A social research project about Life Expectancy in almost 200 countries. -Source: The Global Health Observatory (GHO) data repository under the World Health Organization (WHO).
- data from the period 2000 to 2015 for all the countries.
- this study focused on immunization factors, mortality factors, economic factors, social factors, and other health-related factors as well.
- 2938 rows which meant 22 predicting variables. Parts of the project: Descriptive statistics Data Pre-Processing Distribution & Correlations Analysis Data Visualization EDA Feature Importance (Random Forest, ANOVA F-value) Outlier Detection( Mahalanobis Distance, Box plot) Data final preparation Machine Learning(PCA, Factor Analysis, Random Forest)