ISSS608 2016-17 T1 Assign3 Abhinav Ghildiyal Q1

Large Volume of Communication Pattern

From the analysis that I did on the data of 3 days, it was evident that there were 11,374 unique ID`s that visited the park. In this question we have to the find out the ID`s that stand out for there large volumes of communication and characterize their communication pattern,at the same time doing the hypotheses about these Id`s.

Hypothesis

ID 1278894 – This Id is located at Entry Corridor, the frequency of incoming and outgoing calls from this ID is more, on Friday the max number of calls to a particular Id (709279) is 60. The total number of outgoing calls from this Id for all the 3 days are mentioned below.

Based on the data present in the above table for the ID 1278894 the hypothesis can be given that it can be a machine at the Entry Corridor that send the messages to the people in the park asking for something because it has the same incoming frequency. It is noticeable that the number of outgoing and incoming messages on Sunday is doubled when compared to other two days.

ID 839736 - This Id is also located at the Entry Corridor, the frequency of incoming and outgoing calls from this node is less as compared to 1278894. But, the number of incoming and outgoing calls are almost same. The other pattern to notice here is that though on Friday and Saturday the number of calls to and from this id is around 5000 – 6000, however, on Sunday there is a significant change in the number of incoming and outgoing calls. Below are the details of number of calls. From the below data the hypothesis can be given that it is a machine at the Entry Corridor.

external - This is the external Id where people have called. Though it has the high in-degree, it has the 0 out-degree. From which we can conclude that the external Id cannot call the device that is provided to the people in the Dino World.