Accent

These is an inceasingly unbalanced education in different continents over the world.
Local government or some charity organizations try to improve the worse education
Therefore, our goal is to analyze what differences of education over the world are? And what are reasons leading to these differences? Hoping our results as a tiny contribution for them to improve current phenomenon of education.

The following data sources have a wealth of data on education in each country

The methods we use are:

Pearson Correlation Coefficient

Pearson Correlation Coefficient between reasons and educational attaiment in Africa.
Pearson Correlation Coefficient

According to the correlation coefficient, for tertiary education, In Asia, it is GDP that matters most and government expenditure that matters least. In Africa, these factors almost all affect each other, in North America and South America as well, but in Europe, the correlation between these factors declines somewhat
Prediction For Average Tertiary Education Attainment(%)

We used data from 1970 to 2015, every five years, as training, using ARIMA models to predict future tertiary education ratio for each continent

Based on the above analysis, we can get some conclusions as follow:

1. There is a best educational situation in Europe, and that in Africa is the worst, other continents are in the middle.
2. All reasons we analyzed in our project can be divided into three level: government level, school level, and family level. Among these levels government level is the basic and major facotr influencing the perfoermace of local education, because it's the root of others.

Data Science