Finished Code, and iPython notebooks for Question 2. Will work on completing the Viz for this Question next.

Added source , ipython notebook , mark down and results for question 2. Will add a bit more results and visualization tomorrow.

Completed Code and Visualizations for Question 1. Need to update final report with findings of Question 1

Final Source code for Question 1, and associated iPython Notebooks. Will include a separate Notebook for Visualizing question 1, because matplotlib is having issues in the version of Anaconda on the EC2 instance.

Finished spark implementation for question 1. Need to do some visualizations for this, and write the final report for it. Added iPython notebooks that detail the code for question 1. Formalized local pandas source, and remote pyspark source, and did a performance comparison.

Modified local programs to output csv data. Measured the amount of time each query took on a local pc. Started a document for Challenges_Encountered

Obtained the Answer to Question 1 in Pandas. Also added a fun aside for tracking the Most_Frequent_Player_Birthdays