Before we dive into code, let’s see what exploratory analysis is and the reason why it is fundamental in the data field to provide the two goals of the data: data-driven and data product.
Most of the machine learning as we know does not support text data, among them exception goes mainly for tree based models. Apart from this, many processes and techniques applied while cleansing and preprocessing the data benefit from exploratory data analysis. Exploratory data analysis is where one performs investigation on data discovering patterns, anomalies using statistical summary of the data and graphical representation.
In terms of…
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