How to check significant difference between groups
Graph Analysis - Box plot is good for comparing average and distribution among groups and identify outliers. - Scatter plot allows to find out distribution among groups through individual values
Statistical analysis can make sure whether the factors regarded to be significant through graph analysis is indeed statistically significant.