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A histogram is similar to a bar chart with the bin counts used as the heights of the bars. TrueFalse

Question

A histogram is similar to a bar chart with the bin counts used as the heights of the bars.

True / False

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Solution

Answer: True

A histogram is indeed similar to a bar chart in that it uses bars to represent data. However, the key difference lies in how the data is represented. In a histogram, the bars represent the frequency distribution of a continuous variable by grouping data into bins (or intervals), with the height of each bar indicating the count of data points that fall within that bin. Conversely, bar charts are typically used for categorical data, where each bar represents a specific category, and the height of the bar represents the count or proportion of that category. Despite these differences, both visualizations share the basic structure of bars and can be interpreted in a similar manner regarding visualizing and comparing data distributions.

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