Pakistan Employment Dataset 2023

Description:
This dataset presents comprehensive employment and demographic statistics for various districts across Pakistan, with a focus on gender-specific and regional insights. The dataset covers a range of indicators related to the labor market, population, and literacy rates, offering valuable insights into the socio-economic landscape of the country.

Columns:

• Province: The administrative division within Pakistan.
• Division: Subdivisions within provinces.
• District: The specific geographic districts within divisions.
• Indicator: This column captures a diverse set of socio-economic indicators, including but not limited to:
  • Total Population: The total population of the district.
  • Employment Rate: The proportion of the working-age population currently employed.
  • Labor Force: The number of individuals actively participating in the labor force.
  • Working Age Population: The count of individuals within the working-age bracket.
  • Literacy Rate: The percentage of the population with basic literacy skills.
  • Gender-specific Employment Data: Employment data for both male and female populations, including employment rates, labor force participation, and more.
• Area Type: Distinguishes between urban and rural areas within districts.
• Total: Represents the total value of the corresponding indicator, typically combining both male and female data.
• Male: Provides gender-specific data for male individuals.
• Female: Provides gender-specific data for female individuals.

Significance of the "Indicator" Column:
The "Indicator" column serves as the key to understanding various socio-economic aspects of each district in Pakistan. It offers a comprehensive view of the employment landscape, population dynamics, and literacy rates. By analyzing different indicators, researchers and data enthusiasts can gain insights into:

• The distribution of employment opportunities across regions and gender.
• The educational attainment of the population.
• Labor force participation and unemployment trends.
• Demographic variations within districts.

This dataset empowers analysts to explore the nuances of employment and demographic patterns, facilitating evidence-based research and informed policy decisions. Whether you're interested in gender-specific employment, literacy rates, or overall labor market dynamics, this dataset provides a valuable resource for in-depth investigations and data-driven insights into Pakistan's diverse socio-economic landscape.