Data Preparing: Uncooked data is inherently messy and necessitates cleansing and pre-processing in advance of Investigation. This phase entails tasks like pinpointing and dealing with missing values, correcting inconsistencies, formatting data right into a consistent framework, and possibly removing outliers.Data collection is definitely the system