Diphtheria has a strong positive relationship with polio and life expectancy.Īs we can see from the heat map, Life_expectancy has a positive relationship with education, resource income composition, GDP, diphtheria, polio, and percentage spending.Polio also has a strong positive relationship with diphtheria, hepatitis B, and life expectancy.hepatitis B has a strong positive relationship with polio and diphtheria.Percentage expenditure has a positive relationship with education, the composition of resource income, GDP and life expectancy.Schooling and alcohol have a positive relationship.Infant_deaths and Under_five_deaths have a strong positive relationship.Adult_mortality has a negative relationship with education, the composition of resource income, and a positive relationship with HIV / AIDS.Now let’s have a look at how many null values all these columns are having: So there are so many columns with the null values.

The columns that we found with null values are: Life_() # Column Non-Null Count Dtypeħ Percentage_expenditure 2938 non-null float64ġ3 Total_expenditure 2712 non-null float64ġ8 Thinness_1-19_years 2904 non-null float64ġ9 Thinness_5-9_years 2904 non-null float64Ģ0 Income_composition_of_resources 2771 non-null float64 The good thing about this task is that here you will learn about the factors that WHO uses to calculate the Life Expectancy of a country as the data is provided by WHO. In the section below, I will take you through a Data Science Project on Life Expectancy Analysis with Python.

In the 20th century, this global inequality is reduced and similarly, life expectancy is approaching 70 to 75 years and similarly no country in the world today has a low life expectancy than countries with high life expectancy in 1800. This shows that health standards are not the same all over the world. Life expectancy increased at the beginning of the 19th century but until there are the same countries while it remains low in the rest of the world.Īlso, Read – 100+ Machine Learning Projects Solved and Explained. After World War II, Hong Kong saw rapid economic development and has seen a steady increase in the life expectancy of its people. by 7.6 at birth to 15.3 at age 65 for women and from 9.8 at birth to 14.2 at age 65 for men. The average life expectancy for females in Hong Kong is 87.8 years and 82 for males. In 2021, comparable country average life expectancy exceeded life expectancy in the U.S. Before the modernization of the world, life expectancy was around 30 years in all parts of the world. Hong Kong Hong Kong has the highest life expectancy in the world. It depends on the geographical context of the area. Life expectancy refers to the number of years a person is expected to live based on the statistical average. Data Science Project on Life Expectancy Analysis

Country with lowest life expectancy