discuss if the correlation between the two chosen variables is significant

Specifically, using the appropriate techniques discussed during the semester (i.e., use the correct analysis technique based on the level of data) and discuss if the correlation between the two chosen variables is significant (analyze five different two variable relationships).

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Also, discuss hypothetical (educated guesses) reasons for said findings whether significant or not.

To the point, you must identify groups of at least two different variables and assess at least five relationships/trends from the selected variables and discuss any potential reasons for the relationships. Note these do not have to be the actual reasons, I simply want you to critically think about and discuss what could be causing the correlations.