Do I have to check for every single possible correlation between each variable while doing multivariate data analysis?

I am currently a newcomer learning data science and i was given a task in an assignment question to do multivariate analysis on the whole dataset. The data set that was given to me is i assumed to be a mock dataset of a food delivery service with multiple variables both numerical and categorical. The question doesn't specify what are the values i need to analyze, it just told me to do multivariate analysis to explore the relationships between the …

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