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Which Plotly chart is used to visualize the distribution of a dataset?Group of answer choicesHistogramPie chartLine chartScatter plot

Question

Which Plotly chart is used to visualize the distribution of a dataset?

Group of answer choices:

  • Histogram
  • Pie chart
  • Line chart
  • Scatter plot
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Solution

To visualize the distribution of a dataset, the most suitable Plotly chart from the given options is the Histogram.

Explanation:

  1. Histogram: This type of chart is specifically designed to show the distribution of numerical data. It divides the data into bins and displays the frequency count for each bin, making it easy to see patterns such as skewness or the presence of outliers.

  2. Pie Chart: While useful for showing proportions of a whole, pie charts do not effectively display distributions and are generally used for categorical data.

  3. Line Chart: Line charts are used to display trends over time or continuous data, not the distribution of a dataset.

  4. Scatter Plot: Scatter plots are ideal for showing relationships between two variables, but they do not effectively summarize the distribution of a single variable.

Summary:

For visualizing the distribution of a dataset, the correct choice is the Histogram.

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