employment-to-population ratio for Hispanic women with an advanced degree.
• hispanic_men (type: float): Employment-to-population ratio for Hispanic men of all age groups.
• hispanic_men_16-24 (type: float): Employment-to-population ratio for Hispanic men aged 16-24.
• hispanic_men_25-54 (type: float): Employment-to-population ratio for Hispanic men aged 25-54.
• hispanic_men_55-64 (type: float): Employment-to-population ratio for Hispanic men aged 55-64.
• hispanic_men_65+ (type: float): Employment-to-population ratio for Hispanic men aged 65 years and older.
• hispanic_men_less_than_hs (type: float): Employment-to-population ratio for Hispanic men with less than a high school education.
• hispanic_men_high_school (type: float): Employment-to-population ratio for Hispanic men with a high school education.
• hispanic_men_some_college (type: float): Employment-to-population ratio for Hispanic men with some college education.
• hispanic_men_bachelors_degree (type: float): Employment-to-population ratio for Hispanic men with a bachelor's degree.
• hispanic_men_advanced_degree (type: float): Employment-to-population ratio for Hispanic men with an advanced degree.
• white (type: float): Employment-to-population ratio for individuals identifying as White of all age groups.
• white_16-24 (type: float): Employment-to-population ratio for individuals identifying as White aged 16-24.
• white_25-54 (type: float): Employment-to-population ratio for individuals identifying as White aged 25-54.
• white_55-64 (type: float): Employment-to-population ratio for individuals identifying as White aged 55-64.
• white_65+ (type: float): Employment-to-population ratio for individuals identifying as White aged 65 years and older.
• white_less_than_hs (type: float): Employment-to-population ratio for individuals identifying as White with less than a high school education.
• white_high_school (type: float): Employment-to-population ratio for individuals identifying as White with a high school education.
• white_some_college (type: float): Employment-to-population ratio for individuals identifying as White with some college education.
• white_bachelors_degree (type: float): Employment-to-population ratio for individuals identifying as White with a bachelor's degree.
• white_advanced_degree (type: float): Employment-to-population ratio for individuals identifying as White with an advanced degree.
• white_women (type: float): Employment-to-population ratio for White women of all age groups.
• white_women_16-24 (type: float): Employment-to-population ratio for White women aged 16-24.
• white_women_25-54 (type: float): Employment-to-population ratio for White women aged 25-54.
• white_women_55-64 (type: float): Employment-to-population ratio for White women aged 55-64.
• white_women_65+ (type: float): Employment-to-population ratio for White women aged 65 years and older.
• white_women_less_than_hs (type: float): Employment-to-population ratio for White women with less than a high school education.
• white_women_high_school (type: float): Employment-to-population ratio for White women with a high school education.
• white_women_some_college (type: float): Employment-to-population ratio for White women with some college education.
• white_women_bachelors_degree (type: float): Employment-to-population ratio for White women with a bachelor's degree.
• white_women_advanced_degree (type: float): Employment-to-population ratio for White women with an advanced degree.
• white_men (type: float): Employment-to-population ratio for White men of all age groups.
• white_men_16-24 (type: float): Employment-to-population ratio for White men aged 16-24.
• white_men_25-54 (type: float): Employment-to-population ratio for White men aged 25-54.
• white_men_55-64 (type: float): Employment-to-population ratio for White men aged 55-64.
• white_men_65+ (type: float): Employment-to-population ratio for White men aged 65 years and older.
• white_men_less_than_hs (type: float): Employment-to-population ratio for White men with less than a high school education.
• white_men_high_school (type: float): Employment-to-population ratio for White men with a high school education.
• white_men_some_college (type: float): Employment-to-population ratio for White men with some college education.
• white_men_bachelors_degree (type: float): Employment-to-population ratio for White men with a bachelor's degree.
• white_men_advanced_degree (type: float): Employment-to-population ratio for White men with an advanced degree.
• total_population (type: int): Actual population count for the given year.

Distribution

Usage

• Analysing how employment levels compare to the total population, and how this relates to factors like education, gender, race, and age groups.
• Investigating employment changes over time for specific demographic groups, such as women, different age groups, and various races or ethnicities.
• Exploring connections between the employment-to-population ratio and macroeconomic indicators like GDP growth or unemployment rates.
• Determining the impact of education levels on employment rates across different racial and ethnic groups.
• Studying the behaviour of employment rates during economic downturns (recessions) and periods of growth.
• Developing predictive models for future employment trends.

Coverage

License

Who Can Use It

• Economists and labour market analysts studying employment trends and their drivers.
• Social scientists investigating demographic impacts on workforce participation.
• Policy makers assessing the effectiveness of employment policies and programmes.
• Data scientists and analysts building predictive models or performing trend analysis.
• Students and researchers focused on US economic history and social indicators.

Dataset Name Suggestions

• USA Employment Trends (1979-2022)
• US Employment-Population Ratio Data
• American Labour Force Demographics
• United States Workforce Participation by Group

Attributes