Graph and download economic data for Infra-Annual Labor Statistics: Unemployment Rate Total: From 15 to 24 Years for United States (LRUN24TTUSM156S) from Jan 1955 to Aug 2025 about 15 to 24 years, unemployment, rate, and USA.

This dataset provides information on the unemployment rates for different demographic groups in the United States.

The data is sourced from the Economic Policy Institute’s State of Working America Data Library and economic research conducted by the Federal Reserve Bank of St. Louis.

The dataset contains unemployment rates for various age groups, education levels, genders, races, and more.

Interesting Task Ideas:

1. See how unemployment rates have changed for different groups of people over time.
2. Look into how education levels can affect unemployment rates.
3. Compare unemployment rates between different races / genders.
4. Check out how unemployment rates can vary across different age groups and genders.
5. Find out if there's a connection between education levels and unemployment rates within specific racial or gender groups.
6. Explore how economic downturns can impact unemployment rates for specific groups of people.
7. Use the data to create visuals that show how unemployment rates differ across all sorts of factors.

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Column Descriptions

Columns	Description
date	Date of the data collection. (type: str, format: YYYY-MM-DD)
all	Unemployment rate for all demographics, ages 16 and older. (type: float)
16-24	Unemployment rate for the age group 16-24. (type: float)
25-54	Unemployment rate for the age group 25-54. (type: float)
55-64	Unemployment rate for the age group 55-64. (type: float)
65+	Unemployment rate for the age group 65 and older. (type: float)
less_than_hs	Unemployment rate for individuals with less than a high school education. (type: float)
high_school	Unemployment rate for individuals with a high school education. (type: float)
some_college	Unemployment rate for individuals with some college education. (type: float)
bachelor's_degree	Unemployment rate for individuals with a bachelor's degree. (type: float)
advanced_degree	Unemployment rate for individuals with an advanced degree. (type: float)
women	Unemployment rate for women of all demographics. (type: float)
women_16-24	Unemployment rate for women in the age group 16-24. (type: float)
women_25-54	Unemployment rate for women in the age group 25-54. (type: float)
women_55-64	Unemployment rate for women in the age group 55-64. (type: float)
women_65+	Unemployment rate for women in the age group 65 and older. (type: float)
women_less_than_hs	Unemployment rate for women with less than a high school education. (type: float)
women_high_school	Unemployment rate for women with a high school education. (type: float)
women_some_college	Unemployment rate for women with some college education. (type: float)
women_bachelor's_degree	Unemployment rate for women with a bachelor's degree. (type: float)
women_advanced_degree	Unemployment rate for women with an advanced degree. (type: float)
men	Unemployment rate for men of all demographics. (type: float)
men_16-24	Unemployment rate for men in the age group 16-24. (type: float)
men_25-54	Unemployment rate for men in the age group 25-54. (type: float)
men_55-64	Unemployment rate for men in the age group 55-64. (type: float)
men_65+	Unemployment rate for men in the age group 65 and older. (type: float)
men_less_than_hs	Unemployment rate for men with less than a high school education. (type: float)
men_high_school	Unemployment rate for men with a high school education. (type: float)
men_some_college	Unemployment rate for men with some college education. (type: float)
men_bachelor's_degree	Unemployment rate for men with a bachelor's degree. (type: float)
men_advanced_degree	Unemployment rate for men with an advanced degree. (type: float)
black	Unemployment rate for the Black/African American demographic. (type: float)
black_16-24	Unemployment rate for Black/African American individuals in the age group 16-24. (type: float)
black_25-54	Unemployment rate for Black/African American individuals in the age group 25-54. (type: float)
black_55-64	Unemployment...

Dataset Overview:

This dataset offers a comprehensive time series analysis of three vital economic indicators in the United States: Gross Domestic Product (GDP), Unemployment Rate, and Consumer Price Index (CPI). Spanning from January 1974 to January 2024, this dataset provides valuable insights into the U.S. economy over the past five decades, capturing periods of growth, recession, and inflation.

Contents:

• GDP Data (gdp_data.csv): Quarterly data on the Gross Domestic Product, measured in billions of dollars, highlighting economic performance and trends over the years.
• Unemployment Data (unemployment_data.csv): Monthly data on the unemployment rate, showing fluctuations in labor market conditions and workforce participation over time.
• CPI Data (cpi_data.csv): Monthly data on the Consumer Price Index for All Urban Consumers (CPI-U), capturing changes in the price level of consumer goods and services and reflecting inflationary trends.

Usage and Applications:

• Economic History Analysis: Examine long-term trends and cycles in U.S. economic performance, including periods of recession and expansion.
• Predictive Modeling: Develop models to forecast future economic conditions based on historical data patterns.
• Policy Impact Studies: Analyze the effects of fiscal and monetary policies on GDP, unemployment, and inflation over time.

Data Sources:

The dataset is sourced from the Federal Reserve Economic Data (FRED) database, maintained by the Federal Reserve Bank of St. Louis. FRED is a comprehensive resource for economic data, widely used by researchers, analysts, and policymakers.

How to Use the Dataset:

• Exploration: Utilize tools like Pandas and Matplotlib in Python to explore and visualize the dataset.
• Time Series Analysis: Apply techniques such as ARIMA, exponential smoothing, and seasonal decomposition to analyze trends and seasonality.
• Comparative Studies: Compare economic performance across different decades and investigate interactions between GDP, unemployment, and CPI.

Note: This dataset is intended for educational and research purposes. Users are encouraged to cite the original data source (FRED) when using this dataset in publications or presentations.

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