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{column}: Values below minimum threshold.") if 'max' in rule: invalid_data = data[data[column] > rule['max']] if not invalid_data.empty: print(f"Validation failed for {column}: Values above maximum threshold.") if 'allowed_values' in rule: invalid_data =