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Descriptive Analysis

Summarize datasets with metrics such as mean, median, mode, range, IQR, skewness, and kurtosis.

Mean

Calculate the average value of a dataset.

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Median

Determine the middle value in an ordered dataset.

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Mode

Identify the most frequent value(s) in a dataset.

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Range

Calculate the difference between the maximum and minimum values.

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Interquartile Range (IQR)

Compute the spread of the middle 50% of the data.

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Skewness

Measure the asymmetry of the probability distribution of a dataset.

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Kurtosis

Evaluate the 'tailedness' of the data distribution.

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Comprehensive Analysis

Perform a full descriptive analysis on the dataset, including mean, median, mode, range, IQR, skewness, and kurtosis.

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