Data Preparation: Raw data is inherently messy and calls for cleansing and pre-processing just before Assessment. This stage involves duties like pinpointing and dealing with missing values, correcting inconsistencies, formatting data right into a regular construction, and perhaps taking away outliers.Qualitative data is even further broken down in