Match the data type or level to the description or example: Descriptive text such as free-text clinical notes, Data that are managed by being put into categories or labeled 'bins',... Match the data type or level to the description or example: Descriptive text such as free-text clinical notes, Data that are managed by being put into categories or labeled 'bins', Data in which the categories have intrinsic order, such as None, A little, A lot, Data that are numeric and measured on a scale that has evenly spaced intervals.
Understand the Problem
The question is asking to match various data types or levels to their corresponding descriptions or examples. This likely involves understanding different types of data, such as qualitative and quantitative data, and how they are categorized.
Answer
Text data, Categorical data, Ordinal data, Interval data.
- Descriptive text such as free-text clinical notes: Text data. 2) Data that are managed by being put into categories or labeled 'bins': Categorical data. 3) Data in which the categories have intrinsic order, such as None, A little, A lot: Ordinal data. 4) Data that are numeric and measured on a scale that has evenly spaced intervals: Interval data.
Answer for screen readers
- Descriptive text such as free-text clinical notes: Text data. 2) Data that are managed by being put into categories or labeled 'bins': Categorical data. 3) Data in which the categories have intrinsic order, such as None, A little, A lot: Ordinal data. 4) Data that are numeric and measured on a scale that has evenly spaced intervals: Interval data.
More Information
In data science, these types of data are categorized to make analysis easier and more coherent. Free-text notes fall under text data; categorical data is used for data types that fit into groups; ordinal data involves ordered categories; and interval data indicates equal measurement intervals.
Tips
A common mistake is confusing interval data with ratio data. Ratio data also has evenly spaced intervals but includes a true zero point, while interval data does not.
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