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agentchat.contrib.captainagent.tools.data_analysis.shapiro_wilk_test

shapiro_wilk_test

@with_requirements(["pandas", "scipy"])
def shapiro_wilk_test(csv_file, column_name)

Perform the Shapiro-Wilk test on a specified column of a CSV file.

Arguments:

  • csv_file str - The path to the CSV file.
  • column_name str - The name of the column to perform the test on.

Returns:

  • float - The p-value resulting from the Shapiro-Wilk test.