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Question
based on the following chart types, what is the most appropriate intended goal? scatter bubble line stock column bar heat map a. goal: to show ranking b. goal: to show a relationship c. goal: to show distribution d. goal: to show composition
Scatter and bubble charts are used to show relationships between variables. Line charts can show trends over time which can also imply relationships. Stock charts show price - related relationships. Column and bar charts can be used to compare values which may also show relationships in terms of differences. Heat maps show relationships between two categorical variables through color - coded values. Ranking is better shown with simple bar or column charts in a sorted order. Distribution is for showing how data is spread out (like histograms). Composition is for showing parts of a whole (like pie charts).
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b. Goal: To Show a Relationship