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rows, {len(data.columns)} columns") # Perform data transformations # Step 1: Remove duplicates data.drop_duplicates(inplace=True) logging.info(f"Removed duplicates: {len(data)} rows remaining") # Step 2: Handle missing values data.fillna(0, inplace=True) logging.info("Filled missing values with 0")