INFO411: Data Mining and Knowledge Discovery - Engineering Assignment Help

Assignment Task :

Overview: 

This assignment consists of two tasks. There are several questions to be answered for each of the two tasks. You may need to do some research on background information for this assignment. For example, you may need to develop a deeper understanding of writing code in R, or study the general characteristics of GPS, obtain general geographic information about Rome, and study other topics that are related to the tasks in this assignment. 

What you need: 

• The R software package (RStudio is optional), the file a1.zip from the Moodle site. 

• You may also need to re-install the righ version (2.0.19) of package kohonen and other packages, please follow what you did in Lab2 

Task1 Preface: The analysis of results from urban mobility simulations can provide very valuable information for the identification and addressing of problems in an urban road network. Public transport vehicles such as busses and taxis are often equipped with GPS location devices and the location data is submitted to a central server for analysis. The metropolitan city of Rome, Italy collected location data from 320 taxi drivers that work in the center of Rome. Data was collected during the period from 01/Feb/2014 until 02/March/2014. An extract of the dataset is found in taxi.csv. The dataset contains 4 attributes: 1. ID of a taxi driver. This is a unique numeric ID. 2. Date and time in the format Y:m:d H:m:s.msec+tz, where msec is micro-seconds, and tz is a time-zone adjustment. (You may have to change the format of the date into one that R can understand).

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