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agentchat.contrib.captainagent.tools.data_analysis.calculate_skewness_and_kurtosis

calculate_skewness_and_kurtosis​

def calculate_skewness_and_kurtosis(csv_file: str, column_name: str) -> tuple

Calculate the skewness and kurtosis of a specified column in a CSV file. The kurtosis is calculated using the Fisher definition. The two metrics are computed using scipy.stats functions.

Arguments:

  • csv_file str - The path to the CSV file.
  • column_name str - The name of the column to calculate skewness and kurtosis for.

Returns:

  • tuple - (skewness, kurtosis)