Questions: Choose the correct association: Quantitative Data: data where non-numerical attributes and values are randomly assigned to each variable Quantitative Data: data where variables are described by their traits or characteristics Qualitative Data: data characterized by descriptive, non-numerical attributes Qualitative Data: data where numerical values of constant units are assigned

Identify the correct association for Quantitative Data and Qualitative Data.

Definition of Quantitative Data

Quantitative Data refers to data that is numerical and can be measured or counted. It involves variables that have numerical values with constant units.

Definition of Qualitative Data

Qualitative Data refers to data that is descriptive and non-numerical. It involves variables described by their traits or characteristics.

Evaluate the given options

• The first option for Quantitative Data is incorrect because it describes non-numerical attributes, which is not characteristic of quantitative data.
• The second option for Quantitative Data is incorrect because it describes traits or characteristics, which is more aligned with qualitative data.
• The first option for Qualitative Data is correct because it describes descriptive, non-numerical attributes.
• The second option for Qualitative Data is incorrect because it describes numerical values, which is characteristic of quantitative data.

\\(\boxed{\text{Qualitative Data: data characterized by descriptive, non-numerical attributes}}\\)

\\(\boxed{\text{Qualitative Data: data characterized by descriptive, non-numerical attributes}}\\)