Data Visualizationmedium
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A data analyst needs to visualize a dataset for three distinct tasks:
- Task 1: Show the proportion of different categories that make up a whole at a single point in time.
- Task 2: Display the relationship between two quantitative variables to identify trends or clusters.
- Task 3: Compare the distribution of a single quantitative variable across multiple groups, highlighting median, spread, and potential outliers.
Which of the following chart type selections are most appropriate for these tasks, respectively?
A data analyst needs to visualize a dataset for three distinct tasks:
- Task 1: Show the proportion of different categories that make up a whole at a single point in time.
- Task 2: Display the relationship between two quantitative variables to identify trends or clusters.
- Task 3: Compare the distribution of a single quantitative variable across multiple groups, highlighting median, spread, and potential outliers.
Which of the following chart type selections are most appropriate for these tasks, respectively?