What are the 4 basic steps in Data Preparation and Data Analysis?

The question is about data analysis 

Answer:

The major steps that are usually carried out in the process of Data Preparation and Analysis include collecting the data, cleaning errors and missing values, data transformation into suitable formats, and information analysis by statistical means so that different inferences can be arrived at. However, this step is meant to ensure that data is accurate and can be considered ready for utilization with reliability in a meaningful way.

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