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The process
The proposed process is one that will be referred to as The Data Process and is represented in the following diagram:
This process sets up a framework for defining logical steps that are taken in working with data. For now, let's take a quick look at each of these steps in the process and some of the tasks that you as a data analyst using pandas will perform.
It is important to understand that this is not purely a linear process. It is best done in a highly interactive and agile/iterative manner.