"One of the primary concerns raised in the meeting was the effective utilization of customer data." Outline the steps involved in the process of data analytics method to ensure the dataset is ready for meaningful analysi

CS Professional · Artificial Intelligence, Data Analytics and Cyber Security - Laws and Practice · PYQS · June 2025
"One of the primary concerns raised in the meeting was the effective utilization of customer data." Outline the steps involved in the process of data analytics method to ensure the dataset is ready for meaningful analysis.

Answer & Explanation:

Below are the common steps involved in the process of data analytics method to ensure the dataset is ready for meaningful analysis: Step 1: Determine the criteria for grouping the data: Data can be divided by a range of different criteria such as age, population, income, or sex. The values of the data can be numerical or categorical data. Step 2: Collecting the data: Data can be collected through several sources, including online sources, computers, personnel, and sources from the community. Step 3: Organizing the data: The data must be organized after it is collected so that it can be examined. Data organization can take place on a spreadsheet or other type of software that is capable of statistical data. Step 4: Cleaning the data: The data is first cleaned up to ensure that there is no overlap or mistake. Then, it is reviewed to make sure that it is not incomplete. Cleaning the data helps to fix or eliminate any mistakes before the data goes to a data analyst for analysis.

Topics: Data Analytics

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