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    Question

    A company is analyzing customer feedback to classify it

    into two groups: "Positive" and "Negative." What type of data and analysis is being employed?
    A Quantitative Data and Descriptive Analysis Correct Answer Incorrect Answer
    B Qualitative Data and Predictive Analysis Correct Answer Incorrect Answer
    C Qualitative Data and Categorical Analysis Correct Answer Incorrect Answer
    D Quantitative Data and Inferential Analysis Correct Answer Incorrect Answer
    E Continuous Data and Statistical Modeling Correct Answer Incorrect Answer

    Solution

    The correct answer is C because customer feedback is qualitative, as it consists of textual information that reflects opinions. Classifying feedback into "Positive" and "Negative" represents categorical analysis, as these are distinct groups or classes. Option A : Quantitative data deals with numerical values, which is not applicable here. Option B : Predictive analysis forecasts future trends, while the task involves classification. Option D : Inferential analysis derives conclusions from sample data, not directly relevant here. Option E : Continuous data represents values on a continuum, such as time or temperature, not applicable to feedback categories.

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