Data Mining Project Using RapidMiner Software

Project Description

Jack Bauer family is going to move to Pittsburgh. The family is recruiting a butler to help them make decisions. The tasks are:

1. A house. Jack Bauer family wants to buy a house. The requirements are:

1. The price is less than 500,000 USD.

2. It has investment potential.

3. Close to medical centers/hospitals, universities and supermarkets/malls (Target, Walmart, Whole Food, Costco, etc.).

4. Excellent traffic in surrounding areas.

1. Technology setup. Jack Bauer is a field agent and asks for a set of tech equipment which requires your recommendation.

1. A camera (Canon PowerShot SD500, Canon S100, Nikon Coolpix 4300 or Canon G3).

2. A router (Hitachi router or Linksys Router).

You are required to give a presentation to Jack Bauer family to help them make the above decision.

• For Task 1, you are suggested to apply “data filtering, classification, decision tree, clustering, recommendation, spatial and temporal data analysis, etc.” and search for some more data from web to prepare a rich and exciting presentation.

• For Task 2, you are suggested to apply sentiment analysis and search for more data from web to help them make the decision.

• Current data: Pittsburgh property price data, products review data.

• You are encouraged to collect your own data to conduct fancy analysis.

This is an open project, please feel free to use your resources and power!

Jack Bauer family is looking forward to your presentation!