{ "id": "medium006", "question": "In 2022, a local government planned to introduce support policies for the specialized equipment manufacturing industry and needed to understand the province's R&D personnel investment level in this industry. Is the average proportion of R&D personnel to total employees in specialized equipment manufacturing enterprises in Zhejiang Province higher than the national average for this industry?", "guidelines": "The answer should be \"Yes\" or \"No\". If relevant data cannot be found, please answer \"No relevant data found\"", "answer": "No", "metadata": { "db": "bm_rag_qa", "level": "medium", "category": "comprehensive_decision" }, "steps": [ "Filter records with industry=\"Specialized Equipment Manufacturing\" and province=\"Zhejiang\" from regional_industry_status.csv, extract average R&D personnel proportion field; Zhejiang's average R&D personnel proportion is 18.25%.", "Filter records with industry=\"Specialized Equipment Manufacturing\" from national_industry_status.csv, extract average R&D personnel proportion field; national average R&D personnel proportion is 20.10%.", "Compare Zhejiang's average R&D personnel proportion (18.25%) with the national average (20.10%).", "Zhejiang's value is not greater than the national value, therefore the answer is \"No\"." ], "steps_num": 4, "milestone": "{\"Zhejiang average R&D personnel proportion (%)\": 18.25, \"National average R&D personnel proportion (%)\": 20.1}" }