What is the main objective of the "Prepare Data" task in business data analytics?

The main objective of the "Prepare Data" task in business data analytics is focused on cleaning and organizing data for analysis. This crucial step involves transforming raw data into a format that is suitable for analysis, which may include handling missing values, removing duplicates, and ensuring that the data is consistent and correctly formatted.

Effective data preparation is essential for accurate and meaningful analysis, as the quality of the data directly impacts the results that can be derived from it. By ensuring the data is organized and cleaned, analysts can produce reliable insights that inform decision-making. This process also sets the groundwork for subsequent tasks such as data analysis and reporting, making it a foundational aspect of successful business data analytics initiatives.