To run the solution:

1. Navigate to the downloaded and unzipped EQWSampleProblem folder.

2. In the command line, enter:

   spark-submit --deploy-mode client <Path to pysparkJob.py>

The program will create a file called output.txt that provides the significant values for POI1, POI2, and POI3.

You can find a more detailed discussion about difficulties, assumptions, and results of this assignment in the Data Problem Report.