Data Preparing: Raw data is inherently messy and requires cleaning and pre-processing prior to Evaluation. This stage includes jobs like figuring out and handling missing values, correcting inconsistencies, formatting data into a dependable structure, and possibly eradicating outliers.Data collection is the systematic technique of accumulating data