Exploratory Data Analysis for Big Data with continuous and categorical variables (mixed data types)

Thank you guys for your advices!

Just in case, I created another topic with a question about the same dataset above.

I put a reference here because maybe it enrich the knowledge base of the forum linking related posts.

It is about: What would be a good threshold number to convert some categories to Not Specified?

Thanks!