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Learning pandas - Second Edition by Michael Heydt

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Modeling

In the modeling stage you formalize your discoveries found during exploration into an explicit explanation of the steps and data structures required to get to the desired meaning contained within your data. This is the model, a combination of both data structures as well as steps in code to get from the raw data to your information and conclusions.

The modeling process is iterative where, through an exploration of the data, you select the variables required to support your analysis, organize the variables for input to analytical processes, execute the model, and determine how well the model supports your original assumptions. It can include a formal modeling of the structure of the data, but can also combine techniques from various ...

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