ISSS608 2016-17 T1 Assign3 Abhinav Ghildiyal Q1

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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.

Friday Indegree.png
Friday OutDegree.png


Friday Table.JPG
Sat InDegree.png
Sat OutDegree.png
Saturday Table.JPG
Sunday Indegree.png
Sunday Outdegree.png
Sunday Table.JPG


Hypothesis

  1. 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.
1278894.JPG


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.