Data Preparing: Raw data is inherently messy and requires cleaning and pre-processing ahead of Investigation. This stage consists of tasks like figuring out and managing missing values, correcting inconsistencies, formatting data into a steady structure, and likely removing outliers.Data cleaning, often known as data cleansing or data scrubbing, is