Data Preparation: Raw data is inherently messy and involves cleansing and pre-processing right before analysis. This phase includes responsibilities like determining and managing missing values, correcting inconsistencies, formatting data into a reliable framework, and possibly taking away outliers.Data security consists of guarding electronic info