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Question 1

  • The most significant amount of messages were from ID 839736 and ID 1278894.
  • The largest amount of messages were sent to external, followed by ID 839736 and ID 1278894.


Question 2

There are 6 communication patterns:

  • Scott Jones Pattern: IDs use app to communicate about the Scott show which cause peak at the show time (12 p.m. and 4 p.m.)
  • Accident Pattern: There are some unusual performances on Sunday afternoon
  • Play Game Pattern: The theme park app (ID 1278894) can send games' information and questions to visitors, and visitors can also join the Q&A game.
  • External Pattern: When visitors were playing in the park, they also connected with outsiders. But on Sunday afternoon, there was an abnormal number of messages sent to external
  • Play alone Pattern: There are some truly lonely costumers who just playing by themselves which means they didn't communicated with anyone includes the park service ID
  • Group Pattern: Of course there are must having some groups walking together. And most of they just connected with group members and park service ID


Question 3

  • The vandalism was firstly discovered by a 37-people group at 11:32 a.m. Sunday in Wet Land.