Individuals; Tax filers and dependants by total income, sex and age groups (final T1 Family File; T1FF).

This dataset provides comprehensive information about the employment-to-population ratio and the actual population in the United States, spanning from 1979 to 2022.

The employment-to-population ratio signifies the percentage of the civilian noninstitutional population that is employed.

Interesting Task Ideas:

1. Take a closer look at how many people are employed compared to the total population, and see how it relates to different stuff like education, gender, race, and age groups.
2. Look into how employment has changed over time for specific groups of people, like women, different age groups, and different races or ethnicities.
3. See if there's any connection between the employment-to-population ratio and economic stuff like how much the country's making (GDP growth) or how many people are out of work (unemployment rates)
4. Find out if education levels have anything to do with how many people are employed in different racial and ethnic groups.
5. Dive into what happens to employment rates during tough times like a recession or when the economy is doing well.
6. Use the dataset to make predictions about what might happen with employment in the future.

If you find this dataset useful, please consider giving it an upvote! 😊💝

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Column Descriptions

Field	Description	Type
year	The year for which the data is recorded	int
all	Employment-to-population ratio for the entire population	float
16-24	Employment-to-population ratio for individuals aged 16-24	float
25-54	Employment-to-population ratio for individuals aged 25-54	float
55-64	Employment-to-population ratio for individuals aged 55-64	float
65+	Employment-to-population ratio for individuals aged 65 years and older	float
less_than_hs	Employment-to-population ratio for individuals with less than a high school education	float
high_school	Employment-to-population ratio for individuals with a high school education	float
some_college	Employment-to-population ratio for individuals with some college education	float
bachelors_degree	Employment-to-population ratio for individuals with a bachelor's degree	float
advanced_degree	Employment-to-population ratio for individuals with an advanced degree	float
women	Employment-to-population ratio for women of all age groups	float
women_16-24	Employment-to-population ratio for women aged 16-24	float
women_25-54	Employment-to-population ratio for women aged 25-54	float
women_55-64	Employment-to-population ratio for women aged 55-64	float
women_65+	Employment-to-population ratio for women aged 65 years and older	float
women_less_than_hs	Employment-to-population ratio for women with less than a high school education	float
women_high_school	Employment-to-population ratio for women with a high school education	float
women_some_college	Employment-to-population ratio for women with some college education	float
women_bachelors_degree	Employment-to-population ratio for women with a bachelor's degree	float
women_advanced_degree	Employment-to-population ratio for women with an advanced degree	float
men	Employment-to-population ratio for men of all age groups	float
men_16-24	Employment-to-population ratio for men aged 16-24	float
men_25-54	Employment-to-population ratio for men aged 25-54	float
men_55-64	Employment-to-population ratio for men aged 55-64	float
men_65+	Employment-to-population ratio for men aged 65 years and older	float
men_less_than_hs	Employment-to-population ratio for men with less than a high school education	float
men_high_school	Employment-to-population ratio for men with a high school education	float
men_some_college	Employment-to-population ratio for men with some college education	float
men_bachelors_degree	Employment-to-population ratio for men with a bachelor's degree	float
men_advanced_degree	Employment-to-population ratio for men with a...