by Vera Shamseddine | May 5, 2020 | Visualization
![](https://sites.aub.edu.lb/datavisualization/files/2020/05/Unemployment-by-gender.jpg)
Although females have high education level, unemployment among females still strikes high
![](https://sites.aub.edu.lb/datavisualization/files/2020/05/Untitled.png)
How does the gender equality rating affect GDP growth?
![](https://sites.aub.edu.lb/datavisualization/files/2020/05/penalties.png)
In what countries do laws penalize harassment at work?
![](https://sites.aub.edu.lb/datavisualization/files/2020/05/Sheet-7-edit.png)
Female and male participation in the labor force show major differences among them
![](https://sites.aub.edu.lb/datavisualization/files/2020/05/female-and-male-education.jpg)
Access to education for males vs females
![](https://sites.aub.edu.lb/datavisualization/files/2020/05/traveling-outside.png)
Ease of mobility for women across countries
![](https://sites.aub.edu.lb/datavisualization/files/2020/05/female-top-managers.png)
Women in the workplace who are promoted to top managers
by Nourhan Mahmassani | May 5, 2020 | Visualization
Countries face a huge loss due to unemployment. In order to find a solution for unemployment, we searched for the factors causing it. As shown below, gender discrimination, country’s GDP, distribution of jobs among the economic sectors, and educational level have a huge impact on Unemployment.Above,you can alter the regions you want to analyze from using multiple values drop-down.
In Conclusion:
-As GDP increase the Unemployment rate decrease
-Female Unemployment is higher than the males due to gender discrimination in workplace
-Employment rate is higher in the services sectors which mean that there is no equal job opportunities in between sectors causing higher
unemployment
-If the educational level is more advanced, their is lower unemployment rate
Data Source: https://datacatalog.worldbank.org/dataset/world-development-indicators