Which of the following chart types is best suited for comparing the distribution of a continuous variable?*A) Pie chartB) Line chartC) Scatter plotD) Histogram

To determine which chart type is best suited for comparing the distribution of a continuous variable, let's analyze each option:

1. Pie Chart: This is used to show the proportions of a whole and is not effective for representing distributions of continuous variables.

2. Line Chart: This type of chart is primarily used for displaying trends over time rather than the distribution of continuous data.

3. Scatter Plot: While scatter plots can show relationships between two continuous variables, they are not specifically designed to represent the distribution of a single continuous variable.

4. Histogram: This chart type is specifically used to display the distribution of a continuous variable. It divides the continuous variable into intervals (bins) and shows the frequency of data points in each interval.

Conclusion

The best option for comparing the distribution of a continuous variable is D) Histogram. It effectively illustrates how values of the variable are distributed across different ranges.