ISSS608 2016-17 T1 Assign3 Arcchit Mittal Task 2

INTRODUCTION

DATA PREPARATION

TASK 1

TASK 2

CONCLUSION

GROUP OF SPECIAL 8

• This is the special group of 8, probably bodyguards of Scott Jones. They didn't check-in at any attraction and they walk the same path every day, as shown in image.
• Every day they start walking at 8:45 from the right entrance and they get to Grinosaurus Stage at 9:30. At 11:30 they return back to the entrance of the park, where they arrive at 12:15. They repeat the same process at 13:45 to 14:30 and at 16:30 to 17:15. On Sunday, they don’t make the second walk (13:45 to 14:30 and 16:30 to 17:15).

SCOTT JONES FANS

As we can see from the above images that there is a spike in messages at 11 am and 4 pm at which the Scott shows are held. This shows there are high volume of fans of Scott who are messaging of the show. But, on Sunday the spike is only at 11 am, this is because afternoon show was canceled due to the mayhem.

CINDYSAURUS GAME FANS

These images shows the messaging pattern at entry corridor for all three days. As we can see that there is a spike in communication in regular intervals. This could be because every person has the DinoFun world app and in that app there is a game called Cindysaurus trivia game. Playing and winning that could give attractive vouchers to the people and the messages were sent by ID 1278894, the robot, probably an ad or reminder to play and win exciting prizes.

MAYHEM PATTERN

The image above shows the communication patterns at coaster alley where the Scott show was held. As we can see from Scott Jones Fans images that the pattern on Friday and Saturday had spikes at 11 am and 4 pm. But on Sunday there was only one spike pattern i.e. at 11 am. This is because the afternoon show was canceled due to the mayhem.

EXTERNAL MESSAGES PATTERN

Above images shows the messages sent to external by the people in the park on Friday, Saturday and Sunday. We can see that on Friday and Saturday there were no spikes i.e. the communication was moderate. But on Sunday there was a huge spike in communication to external at 11.45 am - 12 pm. Now, what was the reason behind this sudden peak of communication? Maybe it is because of the Mayhem pattern above.

NO MESSAGES

There were some IDs that did not send any messages:

1. 398504
2. 1233488
3. 1288670
4. 1314513
5. 1906453

I only found these IDs which were in park on Friday. There may be many more who did not send any messages at all in all three days.