Baselight

Life Expectancy Averaged Dataset

Analyzing Health Trends and Socio-Economic Factors Influencing Life Expectancy

@kaggle.shreyasg23_life_expectancy_averaged_dataset

About this Dataset

Life Expectancy Averaged Dataset

This dataset provides aggregated life expectancy data averaged over multiple years for various countries, along with associated socio-economic and health-related factors. It aims to facilitate analysis of global health trends, the relationship between life expectancy and development indicators, and regional disparities.

Key Features

  • Country & Region: Includes data from a diverse range of countries across continents, categorized by their respective regions.
  • Life Expectancy: The average life expectancy in years for each country.
  • Socio-economic Indicators:
    • GDP per capita
    • Schooling (average years of education)
    • Alcohol consumption
    • Economy status (developed or developing)
  • Health Indicators:
    • Infant mortality
    • Adult mortality
    • HIV prevalence
    • Immunization rates (e.g., Hepatitis B, Polio)
    • Incidence of diseases like measles and diphtheria
    • BMI (Body Mass Index) data
    • Thinness prevalence among children and adolescents

Purpose of the Dataset

This dataset can be used for:

  1. Exploratory Data Analysis (EDA): Understand trends in life expectancy across different regions and economic statuses.
  2. Data Visualization: Create meaningful plots (e.g., choropleth maps, scatter plots, pair plots) to analyze relationships between variables.
  3. Machine Learning: Develop predictive models for life expectancy based on socio-economic and health factors.
  4. Policy Research: Support policy-making by identifying key factors influencing life expectancy.

Inspiration

  • What are the primary factors affecting life expectancy in different countries?
  • How does life expectancy vary by region or economic development?
  • Can we predict life expectancy using other health and economic indicators?

License

This dataset is shared under the CC BY 4.0 License. Proper attribution is required for reuse.

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