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# Basic Analysis def basic_analysis(data): print(data.describe()) plt.hist(data['tolerance_value'], bins=10) # Assume 'tolerance_value' is a column plt.title('Histogram of Tolerance Values') plt.xlabel('Tolerance Value') plt.ylabel('Frequency') plt.show()
# Load data def load_data(file_path): try: data = pd.read_csv(file_path, sep='\t') # Adjust based on file format return data except Exception as e: print(f"Failed to load data: {e}")
# Example usage file_path = 'path/to/TOLERANCE.DATA.2009.1.GREEK' data = load_data(file_path) if data is not None: basic_analysis(data) This example provides a very basic framework. The actual analysis would depend on the structure and content of your dataset.
# Basic Analysis def basic_analysis(data): print(data.describe()) plt.hist(data['tolerance_value'], bins=10) # Assume 'tolerance_value' is a column plt.title('Histogram of Tolerance Values') plt.xlabel('Tolerance Value') plt.ylabel('Frequency') plt.show()
# Load data def load_data(file_path): try: data = pd.read_csv(file_path, sep='\t') # Adjust based on file format return data except Exception as e: print(f"Failed to load data: {e}")
# Example usage file_path = 'path/to/TOLERANCE.DATA.2009.1.GREEK' data = load_data(file_path) if data is not None: basic_analysis(data) This example provides a very basic framework. The actual analysis would depend on the structure and content of your dataset.
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