ISSS608 2016-17 T3 Assign ZHOU YUHUI Data Preparation

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VAST Challenge 2017:Mystery at the Wildlife Preserve

Background

Methodology & Data Preparation

Insights

Conclusion

 


Data Preparation

0.Observe The Data Before starting any data preparation or data analysis, I find it necessary to closely observe the dataset itself first. Here are some points I would like to discuss after observing the data:

1.Car ID is a one-time ID only The Car ID in this dataset is not an identifier for each car, but for each trip of one car. In other words, if the same car enters and exits the park twice, it should have 2 Car IDs. This is because I found that the last 6 digit of the Car ID are exactly same as the time of timestamp.