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Guerrilla Analytics by Enda Ridge

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Chapter 7

Stage 4: Analytics Coding for Ease of Review

Summary

Once data has been loaded into the Data Manipulation Environment (DME), it is time to do some analysis on it. This is Stage 4 of the Guerrilla Analytics workflow. A significant amount of analysis involves writing program code to manipulate and prepare data and perhaps then apply statistical models, machine-learning algorithms, and visualizations. This chapter introduces simple conventions to improve the clarity, traceability, and reproducibility of analytics code, and thereby save time and reduce confusion in the Guerrilla Analytics environment.

Keywords

Coding
Code Review
Programming
Logging
Data Step
Run Order

7.1. Guerrilla Analytics workflow

At this stage in the Guerrilla ...

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