You can pretty much work these out from the dictionary definitions of the individual words, but I appreciate your bemusement, especially where there are multiple meanings. These are the appropriate definitions from M-W online:
"minimalist" = of, relating to, or done in the style of minimalism; "minimalism" = a style or technique (as in music, literature, or design) that is characterized by extreme spareness and simplicity
"boutique" = a small company that offers highly specialized services or products
"joint" = a shabby or disreputable place of entertainment [though here I do not believe that "shabby" and "disreputable" are necessarily being emphasised; it could pretty much just be a slang word for "place"]
"swank" = characterized by showy display; fashionably elegant
"party" = a social gathering
"scene" = sphere of activity
"celebrity" = a famous or celebrated person
"set" = a group of persons associated by common interests