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FIT5141 Advanced Topics In Information Technology

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Question:

A report must be written about the implementation and results of analyses.

Details

• MongoDB server setup options:
You can either set up a mongoDB server on your own computer and perform all operations there, or use the cloud server provided by us;
 
We will provide a MongoDB server in the cloud that each student can use to set up his or her own database. We will provide each student that needs it with their own MongoDB login and a separate database.
 
• Database setup requirements:
• The dataset must be stored in more than one collection (a collection is equivalent to a table in a relational database). This means you will need to store descriptive information about the data in separate collection to the primary data (e.g. the meaning of the information in the Vic Roads dataset such as the units of measurement, the meaning of “density” and “flow”) and so forth.
 
• Use the mongoimport command to import CSV or other supported data formats. E.g.: mongoimport -h 144.6.224.55 -d fit5141 -c vicroads --type CSV -- headerline < 3003.csv
 
• Connecting and analyzing data using R
As you will need to query mongoDB using R and therefore need to install the R package Rmongo from here: http://cran.r-project.org/web/packages/rmongodb/index.html. Refer to the R documentation for how to install a package.
 
Perform simple statistical reports in the form of tables and charts on the data as appropriate for the business.
 
• Connect to MongoDB using Tableau
There are several packages available to provide an ODBC or other interface for Tableau to be able to access Mongo.
 
Using Tableau generate visualization of the data appropriate to the business question as described in the R section above. These can be similar summary statistics or related summary information to that provided in the R section.
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