Dark Night of the Socialite is the third Adventure. Adventures can be accessed by clicking on the Missions tab, then clicking on Adventures.
Map 
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The map lay-out and the position of the Socialite remain constant; the distribution of the other items changes each time you do the adventure. Below shows all of the points on the map:
