Tony Ojeda witnessed the lack of structure in conventional approaches in Exploratory data analysis, so he decided to document his own process in an attempt to come up with a framework for data exploration.
Exploratory analysis that gives us a sense of what additional work should be performed to quantify and extract insights from our data.
The framework he came up with consists of a Prep Phase and an Explore Phase. Each phase has several steps in it that we will walk through together as we progress through this series.
Pictures, schemas, explanation on types of information, example data set, example code and more included.
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