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In the context of Exploratory Data Analysis (EDA), a team is analyzing a dataset to understand its distribution and identify any anomalies. The dataset contains numerical values with potential outliers. The team is considering various visualization tools to achieve their goal. Considering the need to efficiently display the distribution, central tendency, and identify outliers, which of the following visualization tools is MOST appropriate for this scenario? Choose one correct option.
A
A scatter plot to visualize the relationship between two variables
B
A line chart to track changes over time
C
A bar chart to compare categories
D
A box plot to display the distribution of the dataset and identify outliers