This document will explain several different methods for performing simple data manipulation tasks on the attached cereal.csv dataset. Covered in this notebook are:

• base python list manipulation
• base python list comprehension
• pandas
• an R language solution

Also included is a brief overview of the time library, which is used here to provide a simple comparison of the run time of these algorithms.