need help in analyzing amp visualizing data course in final exam

please answer the below attached questions.
1,Summarize/ discuss at leat 6 key things influence one design choices
2,what are two benefits of filtering using pivot table fields.
3,Regular expressions work well for small and well organized data sets,because of this limitation regular expressions are not well suited for analyzing and visualizing data
4,when programing in phyton,operators with the same precedence are evaluated in which manner?
5,A humble pairing of — will prove to be real ally throughout your not rely on your memory; if you have a great sketch, write it down
6,what are advantages of incorporating feautues of interactivity into your visualization work?
7,Name and explain the eight hats/roles of data visualization
8,Two vectors Xand Y are defined as follows: -X <- c(3,2,4) and Y <-c(1,2).what will be output of vector Z that is defined as Z<-X*Y?
9,what are the cons (limitation) to using microsoft excel for data visualization?
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