It appears that only Sheet1 contains relevant data for analysis, while Sheet2 and Sheet3 are empty. We'll focus on the Education column in Sheet1 to analyze the distribution of education levels among the participants.

Let's proceed to calculate and visualize this distribution.

We analyzed the distribution of education levels among participants from the data in Sheet1. Here's what we found:

This visualization helps in understanding the spread and prevalence of different education levels among the participants.

To analyze the relationship between education levels and other factors, we'll focus on exploring how education correlates with aspects like gender, marital status, and age group. This will involve:

We'll start with the analysis of gender and education.

Next, we'll examine how marital status varies with education levels.

We conducted an analysis to explore the relationship between education levels and factors such as gender, marital status, and age group among the participants. Here are the key findings:

Next steps could involve further analysis of the relationship between education levels and age groups to complete the exploration of how education correlates with various demographic factors.

Finally, let's look at the distribution of education levels within various age groups to understand how education attainment correlates with age.