Data Preparation: Raw data is inherently messy and necessitates cleansing and pre-processing just before Examination. This phase will involve tasks like determining and handling lacking values, correcting inconsistencies, formatting data right into a steady composition, and most likely taking away outliers.Data analyst: Data analysts target much mo