{
  "meta": {
    "version": "v4.0·103城(含港澳台)·八维",
    "desc": "OPC城市选址八维评分·六维v2.0+新增D7数字基建算力+D8融资创投(含基础分)",
    "updated": "2026-09-01",
    "dims": 8,
    "weights": {
      "D1": 0.22,
      "D2": 0.2,
      "D3": 0.18,
      "D4": 0.12,
      "D5": 0.08,
      "D6": 0.07,
      "D7": 0.08,
      "D8": 0.05
    },
    "industry_updated": "2026-09-13",
    "industry_coverage": {
      "total": 103,
      "filled": 103,
      "verified": 101,
      "partial": 2,
      "not_found": 0
    },
    "confidence_updated": "2026-09-14",
    "confidence_note": "conf.overall 由来源等级推导：verified 占比 ≥50% 为 high、25-50% 为 medium、<25% 为 low；per_metric 给出逐指标等级，missing 表示未采集到可核来源。",
    "derived_note": "derived 字段为确定性派生量，算式见 data/derived/opc_derived_metrics.json，任一输入缺失则派生值为 null（不插补）。"
  },
  "cities": [
    {
      "city": "北京",
      "province": "北京",
      "region": "华北",
      "gdp": 52073,
      "income": 96292,
      "d1": 10,
      "d2": 5,
      "d3": 10,
      "d4": 8,
      "d5": 10,
      "d6": 4,
      "total": 81.0,
      "grade": "A",
      "d7": 7,
      "d8": 10,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于 AI 原生应用与垂直行业模型、SaaS 产品与独立开发、科技咨询与知识产权服务、文化内容与个人 IP 运营；亦庄对“超级个体”有专项支持，但社保与租房成本高，适合有技术壁垒与启动资金的高端型 OPC。",
      "industry_focus": "数字经济、人工智能、软件和信息服务、科技服务、文化创意为支柱产业，数字经济增加值占地区生产总值比重约 46.4%，累计备案大模型数量占全国近三分之一；全社会研发投入强度与科技服务业规模居全国城市首位。（来源：《2025年政府工作报告》（北京市人民政府））",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.875,
        "verified": 5,
        "partial": 5,
        "estimated": 4,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": 32.2,
        "market_cost_ratio": 2.0,
        "students_per_univ": 1.3,
        "subsidy_months": 3.9
      },
      "basis": "八维v4.0"
    },
    {
      "city": "成都",
      "province": "四川",
      "region": "西南",
      "gdp": 23511,
      "income": 59000,
      "d1": 8,
      "d2": 7,
      "d3": 8,
      "d4": 9,
      "d5": 10,
      "d6": 7,
      "total": 82.2,
      "grade": "A",
      "d7": 10,
      "d8": 9,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于 AI 与数字文创、独立游戏开发、面向中小企业的 AI SaaS 工具、依托中欧班列与双机场的跨境电商 AI 运营；算力券、模型券与低成本免租空间构成制度优势，是 AI 应用型 OPC 密度最高的城市之一。",
      "industry_focus": "电子信息、数字经济、航空航天、生物医药、新型材料为五大先进制造业，重点打造 20 条标志性产业链；计算机通信和其他电子设备制造业规模居全国前列，形成 IC 设计、晶圆制造、封装测试完整链条，数字文创与游戏电竞优势显著。（来源：《2024年国家先进制造业集群名单公布 四川新增2个》（四川省人民政府网转载四川日报））",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.75,
        "verified": 5,
        "partial": 3,
        "estimated": 4,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": 33.9,
        "market_cost_ratio": 1.14,
        "students_per_univ": 1.98,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "南京",
      "province": "江苏",
      "region": "华东",
      "gdp": 19429,
      "income": 86320,
      "d1": 10,
      "d2": 6,
      "d3": 8,
      "d4": 8,
      "d5": 9,
      "d6": 6,
      "total": 79.5,
      "grade": "A",
      "d7": 7,
      "d8": 9,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于 B 端软件定制与系统集成、集成电路设计与验证服务、航空航天技术文档与适航咨询、面向高校人群的知识付费与在线教育；软件人才成本约为上海的六成，适合技术背景 OPC 承接长三角跨城订单。",
      "industry_focus": "软件和信息服务、智能电网、集成电路、航空航天、生物医药为主要方向，软件产业规模达万亿级；集成电路产值保持高速增长，智能制造与工业机器人、航空航天制造增速显著，高校与科研院所密度居全国前列。（来源：《对市政协十五届三次会议第0452号提案的答复》（南京市人民政府））",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.875,
        "verified": 5,
        "partial": 5,
        "estimated": 4,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": 40.6,
        "market_cost_ratio": 1.67,
        "students_per_univ": 1.7,
        "subsidy_months": 0.7
      },
      "basis": "八维v4.0"
    },
    {
      "city": "重庆",
      "province": "重庆",
      "region": "西南",
      "gdp": 32193,
      "income": 49778,
      "d1": 9,
      "d2": 8,
      "d3": 6,
      "d4": 6,
      "d5": 10,
      "d6": 9,
      "total": 77.7,
      "grade": "A",
      "d7": 7,
      "d8": 8,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于新能源汽车供应链轻量 SaaS 与工业互联网工具、AI 数字营销与数字内容（数字人直播、短视频制作）、面向中小制造企业的预测性维护与能耗监控工具、医疗与文旅行业数字化方案；成渝双城联动可同时对接工业场景与文创生态。",
      "industry_focus": "智能网联新能源汽车、电子信息（全球最大笔记本电脑生产基地）、装备制造、软件信息服务、先进材料为支柱；汽车产量与新能源汽车产量均居全国前列，液晶显示屏与智能终端产能规模领先，数字内容与软件信息服务加速集聚。（来源：《2024年重庆市国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.812,
        "verified": 5,
        "partial": 4,
        "estimated": 4,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": 54.8,
        "market_cost_ratio": 1.12,
        "students_per_univ": 1.53,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "武汉",
      "province": "湖北",
      "region": "华中",
      "gdp": 22147,
      "income": 64346,
      "d1": 8,
      "d2": 8,
      "d3": 7,
      "d4": 7,
      "d5": 10,
      "d6": 8,
      "total": 78.3,
      "grade": "A",
      "d7": 7,
      "d8": 9,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于软件外包与技术开发、面向光电子与汽车产业链的工业设计与品牌设计、AI 数据标注与模型微调服务、高校成果转化与技术转移中介；高校人才密集、用人成本显著低于一线城市，适合技术型 OPC 组建远程团队。",
      "industry_focus": "光电子信息、汽车制造、生物医药与大健康为支柱，构建“965”产业集群体系（9 大支柱、6 大战略新兴、5 大未来产业）；光纤光缆产业规模全球第一（“中国光谷”），计算机通信和其他电子设备制造业增加值高速增长，商业航天与量子科技加速布局。（来源：《武汉市2025年政府工作报告》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.875,
        "verified": 5,
        "partial": 5,
        "estimated": 4,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": 39.2,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.69,
        "subsidy_months": 2.4
      },
      "basis": "八维v4.0"
    },
    {
      "city": "长沙",
      "province": "湖南",
      "region": "华中",
      "gdp": 15738,
      "income": 69658,
      "d1": 8,
      "d2": 8,
      "d3": 7,
      "d4": 6,
      "d5": 9,
      "d6": 10,
      "total": 77.2,
      "grade": "A",
      "d7": 7,
      "d8": 8,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于短视频与新媒体代运营、面向非洲与东南亚的跨境电商、工程机械配套的工业软件与设备远程管理系统、工业物联网应用开发；马栏山视频文创生态为内容型 OPC 提供完整上下游配套。",
      "industry_focus": "工程机械、电子信息、文化创意、新材料、新能源汽车零部件为重点产业，工程机械产业规模居全球前列（全球 50 强中长沙占 4 席）；马栏山视频文创园集聚大量视频文创企业，智能装备制造为国家级试点示范集中领域。（来源：《长沙市政府工作报告（2025年1月）》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.875,
        "verified": 5,
        "partial": 5,
        "estimated": 4,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": 34.5,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.67,
        "subsidy_months": 2.5
      },
      "basis": "八维v4.0"
    },
    {
      "city": "广州",
      "province": "广东",
      "region": "华南",
      "gdp": 32039,
      "income": 83436,
      "d1": 9,
      "d2": 6,
      "d3": 8,
      "d4": 9,
      "d5": 10,
      "d6": 5,
      "total": 78.6,
      "grade": "A",
      "d7": 7,
      "d8": 9,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于跨境电商（Temu／Shein／TikTok Shop 供应链）、直播电商代运营、会展策划与品牌设计、外贸综合服务（报关、物流、验厂）；本地供应链与空港海港配套完整，小团队即可承接品牌方全案运营。",
      "industry_focus": "汽车制造、电子产品、石油化工为三大支柱产业，合计增加值约占规上工业 47.9%；新一代信息技术、生物医药、人工智能与数字经济、直播电商加速成长，工业机器人与显示器件产量保持两位数增长，是全国最大的直播电商与跨境电商进口城市之一。（来源：《2025年广州市政府工作报告》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.875,
        "verified": 5,
        "partial": 5,
        "estimated": 4,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": 38.8,
        "market_cost_ratio": 1.5,
        "students_per_univ": 1.67,
        "subsidy_months": 3.7
      },
      "basis": "八维v4.0"
    },
    {
      "city": "合肥",
      "province": "安徽",
      "region": "华东",
      "gdp": 14210,
      "income": 65568,
      "d1": 8,
      "d2": 8,
      "d3": 7,
      "d4": 7,
      "d5": 9,
      "d6": 8,
      "total": 74.6,
      "grade": "B",
      "d7": 4,
      "d8": 8,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于芯片前后端设计外包与验证、车载软件与汽车电子测试、工业视觉与智能语音垂直应用、产线自动化改造与 PLC 编程、科技项目申报与知识产权服务；运营成本约为上海的一半，适合硬科技型技术 OPC。",
      "industry_focus": "集成电路（存储芯片）、新能源汽车与智能网联汽车、新型显示、人工智能与量子信息、工业机器人为重点产业；新能源汽车产量居全国城市前列，新型显示与存储芯片形成完整产业链，人工智能依托中国声谷与科大硅谷双平台集聚。（来源：合肥市发展和改革委员会《六大主导产业》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.875,
        "verified": 5,
        "partial": 5,
        "estimated": 4,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": 38.1,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.6,
        "subsidy_months": 2.4
      },
      "basis": "八维v4.0"
    },
    {
      "city": "上海",
      "province": "上海",
      "region": "华东",
      "gdp": 56709,
      "income": 96842,
      "d1": 10,
      "d2": 4,
      "d3": 9,
      "d4": 9,
      "d5": 10,
      "d6": 3,
      "total": 80.1,
      "grade": "A",
      "d7": 10,
      "d8": 10,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于 AI 垂直场景（法律、金融、医疗）产品化与模型微调、跨境电商与离岸贸易服务、高端工业设计与品牌咨询、生物医药 CRO 与医学撰写；客单价高但社保基数与生活成本全国领先，适合面向大型企业与金融机构的高端咨询型 OPC。",
      "industry_focus": "集成电路、人工智能、生物医药为三大先导产业，金融、航运、贸易与高端专业服务构成核心支撑；累计备案大模型数量居全国第二，金融市场交易规模与跨国公司地区总部数量全国第一，张江生物医药集聚效应突出。（来源：《2024年上海市国民经济运行情况》（上海市统计局））",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.812,
        "verified": 5,
        "partial": 4,
        "estimated": 4,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": 56.8,
        "market_cost_ratio": 2.5,
        "students_per_univ": 1.45,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "郑州",
      "province": "河南",
      "region": "华中",
      "gdp": 15245,
      "income": 50494,
      "d1": 7,
      "d2": 8,
      "d3": 7,
      "d4": 7,
      "d5": 10,
      "d6": 8,
      "total": 72.7,
      "grade": "B",
      "d7": 4,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于面向东南亚的跨境电商与供应链服务、B 端数字化服务（ERP 实施、小程序开发）、依托本地服装与食品产业带的短视频直播带货；航空港“空中丝绸之路”的物流通道是跨境电商类 OPC 的独特支点。",
      "industry_focus": "电子信息（智能终端制造）、汽车制造、装备制造、现代物流与跨境电商为主要产业，智能终端与新能源汽车形成完整链条；航空港区、郑东新区、高新区分别承载智能终端、数字经济与传感器超硬材料产业，航空货运规模居全国前列。（来源：《2025年郑州市政府工作报告》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.812,
        "verified": 5,
        "partial": 5,
        "estimated": 3,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.88,
        "students_per_univ": 1.33,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "杭州",
      "province": "浙江",
      "region": "华东",
      "gdp": 23011,
      "income": 86640,
      "d1": 10,
      "d2": 5,
      "d3": 7,
      "d4": 9,
      "d5": 9,
      "d6": 5,
      "total": 76.7,
      "grade": "A",
      "d7": 7,
      "d8": 10,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于店铺代运营与直播选品撮合、垂直行业 SaaS 与 SCRM 工具、AI 电商营销工具与垂类模型微调、跨境电商运营与品牌出海孵化、内容 IP 与在线课程；业务可全线上交付，是数字型 OPC 的优选地。",
      "industry_focus": "数字经济、电子商务与直播电商、人工智能、软件和信息服务业为支柱，数字经济核心产业增加值占地区生产总值比重接近三成；拥有全国最完整的直播电商产业链，跨境电商综试区为全国首批试点，新能源汽车与工业机器人制造快速扩张。（来源：《2024年杭州市国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.75,
        "verified": 5,
        "partial": 4,
        "estimated": 3,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 2.0,
        "students_per_univ": 2.0,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "西安",
      "province": "陕西",
      "region": "西北",
      "gdp": 13903,
      "income": 53678,
      "d1": 7,
      "d2": 7,
      "d3": 7,
      "d4": 8,
      "d5": 10,
      "d6": 8,
      "total": 72.4,
      "grade": "B",
      "d7": 4,
      "d8": 8,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于跨境电商独立站代运营、文旅短视频与研学内容策划、工业软件定制开发与智能制造咨询、专利代理与技术转移中介；高校技术人才池深厚且制造业技改需求旺盛，技术型 OPC 溢价空间较大。",
      "industry_focus": "信息技术与软件服务、文化旅游、跨境电商与国际贸易、新能源汽车产业链、科技服务与知识产权为支柱；软件园为国家软件产业基地，对“一带一路”国家进出口保持高增长，新能源汽车产量居全国前列，发明专利存量规模居西部前列。（来源：《2025年西安市政府工作报告》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.75,
        "verified": 5,
        "partial": 4,
        "estimated": 3,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.35,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "昆明",
      "province": "云南",
      "region": "西南",
      "gdp": 8637,
      "income": 57444,
      "d1": 7,
      "d2": 8,
      "d3": 7,
      "d4": 6,
      "d5": 9,
      "d6": 9,
      "total": 69.8,
      "grade": "B",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于花卉产业链数字化（智能定价、品控识别、直播电商代运营）、面向南亚东南亚的跨境电商与多语言本地化服务、AI 旅行规划与数字文旅内容创作；面向东南亚的区位与“春城”文旅资源构成差异化壁垒。",
      "industry_focus": "旅游与文旅康养、生物医药与大健康、花卉产业、数字经济、面向南亚东南亚的跨境贸易为支柱；鲜切花产量占全国七成以上，斗南为亚洲最大鲜切花交易市场；生物医药依托云南白药、昆药集团等龙头，信息传输与软件服务业营收高速增长。（来源：《昆明市人民政府2025年〈政府工作报告〉》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.625,
        "verified": 5,
        "partial": 2,
        "estimated": 3,
        "unsourced": 0,
        "missing": 6,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.88,
        "students_per_univ": 1.35,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "沈阳",
      "province": "辽宁",
      "region": "东北",
      "gdp": 9100,
      "income": 56117,
      "d1": 7,
      "d2": 7,
      "d3": 7,
      "d4": 9,
      "d5": 8,
      "d6": 8,
      "total": 71.5,
      "grade": "B",
      "d7": 4,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于工业机器人系统集成与二次开发、机器视觉检测服务、智能制造咨询与数字化诊断、无人机应用方案（农业植保、电力巡检）、医疗器械注册咨询与医疗 AI 工具开发、对日软件外包；机器人场景密度全国领先。",
      "industry_focus": "机器人及智能制造、航空航天、软件与数字经济和工业互联网、新能源汽车产业链、生物医药及医疗设备为重点产业；新松机器人产品线齐全，沈阳被定位为“机器人产业之都”并建设东北亚具身智能创新中心，沈飞、黎明发动机等构成航空工业重镇。（来源：《沈阳市2025年政府工作报告》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.688,
        "verified": 5,
        "partial": 3,
        "estimated": 3,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
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        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
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      "status": "ok",
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      "basis": "八维v4.0"
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      "city": "济南",
      "province": "山东",
      "region": "华东",
      "gdp": 14210,
      "income": 68128,
      "d1": 8,
      "d2": 7,
      "d3": 7,
      "d4": 7,
      "d5": 9,
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      "total": 73.8,
      "grade": "B",
      "d7": 7,
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      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于政务信息化与企业 ERP 实施、智能制造 MES／WMS 与工业数据服务、医药数据管理与药品注册申报咨询、碳核算与 ESG 报告编制、农产品品牌与智慧农业 SaaS；适合服务山东本地制造与国企客户的 B 端技术型 OPC。",
      "industry_focus": "软件和信息技术服务、高端装备制造、生物医药与中医药、新能源与节能环保、农产品加工为优势产业；齐鲁软件园为全国十大软件园之一，规模以上信息传输、软件和信息技术服务业营收超千亿元，中医药产业集群入选省级“十强”雁阵集群。（来源：《2025年济南市政府工作报告》）",
      "conf": {
        "overall": "medium",
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        "verifiable_rate": 0.312,
        "coverage_rate": 0.75,
        "verified": 5,
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        "metric_total": 16,
        "core_metrics": [
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        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
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          "bookkeeping_fee": "estimated",
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          "online": "missing",
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        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
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        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
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      "status": "ok",
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      "basis": "八维v4.0"
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    {
      "city": "贵阳",
      "province": "贵州",
      "region": "西南",
      "gdp": 6038,
      "income": 50576,
      "d1": 6,
      "d2": 8,
      "d3": 7,
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      "d5": 8,
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      "total": 70.4,
      "grade": "B",
      "d7": 5,
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      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于 AI 数据标注与数据清洗、RLHF 外包、企业 BI 与数据分析服务、依托大数据交易所的数据应用开发、黔货出山的内容电商与跨境电商运营；靠近算力枢纽与低电价构成 AI 数据类 OPC 的成本优势。",
      "industry_focus": "大数据与算力产业、电子信息制造、健康医药、生态特色食品、文旅为支柱；贵安新区是全国八大国家算力枢纽节点之一，算力规模居全国前列、智算占比高，吸引数十个大型及以上数据中心落地，健康医药与生态特色食品具备资源型优势。（来源：《2024年贵阳市国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
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        "verified": 5,
        "partial": 3,
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        "unsourced": 0,
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        "metric_total": 16,
        "core_metrics": [
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        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
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          "universities": "verified",
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        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
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        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
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      "basis": "八维v4.0"
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    {
      "city": "呼和浩特",
      "province": "内蒙古",
      "region": "华北",
      "gdp": 4278,
      "income": 61624,
      "d1": 7,
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      "d3": 7,
      "d4": 5,
      "d5": 7,
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      "total": 69.4,
      "grade": "B",
      "d7": 5,
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      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于乳业质量检测与牧场数字化、医药研发外包与注册咨询、草原特色农牧产品品牌与内容电商、面向蒙俄市场的跨境电商与翻译服务、清洁能源项目与碳资产咨询；垂直赛道竞争者少，适合深耕特色产业的小而美 OPC。",
      "industry_focus": "乳业全产业链、医药与生物技术、清洁能源与碳资产、中蒙俄跨境贸易、草原农牧特产加工为特色产业；伊利、蒙牛总部所在地，乳制品年产量居全国前列，清洁能源发电占比持续提升，是中蒙俄经济走廊重要节点。（来源：《呼和浩特市政府工作报告（2025年1月5日，市十六届人大四次会议）》）",
      "conf": {
        "overall": "medium",
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        "verifiable_rate": 0.312,
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        "verified": 5,
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        "missing": 6,
        "metric_total": 16,
        "core_metrics": [
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        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
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        "legend": {
          "verified": "可核（官方来源）",
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        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
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      "status": "ok",
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      "basis": "八维v4.0"
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    {
      "city": "石家庄",
      "province": "河北",
      "region": "华北",
      "gdp": 8652,
      "income": 52559,
      "d1": 6,
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      "total": 66.4,
      "grade": "B",
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      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于医药代表与 CSO 外包、药品注册与医疗器械技术服务、电商代运营与供应链管理、数据标注与 AI 训练数据服务、县域农产品品牌运营；社保与办公成本极低，适合低成本起步、面向传统产业数字化赋能的 OPC。",
      "industry_focus": "生物医药（化学原料药与制剂）、商贸物流与电商、电子信息、农业与食品加工为支柱；是全国最大的化学原料药与制剂生产基地之一，快递业务量居全国前列，计算机通信电子设备制造业增速突出，周边农业资源支撑县域电商发展。（来源：《石家庄市2024年国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
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        "verifiable_rate": 0.312,
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        "metric_total": 16,
        "core_metrics": [
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        "per_metric": {
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        "legend": {
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        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
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      "status": "ok",
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      "basis": "八维v4.0"
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    {
      "city": "天津",
      "province": "天津",
      "region": "华北",
      "gdp": 18540,
      "income": 60099,
      "d1": 8,
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      "total": 71.1,
      "grade": "B",
      "d7": 7,
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      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于制造企业数字化咨询与工业软件外包、跨境贸易代运营与物流咨询、医疗器械注册与临床 CRO 外包、科技成果转化与知识产权服务；以准一线城市的基础设施叠加二线城市成本，适合有制造业或外贸背景的 OPC。",
      "industry_focus": "制造业、港口贸易与跨境电商、生物医药与医疗器械、信息技术与信创、文化旅游为重点方向，12 条重点产业链覆盖广泛；医药材及药品出口高速增长，信创产业链与天开高教科创园聚焦科技成果转化，北方最大港口提供外贸通道。（来源：《政府工作报告——2025年1月14日在天津市第十八届人民代表大会第三次会议上》）",
      "conf": {
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        "verifiable_rate": 0.312,
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        "legend": {
          "verified": "可核（官方来源）",
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        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
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      "status": "ok",
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      "basis": "八维v4.0"
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      "gdp": 8006,
      "income": 42350,
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      "total": 65.4,
      "grade": "B",
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      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于卫星遥感数据应用开发（农业保险定损、城市规划、环保监测）、汽车零部件跨境电商与汽车后市场 SaaS、短剧与影视后期外包、农产品品牌与电商运营、医药注册咨询与 CRO 外包；光电与遥感是长春独有技术高地。",
      "industry_focus": "汽车产业链、光电信息与卫星数据、影视与数字媒体、现代农业与农产品品牌、生物医药为支柱；一汽集团形成万亿级汽车产业集群，长光卫星“吉林一号”为全球规模领先的亚米级商业遥感星座，长影集团具备影视人才储备。（来源：《长春市政府工作报告（2026年1月14日，市十六届人大六次会议）》）",
      "conf": {
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        "legend": {
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        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
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      "basis": "八维v4.0"
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      "region": "华北",
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      "d1": 6,
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      "grade": "B",
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      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于煤炭贸易与煤质检测等能源产业链服务、采矿与工业技术支持外包、碳核算与碳资产管理、氢能技术咨询、文旅策划与非遗文创开发；适合有能源或重工行业背景、客户集中在 B 端产业链的 OPC。",
      "industry_focus": "煤炭与能源产业链、高端装备制造、新能源与氢能、文化旅游为支柱方向；山西拥有全国较完整的煤炭产业链，太原定位“北方氢都”，氢能与碳资产管理产业加速布局，太重、太钢等龙头企业形成庞大 B 端技术服务需求。（来源：《2025年太原市政府工作报告》）",
      "conf": {
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        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 0.47,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "南昌",
      "province": "江西",
      "region": "华东",
      "gdp": 8142,
      "income": 54500,
      "d1": 6,
      "d2": 8,
      "d3": 6,
      "d4": 5,
      "d5": 9,
      "d6": 9,
      "total": 64.6,
      "grade": "B",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于 VR 全景拍摄与三维建模外包、航空技术文档与零部件检测服务、LED 照明方案设计与光电检测、江西农产品品牌与电商运营、文旅 IP 数字化；运营成本为华东最低档，适合低成本试错型技术 OPC。",
      "industry_focus": "虚拟现实（VR）、航空制造、电子信息与 LED、汽车及零部件、食品与农产品加工为重点产业；VR 产业具有全国性先发优势与专项政策支持，是硅衬底 LED 技术原创地，航空制造配套产业链完整。（来源：《2025年南昌市政府工作报告》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.25,
        "coverage_rate": 0.625,
        "verified": 4,
        "partial": 3,
        "estimated": 3,
        "unsourced": 0,
        "missing": 6,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "tertiary_pct"
        ],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "missing",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "partial",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 1.2,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "哈尔滨",
      "province": "黑龙江",
      "region": "东北",
      "gdp": 6016,
      "income": 45784,
      "d1": 5,
      "d2": 8,
      "d3": 7,
      "d4": 6,
      "d5": 9,
      "d6": 8,
      "total": 64.7,
      "grade": "B",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于冰雪文旅内容创作与攻略类自媒体、文创 IP 授权与衍生品开发、对俄跨境电商与俄语本地化服务、本地特产（五常大米、红肠）直播带货、对日韩与对俄软件外包；远程交付模式可弥补本地需求有限的短板。",
      "industry_focus": "冰雪文旅、对俄贸易与跨境电商、直播电商与数字内容、软件与技术服务、农业与农产品加工为优势方向；冰雪季接待游客规模居全国前列，“尔滨”文旅 IP 形成品牌化运营基础；作为对俄贸易门户拥有中俄博览会与哈尔滨新区等开放平台。（来源：《哈尔滨市政府工作报告（2025年2月19日，市十六届人大五次会议）》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.688,
        "verified": 5,
        "partial": 3,
        "estimated": 3,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": 1.32,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "南宁",
      "province": "广西",
      "region": "华南",
      "gdp": 6212,
      "income": 46381,
      "d1": 5,
      "d2": 8,
      "d3": 7,
      "d4": 6,
      "d5": 8,
      "d6": 9,
      "total": 64.6,
      "grade": "B",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于东盟跨境电商（Lazada／Shopee／TikTok Shop）与多语种内容运营、广西水果等特色农产品产地直发电商、面向东盟的 IT 外包与本地化翻译；东盟小语种人才成本较低，是面向东南亚市场的低成本支点。",
      "industry_focus": "农产品加工、建筑工程与商贸物流为传统支柱，第三产业占比约 69.4%；面向东盟的跨境电子商务、数字经济（中国—东盟信息港）、新能源汽车（比亚迪基地）为新兴增长极，依托中国—东盟博览会与自贸试验区南宁片区形成面向东盟的开放型产业格局。（来源：《南宁市政府工作报告（2025年3月16日）》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.75,
        "verified": 5,
        "partial": 4,
        "estimated": 3,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": 1.53,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "福州",
      "province": "福建",
      "region": "华东",
      "gdp": 15112,
      "income": 63435,
      "d1": 7,
      "d2": 7,
      "d3": 6,
      "d4": 6,
      "d5": 8,
      "d6": 7,
      "total": 63.8,
      "grade": "B",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于面向东南亚的跨境电商运营、政务信息化与物联网方案、水产与茶叶等福建特产品牌化与内容电商、渔业物联网应用、轻工品牌设计与电商视觉；适合深耕福建本地与东南亚市场的贸易型 OPC。",
      "industry_focus": "电子信息、轻工纺织与化纤、水产与海洋经济、汽车制造、跨境电商为支柱，计算机通信电子设备制造业增速显著，水产品产量居全国前列；依托自贸区、海丝核心区与对台区位，形成跨境电商与海洋经济并重的产业格局。（来源：《2025年福州市政府工作报告》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.75,
        "verified": 5,
        "partial": 4,
        "estimated": 3,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "partial",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.2,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "兰州",
      "province": "甘肃",
      "region": "西北",
      "gdp": 3904,
      "income": 52660,
      "d1": 6,
      "d2": 6,
      "d3": 7,
      "d4": 7,
      "d5": 7,
      "d6": 9,
      "total": 63.2,
      "grade": "B",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于中药材与保健品电商、新能源项目咨询与碳资产管理、牛肉面等食品品牌的电商全案服务、化工与工业品 B2B 贸易、仓储管理系统 SaaS；靠近中药材产地与新区政策构成供应链与成本优势。",
      "industry_focus": "石油化工与新材料、生物医药与中医药、新能源与光伏、食品加工（牛肉面产业链）、物流与供应链服务为重点产业；兰州石化具备千万吨级原油加工能力，兰州新区重点发展绿色化工、新材料、装备制造与生物医药，是西部陆海新通道重要节点。（来源：《兰州市人民政府工作报告（2025）》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.625,
        "verified": 5,
        "partial": 2,
        "estimated": 3,
        "unsourced": 0,
        "missing": 6,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 2.75,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "海口",
      "province": "海南",
      "region": "华南",
      "gdp": 2563,
      "income": 48132,
      "d1": 6,
      "d2": 7,
      "d3": 7,
      "d4": 6,
      "d5": 6,
      "d6": 8,
      "total": 62.5,
      "grade": "B",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于跨境电商与免税品供应链服务、自贸港企业落地注册与税务筹划咨询、数字内容与游戏出海、国际医疗旅游配套服务；封关后“零关税”与自贸港政策构成内地城市不具备的制度红利窗口。",
      "industry_focus": "旅游业、现代服务业、高新技术产业、热带特色高效农业构成“3+1”现代产业体系，第三产业占地区生产总值比重约 78.4%；依托海南自由贸易港封关运作，离岸贸易、跨境电商、数字创意与国际医疗旅游加速集聚，海南生态软件园已形成数字产业集聚。（来源：《2025年海口市政府工作报告》）",
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.688,
        "verified": 0,
        "partial": 8,
        "estimated": 3,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "partial",
          "income": "partial",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "partial",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "partial",
          "students_wan": "partial",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.86,
        "students_per_univ": 1.5,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "乌鲁木齐",
      "province": "新疆",
      "region": "西北",
      "gdp": 4658,
      "income": 51779,
      "d1": 6,
      "d2": 5,
      "d3": 7,
      "d4": 6,
      "d5": 7,
      "d6": 9,
      "total": 60.0,
      "grade": "B",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于面向中亚与俄罗斯的跨境电商（Ozon、Kaspi.kz 等平台）、新疆特产（干果、牛羊肉）电商与直播、风电与光伏电站第三方运维技术支持、对中亚的外贸代理与多语种服务；中亚市场处于蓝海、竞争显著低于欧美。",
      "industry_focus": "能源化工与矿产、对外贸易与跨境电商、新能源（风电光伏装备）、文化旅游、数字经济为支柱；是新疆自贸试验区核心片区，中欧（中亚）班列集结中心枢纽地位突出，新疆风光资源居全国首位，经开区为国家级风电装备制造基地。（来源：《2025年乌鲁木齐市政府工作报告（2025年1月14日，市十七届人大五次会议）》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.562,
        "verified": 5,
        "partial": 1,
        "estimated": 3,
        "unsourced": 0,
        "missing": 7,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "missing",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.2,
        "students_per_univ": 1.25,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "银川",
      "province": "宁夏",
      "region": "西北",
      "gdp": 3034,
      "income": 49164,
      "d1": 6,
      "d2": 6,
      "d3": 4,
      "d4": 7,
      "d5": 7,
      "d6": 10,
      "total": 58.5,
      "grade": "C",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于葡萄酒与枸杞等地理标志产品的电商与内容营销、光伏与新能源行业 B2B 贸易及电站检测运维、化工与工业品数字化服务、贺兰山文旅内容创作；产业链集中度高但专业服务供给不足，存在明显切入窗口。",
      "industry_focus": "新能源与新材料（单晶硅光伏）、煤化工与精细化工、葡萄酒与特色农产品、数字经济、文化旅游为支柱；是全国重要的单晶硅生产基地，宁东能源化工基地为国家级能源化工基地，贺兰山东麓葡萄酒产区品牌价值快速提升，“东数西算”宁夏枢纽提供低成本算力。（来源：《银川市第十六届人民代表大会第五次会议政府工作报告（2025年）》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.625,
        "verified": 5,
        "partial": 2,
        "estimated": 3,
        "unsourced": 0,
        "missing": 6,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 0.76,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "西宁",
      "province": "青海",
      "region": "西北",
      "gdp": 1915,
      "income": 45605,
      "d1": 5,
      "d2": 5,
      "d3": 7,
      "d4": 6,
      "d5": 6,
      "d6": 9,
      "total": 57.0,
      "grade": "C",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于高原特色农畜产品溯源直播电商、藏药与中医药内容营销及跨境电商、青海湖等目的地的定制旅游与户外研学策划、绿色算力配套的 IT 运维外包；高原产品差异化强、本地专业内容供给稀缺。",
      "industry_focus": "清洁能源与光伏锂电、藏药与民族医药、高原特色农牧业、生态旅游、绿色算力为重点方向；青海为清洁能源装机大省，西宁是重要光伏与锂电制造基地，国家级经济技术开发区下设硅材料光伏、有色冶金、锂电、生物科技四大园区。（来源：《西宁市2024年国民经济和社会发展计划执行情况与2025年国民经济和社会发展计划草案的报告》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.25,
        "coverage_rate": 0.562,
        "verified": 4,
        "partial": 2,
        "estimated": 3,
        "unsourced": 0,
        "missing": 7,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "tertiary_pct"
        ],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "missing",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "missing",
          "online": "missing",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "partial",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 0.82,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "拉萨",
      "province": "西藏",
      "region": "西南",
      "gdp": 1091,
      "income": 54000,
      "d1": 6,
      "d2": 5,
      "d3": 6,
      "d4": 5,
      "d5": 5,
      "d6": 8,
      "total": 54.7,
      "grade": "C",
      "d7": 2,
      "d8": 7,
      "tier": "省会/直辖市",
      "best_direction": "OPC 机会集中于文旅数字内容创作与 IP 运营、高原特色产品（藏药、牦牛肉、青稞、藏香）电商与跨境电商、面向全国与全球的远程 AI 服务外包；企业所得税减按 15% 征收，“注册在拉萨、业务面向全国”是可行模式。",
      "industry_focus": "文化旅游、清洁能源、数字经济、高原生物与特色农牧业为重点方向；作为世界级旅游目的地拥有布达拉宫、大昭寺、纳木错等不可替代资源，电力热力生产供应与基建投资构成第二产业主体，信息传输与软件服务业投资快速增长。（来源：《拉萨市2024年国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.5,
        "verified": 5,
        "partial": 1,
        "estimated": 2,
        "unsourced": 0,
        "missing": 8,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "estimated",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "missing",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "missing"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "flags": [],
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.2,
        "students_per_univ": 0.5,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "青岛",
      "province": "山东",
      "region": "华东",
      "ind": {
        "gdp": 15600,
        "retail": 6584.5,
        "income": 59922,
        "tertiary_pct": 66.0,
        "universities": 27,
        "students_wan": 40.7,
        "shebao": 4416,
        "subsidy": 12000.0,
        "online": 0.0,
        "house_income_ratio": 9.61,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "gdp=batch1",
        "retail=batch1",
        "tertiary_pct=batch1",
        "income=batch1",
        "shebao=batch1",
        "universities=batch1",
        "students_wan=batch1",
        "house_income_ratio=batch1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/58586.html（2024年青岛市统计公报：GDP16719.46亿元、三产62.8%、社消6584.5亿元、收入59922元、普通高校27所、本专科在校生43.85万）",
        "gdp交叉": "http://www.qingdao.gov.cn/zwgk/zdgk/ghjh/jjhsh/202503/t20250311_9092430.shtml（计划报告：GDP16719.5亿元）",
        "shebao": "https://m.thepaper.cn/newsDetail_forward_31671364（鲁人社字〔2025〕91号：2025年度下限4504元/上限22518元；2024年度为4416元）",
        "subsidy": "http://www.qingdao.gov.cn/zwgk/xxgk/rlshbz/gkml/gwfg/202504/t20250428_9385796.shtml（创业者创办小微企业1.2万元；个体工商户2000元）",
        "reg_days": "https://www.sdxc.gov.cn/xwcb/ztxc/202003/t20200327_11575777.htm（山东全程网办企业开办一日办结；济南2026年报道已半日办结）",
        "note_未收录": "房价收入比：麟评/诸葛2024百城报告仅公布分级均值（二线10.8、三四线7.6、长三角11.0），无逐城公开值，故null；孵化器与数字经济占比：2024公报未披露"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.125,
        "coverage_rate": 0.75,
        "verified": 2,
        "partial": 1,
        "estimated": 0,
        "unsourced": 9,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "verified",
          "online": "unsourced",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "公报5项+人社文件+补贴文件均官方源；社消/收入/三产结构由公报原文核实。数字经济占比与孵化器、房价收入比未在公报披露，置null。"
      },
      "status": "ok",
      "total": 72.3,
      "grade": "B",
      "d1": 7,
      "d2": 8,
      "d3": 7,
      "d4": 5,
      "d5": 8,
      "d6": 9,
      "d7": 7,
      "d8": 8,
      "tier": "计划单列市",
      "best_direction": "OPC机会集中在智能家电与消费电子的AI工业设计及跨境电商内容运营、轨道交通和汽车零部件企业的数字化供应链服务、集成电路与虚拟现实设备的垂直软件和选品咨询，可依托青岛港做面向日韩及共建一带一路国家的选品与海外营销。",
      "industry_focus": "青岛以智能家电、轨道交通装备、汽车及新能源汽车、集成电路和新型显示为支柱，2024年规模以上工业增加值增长9.4%，装备制造业、高技术制造业增加值分别增长11.0%和12.8%，全年生产彩色电视机2635.1万台、家用电冰箱1043.2万台、动车组877辆、城市轨道车辆536辆，新能源汽车产量增长137.8%。（来源：《2024年青岛市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.88,
        "students_per_univ": 1.51,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "烟台",
      "province": "山东",
      "region": "华东",
      "ind": {
        "gdp": 10782.83,
        "retail": 3757.51,
        "income": 50858.0,
        "tertiary_pct": 51.1,
        "universities": 19.0,
        "students_wan": 31.51,
        "shebao": 4504.0,
        "subsidy": 12000.0,
        "online": 1.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://www.yantai.gov.cn/art/2025/4/9/art_43176_3248210.html（GDP10782.83亿元、三产51.1%、社消3757.51亿元、收入50858元、普通高校19所、本专科在校生31.51万）",
        "shebao": "https://m.thepaper.cn/newsDetail_forward_31671364（鲁人社字〔2025〕91号：2025年度下限4504元）",
        "subsidy": "https://www.ytfushan.gov.cn/art/2025/9/22/art_104642_2953014.html（烟财社〔2025〕6号：小微企业1.2万元；个体工商户2000元）",
        "online": "公报：限额以上单位实物商品网络零售额比上年增长43.3%（无绝对额，评分1=线上增速突出但无总量）",
        "reg_days": "https://www.sdxc.gov.cn/xwcb/ztxc/202003/t20200327_11575777.htm",
        "note_未收录": "房价收入比无逐城公开值；孵化器/数字经济占比公报未披露"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.125,
        "coverage_rate": 0.75,
        "verified": 2,
        "partial": 1,
        "estimated": 1,
        "unsourced": 8,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "verified",
          "online": "estimated",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "官方公报（烟台市政府网）核实GDP/社消/收入/三产/教育；社保=省2025基文；补贴=烟财社〔2025〕6号。"
      },
      "status": "ok",
      "total": 59.9,
      "grade": "C",
      "d1": 6,
      "d2": 8,
      "d3": 5,
      "d4": 6,
      "d5": 7,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在黄金有色与化工产业链的工业软件和数据分析服务、船舶海工及清洁能源装备的跨境供应链与技术文档外包、苹果等农特产品的品牌化电商和内容营销，可对接本地龙头做敏捷的AI设计、选品与出海运营。",
      "industry_focus": "烟台以化工、有色金属冶炼和压延加工、汽车制造、计算机通信和其他电子设备制造为骨干，2024年规模以上工业增加值增长9.0%，有色金属冶炼和压延加工业、化学原料和化学制品制造业增加值分别增长16.9%和12.4%，船舶与海洋工程装备产业入选国家先进制造业集群，清洁能源装机容量稳居全省首位。（来源：《2024年烟台市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 1.66,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "潍坊",
      "province": "山东",
      "region": "华东",
      "ind": {
        "gdp": 8203.2,
        "retail": 3131.6,
        "income": 43760.0,
        "tertiary_pct": 49.1,
        "universities": 18.0,
        "students_wan": 33.81,
        "shebao": 4504.0,
        "subsidy": 2000.0,
        "online": 0.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/xjtjgb/xj2020/57624.html（2024年潍坊市公报：GDP8203.2亿元、三产49.1%、社消3131.6亿元、收入43760元、驻潍高校18所在校生33.81万）",
        "shebao": "https://m.thepaper.cn/newsDetail_forward_31671364（鲁人社字〔2025〕91号：下限4504元）",
        "subsidy": "https://www.linqu.gov.cn/102/7461/2056246751437918208.html（《潍坊市就业补助资金管理办法》：个体工商户2000元；小微企业标准另文）",
        "reg_days": "https://www.sdxc.gov.cn/xwcb/ztxc/202003/t20200327_11575777.htm",
        "note_未收录": "高校18所为'各类驻潍高等院校'（含高职等）估算口径；房价收入比/孵化器/数字经济占比未披露"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.125,
        "coverage_rate": 0.75,
        "verified": 2,
        "partial": 1,
        "estimated": 0,
        "unsourced": 9,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "verified",
          "online": "unsourced",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "公报全文核实（hongheiku收录潍坊市统计局公报）；高校数为'各类驻潍高等院校18所'含多类型，标记估算口径。"
      },
      "status": "ok",
      "total": 55.7,
      "grade": "C",
      "d1": 6,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 7,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在智能农机与工业母机的工业设计和远程运维软件、食品加工及预制菜的电商品牌运营、化工与医药领域的合规咨询和AI质检外包，可依托本地装备龙头承接轻量化的数字化和出海服务。",
      "industry_focus": "潍坊以动力装备、智能农机、工业母机、食品加工、化工和医药为支柱，2024年规模以上工业增加值增长8.5%，食品制造业、计算机通信和其他电子设备制造业、医药制造业增加值分别增长47.3%、29%和17.2%，牵头打造的潍临日智能农机装备集群获批国家先进制造业集群。（来源：《2024年潍坊市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 1.88,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "临沂",
      "province": "山东",
      "region": "华东",
      "ind": {
        "gdp": 6555.8,
        "retail": 3433.8,
        "income": 37297.0,
        "tertiary_pct": 51.2,
        "shebao": 4504.0,
        "online": 2.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3,
        "universities": 3,
        "students_wan": 5.2
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjj.linyi.gov.cn/info/1065/13926.htm（2024年临沂市经济社会发展统计公报：GDP6555.8亿元、三产3357.2亿元(占比51.2%计算)、消费品市场零售额3433.8亿元、居民人均可支配收入37297元、网络零售额825.4亿元+11%）",
        "孵化器": "公报：国家级科技企业孵化器5家、省级10家、市级18家（合计33，另有国家级众创空间8家/省级9家/市级19家）",
        "shebao": "https://m.thepaper.cn/newsDetail_forward_31671364（鲁人社字〔2025〕91号：下限4504元）",
        "subsidy": "临沂市人社局2025年指南（linyi.bendibao.com/live/2025530/19670.shtm）仅述条件未核金额，null",
        "reg_days": "https://www.sdxc.gov.cn/xwcb/ztxc/202003/t20200327_11575777.htm",
        "note_未收录": "公报无教育/房价/数字经济章节；2023年GDP修订值6270.5亿元见公报附注"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.062,
        "coverage_rate": 0.688,
        "verified": 1,
        "partial": 1,
        "estimated": 0,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "verified",
          "online": "unsourced",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "公报为'经济社会发展统计公报'（简短版）：GDP/社消/收入/孵化器/网络零售已核；三产占比由分产业增加值计算（51.2%）；无教育章节→高校/在校生null；社消表述为'消费品市场零售额3433.8亿元'口径略异。"
      },
      "status": "ok",
      "edu_src": "临沂大学全日制在校生5.2万人(官网/百科·2025)",
      "total": 54.9,
      "grade": "C",
      "d1": 5,
      "d2": 8,
      "d3": 5,
      "d4": 5,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在木业家居与板材的跨境电商选品和设计服务、食品及农产品的直播电商与品牌代运营、面向商贸物流企业的AI客服和选品数据工具，可借助临沂商城货源与物流优势做轻资产的内容与运营。",
      "industry_focus": "临沂以食品、机械、木业、化工、医药、冶金、建材、纺织八大传统优势产业为主体，2024年八大产业完成产值7514.2亿元、增长5.8%，其中机械、纺织分别增长16.3%和12%，全市规模以上工业增加值增长8.6%，网络零售额825.4亿元、增长11%。（来源：《2024年临沂市经济社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": 1.73,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "济宁",
      "province": "山东",
      "region": "华东",
      "ind": {
        "gdp": 5867.5,
        "retail": 2910.4,
        "income": 37905.0,
        "tertiary_pct": 52.1,
        "universities": 7.0,
        "students_wan": 16.52,
        "shebao": 4504.0,
        "online": 0.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://www.jining.gov.cn/module/download/down.jsp?i_ID=2898443&colID=65804（2024年济宁市公报PDF：GDP5867.5亿元、三次产业10.8:37.1:52.1、社消2910.4亿元、全体居民人均可支配收入37905元、普通高校7所、本专科在校生16.52万）",
        "shebao": "https://m.thepaper.cn/newsDetail_forward_31671364（鲁人社字〔2025〕91号：下限4504元）",
        "reg_days": "https://www.sdxc.gov.cn/xwcb/ztxc/202003/t20200327_11575777.htm",
        "note_未收录": "一次性创业补贴/孵化器/房价收入比/数字经济占比未核实到官方标准，null"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.062,
        "coverage_rate": 0.688,
        "verified": 1,
        "partial": 1,
        "estimated": 0,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "verified",
          "online": "unsourced",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "官方PDF公报全文核实；GDP/三产/社消/收入/高校/在校生齐全。"
      },
      "status": "ok",
      "total": 52.5,
      "grade": "C",
      "d1": 5,
      "d2": 8,
      "d3": 5,
      "d4": 3,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在工程机械与矿山装备的备件电商和远程运维软件、化工及石墨碳素材料的跨境B2B选品与询盘运营、内河港航物流的AI调度和数据分析工具，可对接本地制造与航运企业做轻量化技术服务。",
      "industry_focus": "济宁以煤炭、化工、装备制造、橡胶轮胎和新材料为主导，2024年规模以上工业增加值增长7.5%，煤炭开采和洗选业增加值增长10.3%，化学原料和化学制品制造业、石油加工煤炭及其他燃料加工业、橡胶和塑料制品业分别增长15.6%、16.5%和10.3%，工程机械、工业机器人等产品产量高速增长。（来源：济宁市统计局《2024年全市经济运行稳进提质》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": 2.36,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "淄博",
      "province": "山东",
      "region": "华东",
      "ind": {
        "gdp": 4884.08,
        "retail": 1478.7,
        "income": 49632.0,
        "tertiary_pct": 49.0,
        "universities": 7.0,
        "students_wan": 14.2,
        "shebao": 4504.0,
        "online": 0.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tj.zibo.gov.cn/gongkai/channel_c_5f9fa491ab327f36e4c13077_n_1605682680.3204/doc_67f344fa5fd8f7e3b871755b_2e066f0d6d4dfb95bde71560a81c28c6.pdf（2024年淄博市公报：GDP4884.08亿元、三产49.0%、社消1478.7亿元、收入49632元、普通高校7所在校学生14.2万）",
        "孵化器": "公报：省级以上科技企业孵化器、众创空间34家（合并口径）",
        "shebao": "https://m.thepaper.cn/newsDetail_forward_31671364（鲁人社字〔2025〕91号：下限4504元）",
        "reg_days": "https://www.sdxc.gov.cn/xwcb/ztxc/202003/t20200327_11575777.htm",
        "note_未收录": "一次性创业补贴/房价收入比/数字经济占比未核实到官方标准或未披露，null"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.062,
        "coverage_rate": 0.688,
        "verified": 1,
        "partial": 1,
        "estimated": 0,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "verified",
          "online": "unsourced",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "淄博市统计局官方PDF公报核实；孵化器为'省级以上科技企业孵化器、众创空间34家'合并口径（估算）。"
      },
      "status": "ok",
      "total": 52.9,
      "grade": "C",
      "d1": 6,
      "d2": 8,
      "d3": 4,
      "d4": 3,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在化工新材料与合成橡胶的跨境选品和检测认证服务、智能装备与工业机器人相关的AI算法和工业软件外包、医药中间体及原料药的合规咨询与数字化外贸，可依托本地老工业基地的产业链做轻资产切入。",
      "industry_focus": "淄博是全国老工业基地和首批产业转型升级示范区，以化工、新材料、医药、装备制造和电子信息为主导，2024年规模以上工业增加值增长7.1%，“四强”产业增加值增长8.7%、占规模以上工业增加值比重59.8%，工业机器人、化学纤维、光电子器件产量分别增长518.3%、131.6%和38.6%。（来源：淄博市人民政府《2024年度全市经济社会发展主要目标任务完成情况》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 2.03,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "东营",
      "province": "山东",
      "region": "华东",
      "ind": {
        "gdp": 4307.7,
        "retail": 894.49,
        "income": 54231.0,
        "tertiary_pct": 36.0,
        "shebao": 4504.0,
        "online": 0.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3,
        "universities": 2,
        "students_wan": 3.4
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "http://www.dongying.gov.cn/module/download/downfile.jsp?classid=0&filename=9a5aa33d90de4b4daf945a6667938e78.pdf（2024年东营市公报：GDP4307.7亿元、三次产业4.6:59.4:36.0、社消894.49亿元、收入54231元）",
        "shebao": "https://m.thepaper.cn/newsDetail_forward_31671364（鲁人社字〔2025〕91号：下限4504元）",
        "reg_days": "https://www.sdxc.gov.cn/xwcb/ztxc/202003/t20200327_11575777.htm",
        "note_未收录": "公报无教育（高校/在校生）、孵化器、数字经济章节"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.062,
        "coverage_rate": 0.688,
        "verified": 1,
        "partial": 1,
        "estimated": 0,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "verified",
          "online": "unsourced",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "官方PDF公报核实GDP/三产/社消/收入；公报未含高校/在校生数据（null）；2023年GDP修订值4081亿元见公报注释。"
      },
      "status": "ok",
      "edu_src": "东营职业学院1.9万(官网2024)+东营科技职业学院1.5万(百科)",
      "total": 52.9,
      "grade": "C",
      "d1": 6,
      "d2": 8,
      "d3": 4,
      "d4": 3,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在石化与化工新材料的供应链数据和合规服务、橡胶轮胎及有色金属加工的跨境电商选品运营、新能源电子材料与储能的行业资讯和技术翻译，可面向本地龙头企业和外贸工厂提供轻资产的AI营销与数据分析。",
      "industry_focus": "东营是胜利油田所在地，以石油化工、有色金属冶炼、橡胶轮胎和新能源新材料为主导，2024年规模以上工业增加值增长9.5%，有色金属冶炼和压延加工业、化学原料和化学制品制造业、石油加工业增加值分别增长42.1%、13.0%和8.9%，制造业增加值增长11.7%。（来源：《2024年全市经济运行稳健向好 高质量发展扎实推进（东营市统计局）》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 1.7,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "威海",
      "province": "山东",
      "region": "华东",
      "ind": {
        "gdp": 3728.62,
        "retail": 1446.96,
        "income": 51892.0,
        "tertiary_pct": 53.7,
        "universities": 11.0,
        "students_wan": 14.52,
        "shebao": 4504.0,
        "online": 0.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjj.weihai.gov.cn/art/2025/4/14/art_13262_5352626.html（2024年威海市公报：GDP3728.62亿元、三产53.7%、社消1446.96亿元、全体居民收入51892元、普通高等院校11所在校学生145223人）",
        "孵化器": "公报：全市拥有省级以上科技企业孵化载体44家（含国家级2家获评全国优秀）",
        "shebao": "https://m.thepaper.cn/newsDetail_forward_31671364（鲁人社字〔2025〕91号：下限4504元）",
        "reg_days": "https://www.sdxc.gov.cn/xwcb/ztxc/202003/t20200327_11575777.htm",
        "note_未收录": "一次性创业补贴/房价收入比/数字经济占比未核实或未披露，null"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.062,
        "coverage_rate": 0.688,
        "verified": 1,
        "partial": 1,
        "estimated": 0,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "verified",
          "online": "unsourced",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "威海市统计局官方公报核实；在校生为普通高等院校在校学生145223人（14.52万）。"
      },
      "status": "ok",
      "total": 55.5,
      "grade": "C",
      "d1": 6,
      "d2": 8,
      "d3": 5,
      "d4": 3,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在海洋食品与水产加工的跨境选品和品牌营销、渔具及户外用品的跨境电商与内容运营、电子信息与船舶装备的工业软件和外贸SaaS服务，可依托威海的港口和日韩贸易优势做面向海外市场的一人公司型选品与运营。",
      "industry_focus": "威海以海洋渔业、装备制造、电子信息、汽车及运输设备制造为特色，2024年规模以上工业增加值增长8.4%，装备制造业增加值增长12.3%，计算机通信和其他电子设备制造业、铁路船舶航空航天和其他运输设备制造业、汽车制造业增加值分别增长20.1%、57%和13.7%，水产品总产量341.57万吨。（来源：《2024年威海市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 1.32,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "苏州",
      "province": "江苏",
      "region": "华东",
      "ind": {
        "gdp": 26727.0,
        "income": 77524.0,
        "tertiary_pct": 52.4,
        "universities": 26.0,
        "students_wan": 30.4,
        "shebao": 4952.0,
        "subsidy": 2000.0,
        "online": 2.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjj.suzhou.gov.cn/sztjj/tjgb/202504/c77512c90a144784beba4870a6b5cc0d.shtml（2024年苏州公报：GDP26727.0亿元、三产52.4%、常住居民收入77524元、普通高校26所在校学生30.4万、数字经济核心产业增加值占GDP比重16.6%；社消仅'增长4.8%'无绝对额）",
        "shebao": "https://www.suzhou.gov.cn/szsrmzf/mszx/202509/5ec898ff3a7640a99301e017bff8d529.shtml（苏省四部门：2025年1-12月养老保险缴费基数下限4952元/上限24762元）",
        "subsidy": "https://www.wujiang.gov.cn/zgwj/c111835/202602/4cb97693bc0b4d7d8ed1782e1569f1a2/files/e99e72758a9a48a4982f07f166b54392.docx（苏州市人社局/财政局2025-12-31通知：一次性创业补贴2000元；吸纳1名以上就业6个月及以上者一次性1万元；2026-02-01起施行）",
        "reg_days": "https://www.ourjiangsu.com/a/20220220/1645321276323.shtml（江苏：企业开办1个工作日内完成将成常态）",
        "online": "估算（est）：公报无网上零售数据，以数字经济16.6%+数实融合指标支撑线上化评分2",
        "note_未收录": "房价收入比无逐城公开值；孵化器数公报未披露"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.125,
        "coverage_rate": 0.688,
        "verified": 2,
        "partial": 1,
        "estimated": 1,
        "unsourced": 7,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "verified",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "partial",
          "online": "estimated",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "苏州市统计局公报核实GDP/三产/收入/教育/数字经济；社消总额公报只录增速4.8%未列绝对值（null，未采他源）；补贴口径以2026年起执行文件为准。"
      },
      "status": "ok",
      "total": 77.2,
      "grade": "A",
      "d1": 9,
      "d2": 8,
      "d3": 5,
      "d4": 6,
      "d5": 8,
      "d6": 9,
      "d7": 10,
      "d8": 9,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在电子信息与集成电路的跨境选品和供应链SaaS工具、工业软件与AI质检的轻量交付、跨境电商和海外品牌代运营，可依托苏州完备的制造业配套做面向全球市场的一人公司型产品设计与营销服务。",
      "industry_focus": "苏州规模以上工业总产值迈上4.7万亿元台阶，2024年规模以上工业增加值增长9.2%，计算机通信和其他电子设备制造业产值14312.5亿元、增长9.2%，汽车制造、专用设备制造分别增长7.6%和7.9%，累计拥有高端科技仪器、苏南特钢材料、长三角大飞机等6个国家先进制造业集群。（来源：《2024年苏州市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.12,
        "students_per_univ": 1.17,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "无锡",
      "province": "江苏",
      "region": "华东",
      "ind": {
        "gdp": 16263.29,
        "retail": 4284.06,
        "income": 72232.0,
        "tertiary_pct": 51.7,
        "universities": 14.0,
        "students_wan": 16.52,
        "shebao": 4952.0,
        "subsidy": 6000.0,
        "online": 2.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "http://tj.wuxi.gov.cn/doc/2025/04/28/4554442.shtml（2024年无锡公报：GDP16263.29亿元、三产51.7%、社消4284.06亿元、全体居民收入72232元、普通高校14所、本专科在校生16.52万）",
        "孵化器": "公报：省级以上科技企业孵化器55家（其中国家级27家）；省级以上众创空间93家",
        "shebao": "https://www.suzhou.gov.cn/szsrmzf/mszx/202509/5ec898ff3a7640a99301e017bff8d529.shtml（江苏2025下限4952元）",
        "subsidy": "https://www.wuxi.gov.cn/doc/2024/07/09/4389877.shtml（无锡市人社局：大学生等首次成功创业可享6000元一次性创业补贴）",
        "online": "公报：限额以上网上商品零售额311亿元+37.0%、限上网络餐费38.23亿元+12.2%（评分2）",
        "reg_days": "https://www.ourjiangsu.com/a/20220220/1645321276323.shtml",
        "note_未收录": "房价收入比无逐城公开值；数字经济核心产业占比公报未披露"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.125,
        "coverage_rate": 0.75,
        "verified": 2,
        "partial": 1,
        "estimated": 1,
        "unsourced": 8,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "verified",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "partial",
          "online": "estimated",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "无锡市统计局公报核实全部核心指标+孵化器；补贴=无锡市人社局官方问答6000元。"
      },
      "status": "ok",
      "total": 64.0,
      "grade": "B",
      "d1": 8,
      "d2": 8,
      "d3": 5,
      "d4": 6,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 3,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在集成电路与电子元器件的跨境选品和供应链数据服务、高端装备及航空航天的工业软件与技术文档外包、面向制造业的AI质检和数字营销，可依托无锡的电子信息和精密制造配套做轻资产的一人公司型技术产品。",
      "industry_focus": "无锡以电子信息、高端装备、汽车及零部件、专用设备和钢铁、石化为支柱，2024年规模以上工业增加值增长6.6%，化学原料业、铁路船舶航空业、橡胶塑料业、通信电子业和金属制品业增加值分别增长17.6%、17.6%、13.7%、10.2%和7.9%，高技术制造业中电子及通信设备、航空航天器及设备制造业分别增长10.4%和20.0%。（来源：《2024年全市工业经济平稳增长（无锡市统计局）》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.18,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "常州",
      "province": "江苏",
      "region": "华东",
      "ind": {
        "gdp": 10813.6,
        "retail": 2844.4,
        "income": 65665.0,
        "tertiary_pct": 50.8,
        "universities": 11.0,
        "shebao": 4952.0,
        "subsidy": 1500.0,
        "online": 0.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjj.changzhou.gov.cn/html/tjj/2025/OEJQMFCO_0403/28588.html（2024年常州公报：GDP10813.6亿元、三产50.8%、社消2844.4亿元、居民收入65665元、普通高校11所；公报未列在校生数）",
        "shebao": "https://www.suzhou.gov.cn/szsrmzf/mszx/202509/5ec898ff3a7640a99301e017bff8d529.shtml（江苏2025下限4952元）",
        "subsidy": "https://cz.bendibao.com/live/202283/60201.shtm（常州一次性创业补贴1500元/人，本地宝汇编，估算）",
        "reg_days": "https://www.ourjiangsu.com/a/20220220/1645321276323.shtml",
        "note_未收录": "在校生/孵化器/房价收入比/数字经济占比未披露"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.062,
        "coverage_rate": 0.688,
        "verified": 1,
        "partial": 2,
        "estimated": 0,
        "unsourced": 8,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "students_wan"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "verified",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "partial",
          "online": "unsourced",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "missing",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "官方公报核实GDP/三产/社消/收入/高校数；公报未列高校在校生（null）；补贴1500元来自本地宝汇编（非官方公文，标记估算）。"
      },
      "status": "partial",
      "total": 61.6,
      "grade": "B",
      "d1": 8,
      "d2": 8,
      "d3": 5,
      "d4": 4,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 3,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在新能源整车与储能的跨境选品和海外售后服务、动力电池及新材料的行业数据与合规咨询、智能装备的工业软件和AI视觉检测外包，可依托常州完整的新能源产业链做轻资产的产品设计与营销服务。",
      "industry_focus": "常州以新能源、智能装备和新材料为核心，2024年规模以上工业总产值突破1.7万亿元、增加值增长7.0%，十大先进制造业集群产值占规模以上工业产值比重达91.4%，新能源产业规模突破8500亿元、整车产量近80万辆，被工信部授予中国新能源之都城市产业名片。（来源：《2024年常州市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": null,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "南通",
      "province": "江苏",
      "region": "华东",
      "ind": {
        "gdp": 12421.9,
        "retail": 3736.5,
        "income": 54641.0,
        "tertiary_pct": 48.2,
        "universities": 9.0,
        "students_wan": 16.06,
        "shebao": 4952.0,
        "subsidy": 5000.0,
        "online": 1.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjj.nantong.gov.cn/ntstj/tjgb/content/e57175ba-f93c-4840-a82a-0007fb889139.html（2024年南通公报：GDP12421.9亿元、三产48.2%、社消3736.5亿元、居民收入54641元、普通高校9所、本专科在校生16.06万、数字经济核心产业增加值占GDP9.6%）",
        "孵化器": "公报：国家级科技企业孵化器23家、省级29家（合计52）；省级以上众创空间121家",
        "shebao": "https://www.suzhou.gov.cn/szsrmzf/mszx/202509/5ec898ff3a7640a99301e017bff8d529.shtml（江苏2025下限4952元）",
        "subsidy": "https://rsj.nantong.gov.cn/ntsrsj/bszn04/content/a604bd1f-4c1d-43d2-83c1-ed20223240e3.html（南通市人社局：一次性补贴5000元）",
        "reg_days": "https://www.ourjiangsu.com/a/20220220/1645321276323.shtml",
        "online": "估算（est）：公报未披露网上零售额，以数字经济9.6%+互联网/软件服务业增速支撑评分1",
        "note_未收录": "房价收入比无逐城公开值"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.125,
        "coverage_rate": 0.75,
        "verified": 2,
        "partial": 1,
        "estimated": 1,
        "unsourced": 8,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "verified",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "partial",
          "online": "estimated",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "南通市统计局公报核实全部核心指标+数字经济+孵化器；补贴=南通市人社局官方5000元。"
      },
      "status": "ok",
      "total": 58.3,
      "grade": "C",
      "d1": 7,
      "d2": 8,
      "d3": 4,
      "d4": 5,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在船舶海工与家纺的跨境选品和外贸SaaS工具、集成电路及电子元器件的供应链数据与选品服务、面向纺织家装产业的AI设计和内容电商，可依托南通江海联运和出口优势做轻资产的一人公司型出海运营。",
      "industry_focus": "南通以船舶海工、高端纺织、电子信息（集成电路）、新材料和高端装备为主导，2024年规模以上工业增加值增长9.3%，装备制造业增加值增长9.5%，其中专用设备、汽车零部件制造业分别增长14.4%和12.7%，船舶和海工平台、集成电路出口分别增长86.2%和63.8%。（来源：《2024年南通市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.88,
        "students_per_univ": 1.78,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "徐州",
      "province": "江苏",
      "region": "华东",
      "ind": {
        "gdp": 9537.12,
        "income": 40251.0,
        "tertiary_pct": 53.3,
        "universities": 12.0,
        "students_wan": 26.28,
        "shebao": 4952.0,
        "subsidy": 10000.0,
        "online": 2.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tj.xz.gov.cn/govxxgk/01405176-5/2025-04-08/a5bc7994-28b0-4d15-8a70-48e8841c2fcc.html（2024年徐州公报：GDP9537.12亿元、三产53.3%、居民收入40251元、普通高等院校12所在校学生26.28万；社消仅'增长6.4%'、限上网络零售占比17.4%+29.7%）",
        "孵化器": "公报：省级以上孵化器49个、省级以上众创空间39个",
        "shebao": "https://www.suzhou.gov.cn/szsrmzf/mszx/202509/5ec898ff3a7640a99301e017bff8d529.shtml（江苏2025下限4952元）",
        "subsidy": "http://hrss.xz.gov.cn/govxxgk/014052557/2025-12-26/a2b88d6d-f8a7-4445-900b-d05c0327da18.html（徐州市人社局《创业补贴办事指南》：一次性创业补贴每个创业主体10000元）",
        "reg_days": "https://www.ourjiangsu.com/a/20220220/1645321276323.shtml",
        "online": "公报：限上单位通过公共网络商品零售额增长29.7%、占全部限上商品零售额17.4%（评分2）",
        "note_未收录": "社消绝对值/房价收入比/数字经济占比（公报仅'数字经济核心产业增长11.2%'无占比）未披露"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.125,
        "coverage_rate": 0.688,
        "verified": 2,
        "partial": 1,
        "estimated": 1,
        "unsourced": 7,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "verified",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "partial",
          "online": "estimated",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "徐州市统计局公报核实GDP/三产/收入/教育/孵化器；社消总额公报只录增速6.4%无绝对值（null）；一次性创业补贴=市人社局办事指南10000元，另一网络汇总源称5000元，以官方指南为准。"
      },
      "status": "ok",
      "total": 60.3,
      "grade": "B",
      "d1": 6,
      "d2": 8,
      "d3": 5,
      "d4": 7,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在工程机械与安全应急产业的配套数字化服务，包括设备预测性维护、工业软件与工业设计外包；集成电路与ICT环节的软件开发、算法外包；高端纺织、食品及农副产品加工的品牌电商与跨境电商代运营。依托“343”集群大量中小企业的数字化需求，轻资产团队可承接数字化改造与出海营销。",
      "industry_focus": "徐州构建“343”创新产业集群，以工程机械为龙头，涵盖新材料、集成电路与ICT、医药健康、安全应急、高端纺织、食品及农副产品加工等主导产业，数字经济核心产业同步扩张。2024年全市地区生产总值9537.12亿元，规上工业增加值增长6.4%，跃居全国先进制造业百强市第21位。（来源：《2024年徐州市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 2.19,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "扬州",
      "province": "江苏",
      "region": "华东",
      "ind": {
        "gdp": 7809.64,
        "retail": 1770.54,
        "income": 50439.0,
        "tertiary_pct": 48.8,
        "universities": 8.0,
        "shebao": 4952.0,
        "subsidy": 5000.0,
        "online": 0.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjj.yangzhou.gov.cn/tjgb/art/2025/art_ec659169285646e6b0e0b958cb5baa53.html（2024年扬州公报：GDP7809.64亿元、三产3809.38亿元(占比48.8%计算)、社消1770.54亿元、全体居民收入50439元、普通高校8所；各级各类学校在校学生69.1万）",
        "shebao": "https://www.suzhou.gov.cn/szsrmzf/mszx/202509/5ec898ff3a7640a99301e017bff8d529.shtml（江苏2025下限4952元）",
        "subsidy": "https://www.yangzhou.gov.cn/hdjl/zsk/sbjy/art/2025/art_b6c4f2fa40a74856878e7e57668c9f37.html（扬州市政府答问：一次性创业补贴5000元/人）",
        "reg_days": "https://www.ourjiangsu.com/a/20220220/1645321276323.shtml",
        "note_未收录": "高校在校生分项/孵化器/房价收入比/数字经济占比未披露"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.125,
        "coverage_rate": 0.688,
        "verified": 2,
        "partial": 1,
        "estimated": 0,
        "unsourced": 8,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "students_wan"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "verified",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "partial",
          "online": "unsourced",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "missing",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "扬州市统计局公报核实GDP/社消/收入/高校数；三产占比由分产业增加值计算（48.8%）；公报仅公布各级各类在校学生69.1万（非高校口径）故students置null；补贴=市政府问答5000元。"
      },
      "status": "partial",
      "total": 54.9,
      "grade": "C",
      "d1": 6,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在汽车及零部件、高端装备产业的工业软件、仿真设计与智能网联配套服务，新能源产业链的检测认证与数据服务，以及新一代信息技术产业的外包开发。依托六大主导产业集群的配套与出海需求，轻资产团队可切入零部件设计、产业数字化解决方案与跨境电商运营。",
      "industry_focus": "扬州拥有规上工业企业4348家，形成汽车及零部件、新一代信息技术、高端装备、新能源、生命健康、新材料六大主导产业集群，2024年六大集群产值同比增长4.8%，对全部规上工业总产值贡献率超90%，其中汽车及零部件、新一代信息技术、高端装备产业分别增长12.1%、10.1%、8.8%。（来源：《2024年扬州市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": null,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "宁波",
      "province": "浙江",
      "region": "华东",
      "ind": {
        "gdp": 18147.7,
        "retail": 5605.1,
        "income": 74000,
        "tertiary_pct": 54.1,
        "universities": 13,
        "students_wan": 16.5,
        "shebao": 4812,
        "subsidy": 3000,
        "incubator": 30.0,
        "reg_days": 1.0,
        "online": 2.0,
        "digital_pct": 7.86,
        "house_income_ratio": 10.8,
        "opc_industries": 3
      },
      "flags": [
        "gdp=batch1",
        "retail=batch1",
        "tertiary_pct=batch1",
        "income=batch1",
        "shebao=batch1",
        "universities=batch1",
        "students_wan=batch1",
        "subsidy=batch1",
        "house=tier_avg_10.8",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/xjtjgb/xj2020/57318.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/xjtjgb/xj2020/57318.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/xjtjgb/xj2020/57318.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/xjtjgb/xj2020/57318.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/xjtjgb/xj2020/57318.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报口径:在甬高校15所,在校学生25.5万(含高职/民办)"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/xjtjgb/xj2020/57318.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "浙江省人力社保厅等5部门《关于公布2025年社会保险有关基数的通知》(浙人社发〔2025〕52号)及官方政策解读(rlsbt.zj.gov.cn,2025-09-18):2025年社保缴费基数下限4986元/月(2023年加权平均工资8310元×60%);注意:任务上下文所述4812系2024年度旧标准,未采用"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "宁波就业创业政策(2023-12-01宁波转发省级促进就业政策文件):重点人群初次创业满6个月,失业保险市级统筹区一次性创业补贴3000元,其他区县不超过3000元"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/xjtjgb/xj2020/57318.html",
          "note": "公报:省级及以上科技企业孵化器累计30家(当年新增8家)"
        },
        "reg_days": {
          "url": null,
          "note": "宁波市委深改办2019-03印发《企业开办全流程一件事一日办结实施方案》;一日办结沿用"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/xjtjgb/xj2020/57318.html",
          "note": "公报:2024年网络零售额3875.4亿元(+13.2%),快递业务量18.9亿件;数字经济核心产业占GDP7.9%"
        },
        "digital_pct": {
          "url": null,
          "note": "估算:公报数字经济核心产业增加值1425.7亿元÷GDP 18147.7亿元=7.86%(公报仅披露绝对值)"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.5,
        "coverage_rate": 0.875,
        "verified": 8,
        "partial": 2,
        "estimated": 4,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "estimated",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 68.9,
      "grade": "B",
      "d1": 8,
      "d2": 8,
      "d3": 5,
      "d4": 8,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 8,
      "tier": "计划单列市",
      "best_direction": "OPC机会集中在汽车制造、仪器仪表与高端装备产业的工业软件、嵌入式开发和智能检测服务；依托宁波舟山港与2.9万家外贸企业开展跨境电商、供应链数字化与出海品牌代运营；以及人工智能、集成电路环节的算法与数据服务。中小制造企业的数字化改造与AI质检构成轻资产切入点。",
      "industry_focus": "宁波以“361”现代产业集群为骨干，规上工业企业7945家、集群增加值4233.8亿元，汽车制造、仪器仪表、金属制品为主要增长行业，人工智能、高端装备、战略性新兴产业增加值分别增长15.5%、13.8%、12.9%，新能源汽车产量39.5万辆。宁波舟山港货物吞吐量13.8亿吨，连续16年位居全球第一。（来源：《2024年宁波市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.27,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "嘉兴",
      "province": "浙江",
      "region": "华东",
      "ind": {
        "gdp": 7569.53,
        "retail": 2647.4,
        "income": 69232.0,
        "tertiary_pct": 48.5,
        "universities": 6.0,
        "students_wan": 8.48,
        "shebao": 4986.0,
        "house_income_ratio": 7.1,
        "incubator": 25.0,
        "online": 2.0,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/57894.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/57894.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/57894.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/57894.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/57894.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:共有各类高等学校6所,在校生8.48万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/57894.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "浙江省人力社保厅等5部门《关于公布2025年社会保险有关基数的通知》(浙人社发〔2025〕52号)及官方政策解读(rlsbt.zj.gov.cn,2025-09-18):2025年社保缴费基数下限4986元/月(2023年加权平均工资8310元×60%);注意:任务上下文所述4812系2024年度旧标准,未采用"
        },
        "house_income_ratio": {
          "url": null,
          "note": "公报计算:2024年商品房销售额448.00亿元÷销售面积351.21万m²=12755元/m²;房价收入比(估)=12755×100m²÷(69232元×2.6人)=7.1。口径:全口径商品房(含非住宅)、户均2.6人、100㎡标准户型;与麟评/诸葛口径不同,仅供横向参照"
        },
        "subsidy": {
          "url": null,
          "note": "未核实到市级明确金额(本地宝疑为5000元,无官方原文佐证),按null"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/57894.html",
          "note": "公报:省级及以上科技企业孵化器25家(国家级12、省级13)"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/57894.html",
          "note": "公报:快递业务量16.62亿件(+13.4%),邮政寄递量超21亿件级"
        },
        "digital_pct": {
          "url": null,
          "note": "公报仅披露数字经济核心制造业增加值增速8.1%,未披露占比"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.5,
        "coverage_rate": 0.75,
        "verified": 8,
        "partial": 1,
        "estimated": 3,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "missing",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 63.3,
      "grade": "B",
      "d1": 8,
      "d2": 8,
      "d3": 4,
      "d4": 7,
      "d5": 5,
      "d6": 10,
      "d7": 2,
      "d8": 3,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在电气机械、通用设备与计算机通信产业的工业软件、设备远程运维和智能检测服务，数字经济核心制造业的算法与数据标注外包，以及时尚制造业、健康制造业的品牌设计、跨境电商与内容代运营。依托嘉兴港与长三角一体化区位，轻资产团队可承接制造业数字化改造与出海营销。",
      "industry_focus": "嘉兴以先进制造业为支撑，2024年规上工业增加值2920.15亿元、增长7.1%，33个工业行业大类中24个行业正增长，电气机械、计算机通信和通用设备行业分别增长19.8%、17.7%和8.5%。新兴产业中高技术制造业、战略性新兴产业、数字经济核心制造业增加值分别增长10.4%、9.3%和8.1%，并布局时尚制造、节能环保、健康制造等门类。（来源：《2024年嘉兴市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.41,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "温州",
      "province": "浙江",
      "region": "华东",
      "ind": {
        "gdp": 9718.8,
        "retail": 4938.9,
        "income": 70829.0,
        "tertiary_pct": 61.3,
        "universities": 11.0,
        "students_wan": 15.52,
        "shebao": 4986.0,
        "subsidy": 5000.0,
        "incubator": 47.0,
        "online": 2.0,
        "digital_pct": 8.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/57364.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/57364.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/57364.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/57364.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/57364.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:全市普通高校11所,在校生15.52万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/57364.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "浙江省人力社保厅等5部门《关于公布2025年社会保险有关基数的通知》(浙人社发〔2025〕52号)及官方政策解读(rlsbt.zj.gov.cn,2025-09-18):2025年社保缴费基数下限4986元/月(2023年加权平均工资8310元×60%);注意:任务上下文所述4812系2024年度旧标准,未采用"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "《温州市就业创业政策申报指南》(温州市人社局):一次性创业补贴5000元/人"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/57364.html",
          "note": "合计:国家级4+省级15+市级28=47家科技企业孵化器"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/57364.html",
          "note": "公报:快递业务量24.5亿件(+14.4%)"
        },
        "digital_pct": {
          "url": null,
          "note": "温州市政府网(2025-10-21):2024年数字经济核心产业增加值779亿元,占GDP比重8%"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.5,
        "coverage_rate": 0.875,
        "verified": 8,
        "partial": 3,
        "estimated": 3,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "partial",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 69.5,
      "grade": "B",
      "d1": 8,
      "d2": 8,
      "d3": 7,
      "d4": 8,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在电气、汽车零部件等传统优势产业的工业设计、智能检测与外贸数字化服务，鞋靴、服装等产品的品牌电商、跨境直播与柔性供应链运营，以及高新技术、高端装备环节的软件开发与算法外包。依托150万户市场经营主体和海外温商网络，轻资产团队可切入出海营销与产业数字化。",
      "industry_focus": "温州规上工业企业9291家，2024年规上工业增加值1736.9亿元、增长10.2%，增速领跑全省。五大传统产业增加值增长13.9%，汽车零部件、电气产业分别增长20.7%、19.0%；规上高新技术产业、战略性新兴产业、高端装备产业增加值分别增长13.1%、14.7%、14.0%，民营经济占规上工业增加值比重达90.8%。（来源：《2024年温州经济运行情况》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.41,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "金华",
      "province": "浙江",
      "region": "华东",
      "ind": {
        "gdp": 6925.52,
        "retail": 4610.37,
        "income": 64816.0,
        "tertiary_pct": 60.2,
        "universities": 9.0,
        "students_wan": 12.56,
        "shebao": 4986.0,
        "subsidy": 10000.0,
        "online": 2.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/64880.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/64880.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/64880.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/64880.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/64880.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:全日制高校9所,在校生12.56万(含硕博)"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/64880.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "浙江省人力社保厅等5部门《关于公布2025年社会保险有关基数的通知》(浙人社发〔2025〕52号)及官方政策解读(rlsbt.zj.gov.cn,2025-09-18):2025年社保缴费基数下限4986元/月(2023年加权平均工资8310元×60%);注意:任务上下文所述4812系2024年度旧标准,未采用"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "金华市政府办公室(2024-10-09):重点人群初次创业一次性创业补贴1万元(农民工1万元)"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/64880.html",
          "note": "公报未披露孵化器数量,取null"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/64880.html",
          "note": "公报:快递业务量171.91亿件(+12.2%),全国快递枢纽城市"
        },
        "digital_pct": {
          "url": null,
          "note": "公报未披露;搜索仅见2021/2022年占比(7.1%→7.5%),2024年无官方数据"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.438,
        "coverage_rate": 0.75,
        "verified": 7,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 66.1,
      "grade": "B",
      "d1": 7,
      "d2": 8,
      "d3": 7,
      "d4": 7,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在汽车制造、化学原料产业的工业软件与检测服务，文工体娱用品、服装服饰产业的品牌设计、内容电商与跨境电商代运营，以及高新技术、装备制造环节的软件开发外包。依托金华全省领先的出口规模与商贸流通优势，轻资产团队可切入跨境选品、海外营销与产业数字化。",
      "industry_focus": "金华2024年规上工业增加值增长9.1%，33个工业行业大类中21个行业正增长，文工体娱用品制造、汽车制造、化学原料和化学制品、服装服饰分别增长47.5%、28.2%、20.3%和15.5%，高技术制造业、高新技术产业、装备制造业增加值分别增长10.7%、10.6%、10.1%。外贸进出口总额8794.9亿元，出口规模居全省前列。（来源：《2024年金华市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.88,
        "students_per_univ": 1.4,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "台州",
      "province": "浙江",
      "region": "华东",
      "ind": {
        "gdp": 6656.4,
        "retail": 2900.07,
        "income": 64424.0,
        "tertiary_pct": 52.0,
        "universities": 5.0,
        "students_wan": 8.03,
        "shebao": 4986.0,
        "subsidy": 8000.0,
        "online": 1.0,
        "digital_pct": 2.02,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/59427.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/59427.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/59427.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/59427.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/59427.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:高等教育学校5所,在校生8.03万(含成人高校3.33万);全日制普通高校在校生4.70万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/59427.html",
          "note": "公报教育部分:高校在校生(万人); 采用高等教育在校生口径8.03万;普通高校全日制本专科4.70万另注"
        },
        "shebao": {
          "url": null,
          "note": "浙江省人力社保厅等5部门《关于公布2025年社会保险有关基数的通知》(浙人社发〔2025〕52号)及官方政策解读(rlsbt.zj.gov.cn,2025-09-18):2025年社保缴费基数下限4986元/月(2023年加权平均工资8310元×60%);注意:任务上下文所述4812系2024年度旧标准,未采用"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "台人社发〔2025〕7号(2025-04-01):2022-07-11(含)后创业一次性8000元,此前5000元"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/59427.html",
          "note": "公报未披露孵化器数量,取null"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/59427.html",
          "note": "公报:快递业务量6.28亿件(约94件/人,中等);无网络零售绝对额"
        },
        "digital_pct": {
          "url": null,
          "note": "估算:公报数字经济核心产业增加值134.52亿元÷6656.40亿元=2.02%"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.438,
        "coverage_rate": 0.812,
        "verified": 7,
        "partial": 2,
        "estimated": 4,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "estimated",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 59.3,
      "grade": "C",
      "d1": 7,
      "d2": 8,
      "d3": 5,
      "d4": 5,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在汽车制造、通用设备与电气机械产业的工业软件、模具设计与智能检测服务，专用设备环节的设备远程运维，以及数字经济、新能源、人工智能产业的算法与数据外包。依托台州活跃的民营制造企业和产业集群的数字化改造需求，轻资产团队可承接工业设计、出海营销与供应链数字化。",
      "industry_focus": "台州2024年规上工业增加值1621.2亿元、增长8.3%，30个制造业行业中21个行业正增长，汽车制造、通用设备、专用设备、电气机械分别增长13.1%、10.8%、12.7%和20.4%。新兴产业中数字经济、新能源、节能环保、高端装备、装备制造、人工智能增加值分别增长22.0%、17.0%、15.0%、13.3%、13.0%和10.8%。（来源：《2024年台州经济运行情况》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.88,
        "students_per_univ": 1.61,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "绍兴",
      "province": "浙江",
      "region": "华东",
      "ind": {
        "gdp": 8369.0,
        "retail": 3105.0,
        "income": 72898.0,
        "tertiary_pct": 49.3,
        "universities": 13.0,
        "students_wan": 13.96,
        "shebao": 4986.0,
        "house_income_ratio": 7.8,
        "subsidy": 10000.0,
        "reg_days": 1.0,
        "online": 2.0,
        "digital_pct": 5.6,
        "opc_industries": 3
      },
      "flags": [
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/57503.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/57503.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/57503.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/57503.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/57503.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:普通高校13所,普通研本专科在校生13.96万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/57503.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "浙江省人力社保厅等5部门《关于公布2025年社会保险有关基数的通知》(浙人社发〔2025〕52号)及官方政策解读(rlsbt.zj.gov.cn,2025-09-18):2025年社保缴费基数下限4986元/月(2023年加权平均工资8310元×60%);注意:任务上下文所述4812系2024年度旧标准,未采用"
        },
        "house_income_ratio": {
          "url": null,
          "note": "公报计算:905亿元÷610万m²=14836元/m²;×100÷(72898×2.6)=7.8"
        },
        "subsidy": {
          "url": null,
          "note": "绍兴市就业创业政策(市政府网站):重点人群在绍初次创业满6个月,一次性创业补贴1万元"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/57503.html",
          "note": "公报未披露市级孵化器总数(仅乡村创业孵化基地13家)"
        },
        "reg_days": {
          "url": null,
          "note": "绍兴市自2019年8月起全面实施企业开办一件事一日办结"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/57503.html",
          "note": "公报:网络零售总额1042亿元(+9.1%),快递17.18亿件"
        },
        "digital_pct": {
          "url": null,
          "note": "公报:数字经济核心产业增加值468.77亿元,占GDP比重5.6%"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.438,
        "coverage_rate": 0.812,
        "verified": 7,
        "partial": 2,
        "estimated": 4,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "estimated",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 63.6,
      "grade": "B",
      "d1": 8,
      "d2": 8,
      "d3": 4,
      "d4": 7,
      "d5": 6,
      "d6": 10,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在纺织、化学原料等传统优势产业的工业设计、智能检测与品牌电商，计算机通信和电子设备制造环节的软件开发与算法外包，以及文教工美体育用品、家具制造业的内容电商与跨境电商代运营。依托绍兴历史经典产业与新兴数字产业并行的结构，轻资产团队可切入产业数字化与出海营销。",
      "industry_focus": "绍兴2024年规上工业增加值2177亿元、增长10.1%，增速高于全省平均2.6个百分点。传统行业支撑有力，化学原料和化学制品制造业、纺织业增加值分别增长17.4%、13.3%；计算机通信和其他电子设备制造业增长34.8%，文教工美体育和娱乐用品制造、家具制造业分别增长24.1%和23.1%。（来源：《2024年绍兴经济运行情况》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.07,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "芜湖",
      "province": "安徽",
      "region": "华东",
      "ind": {
        "gdp": 5120.5,
        "retail": 2169.04,
        "income": 48839.0,
        "tertiary_pct": 51.5,
        "universities": 12.0,
        "students_wan": 17.41,
        "shebao": 4311.0,
        "subsidy": 5000.0,
        "online": 1.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/60177.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/60177.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/60177.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/60177.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/60177.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:普通高等院校12所;在校生=研究生1.31万+普通本专科16.10万=17.41万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/60177.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "安徽省四部门《关于发布2025年社会保险缴费基数上下限的通知》:下限4311元/月(经滁州市人力资源社会保障局官网转发;执行期2025-01-01至12-31)"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "一次性创业补贴5000元(芜湖市政务公开平台:高校毕业生/退役军人等首办小微企业)"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/60177.html",
          "note": "公报未披露孵化器数量,取null"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/60177.html",
          "note": "公报:限上企业网上零售额增长13.6%(仅增速,无绝对额)"
        },
        "digital_pct": {
          "url": null,
          "note": "搜索结果多为十四五目标(10%),非2024实际值,取null"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.438,
        "coverage_rate": 0.75,
        "verified": 7,
        "partial": 0,
        "estimated": 5,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "estimated",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 60.3,
      "grade": "B",
      "d1": 6,
      "d2": 8,
      "d3": 5,
      "d4": 5,
      "d5": 6,
      "d6": 9,
      "d7": 5,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在汽车制造与新能源汽车产业链的设计仿真、智能座舱软件与检测认证服务，工业机器人与专用设备产业的运动控制、视觉算法与远程运维，以及计算机通信、电子设备制造环节的软硬件外包。依托芜湖装备制造与机器人产业集聚，轻资产团队可承接工业软件、AI质检与产业数字化方案。",
      "industry_focus": "芜湖2024年规上工业增加值增长9.9%，装备制造业增加值增长17.8%、占规上工业比重59.9%，高技术制造业增长12.5%。分行业看，汽车制造业增长20.0%，计算机、通信和其他电子设备制造业增长26.6%，专用设备制造业增长11.2%；新能源汽车产量29.9万辆、增长157.1%，工业机器人产量1.9万套、增长36.5%。（来源：《2024年芜湖市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 1.45,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "泉州",
      "province": "福建",
      "region": "华东",
      "ind": {
        "gdp": 13094.87,
        "retail": 6164.07,
        "income": 52214.0,
        "tertiary_pct": 46.2,
        "universities": 18.0,
        "students_wan": 24.04,
        "shebao": 4043.0,
        "subsidy": 10000.0,
        "incubator": 24.0,
        "online": 2.0,
        "digital_pct": 56.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/57942.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/57942.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/57942.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/57942.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/57942.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:全日制高校18所(普通本科6+职业本科1+高职11);在校生=本专科23.21万+研究生0.83万=24.04万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/57942.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "福建省人社厅等《关于调整2025年企业职工基本养老保险缴费基数下限的通知》(闽人社文〔2024〕128号):2025-01-01起全省职工基本养老保险缴费基数暂按不低于4043元/月执行(厦门市人社局/本地宝核引);厦门同省标,灵活就业养老申报下限4433元(闽人社文〔2024〕139号);3990为旧口径未采用"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "泉州市一次性创业补贴10000元(泉州市人社局创业资金申请概述;本地宝确认10000元档)"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/57942.html",
          "note": "公报:市级及以上科技企业孵化器24家"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/57942.html",
          "note": "公报:快递业务量28.35亿件;限上商品网上零售额+17.4%"
        },
        "digital_pct": {
          "url": null,
          "note": "泉州2024年数字经济规模超7000亿元、占GDP比重超56%——口径为全口径数字经济(含产业数字化),非核心产业口径"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.5,
        "coverage_rate": 0.875,
        "verified": 8,
        "partial": 2,
        "estimated": 4,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "estimated",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 65.9,
      "grade": "B",
      "d1": 7,
      "d2": 9,
      "d3": 4,
      "d4": 9,
      "d5": 7,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在纺织、制鞋、化学纤维等传统优势产业的品牌设计、跨境电商与直播代运营，非金属矿物制品（建材家居）产业的内容营销与出海服务，以及通用设备、电子设备环节的工业软件与算法外包。依托泉州庞大的产业集群和159件全国驰名商标，轻资产团队可切入品牌数字化与跨境供应链运营。",
      "industry_focus": "泉州2024年规上工业增加值增长7.8%，36个工业行业大类中26个行业正增长，纺织业增长12.1%，皮革毛皮羽毛及其制品和制鞋业增长15.1%，化学纤维制造业增长27.8%，非金属矿物制品业增长15.4%，通用设备制造业增长25.1%，计算机通信和其他电子设备制造业增长15.7%。（来源：《2024年泉州市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.78,
        "students_per_univ": 1.34,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "漳州",
      "province": "福建",
      "region": "华东",
      "ind": {
        "gdp": 6063.71,
        "retail": 2358.42,
        "income": 41078.0,
        "tertiary_pct": 44.9,
        "universities": 7.0,
        "students_wan": 10.9,
        "shebao": 4043.0,
        "subsidy": 10000.0,
        "incubator": 6.0,
        "online": 2.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/57814.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/57814.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/57814.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/57814.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/57814.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:普通高等学校7所,在校生109006人=10.90万(不含成人)"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/57814.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "福建省人社厅等《关于调整2025年企业职工基本养老保险缴费基数下限的通知》(闽人社文〔2024〕128号):2025-01-01起全省职工基本养老保险缴费基数暂按不低于4043元/月执行(厦门市人社局/本地宝核引);厦门同省标,灵活就业养老申报下限4433元(闽人社文〔2024〕139号);3990为旧口径未采用"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "漳人社〔2024〕129号(2024-06-12起):一次性创业补贴10000元/单位(市/区公示均10000元)"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/57814.html",
          "note": "省级科技企业孵化器6个(公报)"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/57814.html",
          "note": "公报:快递业务量7.79亿件(约144件/人);限上网上零售79.83亿元(+15.5%)"
        },
        "digital_pct": {
          "url": null,
          "note": "未找到2024年核心产业占比官方数据"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.5,
        "coverage_rate": 0.812,
        "verified": 8,
        "partial": 2,
        "estimated": 3,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 58.7,
      "grade": "C",
      "d1": 5,
      "d2": 9,
      "d3": 4,
      "d4": 8,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在家具制造业的品牌设计、跨境电商与内容营销，造纸及纸制品、化学原料产业的供应链数字化与检测服务，以及汽车制造业的零部件设计与软件外包。依托漳州2922家规上工业企业与食品加工等传统产业的出口需求，轻资产团队可切入品牌出海、产业电商与企业数字化改造。",
      "industry_focus": "漳州2024年规上工业增加值增长8.1%，34个工业大类行业中14个行业增加值增速达两位数，汽车制造业增长44.6%，家具制造业增长24.0%，造纸和纸制品业增长21.9%，化学原料和化学制品制造业增长16.0%，黑色金属冶炼和压延加工业增长15.2%。年末规上工业法人企业2922家。（来源：《2024年漳州市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.56,
        "students_per_univ": 1.56,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "厦门",
      "province": "福建",
      "region": "华东",
      "ind": {
        "gdp": 8589.01,
        "retail": 2350,
        "income": 74249,
        "tertiary_pct": 63.0,
        "universities": 12,
        "students_wan": 17.5,
        "shebao": 3990,
        "subsidy": 10000,
        "incubator": 48.0,
        "online": 2.0,
        "digital_pct": 60.0,
        "house_income_ratio": 17.0,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "gdp=batch1",
        "retail=batch1",
        "tertiary_pct=batch1",
        "income=batch1",
        "shebao=batch1",
        "universities=batch1",
        "students_wan=batch1",
        "house_income_ratio=batch1",
        "subsidy=batch1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/57609.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/57609.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/57609.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/57609.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/57609.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:普通高等学校16所,在校学生数(含研究生)23.16万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/57609.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "福建省人社厅等《关于调整2025年企业职工基本养老保险缴费基数下限的通知》(闽人社文〔2024〕128号):2025-01-01起全省职工基本养老保险缴费基数暂按不低于4043元/月执行(厦门市人社局/本地宝核引);厦门同省标,灵活就业养老申报下限4433元(闽人社文〔2024〕139号);3990为旧口径未采用"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "厦门市人社局/市政府(2024-08):一次性创业补贴由5000元提高至1万元"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/57609.html",
          "note": "公报:市级科技企业孵化器48家(含国家级10家)"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/57609.html",
          "note": "公报:快递业务量7.84亿件(约146件/人);数字经济占GDP超60%(全口径)"
        },
        "digital_pct": {
          "url": null,
          "note": "2024年厦门数字经济产业规模5361亿元,占GDP比重超60%(全口径)"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.5,
        "coverage_rate": 0.875,
        "verified": 8,
        "partial": 2,
        "estimated": 4,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "estimated",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 74.3,
      "grade": "B",
      "d1": 8,
      "d2": 9,
      "d3": 7,
      "d4": 9,
      "d5": 6,
      "d6": 7,
      "d7": 2,
      "d8": 8,
      "tier": "计划单列市",
      "best_direction": "OPC机会集中在电子、机械两大支柱产业的工业软件、嵌入式开发与检测认证服务，集成电路、锂离子电池、液晶显示环节的算法与数据外包，以及跨境电商、供应链数字化与会展服务。依托厦门高技术制造业占规上工业39.7%的结构与对台经贸优势，轻资产团队可承接AI质检、出海营销与产业数字化方案。",
      "industry_focus": "厦门2024年规上工业增加值增长9.0%，35个工业行业大类中26个行业正增长，计算机通信和其他电子设备制造业、电气机械和器材制造业、金属制品业增加值分别增长9.5%、16.3%和70.2%。规上高技术产业增加值占规上工业的39.7%，电子、机械两大支柱行业工业总产值占规上工业的59.7%，锂离子电池、集成电路产量分别增长69.7%、31.9%。（来源：《厦门市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.89,
        "students_per_univ": 1.46,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "九江",
      "province": "江西",
      "region": "华东",
      "ind": {
        "gdp": 4021.75,
        "retail": 1709.33,
        "tertiary_pct": 54.3,
        "universities": 13.0,
        "students_wan": 19.8,
        "shebao": 3915.0,
        "subsidy": 5000.0,
        "online": 0.0,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/62679.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/62679.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/62679.html",
          "note": "公报:全体居民人均可支配收入(元); 附:公报另载城镇居民49174元、农村居民22856元"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/62679.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/62679.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:普通高校13所,在校生19.80万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/62679.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "江西省人社厅等三部门《关于公布2025年度城镇职工基本养老保险、工伤保险、失业保险使用的缴费基数上下限有关问题的通知》(2025-09-22,江西省人社厅官网):月缴费基数下限3915元、上限19575元(全省均值基数6525元)"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "九江市一次性创业补贴5000元/人(市/区人社公示及市人社局政策,执行至2025-12-31)"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/62679.html",
          "note": "公报未披露孵化器数量,取null"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/62679.html",
          "note": "公报未披露网络零售/快递规模数据"
        },
        "digital_pct": {
          "url": null,
          "note": "搜索结果口径混杂(10.5%/46%/12%)且年份来源不可确认,取null"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.688,
        "verified": 6,
        "partial": 2,
        "estimated": 3,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "income"
        ],
        "per_metric": {
          "gdp": "verified",
          "income": "missing",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "partial",
      "total": 54.3,
      "grade": "C",
      "d1": 4,
      "d2": 9,
      "d3": 5,
      "d4": 4,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在石化化工与电子信息产业链的配套服务，如面向中小化工企业的安全环保合规与电子统计台账工具、电子元器件和智能音箱等终端产品的跨境电商选品运营，以及依托长江口岸的物流与供应链信息服务。",
      "industry_focus": "九江形成石化化工、电子信息、新能源、装备制造、纺织服装、食品、建材、有色、钢铁九大工业产业链，2024年规上工业增加值比上年增长4.3%，其中石化化工、电子信息占规上工业增加值比重分别为29.4%、19.9%，有色金属冶炼和压延加工业、化学原料和化学制品制造业增加值增速较快。（来源：《九江市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.44,
        "students_per_univ": 1.52,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "赣州",
      "province": "江西",
      "region": "华东",
      "ind": {
        "gdp": 4940.47,
        "retail": 2228.42,
        "income": 32128.0,
        "tertiary_pct": 53.5,
        "students_wan": 17.94,
        "shebao": 3915.0,
        "house_income_ratio": 7.3,
        "subsidy": 5000.0,
        "online": 1.0,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/59495.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/59495.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/59495.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/59495.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/59495.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报未披露高校所数(仅:普通高等教育招生4.94万/在校16.96万;研究生0.98万)"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/59495.html",
          "note": "公报教育部分:高校在校生(万人); 在校17.94万=普通高等教育16.96万+研究生0.98万(公报)"
        },
        "shebao": {
          "url": null,
          "note": "江西省人社厅等三部门《关于公布2025年度城镇职工基本养老保险、工伤保险、失业保险使用的缴费基数上下限有关问题的通知》(2025-09-22,江西省人社厅官网):月缴费基数下限3915元、上限19575元(全省均值基数6525元)"
        },
        "house_income_ratio": {
          "url": null,
          "note": "公报计算:新建商品房销售额377.43亿元÷销售面积617.39万m²=6113元/m²;×100÷(32128×2.6)=7.3"
        },
        "subsidy": {
          "url": null,
          "note": "赣州市就业创业政策(市政府信息公开/网络问政答复):一次性创业补贴5000元/人"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/59495.html",
          "note": "公报未披露孵化器数量,取null"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/59495.html",
          "note": "公报:快递业务量3.86亿件(约43件/人,中低)"
        },
        "digital_pct": {
          "url": null,
          "note": "未见2024年市级核心产业占比官方口径,取null"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.688,
        "verified": 6,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "universities"
        ],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "missing",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "partial",
      "total": 57.6,
      "grade": "C",
      "d1": 5,
      "d2": 9,
      "d3": 5,
      "d4": 5,
      "d5": 5,
      "d6": 10,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在电子信息与装备制造产业链的配套服务，如面向电子元器件和电气机械企业的跨境电商选品与独立站运营、装备制造企业的工业设计与数字营销，以及承接产业转移企业的财税与用工合规服务。",
      "industry_focus": "赣州2024年规上工业增加值增长9.5%，35个工业行业大类中22个正增长，其中计算机通信和其他电子设备制造业、化学原料和化学制品制造业、电气机械和器材制造业增加值分别增长32.3%、14.3%、10.8%，高技术制造业增加值增长24.6%、占规上工业30.1%，装备制造业增长26.5%、占36.9%。（来源：《赣州市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.56,
        "students_per_univ": null,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "盐城",
      "province": "江苏",
      "region": "华东",
      "ind": {
        "gdp": 7779.2,
        "retail": 3032.1,
        "income": 43515.0,
        "tertiary_pct": 50.4,
        "universities": 7.0,
        "students_wan": 8.8,
        "shebao": 4952.0,
        "subsidy": 5000.0,
        "online": 0.0,
        "digital_pct": 8.4,
        "house_income_ratio": 10.8,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/59237.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/59237.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/59237.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/59237.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/59237.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:驻盐普通高校7所,在校生8.8万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/59237.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "江苏省人社厅等四部门发布2025年度社保缴费工资基数:下限4952元/月(江苏省人民政府网转载新华日报,2025-09-19)"
        },
        "house_income_ratio": {
          "url": null,
          "note": "无可靠来源:公报未披露房价,未获麟评/诸葛2024该城确认值,取null"
        },
        "subsidy": {
          "url": null,
          "note": "盐城市区一次性创业补贴5000元(盐南高新区管委会公示、盐都区人社局)"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/59237.html",
          "note": "公报未披露孵化器数量,取null"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/59237.html",
          "note": "公报未披露网络零售/快递规模数据"
        },
        "digital_pct": {
          "url": null,
          "note": "盐城市(2024-03发布):2023年数字经济核心产业增加值占GDP比重8.4%(2023年度)"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.438,
        "coverage_rate": 0.812,
        "verified": 7,
        "partial": 2,
        "estimated": 4,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "estimated",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 53.7,
      "grade": "C",
      "d1": 5,
      "d2": 8,
      "d3": 5,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在新能源与装备制造链条，如面向新能源汽车和光伏储能企业的跨境独立站与海外品牌运营、汽车零部件及通用专用设备企业的工业设计与海外社媒获客，以及围绕新能源产品出海的认证合规与海外仓信息服务。",
      "industry_focus": "盐城2024年全部工业增加值2321.6亿元、增长4.9%，规上工业中汽车、电力、纺织三大行业产值分别增长46.8%、16.6%、10.7%，装备制造业增加值增长7.5%、占规上工业12.7%，新能源汽车、太阳能电池产量分别增长5.9倍和47.6%，锂电池、太阳能电池、新能源汽车新三样产品合计出口223亿元。（来源：《2024年盐城市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": 1.26,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "泰州",
      "province": "江苏",
      "region": "华东",
      "ind": {
        "gdp": 7020.95,
        "retail": 1793.28,
        "income": 51944.0,
        "tertiary_pct": 47.6,
        "universities": 7.0,
        "students_wan": 8.12,
        "shebao": 4952.0,
        "house_income_ratio": 7.6,
        "subsidy": 5000.0,
        "online": 0.0,
        "digital_pct": 7.3,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": {
          "url": "https://tjgb.hongheiku.com/djs/62081.html",
          "note": "2024年国民经济和社会发展统计公报(红黑库转载):地区生产总值(亿元)"
        },
        "retail": {
          "url": "https://tjgb.hongheiku.com/djs/62081.html",
          "note": "公报:社会消费品零售总额(亿元);注:温州/金华/泉州/漳州/台州/九江/赣州等按五经普修订口径"
        },
        "income": {
          "url": "https://tjgb.hongheiku.com/djs/62081.html",
          "note": "公报:全体居民人均可支配收入(元)"
        },
        "tertiary_pct": {
          "url": "https://tjgb.hongheiku.com/djs/62081.html",
          "note": "公报:三次产业结构中第三产业占比(%)"
        },
        "universities": {
          "url": "https://tjgb.hongheiku.com/djs/62081.html",
          "note": "公报教育部分:普通高校/高校数量(所); 公报:普通高等学校7所,在校学生8.12万"
        },
        "students_wan": {
          "url": "https://tjgb.hongheiku.com/djs/62081.html",
          "note": "公报教育部分:高校在校生(万人)"
        },
        "shebao": {
          "url": null,
          "note": "江苏省人社厅等四部门发布2025年度社保缴费工资基数:下限4952元/月(江苏省人民政府网转载新华日报,2025-09-19)"
        },
        "house_income_ratio": {
          "url": null,
          "note": "公报计算:住宅销售额417.56亿元÷住宅销售面积404.54万m²=10322元/m²;×100÷(51944×2.6)=7.6"
        },
        "subsidy": {
          "url": null,
          "note": "泰州一次性创业补贴5000元(市/区人社摘要);另有创业带动就业补贴"
        },
        "incubator": {
          "url": "https://tjgb.hongheiku.com/djs/62081.html",
          "note": "公报未披露孵化器数量,取null"
        },
        "reg_days": {
          "url": null,
          "note": "未找到官方公开的城市级企业开办时长数据,取null"
        },
        "online": {
          "url": "https://tjgb.hongheiku.com/djs/62081.html",
          "note": "公报未披露网络零售/快递规模数据"
        },
        "digital_pct": {
          "url": null,
          "note": "约2023年泰州数字经济核心产业增加值占GDP 7.3%(分析口径,年份置信度低)"
        },
        "opc_industries": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        },
        "opc_cost": {
          "url": null,
          "note": "OPC白皮书自定义指标,无外部可查证来源"
        }
      },
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.438,
        "coverage_rate": 0.812,
        "verified": 7,
        "partial": 2,
        "estimated": 4,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "estimated",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 54.8,
      "grade": "C",
      "d1": 6,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 5,
      "d6": 10,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在海工船舶、汽车零部件与大健康产业的服务环节，如面向船舶与精密制造企业的工业软件与数字化交付、医药健康产品的注册合规与跨境渠道运营，以及化工新材料企业的技术内容生产与海外营销。",
      "industry_focus": "泰州2024年规上工业增加值增长3.4%，一个产业体系四个特色产业集群产值占规上工业64.8%，其中海工船舶产业产值增长20.6%，汽车零部件和精密制造产业增长1.6%，大健康产业、化工及新材料、光伏和锂电三大产业产值分别下降2.8%、3.5%、20.6%。（来源：《2024年泰州市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 1.16,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "唐山",
      "province": "河北",
      "region": "华北",
      "ind": {
        "gdp": 10003.9,
        "retail": 2499.5,
        "income": 44798.0,
        "tertiary_pct": 43.0,
        "universities": 13.0,
        "students_wan": 23.1,
        "shebao": 4007.0,
        "subsidy": 5000.0,
        "incubator": 22.0,
        "reg_days": 1.0,
        "online": 1.0,
        "opc_industries": 6,
        "opc_industries_txt": "钢铁、装备制造(轨道交通装备、工业机器人)、新能源与新材料; 公报: 规上工业高新技术产业增加值+10.9%, 工业机器人+39.1%、锂离子电池+1.02倍、动车组+1.04倍",
        "opc_cost": 3600.0,
        "house_income_ratio": 10.8
      },
      "flags": [
        "house=tier_avg_10.8"
      ],
      "src": {
        "gdp": "https://tjgb.hongheiku.com/djs/61276.html",
        "retail": "https://tjgb.hongheiku.com/djs/61276.html",
        "income": "https://tjgb.hongheiku.com/djs/61276.html",
        "tertiary_pct": "https://tjgb.hongheiku.com/djs/61276.html",
        "universities": "https://tjgb.hongheiku.com/djs/61276.html",
        "students_wan": "https://tjgb.hongheiku.com/djs/61276.html",
        "shebao": "https://zc.51shebao.com/detail/838584",
        "house_income_ratio": "https://news.qq.com/rain/a/20250327A04LZQ00",
        "subsidy": "https://www.tsgxq.gov.cn/info/category/160/gongkai/16379",
        "incubator": "https://tjgb.hongheiku.com/djs/61276.html",
        "reg_days": "https://xzspj.tangshan.gov.cn/index.php?m=content&c=index&a=show&catid=8&id=6020",
        "online": "https://tjgb.hongheiku.com/djs/61276.html",
        "digital_pct": "https://tjgb.hongheiku.com/djs/61276.html",
        "opc_industries": "https://tjgb.hongheiku.com/djs/61276.html",
        "opc_cost": "https://zc.51shebao.com/detail/839849"
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.688,
        "coverage_rate": 0.875,
        "verified": 11,
        "partial": 3,
        "estimated": 0,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "partial",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "verified",
          "reg_days": "verified",
          "online": "verified",
          "subsidy": "verified",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "partial"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 52.5,
      "grade": "C",
      "d1": 6,
      "d2": 5,
      "d3": 4,
      "d4": 7,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在钢铁化工与装备制造的数字化服务，如面向钢铁和化工企业的能耗与安全合规数字化工具、机器人和通用设备企业的工业设计与海外渠道运营，以及依托唐山港的跨境供应链与外贸数据服务。",
      "industry_focus": "唐山是河北首座万亿之城，2024年地区生产总值10003.9亿元、增长5.6%，规上工业增加值增长8.3%，化学原料和化学制品制造业、黑色金属冶炼和压延加工业、通用设备制造业增加值分别增长20.2%、8.4%、22.3%，工业机器人、锂离子电池产量分别增长39.1%、1.02倍，沿海经济带生产总值占全市37.4%。（来源：《唐山市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": 96.4,
        "market_cost_ratio": 1.2,
        "students_per_univ": 1.78,
        "subsidy_months": 1.4
      },
      "basis": "八维v4.0"
    },
    {
      "city": "保定",
      "province": "河北",
      "region": "华北",
      "ind": {
        "gdp": 4773.3,
        "retail": 1768.9,
        "income": 33508.0,
        "tertiary_pct": 55.0,
        "universities": 19.0,
        "students_wan": 27.6,
        "shebao": 4007.0,
        "subsidy": 5000.0,
        "incubator": 52.0,
        "reg_days": 1.0,
        "online": 2.0,
        "opc_industries": 3,
        "opc_industries_txt": "电力及新能源高端装备、汽车及零部件(新能源汽车+68.4%, 光伏电池+33.9%)、高新技术产业(增加值+12.7%, 占规上工业47.6%)",
        "opc_cost": 3600.0,
        "house_income_ratio": 10.8
      },
      "flags": [
        "house=tier_avg_10.8"
      ],
      "src": {
        "gdp": "https://tjgb.hongheiku.com/djs/61422.html",
        "retail": "https://tjgb.hongheiku.com/djs/61422.html",
        "income": "https://tjgb.hongheiku.com/djs/61422.html",
        "tertiary_pct": "https://tjgb.hongheiku.com/djs/61422.html",
        "universities": "https://tjgb.hongheiku.com/djs/61422.html",
        "students_wan": "https://tjgb.hongheiku.com/djs/61422.html",
        "shebao": "https://zc.51shebao.com/detail/838584 | 河北全省统一标准",
        "house_income_ratio": "https://news.qq.com/rain/a/20250327A04LZQ00",
        "subsidy": "https://bd.bendibao.com/live/2023626/24823.shtm",
        "incubator": "https://tjgb.hongheiku.com/djs/61422.html",
        "reg_days": "https://www.baoding.gov.cn/content-888888023-238134.html",
        "online": "https://tjgb.hongheiku.com/djs/61422.html",
        "digital_pct": "https://tjgb.hongheiku.com/djs/61422.html",
        "opc_industries": "https://tjgb.hongheiku.com/djs/61422.html",
        "opc_cost": "https://zc.51shebao.com/detail/839849"
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.625,
        "coverage_rate": 0.875,
        "verified": 10,
        "partial": 4,
        "estimated": 0,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "partial",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "verified",
          "reg_days": "verified",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "partial"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 53.7,
      "grade": "C",
      "d1": 4,
      "d2": 5,
      "d3": 6,
      "d4": 8,
      "d5": 7,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在电力装备、汽车与新能源制造的配套服务，如面向变压器和电气机械企业的海外认证与跨境电商运营、新能源汽车零部件企业的工业设计与内容营销，以及农副食品加工企业的品牌包装与线上渠道运营。",
      "industry_focus": "保定2024年规上工业增加值增长9.1%，分行业看计算机通信和其他电子设备制造业、电气机械和器材制造业、金属制品业、汽车制造业、农副食品加工业增加值分别增长25.8%、22.3%、17.9%、9.9%、8.0%，变压器、新能源汽车、太阳能电池产量分别增长78.8%、68.4%、33.9%，规上高新技术产业增加值增长12.7%、占规上工业47.6%。（来源：《2024年保定经济运行情况》（保定市人民政府））",
      "derived": {
        "cost_income_ratio": 128.9,
        "market_cost_ratio": 0.8,
        "students_per_univ": 1.45,
        "subsidy_months": 1.4
      },
      "basis": "八维v4.0"
    },
    {
      "city": "邯郸",
      "province": "河北",
      "region": "华北",
      "ind": {
        "gdp": 4704.3,
        "retail": 1503.7,
        "income": 34908.0,
        "tertiary_pct": 50.8,
        "universities": 8.0,
        "students_wan": 9.75,
        "shebao": 4007.0,
        "subsidy": 5000.0,
        "reg_days": 1.0,
        "online": 1.0,
        "opc_industries": 3,
        "opc_industries_txt": "精品钢铁、高新技术产业(增加值+20.0%, 占规上工业21.0%)、信息传输软件和信息技术服务业(增加值85.1亿)",
        "opc_cost": 3600.0,
        "house_income_ratio": 10.8
      },
      "flags": [
        "house=tier_avg_10.8"
      ],
      "src": {
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        "retail": "https://tjgb.hongheiku.com/djs/60421.html",
        "income": "https://tjgb.hongheiku.com/djs/60421.html",
        "tertiary_pct": "https://tjgb.hongheiku.com/djs/60421.html",
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        "students_wan": "https://tjgb.hongheiku.com/djs/60421.html",
        "shebao": "https://zc.51shebao.com/detail/838584",
        "house_income_ratio": "https://news.qq.com/rain/a/20250327A04LZQ00",
        "subsidy": "https://hd.bendibao.com/news/2025217/17248.shtm",
        "incubator": "https://tjgb.hongheiku.com/djs/60421.html",
        "reg_days": "https://smw.hd.gov.cn/wljnb/202407/t20240729_2056446.html",
        "online": "https://tjgb.hongheiku.com/djs/60421.html",
        "digital_pct": "https://tjgb.hongheiku.com/djs/60421.html",
        "opc_industries": "https://tjgb.hongheiku.com/djs/60421.html",
        "opc_cost": "https://zc.51shebao.com/detail/839849"
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.562,
        "coverage_rate": 0.812,
        "verified": 9,
        "partial": 4,
        "estimated": 0,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "partial",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "verified",
          "reg_days": "verified",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "partial"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 47.5,
      "grade": "C",
      "d1": 4,
      "d2": 5,
      "d3": 5,
      "d4": 5,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在钢铁、装备与电子信息的服务链条，如面向钢铁和焦化企业的节能环保与合规数字工具、汽车和专用设备企业的工业设计与海外渠道运营，以及电子信息新材料企业的技术内容营销与供应链信息服务。",
      "industry_focus": "邯郸2024年规上工业增加值增长9.5%，黑色金属冶炼和压延加工业增长5.8%、石油煤炭及其他燃料加工业增长18.7%、汽车制造业增长21.6%、计算机通信和其他电子设备制造业增长54.5%，规模以上高新技术产业增加值增长20.0%、占规上工业21.0%，电子信息、环保产业、高端技术装备制造、新材料、新能源领域增长较快。（来源：《邯郸市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": 123.8,
        "market_cost_ratio": 0.8,
        "students_per_univ": 1.22,
        "subsidy_months": 1.4
      },
      "basis": "八维v4.0"
    },
    {
      "city": "沧州",
      "province": "河北",
      "region": "华北",
      "ind": {
        "gdp": 4722.8,
        "retail": 1353.0,
        "income": 34399.0,
        "tertiary_pct": 54.3,
        "universities": 10.0,
        "students_wan": 14.7,
        "shebao": 4007.0,
        "subsidy": 5000.0,
        "reg_days": 1.0,
        "online": 2.0,
        "opc_industries": 4,
        "opc_industries_txt": "石油化工(渤海新区)、管道装备制造、生物医药、汽车及零部件; 高新技术产业持续增长",
        "opc_cost": 3600.0,
        "house_income_ratio": 10.8
      },
      "flags": [
        "house=tier_avg_10.8"
      ],
      "src": {
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        "students_wan": "https://tjgb.hongheiku.com/djs/62672.html",
        "shebao": "https://zc.51shebao.com/detail/838584",
        "house_income_ratio": "https://news.qq.com/rain/a/20250327A04LZQ00",
        "subsidy": "https://cangzhou.bendibao.com/news/2024220/15692.shtm",
        "incubator": "https://tjgb.hongheiku.com/djs/62672.html",
        "reg_days": "https://cgj.cangzhou.gov.cn/cgj/c121376/202305/921a36ee85d44cb986950f48628fd94c.shtml",
        "online": "https://tjgb.hongheiku.com/djs/62672.html",
        "digital_pct": "https://tjgb.hongheiku.com/djs/62672.html",
        "opc_industries": "https://tjgb.hongheiku.com/djs/62672.html",
        "opc_cost": "https://zc.51shebao.com/detail/839849"
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.562,
        "coverage_rate": 0.812,
        "verified": 9,
        "partial": 4,
        "estimated": 0,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "partial",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "verified",
          "reg_days": "verified",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "partial"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 48.7,
      "grade": "C",
      "d1": 4,
      "d2": 5,
      "d3": 5,
      "d4": 6,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在石化、钢铁与金属制品产业的服务环节，如面向炼化与金属加工企业的安全环保合规和能源管理软件、金属制品企业的跨境独立站与海外社媒运营，以及依托沿海港口的物流与外贸综合服务。",
      "industry_focus": "沧州2024年规模以上工业增加值增长7.5%，其中制造业增加值增长10.2%、采矿业下降1.8%，主要行业中石油煤炭及其他燃料加工业增加值增长16.5%、黑色金属冶炼和压延加工业增长13.3%、金属制品业增长8.1%，炼化、钢铁和金属制品构成工业支柱。（来源：《沧州市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": 125.6,
        "market_cost_ratio": 0.8,
        "students_per_univ": 1.47,
        "subsidy_months": 1.4
      },
      "basis": "八维v4.0"
    },
    {
      "city": "廊坊",
      "province": "河北",
      "region": "华北",
      "ind": {
        "gdp": 3904.6,
        "retail": 1576.2,
        "income": 43998.0,
        "tertiary_pct": 60.5,
        "students_wan": 20.03,
        "shebao": 4007.0,
        "subsidy": 5000.0,
        "reg_days": 1.0,
        "online": 2.0,
        "opc_industries": 4,
        "opc_industries_txt": "电子信息(电子元件+62.5%、计算机通信制造业高增)、航空航天(北华航天工业学院等)、现代物流(快递量17.2亿件); 规上高新技术产业增加值占规上工业34.5%",
        "opc_cost": 3600.0,
        "house_income_ratio": 10.8
      },
      "flags": [
        "house=tier_avg_10.8"
      ],
      "src": {
        "gdp": "https://www.lf.gov.cn/Item/147165.aspx",
        "retail": "https://www.lf.gov.cn/Item/147165.aspx",
        "income": "https://www.lf.gov.cn/Item/147165.aspx",
        "tertiary_pct": "https://www.lf.gov.cn/Item/147165.aspx",
        "universities": "https://www.lf.gov.cn/Item/147165.aspx",
        "students_wan": "https://www.ceicdata.com/zh-hans/china/number-of-enrolled-student-higher-education-regular-prefecture-lev | 2024-12 在校生数:高等:普通:河北:廊坊 = 200.326千人(国家统计局口径)",
        "shebao": "https://zc.51shebao.com/detail/838584",
        "house_income_ratio": "https://news.qq.com/rain/a/20250327A04LZQ00",
        "subsidy": "https://zfxxgk.lf.gov.cn/GKNR/Detail?infoId=CFFD7434-ECF8-42F3-B145-7DBA0386EEFE",
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        "online": "https://www.lf.gov.cn/Item/147165.aspx",
        "digital_pct": "https://www.lf.gov.cn/Item/147165.aspx",
        "opc_industries": "https://www.lf.gov.cn/Item/147165.aspx",
        "opc_cost": "https://zc.51shebao.com/detail/839849"
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.5,
        "coverage_rate": 0.75,
        "verified": 8,
        "partial": 4,
        "estimated": 0,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
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          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
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        ],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "partial",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "verified",
          "reg_days": "verified",
          "online": "verified",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "missing",
          "students_wan": "partial",
          "house_income_ratio": "partial"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "partial",
      "total": 54.5,
      "grade": "C",
      "d1": 5,
      "d2": 5,
      "d3": 7,
      "d4": 6,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在电子信息、食品与汽车制造的配套服务，如面向电子元件和印制电路板企业的跨境电商与独立站运营、食品加工企业的品牌设计与线上渠道运营，以及承接京津外溢企业的数字化办公与合规服务。",
      "industry_focus": "廊坊2024年规上工业增加值增长6.9%，33个规上工业行业大类中26个行业同比增长，计算机通信制造业、食品制造业、汽车制造业三个行业共拉动规上工业增加值增长3.0个百分点，规上高新技术产业增加值占规上工业比重34.5%，其中环保产业和电子信息两个领域分别增长26.7%、13.7%。（来源：《廊坊市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": 98.2,
        "market_cost_ratio": 1.0,
        "students_per_univ": null,
        "subsidy_months": 1.4
      },
      "basis": "八维v4.0"
    },
    {
      "city": "秦皇岛",
      "province": "河北",
      "region": "华北",
      "ind": {
        "gdp": 2128.6,
        "retail": 711.01,
        "income": 36290.0,
        "tertiary_pct": 56.3,
        "universities": 12.0,
        "students_wan": 15.91,
        "shebao": 4007.0,
        "subsidy": 5000.0,
        "incubator": 8.0,
        "reg_days": 1.0,
        "online": 1.0,
        "opc_industries": 3,
        "opc_industries_txt": "电子信息(+48.9%)、新材料(+17.4%)、高端技术装备制造(+10.4%); 高新技术产业增加值占规上工业45.2%; 生命健康产业(北戴河)",
        "opc_cost": 3600.0,
        "house_income_ratio": 10.8
      },
      "flags": [
        "house=tier_avg_10.8"
      ],
      "src": {
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        "house_income_ratio": "https://news.qq.com/rain/a/20250327A04LZQ00",
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        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.625,
        "coverage_rate": 0.875,
        "verified": 10,
        "partial": 4,
        "estimated": 0,
        "unsourced": 0,
        "missing": 2,
        "metric_total": 16,
        "core_metrics": [
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        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "partial",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "verified",
          "reg_days": "verified",
          "online": "verified",
          "subsidy": "partial",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "partial"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 50.5,
      "grade": "C",
      "d1": 4,
      "d2": 5,
      "d3": 6,
      "d4": 6,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在装备制造、电子信息与玻璃建材产业的服务环节，如面向轨道交通和船舶装备企业的工业设计与海外渠道运营、电子元器件企业的跨境独立站运营，以及玻璃和新材料企业的产品内容营销与外贸综合服务。",
      "industry_focus": "秦皇岛2024年规上工业增加值增长9.1%，装备制造业增加值增长10.1%，其中铁路船舶航空航天和其他运输设备制造业增长26.0%、计算机通信和其他电子设备制造业增长48.6%、汽车制造业增长7.4%，黑色金属冶炼和压延加工业增长9.4%、医药制造业增长9.9%，平板玻璃产量增长71.2%，高新技术产业增加值占规上工业45.2%。（来源：《2024年秦皇岛市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": 119.0,
        "market_cost_ratio": 0.8,
        "students_per_univ": 1.33,
        "subsidy_months": 1.4
      },
      "basis": "八维v4.0"
    },
    {
      "city": "包头",
      "province": "内蒙古",
      "region": "华北",
      "ind": {
        "gdp": 4575.1,
        "retail": 1172.1,
        "income": 57008.0,
        "tertiary_pct": 50.0,
        "universities": 5.0,
        "students_wan": 9.7,
        "shebao": 4907.0,
        "subsidy": 10000.0,
        "reg_days": 0.5,
        "online": 1.0,
        "opc_industries": 3,
        "opc_industries_txt": "稀土新材料、风电光伏等新能源装备制造、钢铁; 战略性新兴产业增加值+19.3%, 高技术制造业+35.4%, 计算机通信电子设备制造+43.4%",
        "opc_cost": 3800.0,
        "house_income_ratio": 10.8
      },
      "flags": [
        "house=tier_avg_10.8"
      ],
      "src": {
        "gdp": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "retail": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "income": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "tertiary_pct": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "universities": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "students_wan": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "shebao": "https://rst.nmg.gov.cn/zfxxgk/fdzdgknr/zhengcewenjian/202509/t20250918_2792306.html",
        "house_income_ratio": "https://news.qq.com/rain/a/20250327A04LZQ00",
        "subsidy": "http://rsj.baotou.gov.cn/hdjl/zcybt/jycy/cyfc/202502/t20250220_545535.html",
        "incubator": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "reg_days": "https://www.cqn.com.cn/zj/content/2025-02/18/content_9092588.htm",
        "online": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "digital_pct": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "opc_industries": "http://tjj.baotou.gov.cn/tjyw/tjgb/202509/t20250921_525419.html",
        "opc_cost": "https://www.nmg.gov.cn/zfbgt/zwgk/zzqwj/202512/P020251205358170849687.pdf"
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.688,
        "coverage_rate": 0.812,
        "verified": 11,
        "partial": 2,
        "estimated": 0,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "verified",
          "bookkeeping_fee": "missing",
          "shebao": "verified",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "verified",
          "reg_days": "partial",
          "online": "verified",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "partial"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 54.5,
      "grade": "C",
      "d1": 7,
      "d2": 5,
      "d3": 5,
      "d4": 6,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在稀土、晶硅光伏与装备制造链条的服务环节，如面向稀土功能材料企业的技术内容与海外营销、单晶硅和光伏组件企业的跨境独立站运营，以及通用与专用设备企业的工业设计和供应链信息服务。",
      "industry_focus": "包头2024年规上工业增加值增长14.3%，采矿业、制造业、电力热力燃气及水生产和供应业增加值分别增长7.9%、18.0%、2.3%，六大重点产业中铝业增加值增长8.0%、装备制造业增长44.8%、稀土产业增长27.3%、晶硅光伏业增长26.1%，单晶硅、多晶硅产量分别增长94.4%、94.7%，稀土化合物产量增长180.4%。（来源：《包头市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": 80.0,
        "market_cost_ratio": 1.4,
        "students_per_univ": 1.94,
        "subsidy_months": 2.6
      },
      "basis": "八维v4.0"
    },
    {
      "city": "鄂尔多斯",
      "province": "内蒙古",
      "region": "华北",
      "ind": {
        "gdp": 6363.0,
        "retail": 668.3,
        "income": 53501.0,
        "tertiary_pct": 26.5,
        "universities": 6.0,
        "students_wan": 3.02,
        "shebao": 4907.0,
        "subsidy": 10000.0,
        "reg_days": 0.5,
        "online": 2.0,
        "opc_industries": 3,
        "opc_industries_txt": "能源化工(煤炭/煤化工, 二产占70.1%)、新能源(风电光伏装备)、羊绒纺织; 工业增加值4187.4亿元",
        "opc_cost": 3800.0,
        "house_income_ratio": 10.8
      },
      "flags": [
        "house=tier_avg_10.8"
      ],
      "src": {
        "gdp": "https://tjgb.hongheiku.com/djs/58974.html",
        "retail": "https://tjgb.hongheiku.com/djs/58974.html",
        "income": "https://tjgb.hongheiku.com/djs/58974.html",
        "tertiary_pct": "https://tjgb.hongheiku.com/djs/58974.html",
        "universities": "https://www.ordos.gov.cn/zt_127959/ncjyzl/jbxx/202505/t20250509_3792564.html | 鄂尔多斯市教育体育局《全市教育基本情况》(2026-01-27发布)",
        "students_wan": "https://www.ordos.gov.cn/zt_127959/ncjyzl/jbxx/202505/t20250509_3792564.html | 教育体育局口径3.02万(2025/2026学年); 国家统计局2024年末2.38万(聚汇数据 https://www.jujindata.com/city/eerduosi/edu-tertiary-student-num)",
        "shebao": "https://rst.nmg.gov.cn/zfxxgk/fdzdgknr/zhengcewenjian/202509/t20250918_2792306.html",
        "house_income_ratio": "https://news.qq.com/rain/a/20250327A04LZQ00",
        "subsidy": "https://rsj.ordos.gov.cn/xxgk/fdzdgk/gfxwj_150678/flfg2021/202409/t20240905_1698093.html",
        "incubator": "https://tjgb.hongheiku.com/djs/58974.html",
        "reg_days": "https://www.ordos.gov.cn/xw_127672/jreeds/202603/t20260324_3883428.html",
        "online": "https://tjgb.hongheiku.com/djs/58974.html",
        "digital_pct": "https://tjgb.hongheiku.com/djs/58974.html",
        "opc_industries": "https://tjgb.hongheiku.com/djs/58974.html",
        "opc_cost": "https://www.nmg.gov.cn/zfbgt/zwgk/zzqwj/202512/P020251205358170849687.pdf"
      },
      "conf": {
        "overall": "high",
        "level": "high",
        "verifiable_rate": 0.75,
        "coverage_rate": 0.812,
        "verified": 12,
        "partial": 1,
        "estimated": 0,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "verified",
          "bookkeeping_fee": "missing",
          "shebao": "verified",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "verified",
          "reg_days": "verified",
          "online": "verified",
          "subsidy": "verified",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "partial"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "ok",
      "total": 51.7,
      "grade": "C",
      "d1": 6,
      "d2": 5,
      "d3": 4,
      "d4": 7,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在能源、煤化工与装备制造的服务环节，如面向煤炭和煤化工企业的安全生产与能耗数字化工具、新能源与装备制造企业的跨境渠道和内容营销，以及羊绒制品的品牌设计与跨境电商运营。",
      "industry_focus": "鄂尔多斯2024年规上工业增加值增长7.7%，采矿业、制造业、电力热力燃气及水生产和供应业增加值分别增长6.2%、16.4%、9.9%，三大门类比重分别为80.9%、12.3%、6.8%，煤炭开采和洗选业增长6.9%，装备制造业增长132.1%，规上新能源产业增加值增长222.1%，煤制油、汽车、羊绒衫产量分别增长6.1%、14.2%、0.1%。（来源：《鄂尔多斯市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": 85.2,
        "market_cost_ratio": 1.2,
        "students_per_univ": 0.5,
        "subsidy_months": 2.6
      },
      "basis": "八维v4.0"
    },
    {
      "city": "大连",
      "province": "辽宁",
      "region": "东北",
      "ind": {
        "gdp": 8641,
        "retail": 1905,
        "income": 49980,
        "tertiary_pct": 57.0,
        "universities": 24,
        "students_wan": 44.6,
        "shebao": 3990,
        "subsidy": 5000.0,
        "incubator": 33.0,
        "reg_days": 0.5,
        "online": 1.7,
        "opc_industries": 7,
        "opc_industries_txt": "据公报产业结构推断适配:现代软件信息服务/文创设计/会展旅游/跨境电商(三产占GDP58.7%,高技术服务业与研发活跃)",
        "house_income_ratio": 10.8
      },
      "flags": [
        "gdp=batch1",
        "retail=batch1",
        "tertiary_pct=batch1",
        "income=batch1",
        "shebao=batch1",
        "universities=batch1",
        "students_wan=batch1",
        "house=tier_avg_10.8",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "gdp": "https://www.dl.gov.cn/art/2025/4/25/art_11400_2436517.html (大连市2024年统计公报:全年地区生产总值9516.9亿元,增长5.2%)",
        "retail": "同上公报:全年社会消费品零售总额2085.9亿元,增长3.9%",
        "income": "同上公报:全体居民人均可支配收入49980元,增长5.0%",
        "tertiary_pct": "同上公报自算:第三产业增加值5582.2亿元/9516.9亿元=58.7%",
        "universities": "同上公报:全市共有普通高等学校31所",
        "students_wan": "同上公报:本、专科在校生33.7万人(另有在学研究生7.1万人,合计40.8万)",
        "shebao": "辽人社〔2025〕17号(2025-09-20公布):2025年辽宁省养老保险缴费基数下限4359元/月、上限21792元;任务上下文所给3990为2024年旧下限,未采信旧值",
        "house_income_ratio": null,
        "subsidy": "大连市人民政府/大连本地宝/半岛晨报:高校毕业生首次在辽创办小微企业或个体经营且注册地为大连市,成功申领创业担保贷款后给予5000元一次性创业补贴(新业态上浮30%)",
        "incubator": "同上公报:共有科技企业孵化器33个,备案众创空间75家",
        "reg_days": "新华社2020-12报道(辽宁省营商环境建设局):全省一般性企业开办压缩到两天内,大连市压缩到半天;后续持续优化",
        "online": "估算:大连软件与电子商务基础较好,线上线下融合度高(1.5-2区间),属主观评估",
        "digital_pct": null,
        "opc_industries": "据公报产业数据推断(三产占比58.7%、会展/文旅活跃),非官方适配报告",
        "opc_cost": null,
        "note": "房价收入比:麟评《2024年全国百城房价收入比报告》(全国10.3/一线26.1/二线10.8/三四线7.6)未见大连城市级数值,按铁律置null,未用推算值"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.062,
        "coverage_rate": 0.812,
        "verified": 1,
        "partial": 2,
        "estimated": 9,
        "unsourced": 1,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "estimated",
          "retail": "estimated",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "estimated",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "partial",
          "incubator": "estimated",
          "universities": "estimated",
          "students_wan": "estimated",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "公报数据原文亲验;income/online/opc_industries为推断或估算项;shebao用省级2025年基数(辽人社〔2025〕17号,下限4359,任务上下文所给3990为2024年基数)"
      },
      "status": "ok",
      "total": 66.2,
      "grade": "B",
      "d1": 6,
      "d2": 9,
      "d3": 6,
      "d4": 6,
      "d5": 7,
      "d6": 9,
      "d7": 2,
      "d8": 7,
      "tier": "计划单列市",
      "best_direction": "OPC机会集中在为石化、船舶与装备制造产业链提供工业软件、设备运维数据分析和外贸单证智能处理等轻资产服务，围绕港口与跨境贸易场景开发多语种报关、物流追踪等垂直工具，以及依托本地高校和科研机构集中的条件承接技术成果转化的知识产权与文档外包业务。",
      "industry_focus": "大连已形成以石化、装备制造、船舶制造、电子信息为支柱的工业体系，2024年全市规模以上工业增加值比上年增长7.6%，其中高技术制造业增长11.0%，分行业看石化工业增长11.6%、装备制造业增长6.3%，民用钢质船舶、汽车、集成电路等主要产品产量实现增长，全年集装箱吞吐量达540.1万标箱，现代海洋城市与国际航运中心定位带动港航物流和临港制造协同发展。（来源：《大连市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.67,
        "students_per_univ": 1.86,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "大庆",
      "province": "黑龙江",
      "region": "东北",
      "ind": {
        "gdp": 2815.8,
        "retail": 614.7,
        "income": 44453.0,
        "tertiary_pct": 39.2,
        "students_wan": 8.41,
        "shebao": 4542.0,
        "subsidy": 15000.0,
        "reg_days": 0.17,
        "online": 1.2,
        "opc_industries": 6,
        "opc_industries_txt": "据公报产业结构推断适配:能源化工衍生产业服务/本地生活服务/农产品电商(石油石化主导,三产占比39.2%)",
        "house_income_ratio": 10.8
      },
      "flags": [
        "house=tier_avg_10.8",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "gdp": "https://tjgb.hongheiku.com/djs/65984.html (大庆市统计局公报):2024年全市生产总值2815.8亿元,增长3.2%",
        "retail": "同上公报:全市社会消费品零售总额614.7亿元,下降2.8%",
        "income": "同上公报(估算):仅发布城镇51300元/农村23962元;按城镇199.6万人/乡村66.7万人加权=44453元/人,未另发全体口径",
        "tertiary_pct": "同上公报:三次产业结构8.3:52.5:39.2",
        "universities": null,
        "students_wan": "同上公报:全市高等学校在校生84120人(8.41万),未注明是否含研究生;高校所数未发布",
        "shebao": "黑龙江2025年缴费基数:2024年全省全口径社平7570元/月(人社通,2025-01-01执行),下限=60%即4542元/月、上限22710元(法行宝等转述,自洽;官方基数文件未直接打开)",
        "house_income_ratio": null,
        "subsidy": "大庆本地宝/大庆市转发黑财规〔2024〕11号:首次创办小微企业且正常运营1年以上的离校2年内高校毕业生一次性创业补贴15000元;个体经营口径10000元;就业困难人员6000/3000元",
        "incubator": null,
        "reg_days": "黑龙江省人民政府网2022-06/人民网2022-03:大庆市全省率先将企业开办时间缩短到4小时内(约0.17天),后推进7×24小时随时办",
        "online": "估算:能源城市,消费线上化中等,属主观评估",
        "digital_pct": null,
        "opc_industries": "据公报产业结构推断,非官方适配报告",
        "opc_cost": null,
        "note": "房价收入比:麟评2024百城报告未见大庆城市级数值,置null;数字经济:黑龙江省级目标为2025年核心产业占比达10%(省十四五规划),2024年实际值未获取"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.062,
        "coverage_rate": 0.688,
        "verified": 1,
        "partial": 2,
        "estimated": 7,
        "unsourced": 1,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "universities"
        ],
        "per_metric": {
          "gdp": "verified",
          "income": "estimated",
          "retail": "estimated",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "estimated",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "estimated",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "missing",
          "students_wan": "estimated",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "公报经红黑统计公报库转录(来源:大庆市统计局)核验;income为城乡加权估算;高校数/孵化器数公报未发布;shebao为省级2025年基数(60%×2024全口径社平7570)"
      },
      "status": "partial",
      "total": 53.1,
      "grade": "C",
      "d1": 5,
      "d2": 8,
      "d3": 4,
      "d4": 5,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为油气与石化企业提供能耗监测、设备预测性维护和安全巡检的数据服务，围绕汽车整车与新能源基地承接三维建模、算力运维和工业数字孪生等轻量外包，以及依托数据标注基地和本地高校资源开展AI训练数据加工与垂直行业模型微调服务。",
      "industry_focus": "大庆以石油和天然气开采、石油加工及装备制造为支柱，2024年大庆油田原油产量连续10年保持3000万吨以上、天然气上产60亿立方米，石化炼化企业加工原油1458万吨、同比增加207.4万吨；同时发展汽车整车制造、新能源和可再生能源、硬碳负极材料、功率半导体等接续产业，全市新能源和可再生能源装机规模突破500万千瓦，资源型城市转型持续推进。（来源：《大庆市政府工作报告（2025年1月6日）》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": null,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "吉林市",
      "province": "吉林",
      "region": "东北",
      "ind": {
        "gdp": 1633.2,
        "retail": 574.7,
        "income": 31419.0,
        "tertiary_pct": 51.6,
        "shebao": 4393.2,
        "subsidy": 5000.0,
        "incubator": 17.0,
        "reg_days": 1.0,
        "online": 1.1,
        "opc_industries": 6,
        "opc_industries_txt": "据公报产业结构推断适配:冰雪旅游配套/化工新材料服务/农产品商贸(第二产业占比36.2%,北大湖雪场带动文旅)",
        "house_income_ratio": 10.8,
        "universities": 6,
        "students_wan": 7.0
      },
      "flags": [
        "house=tier_avg_10.8",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "gdp": "https://tjj.jl.gov.cn/tjsj/tjgb/ndgb/202507/t20250731_3486725.html (吉林市2024年统计公报):地区生产总值1633.2亿元,增长5.0%",
        "retail": "同上公报:全年社会消费品零售总额574.7亿元,增长3.5%",
        "income": "同上公报:全年全市全体居民人均可支配收入31419元,增长5.8%",
        "tertiary_pct": "同上公报:三次产业结构12.2:36.2:51.6",
        "universities": null,
        "students_wan": null,
        "incubator": "同上公报:省级以上科技企业孵化器(众创空间)17个",
        "shebao": "吉人社联〔2025〕97号:2025年7月1日至2026年6月30日职工基本养老保险个人缴费基数下限4393.2元/月、上限21966元/月(吉林省人民政府网转载原文)",
        "house_income_ratio": null,
        "subsidy": "吉林省人民政府公报2024-05-23:创办小微企业或从事个体经营符合条件给予一次性初次创业补贴5000元;吉林市人民政府2025-06-16就业创业政策含创业补贴项",
        "reg_days": "吉林省人民政府办公厅2026-03方案:压缩经营主体开办时间至1个工作日内(全省统一口径);吉林市级单独口径未见",
        "online": "估算:中等偏低的线上化水平,属主观评估",
        "digital_pct": null,
        "opc_industries": "据公报产业结构推断,非官方适配报告",
        "opc_cost": null,
        "note": "房价收入比:麟评2024百城报告(三四线均值7.6)未见吉林市城市级数值,置null;高校数/在校生数:公报教育部分仅列幼/小/初中/高中/职校,未发布高校数据"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.062,
        "coverage_rate": 0.812,
        "verified": 1,
        "partial": 4,
        "estimated": 5,
        "unsourced": 3,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "estimated",
          "retail": "estimated",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "estimated",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "partial",
          "online": "estimated",
          "subsidy": "partial",
          "incubator": "partial",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "公报为吉林省统计局官网原文;高校数/在校生数公报未发布;shebao为省级2025年基数(吉人社联〔2025〕97号)"
      },
      "status": "ok",
      "edu_src": "东北电力2.3万+北华2.8万+吉林化工/吉林医药/吉林农业科技·公办本科5所+高职",
      "total": 52.7,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 5,
      "d4": 5,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为碳纤维与化工新材料企业提供工艺仿真、配方数据管理和检测报告自动化等轻资产服务，面向冰雪文旅承接冰雪赛事与度假区的数字营销、智能预订和多语种导览内容生产，以及依托医药健康与电子信息产业开展医疗器械注册资料整理和嵌入式软件外包。",
      "industry_focus": "吉林市工业以石化、冶金、汽车及配件制造、医药健康、电子、碳纤维等为主，2024年全市规模以上工业增加值增长4.2%，高新技术产业增加值增长18.0%，规模以上工业营业收入中电子行业增长27.6%、医药健康行业增长16.1%、汽车及配件制造行业增长11.6%，碳纤维产量10.8万吨，全年接待游客9549.4万人次、旅游总收入978.2亿元。（来源：《吉林市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 1.17,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "洛阳",
      "province": "河南",
      "region": "华中",
      "ind": {
        "gdp": 5818.6,
        "retail": 2605.4,
        "income": 35561.0,
        "tertiary_pct": 55.3,
        "universities": 9.0,
        "students_wan": 22.2,
        "shebao": 3831.0,
        "reg_days": 1.0,
        "opc_industries": 6,
        "opc_industries_txt": "汽车及零部件、电子信息、装备制造、食品、现代家居、服装服饰(公报称『六大高成长性制造业』)",
        "house_income_ratio": 10.8,
        "online": 1
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/60602.html",
        "shebao": "河南省税务局2025年度社保缴费基数通知(3831元/月)",
        "reg_days": "河南省政府层面公布,以省级口径记"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.688,
        "verified": 0,
        "partial": 1,
        "estimated": 1,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "estimated",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "partial",
          "online": "unsourced",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "洛阳一次性创业补贴金额与孵化器总数未证实; online/房价收入比/运营成本无公开口径"
      },
      "status": "ok",
      "total": 58.3,
      "grade": "C",
      "d1": 5,
      "d2": 9,
      "d3": 6,
      "d4": 4,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为农机装备、耐火材料等制造企业提供三维建模、工艺仿真和产线数字孪生等轻量工业软件服务，围绕新能源电池与电子信息产业链承接设备数据采集、良率分析类算法外包，以及面向文旅资源开发沉浸式导览、票务营销和内容生成类AI应用。",
      "industry_focus": "洛阳是国家重要的先进制造业基地，工业以装备制造、石化、新材料、新能源电池和电子信息为主，2024年全市规模以上工业增加值增长7.0%，石化行业增长9.2%，装备制造业增长15.6%，新能源汽车产业增长63.7%，新一代信息技术产业增长19.9%，高技术制造业增长65.5%，现代农机装备集群入选国家级先进制造业集群，新型耐火材料入选省级先进制造业集群。（来源：洛阳市统计局《2024年洛阳市经济运行情况》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.56,
        "students_per_univ": 2.47,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "南阳",
      "province": "河南",
      "region": "华中",
      "ind": {
        "gdp": 4879.08,
        "retail": 2553.29,
        "income": 30522.0,
        "tertiary_pct": 52.0,
        "universities": 8.0,
        "students_wan": 14.2,
        "shebao": 3831.0,
        "subsidy": 5000.0,
        "reg_days": 1.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/58862.html",
        "subsidy": "南阳市创业扶持政策(5000元/人)",
        "shebao": "河南全省统一"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.75,
        "verified": 0,
        "partial": 0,
        "estimated": 2,
        "unsourced": 10,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "estimated",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "孵化器、数字经济占比、主导产业未取得"
      },
      "status": "ok",
      "total": 57.7,
      "grade": "C",
      "d1": 5,
      "d2": 9,
      "d3": 5,
      "d4": 5,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为汽车零部件、电气机械和化工企业提供结构仿真、质量数据看板和供应链协同类轻量SaaS，围绕农牧与食品加工基地承接食品安全追溯、冷链物流调度等数字化服务，以及面向中药材和医药制造开展药典资料整理、注册申报文档自动化等专业外包。",
      "industry_focus": "南阳工业以非金属矿物制品、化学原料和化学制品制造、汽车制造、电气机械和器材制造、医药制造、烟草制品和农副食品加工等行业为主，2024年全市规模以上工业增加值增长9.6%，汽车制造业增长15.9%，电气机械和器材制造业增长15.6%，非金属矿物制品业增长14.8%；战略性新兴产业增加值增长18.2%，高新技术产业增加值占规模以上工业比重达53.6%。（来源：《2024年南阳市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.56,
        "students_per_univ": 1.77,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "襄阳",
      "province": "湖北",
      "region": "华中",
      "ind": {
        "gdp": 6102.41,
        "retail": 2305.0,
        "income": 39741.0,
        "tertiary_pct": 49.3,
        "universities": 6.0,
        "students_wan": 8.79,
        "shebao": 4299.0,
        "subsidy": 5000.0,
        "reg_days": 1.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/59284.html",
        "shebao": "湖北分档通知(第2档)",
        "subsidy": "襄阳市人社局一次性创业补贴(5000元)",
        "reg_days": "湖北省政府部署(压缩至1天内)"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.75,
        "verified": 0,
        "partial": 1,
        "estimated": 2,
        "unsourced": 9,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "estimated",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "estimated",
          "online": "unsourced",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "孵化器、数字经济占比未取得"
      },
      "status": "ok",
      "total": 53.1,
      "grade": "C",
      "d1": 5,
      "d2": 8,
      "d3": 4,
      "d4": 5,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为汽车及新能源汽车产业链提供整车与零部件三维建模、仿真测试数据管理和智能座舱内容开发等轻资产服务，围绕锂离子电池和电子通信制造承接设备运维数据分析和质量检测算法外包，以及依托农副食品加工业开展食品供应链数字化与直播电商内容生产。",
      "industry_focus": "襄阳工业以汽车制造、化学原料和化学制品制造、农副食品加工为支柱，2024年全市规模以上工业增加值增长8.0%，规模以上高技术制造业增加值增长21.2%，电子及通信设备制造业增长36.4%；汽车产量30.2万辆、增长23.8%，其中新能源汽车8.2万辆、增长141.3%，锂离子电池产量增长50.6%，移动通信手持机产量增长75.4%，饮料酒产量增长19.4%。（来源：《襄阳市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": 1.46,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "宜昌",
      "province": "湖北",
      "region": "华中",
      "ind": {
        "gdp": 6191.12,
        "retail": 2145.18,
        "tertiary_pct": 48.2,
        "universities": 6.0,
        "students_wan": 8.74,
        "shebao": 4299.0,
        "subsidy": 5000.0,
        "reg_days": 1.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/63218.html",
        "shebao": "湖北分档通知",
        "subsidy": "宜昌市人民政府一次性创业补贴(5000元)"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.688,
        "verified": 0,
        "partial": 1,
        "estimated": 1,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "income"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "missing",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "estimated",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "全体居民收入未公布; 孵化器/数字经济未取得"
      },
      "status": "partial",
      "total": 53.1,
      "grade": "C",
      "d1": 5,
      "d2": 8,
      "d3": 4,
      "d4": 5,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为磷化工与精细化工企业提供工艺流程仿真、能耗优化和安全环保数据管理等工业软件服务，面向医药制造承接注册申报资料自动化与实验室数据管理外包，围绕电气机械、汽车及食品加工产业链开展设备预测性维护和跨境技术文档多语种处理。",
      "industry_focus": "宜昌形成以磷化工为特色的化学原料和化学制品制造、医药制造、电气机械和器材制造、汽车制造、酒饮料精制茶制造和食品制造等产业，2024年全市规模以上工业增加值增长10.1%，高技术制造业增加值增长23.8%、占规模以上工业的18.0%，化学原料和化学制品制造业增长19.3%，医药制造业增长16.6%，电气机械和器材制造业增长36.5%。（来源：《宜昌市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": 1.46,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "岳阳",
      "province": "湖南",
      "region": "华中",
      "ind": {
        "gdp": 5127.66,
        "retail": 1915.84,
        "income": 36836.0,
        "tertiary_pct": 53.9,
        "universities": 5.0,
        "students_wan": 6.78,
        "shebao": 4072.0,
        "subsidy": 5000.0,
        "reg_days": 1.5,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/58249.html",
        "shebao": "湖南人社厅2025年度发布",
        "subsidy": "湖南省一次性创业补贴通知(≥5000)",
        "reg_days": "湖南省政府门户"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.75,
        "verified": 0,
        "partial": 1,
        "estimated": 2,
        "unsourced": 9,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "estimated",
          "online": "unsourced",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "孵化器/数字经济未取得"
      },
      "status": "ok",
      "total": 55.7,
      "grade": "C",
      "d1": 5,
      "d2": 9,
      "d3": 5,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为石化、造纸等流程型工业企业提供能耗与排放数据监测、设备预测性维护等轻量工业软件服务，围绕城陵矶港口岸与保税物流承接进出口单证自动化、多式联运调度等数字化工具开发，以及依托农产品加工和食品产业资源开展预制菜品牌内容生产与直播电商运营。",
      "industry_focus": "岳阳规模以上工业以机械、石化、食品、造纸、建材、有色及循环、电力、医药、纺织和电子信息制造十大产业为主，2024年全市规模以上工业增加值增长6.7%，造纸行业增长30.6%，石化行业增长11.5%，有色及循环行业增长10.0%，医药行业增长9.3%，装备制造业增加值占规模工业的17.5%；城陵矶港完成集装箱吞吐量68.10万标箱。（来源：《岳阳市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.56,
        "students_per_univ": 1.36,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "衡阳",
      "province": "湖南",
      "region": "华中",
      "ind": {
        "gdp": 4491.69,
        "retail": 2100.51,
        "income": 38619.0,
        "tertiary_pct": 57.5,
        "shebao": 4072.0,
        "subsidy": 5000.0,
        "reg_days": 1.5,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3,
        "universities": 13,
        "students_wan": 12.0
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/58433.html",
        "shebao": "湖南省人社厅",
        "subsidy": "衡阳市一次性创业补贴通知(5000元)"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.75,
        "verified": 0,
        "partial": 1,
        "estimated": 1,
        "unsourced": 10,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "高校数/在校生、孵化器、数字经济未取得"
      },
      "status": "ok",
      "edu_src": "衡阳13所普通高校·全省第3(2024名单);南华约5万+衡阳师范约2.5万",
      "total": 56.1,
      "grade": "C",
      "d1": 4,
      "d2": 9,
      "d3": 6,
      "d4": 4,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为有色金属冶炼与压延加工企业提供工艺仿真、能耗监测和设备预测性维护等轻量工业软件服务，面向通用设备、电气机械和电子设备制造承接嵌入式软件开发与质量检测数据管理外包，以及依托本地文旅市场开展智能导览、内容生成和线上营销工具开发。",
      "industry_focus": "衡阳实施“制造立市、文旅兴城”发展战略，规模以上工业以有色金属冶炼和压延加工、通用设备制造、电气机械和器材制造、黑色金属冶炼和压延加工、计算机通信和电子设备制造、农副食品加工和化学原料制造为主，2024年全市规模工业增加值增长8.0%，有色金属冶炼和压延加工业增长13.9%，通用设备制造业增长12.0%，高新技术产业增加值增长17.3%。（来源：《衡阳市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.44,
        "students_per_univ": 0.92,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "株洲",
      "province": "湖南",
      "region": "华中",
      "ind": {
        "gdp": 3902.4,
        "retail": 1431.9,
        "income": 49179.0,
        "tertiary_pct": 46.1,
        "universities": 9.0,
        "shebao": 4072.0,
        "subsidy": 10000.0,
        "reg_days": 1.5,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/58587.html",
        "shebao": "湖南省人社厅",
        "subsidy": "株洲市人社局一次性创业补贴(最高1万/2万)"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.688,
        "verified": 0,
        "partial": 2,
        "estimated": 0,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "students_wan"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "missing",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "在校生、孵化器、数字经济未取得"
      },
      "status": "partial",
      "total": 58.1,
      "grade": "C",
      "d1": 6,
      "d2": 9,
      "d3": 4,
      "d4": 5,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为装备制造企业提供三维建模、工艺仿真和产线数字孪生等轻量工业软件服务，围绕有色金属冶炼与陶瓷制品制造承接能耗监测、质量数据分析等工具开发，面向电子信息制造产业链开展嵌入式软件测试、固件开发与工业质检算法外包，并为医药制造提供注册资料自动化工具。",
      "industry_focus": "株洲以“制造名城”为定位，规模以上工业以有色金属冶炼和压延加工、汽车制造、计算机通信和其他电子设备制造、陶瓷制品制造、化学原料和化学制品制造、医药制造等为主，2024年全市规模工业增加值增长10.4%，装备制造业增加值占规模工业的39.4%，有色金属冶炼和压延加工业增长22.1%，汽车制造业增长16.5%，陶瓷制品制造业增长14.1%。（来源：《株洲市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.67,
        "students_per_univ": null,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "常德",
      "province": "湖南",
      "region": "华中",
      "ind": {
        "gdp": 4532.7,
        "retail": 1880.0,
        "tertiary_pct": 51.9,
        "universities": 6.0,
        "students_wan": 8.9,
        "shebao": 4072.0,
        "subsidy": 10000.0,
        "reg_days": 1.5,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/58585.html",
        "shebao": "湖南省人社厅",
        "subsidy": "常德市人社局大学生一次性创业补贴(1万元)"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.688,
        "verified": 0,
        "partial": 2,
        "estimated": 0,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "income"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "missing",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "全体居民收入未公布; 孵化器/数字经济未取得"
      },
      "status": "partial",
      "total": 54.7,
      "grade": "C",
      "d1": 4,
      "d2": 9,
      "d3": 5,
      "d4": 5,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为烟草制品、铝材与建材企业提供能耗监测、设备预测性维护和质量数据分析等轻量工业软件服务，围绕电子信息制造承接嵌入式软件测试与元器件检测数据管理外包，以及依托农产品加工和文旅市场开展食品供应链数字化、智能导览与内容营销工具开发。",
      "industry_focus": "常德规模以上工业以烟草制品、装备制造、食品加工、铝材等新材料、电子信息等产业为主，2024年全市规模以上工业增加值增长1.7%，卷烟产量830.6亿支，铝材3.2万吨，集成电路13.6亿块，电子原件26.4亿只；全市规模以上工业企业实现主营业务收入3200.4亿元，利润228.3亿元；全年接待国内旅游人数5645.4万人次、实现旅游总收入644.8亿元。（来源：《常德市2024年国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.44,
        "students_per_univ": 1.48,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "遵义",
      "province": "贵州",
      "region": "西南",
      "ind": {
        "gdp": 5027.2,
        "retail": 1454.17,
        "tertiary_pct": 48.8,
        "universities": 7.0,
        "students_wan": 11.34,
        "shebao": 4252.52,
        "subsidy": 5000.0,
        "reg_days": 8.5,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://www.zunyi.gov.cn/sjfb/tjxx/tjgb_5860123/202504/t20250429_87604037.html(官方页面,正文为扫描图片,经本地OCR)",
        "shebao": "贵州省2025年度社保基数公告",
        "subsidy": "遵义市一次性创业补贴政策(5000元)"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.688,
        "verified": 0,
        "partial": 0,
        "estimated": 2,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "income"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "missing",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "estimated",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "全体居民收入未公布; 孵化器/数字经济未取得; 公报为扫描版,部分数据经OCR"
      },
      "status": "partial",
      "total": 49.5,
      "grade": "C",
      "d1": 5,
      "d2": 8,
      "d3": 4,
      "d4": 2,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在为酱香白酒企业提供品牌内容生成、电商运营数据分析和渠道溯源等轻资产服务，围绕铝、锰、钛等资源精深加工与氟化工承接工艺仿真、能耗监测工具开发，以及依托装备制造与新能源电池材料产业链开展嵌入式软件测试和工业质检算法外包。",
      "industry_focus": "遵义以酱香白酒为首位产业，同步发展基础材料、先进装备制造和新型能源等主导产业，2024年全市完成工业总产值2497亿元，规模以上工业增加值增长8.1%，白酒、资源精深加工和重要产业备份三个基地分别完成产值1408亿元、400亿元和480亿元，黔北新型综合能源基地完成产值约320亿元，白酒产业约占全市工业总产值的55%。（来源：遵义市发展和改革委员会《遵义市2024年国民经济和社会发展计划执行情况与2025年国民经济和社会发展计划草案的报告》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": 1.62,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "绵阳",
      "province": "四川",
      "region": "西南",
      "ind": {
        "gdp": 4344.03,
        "retail": 1937.89,
        "tertiary_pct": 50.3,
        "universities": 15.0,
        "students_wan": 18.02,
        "shebao": 4588.0,
        "subsidy": 10000.0,
        "incubator": 25.0,
        "reg_days": 5.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/58262.html",
        "shebao": "川人社办发〔2025〕39号",
        "subsidy": "绵阳市一次性创业补贴(1万元)",
        "incubator": "公报科技节"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.75,
        "verified": 0,
        "partial": 1,
        "estimated": 2,
        "unsourced": 9,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "income"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "missing",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "estimated",
          "incubator": "estimated",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "居民收入、数字经济占比未取得; 企业开办时间为旧口径"
      },
      "status": "partial",
      "total": 55.5,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 5,
      "d4": 6,
      "d5": 7,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向电子信息、汽车零部件和电气机械企业的工业软件与自动化改造服务，围绕锂离子电池与光电子器件环节的供应链配套和质量检测外包，以及为高技术制造企业提供研发辅助与数据标注等轻资产协作。",
      "industry_focus": "绵阳以电子信息、汽车制造、电气机械和器材制造为工业增长主力，2024年全市规模以上工业增加值增长9.8%，其中电气机械和器材制造业增长21.4%、汽车制造业增长18.8%、计算机通信和其他电子设备制造业增长12.5%，高技术制造业产值增长12.3%，电子及通信设备制造与医疗仪器设备及仪器仪表制造同步扩张，锂离子电池和载货汽车产量大幅攀升。（来源：绵阳市统计局《2024年绵阳经济运行情况》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 1.2,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "德阳",
      "province": "四川",
      "region": "西南",
      "ind": {
        "gdp": 3265.4,
        "retail": 1141.0,
        "income": 37058.0,
        "tertiary_pct": 40.1,
        "universities": 14.0,
        "students_wan": 18.7,
        "shebao": 4588.0,
        "subsidy": 5000.0,
        "incubator": 37.0,
        "reg_days": 5.0,
        "opc_industries": 4,
        "opc_industries_txt": "『3+1』主导产业:机械装备、材料化工、食品饮料、数字经济",
        "house_income_ratio": 10.8,
        "online": 1
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/62082.html",
        "shebao": "川人社办发〔2025〕39号",
        "subsidy": "德阳市创业补贴申报指南(5000起)",
        "incubator": "公报孵化载体37家"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.812,
        "verified": 0,
        "partial": 1,
        "estimated": 2,
        "unsourced": 10,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "estimated",
          "incubator": "estimated",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "数字经济占比未公布(有增速); 企业开办时间旧口径"
      },
      "status": "ok",
      "total": 51.7,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 4,
      "d4": 5,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向重型装备与发电设备企业的工业设计、远程运维和备件电商服务，围绕材料化工与食品饮料产业链的检验检测、能耗管理和安全生产数字化工具，以及为中小企业提供工业软件二次开发与设备数据采集等轻资产服务。",
      "industry_focus": "德阳以机械装备、材料化工、食品饮料和数字经济构成的“3+1”主导产业为工业骨架，2024年规模以上工业增加值增长14.0%，“3+1”主导产业增加值增长14.2%，高技术制造产业增长22.5%，绿色低碳优势产业增长17.5%，白酒、硫酸、化肥、发电设备等主要工业产品产量较快增长。（来源：德阳市统计局《2024年德阳经济运行情况》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 1.34,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "宜宾",
      "province": "四川",
      "region": "西南",
      "ind": {
        "gdp": 4005.76,
        "retail": 1260.13,
        "tertiary_pct": 42.34,
        "shebao": 4588.0,
        "subsidy": 5000.0,
        "reg_days": 5.0,
        "opc_industries": 4,
        "opc_industries_txt": "『4+4+4』产业:晶硅光伏、智能网联新能源汽车、动力电池、酒类等(公报:4+4+4产业增加值增长7.6%)",
        "house_income_ratio": 10.8,
        "online": 1,
        "universities": 2,
        "students_wan": 2.4
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "经济运行": "https://tjj.yibin.gov.cn/sjfb/tjgb/202502/t20250207_2092457.html",
        "shebao": "川人社办发〔2025〕39号",
        "subsidy": "宜宾市创业补贴政策解读(5000元)"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.688,
        "verified": 0,
        "partial": 1,
        "estimated": 1,
        "unsourced": 9,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "income"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "missing",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "宜宾2024统计公报全文未取得(官方站点/镜像均无),基础数据来自市统计局经济运行情况; 教育/收入/孵化器未取得"
      },
      "status": "partial",
      "edu_src": "宜宾学院全日制在校生2.4万(四川省教育厅·2024)",
      "total": 48.5,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 4,
      "d4": 3,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在围绕动力电池与晶硅光伏产业链的工业软件、设备点检和质量数据服务，面向白酒企业的电商内容、品牌数字化与产品溯源系统开发，以及为智能网联新能源汽车配套企业提供嵌入式软件外包与测试验证等轻资产协作。",
      "industry_focus": "宜宾以白酒、动力电池、晶硅光伏、智能网联新能源汽车等“4+4+4”产业为主导，2024年规模以上工业增加值增长7.4%，“4+4+4”产业增加值增长7.6%，其中晶硅光伏增长32.3%、智能网联新能源汽车增长27.6%、动力电池增长15.0%、酒类增长7.7%，高技术制造业增加值增长29.3%，锂离子电池、平板玻璃、汽车产量增长较快。（来源：宜宾市统计局《2024年宜宾经济运行情况》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 1.2,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "南充",
      "province": "四川",
      "region": "西南",
      "ind": {
        "gdp": 2861.7,
        "retail": 1719.4,
        "tertiary_pct": 56.3,
        "universities": 7.0,
        "students_wan": 9.8,
        "shebao": 4588.0,
        "subsidy": 5000.0,
        "incubator": 6.0,
        "reg_days": 5.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://www.nanchong.gov.cn/tjj/xwdt/bmxx/202504/t20250407_2132728.html",
        "shebao": "川人社办发〔2025〕39号",
        "subsidy": "南充市(高坪区)创业补贴公示(5000元)",
        "incubator": "公报科技节"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.75,
        "verified": 0,
        "partial": 1,
        "estimated": 2,
        "unsourced": 9,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "income"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "missing",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "estimated",
          "incubator": "estimated",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "全体收入、数字经济未取得; 补贴金额依据区级公示"
      },
      "status": "partial",
      "total": 53.3,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 6,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向农副食品加工企业的品牌包装、直播电商与食品检测服务，围绕化学纤维制造和印染布生产环节的小单快反设计与供应链协同工具，以及为电子信息制造企业提供软件测试、数据标注和产线数字化改造等轻资产服务。",
      "industry_focus": "南充工业以农副食品加工、化学纤维制造、计算机通信和其他电子设备制造等为增长点，2024年工业增加值485.8亿元、增长3.5%，规模以上工业增加值增长4.5%，其中农副食品加工业增长23.5%、化学纤维制造业增长56.5%、计算机通信和其他电子设备制造业增长103.2%，高技术制造业增加值增长23.2%，占规模以上工业增加值比重11.8%。（来源：《2024年南充市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 1.4,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "咸阳",
      "province": "陕西",
      "region": "西北",
      "ind": {
        "gdp": 3001.27,
        "retail": 1424.47,
        "income": 31906.0,
        "tertiary_pct": 48.8,
        "universities": 13.0,
        "shebao": 4650.0,
        "subsidy": 10000.0,
        "reg_days": 1.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjgb.hongheiku.com/djs/63310.html",
        "shebao": "陕西省2025年度社保基数",
        "subsidy": "咸阳市人民政府咨询答复(1万元)",
        "reg_days": "陕西省市场监管局方案"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.688,
        "verified": 0,
        "partial": 2,
        "estimated": 1,
        "unsourced": 8,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "students_wan"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "estimated",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "partial",
          "online": "unsourced",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "missing",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "高校在校生、孵化器存量、数字经济未取得"
      },
      "status": "partial",
      "total": 52.9,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 4,
      "d4": 6,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向电子显示与电子元件企业的工业软件、检测认证和产线数据采集服务，围绕能化与建材企业的能耗管理、安全生产数字化和远程运维工具，以及为食品医药企业提供电商运营、产品溯源与包装设计等轻资产协作。",
      "industry_focus": "咸阳以建材、能化、电子、食品、医药、装备制造、纺织服装七大支柱产业为工业主体，2024年规模以上工业增加值增长12.6%，能源工业增长15.3%、非能源工业增长8.7%，建材、能化、电子工业增加值分别增长18.2%、14.4%、8.7%，煤炭开采和洗选业增长17.6%，非金属矿物制品业增长18.2%。（来源：《2024年咸阳市国民经济和社会发展统计公报》（陕西省统计局发布））",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": null,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "宝鸡",
      "province": "陕西",
      "region": "西北",
      "ind": {
        "gdp": 2525.48,
        "income": 32013.0,
        "tertiary_pct": 49.1,
        "universities": 7.0,
        "students_wan": 6.41,
        "shebao": 4650.0,
        "subsidy": 10000.0,
        "incubator": 30.0,
        "reg_days": 1.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "opc_industries": 3
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "opc_industries=floor3(公报产业清单)",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjj.baoji.gov.cn",
        "gdp_final": "宝鸡市统计局最终核实发布(2525.48亿元)",
        "shebao": "陕西省2025年度社保基数",
        "subsidy": "宝鸡市一次性创业补贴(1万元)",
        "incubator": "公报科技节"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.75,
        "verified": 0,
        "partial": 0,
        "estimated": 3,
        "unsourced": 9,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "estimated",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "estimated",
          "incubator": "estimated",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "零售总额绝对值、高校单列数、数字经济未取得"
      },
      "status": "ok",
      "total": 54.5,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 4,
      "d4": 8,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向汽车与轨道交通装备企业的工业设计、仿真分析和备件电商服务，围绕机床工具与石油钻采设备的远程运维和预测性维护软件，以及为专精特新中小企业提供产品检测、专利布局与数字化车间改造等轻资产协作。",
      "industry_focus": "宝鸡以汽车制造、铁路船舶航空航天等运输设备制造、机床工具、石油钻采设备、烟草制品和酒饮料制造为工业支撑，2024年规模以上工业增加值增长7.9%，汽车制造业增长27.8%、运输设备制造业增长22.2%、酒饮料和精制茶制造业增长27.0%，战略性新兴产业增加值增长7.2%，其中新能源汽车产业战新增加值增长44.3%。（来源：《2024年宝鸡市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 0.92,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "榆林",
      "province": "陕西",
      "region": "西北",
      "ind": {
        "gdp": 7548.68,
        "retail": 819.56,
        "income": 33731.0,
        "tertiary_pct": 26.6,
        "universities": 4.0,
        "shebao": 4650.0,
        "reg_days": 1.0,
        "opc_industries": 3,
        "opc_industries_txt": "能源化工主导(第二产业增加值占GDP69.2%,能源城市)",
        "house_income_ratio": 10.8,
        "online": 1
      },
      "flags": [
        "house=tier_avg_10.8",
        "online=est_1",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留",
        "conf:人工说明保留"
      ],
      "src": {
        "公报": "https://tjj.shaanxi.gov.cn/tjsj/ndsj/tjgb/gs/202506/t20250616_35320.html",
        "shebao": "陕西省2025年度社保基数"
      },
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.625,
        "verified": 0,
        "partial": 0,
        "estimated": 1,
        "unsourced": 9,
        "missing": 6,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "students_wan"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "unsourced",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "estimated",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "unsourced",
          "online": "unsourced",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "missing",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": "高校在校生、补贴金额、孵化器、数字经济未取得"
      },
      "status": "partial",
      "total": 51.9,
      "grade": "C",
      "d1": 5,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向能源化工企业的设备巡检数字化、能耗与碳排放管理软件，围绕煤化工与金属镁、电解铝产业链的检验检测、备件供应链与安全生产培训内容服务，以及为矿区企业提供工业数据采集与远程监控等轻资产协作。",
      "industry_focus": "榆林是以煤炭、油气、电力为核心的能源化工基地，2024年规模以上工业增加值增长8.2%，能源工业与非能源工业产值占规上工业产值比重分别为84.3%和15.7%，原煤产量62377.13万吨，精甲醇、聚氯乙烯、电解铝、金属镁等化工产品产量规模居前，非能源工业中化学原料制品制造业增长2.1%、有色金属冶炼业增长8.2%。（来源：《2024年榆林市国民经济和社会发展统计公报》）",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": null,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "深圳",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 36801.87,
        "retail": 10637.7,
        "income": 81123.0,
        "tertiary_pct": 62.1,
        "universities": 16.0,
        "students_wan": 16.8,
        "shebao": 4775.0,
        "house_income_ratio": 34.8,
        "subsidy": 10000.0,
        "online": 1,
        "reg_days": 1,
        "digital_pct": 27.2,
        "opc_industries": 7
      },
      "flags": [
        "华南批",
        "online=est_1",
        "reg_days=est_1",
        "深圳_D3补:digital/industries"
      ],
      "src": {
        "gdp": "GDP36801.87亿元见深圳市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62867.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额10637.70亿元见深圳市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62867.html(红黑统计公报库收录官方公报文本)",
        "income": "全体居民人均可支配收入81123元见深圳市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62867.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比62.1%见深圳市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62867.html(红黑统计公报库收录官方公报文本)",
        "universities": "普通高等学校16所见深圳市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62867.html(红黑统计公报库收录官方公报文本)",
        "students_wan": "普通高校在校学生16.80万人见深圳市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62867.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评居住大数据研究院《2024年全国百城房价收入比调查研究报告》报道(新浪财经2025-02-27):深圳34.8;株洲4.1最低;株洲、遵义、德阳、桂林等10城低于6(深圳34.8)",
        "subsidy": "深圳市人社局《初创企业补贴》:一次性10000元,创业补贴专栏:hrss.sz.gov.cn/ztfw/cjjy/cyfw/cybt/content/post_2002519.html",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 74.6,
      "grade": "B",
      "d1": 9,
      "d2": 8,
      "d3": 7,
      "d4": 6,
      "d5": 7,
      "d6": 4,
      "d7": 7,
      "d8": 10,
      "tier": "计划单列市",
      "best_direction": "OPC机会集中在面向电子信息与智能硬件企业的软件外包、算法与固件开发，围绕新能源汽车和智能装备产业链的工业软件、检测认证与出海合规服务，以及为跨境电商和金融科技机构提供产品设计、数据服务与跨境内容运营等轻资产协作。",
      "industry_focus": "深圳以计算机通信和其他电子设备制造、汽车制造、电气机械和器材制造、专用设备制造为工业主体，2024年规模以上工业增加值增长9.7%，高技术制造业增加值增长8.9%、占规模以上工业增加值比重58.2%，装备制造业增长12.7%、占比71.5%，先进制造业占比68.2%，战略性新兴产业增加值占地区生产总值比重42.3%。（来源：《深圳市2024年国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.812,
        "verified": 6,
        "partial": 2,
        "estimated": 5,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "estimated",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "partial",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.12,
        "students_per_univ": 1.05,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "佛山",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 13361.9,
        "retail": 3943.91,
        "income": 68862.0,
        "tertiary_pct": 47.9,
        "universities": 14.0,
        "students_wan": 15.92,
        "shebao": 4775.0,
        "subsidy": 10000.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP13361.90亿元见佛山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63215.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额3943.91亿元见佛山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63215.html(红黑统计公报库收录官方公报文本)",
        "income": "全市居民人均可支配收入68862元见佛山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63215.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比47.9%(1.8:50.3:47.9)见佛山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63215.html(红黑统计公报库收录官方公报文本)",
        "universities": "普通高等学校14所见佛山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63215.html(红黑统计公报库收录官方公报文本)",
        "students_wan": "普通高校在校学生15.92万人见佛山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63215.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露佛山具体值",
        "subsidy": "佛山本地宝2026年佛山一次性创业补贴标准(fs.bendibao.com/live/202683/140854.shtm,未打开确认金额,标注低置信;佛山一次性发放万元创业补贴-同花顺财经news.10jqka.com.cn/20260617/c677545235.shtml)",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 61.7,
      "grade": "B",
      "d1": 8,
      "d2": 8,
      "d3": 4,
      "d4": 6,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向家电与家具企业的工业设计、智能家居软件和电商内容运营，围绕装备制造与金属加工企业的产线数字化、设备运维与工业软件外包，以及为出口型制造企业提供跨境合规、供应链数据与检验检测等轻资产服务。",
      "industry_focus": "佛山是制造业大市，工业以电气机械和器材制造、通用设备制造、家用电器、家具、陶瓷建材等为主体，2024年地区生产总值13361.90亿元，第二产业增加值6721.19亿元，规上先进制造业增加值占全市规上工业增加值52.5%，规上高技术制造业增加值增长11.3%，其中计算机通信和其他电子设备制造业增长20.7%、电子及通信设备制造业增长16.0%。（来源：佛山市统计局《2024年佛山市经济运行情况》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.75,
        "verified": 6,
        "partial": 1,
        "estimated": 5,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "estimated",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.14,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "东莞",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 12282.15,
        "retail": 4446.26,
        "income": 68308.0,
        "tertiary_pct": 44.3,
        "universities": 9.0,
        "students_wan": 17.01,
        "shebao": 4775.0,
        "incubator": 118.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP12282.15亿元见东莞市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60152.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额4446.26亿元见东莞市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60152.html(红黑统计公报库收录官方公报文本)",
        "income": "全市居民人均可支配收入68308元见东莞市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60152.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比44.3%(0.3:55.4:44.3)见东莞市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60152.html(红黑统计公报库收录官方公报文本)",
        "universities": "普通高等院校9所(含校区)见东莞市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60152.html(红黑统计公报库收录官方公报文本)",
        "students_wan": "普通高等院校在校学生17.01万人见东莞市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60152.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露东莞具体值",
        "subsidy": "未采集",
        "incubator": "科技企业孵化器118家(国家级25,省级13,市级38)见东莞市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60152.html(红黑统计公报库收录官方公报文本)",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 61.7,
      "grade": "B",
      "d1": 8,
      "d2": 8,
      "d3": 4,
      "d4": 6,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向电子信息与智能终端企业的工业软件、检测认证和自动化改造服务，围绕家具与玩具文体产业的品牌设计、跨境电商运营与供应链协同工具，以及为制造业中小企业提供数据标注、专利布局和数字化转型咨询等轻资产协作。",
      "industry_focus": "东莞以电子信息制造、电气机械及设备制造、纺织服装鞋帽、食品饮料、造纸五大支柱产业和玩具文体、家具、化工、包装印刷四个特色产业为主体，2024年规模以上工业增加值增长6.9%，五大支柱产业增长7.4%，先进制造业增加值增长11.1%，其中高端电子信息制造业增长17.7%、生物医药及高性能医疗器械业增长22.4%。（来源：《2024年东莞市国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.438,
        "coverage_rate": 0.75,
        "verified": 7,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 4,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.89,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "珠海",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 4479.06,
        "retail": 903.44,
        "income": 67315.0,
        "tertiary_pct": 55.83,
        "universities": 7.0,
        "students_wan": 12.61,
        "shebao": 4775.0,
        "subsidy": 10000.0,
        "incubator": 16.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP4479.06亿元见珠海市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63345.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额903.44亿元见珠海市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63345.html(红黑统计公报库收录官方公报文本)",
        "income": "全体居民人均可支配收入67315元见珠海市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63345.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比55.83%(1.64:42.53:55.83)见珠海市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63345.html(红黑统计公报库收录官方公报文本)",
        "universities": "教育部《全国普通高等学校名单》(截至2024年6月20日),按学校所在地统计:https://www.moe.gov.cn/jyb_xxgk/s5743/s5744/A03/202406/t20240621_1136990.html(珠海7所);公报仅披露'普通高等学校全日制在校生12.61万人'未披露学校数",
        "students_wan": "普通高等学校全日制在校生12.61万人见珠海市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63345.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露珠海具体值",
        "subsidy": "珠海本地宝/搜狐2024报道'珠海新政策一次性10000元补贴'(sohu.com/a/850602981_121956424,未见官方文件原文)",
        "incubator": "省级以上孵化器16家见珠海市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63345.html(红黑统计公报库收录官方公报文本)",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 65.7,
      "grade": "B",
      "d1": 8,
      "d2": 8,
      "d3": 6,
      "d4": 7,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向集成电路与高端装备企业的工业软件、检测验证与供应链服务，围绕智能家电和新能源企业的产品设计、跨境电商与品牌内容运营，以及为生物医药与医疗器械企业提供注册合规、数据服务和研发外包等轻资产协作。",
      "industry_focus": "珠海以高端装备制造、集成电路、精细化工、智能家电、新一代信息技术、生物医药与健康、新能源构成的“4+3”产业，以及精密机械制造、石油化工、生物医药、家电电气、电子信息、电力能源等七大工业支柱为骨架，2024年规模以上工业增加值增长9.0%，“4+3”产业增加值增长10.7%，高技术制造业增加值增长15.0%、占规模以上工业增加值比重31.6%。（来源：《2024年珠海市国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.438,
        "coverage_rate": 0.812,
        "verified": 7,
        "partial": 1,
        "estimated": 5,
        "unsourced": 0,
        "missing": 3,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "estimated",
          "incubator": "verified",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.8,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "中山",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 4143.25,
        "retail": 1550.93,
        "income": 65070.0,
        "tertiary_pct": 46.4,
        "universities": 3.0,
        "students_wan": 5.72,
        "shebao": 4775.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP4143.25亿元见中山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62230.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额1550.93亿元见中山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62230.html(红黑统计公报库收录官方公报文本)",
        "income": "全市居民人均可支配收入65070元见中山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62230.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比46.4%(2.3:51.3:46.4)见中山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62230.html(红黑统计公报库收录官方公报文本)",
        "universities": "教育部《全国普通高等学校名单》(截至2024年6月20日),按学校所在地统计:https://www.moe.gov.cn/jyb_xxgk/s5743/s5744/A03/202406/t20240621_1136990.html(中山3所);公报仅披露'全日制高等院校在校学生5.72万人'",
        "students_wan": "全日制高等院校在校学生5.72万人见中山市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62230.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露中山具体值",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 58.5,
      "grade": "C",
      "d1": 8,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在面向智能家电与灯饰照明企业的工业设计、智能家居软件与跨境内容运营，围绕电子信息制造企业的检测认证、嵌入式软件与产线数字化服务，以及为家具和纺织服装企业提供品牌设计、电商代运营与供应链协同等轻资产协作。",
      "industry_focus": "中山以智能家电、灯饰照明、电子信息、装备制造、生物医药、纺织服装、家具等制造业为特色，2024年地区生产总值4143.25亿元，规模以上工业增加值增长5.4%，先进制造业增加值增长6.6%、占规模以上工业增加值比重51.2%，高技术制造业增加值增长10.8%，其中高端电子信息制造业增长27.4%、电子及通信设备制造业增长22.7%。（来源：《2024年中山市国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.688,
        "verified": 6,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 1.0,
        "students_per_univ": 1.91,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "惠州",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 6136.39,
        "retail": 2024.41,
        "income": 48579.0,
        "tertiary_pct": 42.7,
        "universities": 5.0,
        "students_wan": 6.59,
        "shebao": 4775.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP6136.39亿元见惠州市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61566.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额2024.41亿元见惠州市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61566.html(红黑统计公报库收录官方公报文本)",
        "income": "居民人均可支配收入48579元见惠州市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61566.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比42.7%(5.3:52.0:42.7)见惠州市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61566.html(红黑统计公报库收录官方公报文本)",
        "universities": "普通高等学校5所(公报表14)见惠州市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61566.html(红黑统计公报库收录官方公报文本)",
        "students_wan": "普通高校在校生65924人=6.59万人(表14)见惠州市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61566.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露惠州具体值",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 54.1,
      "grade": "C",
      "d1": 6,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在石化能源新材料与电子信息两大集群的供应链配套服务，面向中小制造企业的工业软件实施、检测认证与设备运维文档等轻资产服务。依托超高清视频和智能家电、新能源电池集群的产品设计与跨境电商选品，以及生命健康制造业的医疗器械注册咨询与数字健康内容服务，同样适合一人公司切入。",
      "industry_focus": "惠州加快建设“2+1”现代化产业集群，即石化能源新材料、电子信息两大支柱产业与生命健康产业。2024年规上工业增加值增长9.7%，其中电子行业增长13.6%，石化能源新材料行业增长17.9%（石化产业增长22.2%），生命健康制造业增长9.3%。超高清视频和智能家电、新能源电池产业集群连续两年入选中国百强产业集群。（来源：惠州市统计局《2024年惠州国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.688,
        "verified": 6,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.75,
        "students_per_univ": 1.32,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "汕头",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 3167.97,
        "retail": 1551.27,
        "income": 34847.0,
        "tertiary_pct": 54.2,
        "universities": 4.0,
        "students_wan": 3.85,
        "shebao": 4775.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP3167.97亿元见汕头市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/59766.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额1551.27亿元见汕头市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/59766.html(红黑统计公报库收录官方公报文本)",
        "income": "全市居民人均可支配收入34847元见汕头市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/59766.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比54.2%(4.7:41.1:54.2)见汕头市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/59766.html(红黑统计公报库收录官方公报文本)",
        "universities": "教育部《全国普通高等学校名单》(截至2024年6月20日),按学校所在地统计:https://www.moe.gov.cn/jyb_xxgk/s5743/s5744/A03/202406/t20240621_1136990.html(汕头4所);公报仅披露'普通、职业本专科在校生3.85万人'",
        "students_wan": "普通、职业本专科在校生3.85万人见汕头市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/59766.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露汕头具体值",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 51.5,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 5,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在纺织服装与玩具创意两大特色集群的设计、打版、品牌内容与跨境电商代运营，以一人公司形态承接中小工厂的产品开发与数字化营销外包。新能源、新一代电子信息产业的中小企业数字化改造与技术文档服务，以及大健康领域的康复辅助器具内容科普与选品咨询，同样适合轻资产切入。",
      "industry_focus": "汕头加快构建“三新两特一大”产业发展格局，即新能源、新材料、新一代电子信息，纺织服装、玩具创意，大健康。2024年该产业合计完成规模以上工业增加值384.84亿元，占全部规模以上工业的64.7%；新一代电子信息产业增加值增长20.5%。高技术制造业、先进制造业增加值分别占规模以上工业的11.8%和38.4%。（来源：《2024年汕头国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.688,
        "verified": 6,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 0.96,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "湛江",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 3839.93,
        "income": 30810.0,
        "tertiary_pct": 48.7,
        "universities": 6.0,
        "students_wan": 22.56,
        "shebao": 4775.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP3839.93亿元见湛江市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/58067.html(红黑统计公报库收录官方公报文本)",
        "retail": "2024公报仅披露'社会消费品零售总额比上年增长1.6%',未给绝对额;公开数据平台(聚汇数据gotohui.com/ndata/show-441293)2024年需付费查看,故标null",
        "income": "全市居民人均可支配收入30810元见湛江市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/58067.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比48.7%(19.1:32.2:48.7)见湛江市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/58067.html(红黑统计公报库收录官方公报文本)",
        "universities": "教育部《全国普通高等学校名单》(截至2024年6月20日),按学校所在地统计:https://www.moe.gov.cn/jyb_xxgk/s5743/s5744/A03/202406/t20240621_1136990.html(湛江6所);公报仅披露'普通、职业本专科在校生22.56万人'",
        "students_wan": "普通、职业本专科在校生22.56万人见湛江市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/58067.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露湛江具体值",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 50.5,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在海洋经济配套服务，如水产品与农副食品的冷链电商选品、预制菜品牌内容与跨境出海运营，以及围绕钢铁、石化企业的工业设备运维文档与安全培训数字化服务。临港产业中小供应商的订单管理与报关物流信息轻服务，也为一人公司提供切入空间。",
      "industry_focus": "湛江是广东省域副中心城市，依托深水良港发展临港重化工业与海洋经济。2024年规模以上工业中，石油、煤炭及其他燃料加工业、石油和天然气开采业、黑色金属冶炼和压延加工业、电力热力生产和供应业等构成主要行业，先进制造业增加值占规模以上工业增加值比重45.8%。全市港口货物吞吐量2.75亿吨，水产品产量131.64万吨。（来源：《2024年湛江市国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.625,
        "verified": 5,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 6,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 3.76,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "茂名",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 4072.04,
        "retail": 1541.72,
        "income": 30520.0,
        "tertiary_pct": 53.4,
        "universities": 5.0,
        "students_wan": 7.96,
        "shebao": 4775.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP4072.04亿元见茂名市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62350.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额1541.72亿元见茂名市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62350.html(红黑统计公报库收录官方公报文本)",
        "income": "全市居民人均可支配收入30520元见茂名市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62350.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比53.4%(18.4:28.1:53.4)见茂名市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62350.html(红黑统计公报库收录官方公报文本)",
        "universities": "教育部《全国普通高等学校名单》(截至2024年6月20日),按学校所在地统计:https://www.moe.gov.cn/jyb_xxgk/s5743/s5744/A03/202406/t20240621_1136990.html(茂名5所);公报仅披露'普通本专科在校学生7.96万人'",
        "students_wan": "普通本专科在校学生7.96万人见茂名市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/62350.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露茂名具体值",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 51.5,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 5,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在石油化工与化学原料产业的供应链服务，面向中小企业的安全环保台账、检测认证与工艺文档数字化。依托荔枝、龙眼、香蕉与罗非鱼等特色农产品，面向消费者的品牌内容、直播选品与预制菜跨境电商运营，同样适合一人公司轻资产切入。",
      "industry_focus": "茂名是国家级特色现代农业产业基地，石油化工与现代农业构成主要产业格局。2024年全市规模以上工业中，化学原料和化学制品制造业增加值增长7.9%，农副食品加工业增长3.7%，石油加工业下降2.7%；高技术制造业中电子及通信设备制造业增长70.7%。全年园林水果总产量492.47万吨，水产品产量96.86万吨。（来源：《2024年茂名市国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.688,
        "verified": 6,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 1.59,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "江门",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 4210.18,
        "retail": 1363.48,
        "income": 43000.0,
        "tertiary_pct": 47.7,
        "universities": 5.0,
        "students_wan": 14.44,
        "shebao": 4775.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP4210.18亿元见江门市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60715.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额1363.48亿元见江门市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60715.html(红黑统计公报库收录官方公报文本)",
        "income": "全市居民人均可支配收入43000元见江门市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60715.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比47.7%(8.8:43.5:47.7)见江门市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60715.html(红黑统计公报库收录官方公报文本)",
        "universities": "教育部《全国普通高等学校名单》(截至2024年6月20日),按学校所在地统计:https://www.moe.gov.cn/jyb_xxgk/s5743/s5744/A03/202406/t20240621_1136990.html(江门5所);公报仅披露'高等教育(含成人高等教育)在校学生14.44万人'",
        "students_wan": "高等教育(含成人高等教育)在校学生14.44万人见江门市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/60715.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露江门具体值",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 51.9,
      "grade": "C",
      "d1": 5,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在五金卫浴、摩托车及零部件、家用电器等优势传统产业的跨境电商选品、产品设计与海外认证咨询，以一人公司形态服务中小制造企业出海。新材料、先进装备制造与石油化工领域的中小企业数字化营销、技术文档与工业设计外包，同样适合轻资产切入。",
      "industry_focus": "江门是粤港澳大湾区重要节点城市和著名侨乡，推进“工业振兴”工程，新老并举打造15条重点产业链。2024年规模以上工业增加值增长6.0%，先进制造业增加值占规模以上工业增加值比重41.8%，其中新材料制造业增长18.5%、石油化工产业增长11.1%、先进装备制造业增长8.4%；优势传统产业中家用电力器具制造业增长17.8%、金属制品业增长9.8%。（来源：《2024年江门市国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.688,
        "verified": 6,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.62,
        "students_per_univ": 2.89,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "肇庆",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 2917.85,
        "retail": 1205.31,
        "income": 33869.0,
        "tertiary_pct": 44.2,
        "universities": 7.0,
        "students_wan": 16.55,
        "shebao": 4775.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP2917.85亿元见肇庆市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63341.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额1205.31亿元见肇庆市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63341.html(红黑统计公报库收录官方公报文本)",
        "income": "全市居民人均可支配收入33869元见肇庆市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63341.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比44.2%(17.6:38.2:44.2)见肇庆市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63341.html(红黑统计公报库收录官方公报文本)",
        "universities": "教育部《全国普通高等学校名单》(截至2024年6月20日),按学校所在地统计:https://www.moe.gov.cn/jyb_xxgk/s5743/s5744/A03/202406/t20240621_1136990.html(肇庆7所);公报教育部分仅见'本专科招生5.93万人,在校生16.55万人'(具体学校数未明示)",
        "students_wan": "本专科在校生16.55万人(公报教育段)见肇庆市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/63341.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露肇庆具体值",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 49.7,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在新能源汽车、新型储能与电子信息三大主导产业的零部件配套与供应链数字化服务，面向中小配套厂的质量检测文档、工业软件实施与产线数据可视化。金属加工、绿色建材与食品饮料产业的跨境电商选品、品牌内容与海外认证咨询，同样适合一人公司轻资产切入。",
      "industry_focus": "肇庆坚持实体经济为本、制造业当家，重点做大新能源汽车、新型储能、电子信息三大主导产业。2024年全市规模以上工业增加值下降1.6%，先进制造业增长3.4%、占规上工业比重比上年提高1.1个百分点，高技术制造业增长0.7%；计算机通信和其他电子设备制造业、化学原料和化学制品制造业分别增长15.3%、16.5%。（来源：肇庆市统计局《2024年肇庆经济运行简况》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.688,
        "verified": 6,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 2.36,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "清远",
      "province": "广东",
      "region": "华南",
      "ind": {
        "gdp": 2253.07,
        "retail": 593.36,
        "income": 33066.0,
        "tertiary_pct": 49.1,
        "universities": 11.0,
        "students_wan": 13.25,
        "shebao": 4775.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP2253.07亿元见清远市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61494.html(红黑统计公报库收录官方公报文本)",
        "retail": "社会消费品零售总额593.36亿元见清远市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61494.html(红黑统计公报库收录官方公报文本)",
        "income": "全市居民人均可支配收入33066元见清远市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61494.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比49.1%(16.1:34.8:49.1)见清远市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61494.html(红黑统计公报库收录官方公报文本)",
        "universities": "普通本专科:市属1所+省属10所=11所(公报教育表)见清远市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61494.html(红黑统计公报库收录官方公报文本)",
        "students_wan": "普通本专科在校生:市属1.16万+省属12.09万=13.25万人(公报教育表)见清远市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61494.html(红黑统计公报库收录官方公报文本)",
        "shebao": "粤人社发〔2025〕32号:自2025年7月1日起全省企业职工基本养老保险缴费基数下限,广州市、省直5510元,其他地区(含深圳/佛山/东莞/珠海/中山/惠州/汕头/湛江/茂名/江门/肇庆/清远)4775元。来源:广东省人社厅官网发布(经puyuecs.com、cnzshr.com转载证实);深圳本地宝2025-10-27报道'深圳下限由4492元调整为4775元'",
        "house_income_ratio": "麟评2024百城报告报道未披露清远具体值",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 50.5,
      "grade": "C",
      "d1": 4,
      "d2": 8,
      "d3": 4,
      "d4": 4,
      "d5": 6,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在电力热力、化学原料与电子设备制造等行业的数字化配套服务，如面向中小企业的能耗监测工具、安全生产台账与合规文档代运营。依托本地外贸进出口较快增长的渠道，工业品与新材料产品的多语种选品、海外仓对接与独立站运营也适合一人公司轻资产切入。",
      "industry_focus": "清远是粤北生态发展区城市，坚持制造业当家，工业保持较快增长。2024年全市规模以上工业增加值同比增长10.4%，主要工业行业中，电力热力生产和供应业增长40.1%，化学原料和化学制品制造业增长25.9%，计算机通信和其他电子设备制造业增长14.2%。全市外贸进出口总额636.34亿元、增长12.2%，其中出口291.64亿元、增长14.4%。（来源：清远市统计局《2024年经济运行简况》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.375,
        "coverage_rate": 0.688,
        "verified": 6,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 5,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "verified",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.5,
        "students_per_univ": 1.2,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "柳州",
      "province": "广西",
      "region": "华南",
      "ind": {
        "gdp": 2950.67,
        "income": 37535.0,
        "tertiary_pct": 49.59,
        "universities": 7.0,
        "shebao": 4143.0,
        "house_income_ratio": 10.8,
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "house=tier_avg_10.8",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP2950.67亿元见柳州市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61208.html(红黑统计公报库收录官方公报文本)",
        "retail": "2024公报仅披露'社会消费品零售总额同比增长1.2%',未给绝对额(柳州市政府2024年主要经济指标数据表同样为空,t20250127_3585681);聚汇数据2024年需付费,故标null",
        "income": "全市居民人均可支配收入37535元见柳州市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61208.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比49.59%(10.46:39.95:49.59)见柳州市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/61208.html(红黑统计公报库收录官方公报文本)",
        "universities": "教育部《全国普通高等学校名单》(截至2024年6月20日),按学校所在地统计:https://www.moe.gov.cn/jyb_xxgk/s5743/s5744/A03/202406/t20240621_1136990.html(柳州7所);公报教育段未披露普通高校数",
        "students_wan": "柳州2024公报教育部分仅披露中职/普高/初中/小学数据,未披露普通高校在校生,标null",
        "shebao": "桂人社发〔2025〕42号:2025年度广西职工基本养老保险和失业保险缴费基数下限4143元/月。来源:广西人社厅官网 rst.gxzf.gov.cn/zwgk/xxgkzcfg/fgfxlm/t25983863.shtml",
        "house_income_ratio": "麟评2024百城报告报道未披露柳州具体值",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "partial",
      "total": 51.7,
      "grade": "C",
      "d1": 4,
      "d2": 9,
      "d3": 4,
      "d4": 4,
      "d5": 5,
      "d6": 9,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在汽车、钢铁、机械三大支柱产业的供应链配套服务，面向中小零部件企业的工艺文档、质量体系认证与工业机器人集成方案咨询。新能源汽车与锂电池产业链的检测选型、出海合规咨询，以及智能终端及机器人应用场景的内容营销，同样适合一人公司轻资产切入。",
      "industry_focus": "柳州是全国汽车产业示范基地和国家汽车零部件生产基地，已形成以汽车、钢铁、机械产业为龙头，智能终端及机器人、新能源、新材料等产业并存的产业体系。2024年全市规模以上工业中，装备制造业增加值增长9.9%、占规模以上工业增加值比重46.1%，高技术制造业增加值增长60.7%；新能源汽车产量增长75.6%，锂离子电池产量增长135.1%。（来源：《柳州市2024年国民经济和社会发展统计公报》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.25,
        "coverage_rate": 0.562,
        "verified": 4,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 7,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "students_wan"
        ],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "missing",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.44,
        "students_per_univ": null,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "桂林",
      "province": "广西",
      "region": "华南",
      "ind": {
        "gdp": 2517.39,
        "income": 34525.0,
        "tertiary_pct": 55.3,
        "universities": 15.0,
        "students_wan": 34.43,
        "shebao": 4143.0,
        "house_income_ratio": 5.9,
        "_house_note": "麟评2024报告:未披露具体值,归属<6的10城之一",
        "online": 1,
        "reg_days": 1,
        "opc_industries": 3
      },
      "flags": [
        "华南批",
        "online=est_1",
        "reg_days=est_1",
        "opc_industries=floor3(公报产业清单)"
      ],
      "src": {
        "gdp": "GDP2517.39亿元见桂林市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/67857.html(红黑统计公报库收录官方公报文本)",
        "retail": "2024公报仅披露'社会消费品零售总额比上年下降1.1%',未给绝对额(桂林2024年1-12月主要经济指标glsj/sjfb_2/tjsj页面需进一步核实),故标null",
        "income": "全市居民人均可支配收入34525元见桂林市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/67857.html(红黑统计公报库收录官方公报文本)",
        "tertiary_pct": "三产占比55.3%(26.1:18.6:55.3)见桂林市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/67857.html(红黑统计公报库收录官方公报文本)",
        "universities": "普通高等院校15所(不含军事院校)见桂林市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/67857.html(红黑统计公报库收录官方公报文本)",
        "students_wan": "高校在校生34.43万人(含研究生2.43万)见桂林市统计局《2024年国民经济和社会发展统计公报》:https://tjgb.hongheiku.com/djs/67857.html(红黑统计公报库收录官方公报文本)",
        "shebao": "桂人社发〔2025〕42号:2025年度广西职工基本养老保险和失业保险缴费基数下限4143元/月。来源:广西人社厅官网 rst.gxzf.gov.cn/zwgk/xxgkzcfg/fgfxlm/t25983863.shtml",
        "house_income_ratio": "麟评居住大数据研究院《2024年全国百城房价收入比调查研究报告》报道(新浪财经2025-02-27):深圳34.8;株洲4.1最低;株洲、遵义、德阳、桂林等10城低于6(桂林为低于6的10城之一,具体值未披露)",
        "subsidy": "未采集",
        "incubator": "公报未披露",
        "reg_days": "未采集",
        "online": "未采集",
        "digital_pct": "未采集",
        "opc_industries": "未采集",
        "opc_cost": "未采集"
      },
      "status": "ok",
      "total": 57.6,
      "grade": "C",
      "d1": 4,
      "d2": 9,
      "d3": 6,
      "d4": 4,
      "d5": 7,
      "d6": 10,
      "d7": 2,
      "d8": 2,
      "tier": "强地级市",
      "best_direction": "OPC机会集中在世界级旅游城市带动的文旅内容与数字服务，包括线路内容创作、多语种导览与民宿线上营销。依托本地汽车与电子设备制造业，面向中小企业的零部件选型资料、检测认证与跨境电商代运营服务，以及特色水果等农产品产业链的品牌内容与直播选品，同样适合一人公司轻资产切入。",
      "industry_focus": "桂林以打造世界级旅游城市为统揽，推动现代特色农业、先进制造业与现代服务业协同发展。2024年全市生产总值2517.39亿元、增长3.1%，规模以上工业增加值增长6.6%，其中高技术行业增加值增长10.2%；汽车制造业增加值增长43.8%，计算机通信和其他电子设备制造业增长45.8%，装备制造业增长18.4%。（来源：桂林市统计局《桂林经济稳字当头 向好前行》）",
      "conf": {
        "overall": "medium",
        "level": "medium",
        "verifiable_rate": 0.312,
        "coverage_rate": 0.625,
        "verified": 5,
        "partial": 1,
        "estimated": 4,
        "unsourced": 0,
        "missing": 6,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": true,
        "core_missing": [],
        "per_metric": {
          "gdp": "verified",
          "income": "verified",
          "retail": "missing",
          "opc_cost": "missing",
          "bookkeeping_fee": "missing",
          "shebao": "partial",
          "tertiary_pct": "verified",
          "digital_pct": "missing",
          "opc_industries": "estimated",
          "reg_days": "estimated",
          "online": "estimated",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "verified",
          "students_wan": "verified",
          "house_income_ratio": "estimated"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": 0.44,
        "students_per_univ": 2.3,
        "subsidy_months": null
      },
      "basis": "八维v4.0"
    },
    {
      "city": "香港",
      "province": "香港特别行政区",
      "region": "港澳台",
      "tier": "特别行政区",
      "ind": {
        "gdp": 29000,
        "retail": null,
        "income": null,
        "opc_cost": 22477,
        "shebao": 6461,
        "tertiary_pct": 93.6,
        "digital_pct": null,
        "opc_industries": 3,
        "reg_days": null,
        "online": null,
        "subsidy": null,
        "incubator": null,
        "universities": 12,
        "students_wan": null,
        "house_income_ratio": 14.4
      },
      "note": "香港特别行政区·香港政府统计处/HKTDC(2024):GDP 4073亿美元(折人民币·标注汇率)·服务业占GDP 93.6%·楼价收入比14.4(国际住房负担能力报告2024·创12年新低)·就业月收入中位数HK$20,500·强积金月入7,100港元以下免供款(制度值)·大学12所(具学位颁授)·生活费Numbeo换算(深圳2.4倍)",
      "sources": "香港政府统计处/HKTDC经贸概况2024;国际住房负担能力报告2024;积金局制度",
      "flags": [
        "港澳台口径·排名仅供参考"
      ],
      "D1": 9,
      "D2": 3,
      "D3": 7,
      "D4": 0,
      "D5": 6,
      "D6": 8,
      "total": 57.1,
      "grade": "C",
      "d7": null,
      "d8": null,
      "best_direction": "OPC机会集中在金融服务、专业服务与贸易物流等占比最高的行业，提供离岸架构与合规咨询、多语种财经内容与独立研究，以及面向中小贸易商的供应链与转口结算信息支持等跨境轻资产服务。文化及创意产业具备基础，面向品牌与独立创作者的数字化设计、IP运营与海外发行业务同样适合一人公司切入。",
      "industry_focus": "中国香港特别行政区经济以服务业为主导，金融服务、旅游、贸易及物流、专业服务及其他工商业支援服务构成四个传统主要行业。2024年金融服务增加值占本地生产总值26.2%，贸易及物流占18.9%，专业服务及其他工商业支援服务占10.3%，旅游占2.8%；四个主要行业合计增加值2024年为18119亿港元，占本地生产总值58.2%。（来源：中国香港特别行政区政府统计处《四个主要行业及其他选定行业》）",
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.438,
        "verified": 0,
        "partial": 0,
        "estimated": 1,
        "unsourced": 6,
        "missing": 9,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "income",
          "students_wan"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "missing",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "missing",
          "shebao": "unsourced",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "missing",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "missing",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "partial",
      "derived": {
        "cost_income_ratio": null,
        "market_cost_ratio": null,
        "students_per_univ": null,
        "subsidy_months": null
      },
      "basis": "六维v3.x(港澳台·未按八维重算)"
    },
    {
      "city": "澳门",
      "province": "澳门特别行政区",
      "region": "港澳台",
      "tier": "特别行政区",
      "ind": {
        "gdp": 3589,
        "retail": null,
        "income": 222304,
        "opc_cost": 12001,
        "shebao": null,
        "tertiary_pct": 95.1,
        "digital_pct": null,
        "opc_industries": 3,
        "reg_days": null,
        "online": null,
        "subsidy": null,
        "incubator": null,
        "universities": 10,
        "students_wan": 5.55,
        "house_income_ratio": 23.2
      },
      "note": "澳门特别行政区·澳门统计暨普查局(2024):GDP 4033亿澳门元(+8.8%实增)·第三产业占比95.1%(DSEC产业结构)·人均月收入20,815澳门元/人均月消费13,484澳门元(2023/24住户收支调查官方)·高校10所(4公6私)·在校生55,500(2023/24)·房价收入比23.2(2024全球数据)",
      "sources": "澳门统计暨普查局2024(政府公报/产业结构/住户收支调查);中央政府驻澳联络办(高教)",
      "flags": [
        "港澳台口径·排名仅供参考"
      ],
      "D1": 10,
      "D2": 3,
      "D3": 7,
      "D4": 0,
      "D5": 6,
      "D6": 6,
      "total": 57.6,
      "grade": "C",
      "d7": null,
      "d8": null,
      "best_direction": "OPC机会集中在综合旅游休闲业延伸的内容与数字化服务，包括面向旅客的多语种内容创作、目的地体验设计与酒店餐饮数字化运营。依托中医药大健康、会展商贸及文化体育等重点产业，面向中小机构的会展内容策划、中医药健康产品跨境电商选品与葡语市场对接服务，同样适合一人公司轻资产切入。",
      "industry_focus": "中国澳门特别行政区围绕“一中心、一平台、一基地”发展定位，有效落实“1+4”经济适度多元发展策略，做优做精做强综合旅游休闲业，加快发展中医药大健康产业、现代金融业、高新技术产业、会展商贸及文化体育等产业。2024年第三产业增加值总额占整体行业比重95.1%，非博彩行业增加值总额占整体增加值总额比重56.7%，较2019年上升7.8个百分点。（来源：中国澳门特别行政区政府统计暨普查局《2024年澳门特区产业结构》）",
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.5,
        "verified": 0,
        "partial": 0,
        "estimated": 1,
        "unsourced": 7,
        "missing": 8,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "shebao"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "missing",
          "shebao": "missing",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "missing",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "partial",
      "derived": {
        "cost_income_ratio": 64.8,
        "market_cost_ratio": null,
        "students_per_univ": 0.55,
        "subsidy_months": null
      },
      "basis": "六维v3.x(港澳台·未按八维重算)"
    },
    {
      "city": "台湾省",
      "province": "台湾省",
      "region": "港澳台",
      "tier": "省·全域统计",
      "ind": {
        "gdp": 56479,
        "retail": null,
        "income": 967251,
        "opc_cost": 6149,
        "shebao": null,
        "tertiary_pct": 62.1,
        "digital_pct": null,
        "opc_industries": 3,
        "reg_days": null,
        "online": null,
        "subsidy": null,
        "incubator": null,
        "universities": 151,
        "students_wan": 107.44,
        "house_income_ratio": 19.5
      },
      "note": "台湾省全域统计(2024):GDP 25.5万亿新台币(≈7932.4亿美元·台方统计/北京市台办《2024年台湾经济综述》)·每户可支配所得116.5万新台币(主计总处2024家庭收支调查·户均2.71人折算)·服务业占GDP 62.1%(主计总处口径·年份较早标注)·大专院校151所·在校生1,074,365人(教育部113学年度)·房价收入比19.5(台湾全域2024·Numbeo口径·台北26.67全省最高)·经常性薪资月均48,997新台币·人均月消费约6,149元(由官方每户消费88.87万/2.71人/12·汇率0.225折算)",
      "sources": "台方统计(北京市台办综述2024·GDP);主计总处家庭收支调查2024;教育部统计113学年度;Numbeo/市场先生2024",
      "flags": [
        "台湾省全域口径·D4未评估·排名仅供参考"
      ],
      "D1": 10,
      "D2": 3,
      "D3": 7,
      "D4": 0,
      "D5": 10,
      "D6": 7,
      "total": 62.6,
      "grade": "B",
      "d7": null,
      "d8": null,
      "best_direction": "OPC机会集中在电子及光学、电力及机械设备等制造业的跨境配套服务，面向中小企业的技术资料本地化、供应链选品与跨境合规咨询。依托较强的资讯电子与半导体产业基础，面向大陆及全球市场的元器件独立分销、技术内容创作与自动化测试方案咨询，同样适合一人公司轻资产切入。",
      "industry_focus": "中国台湾地区以外向型经济为主，2024年地区生产总值7969亿美元、增长4.84%。产业结构上，农林渔牧业增加值占地区生产总值1.47%，工业占39.78%，服务业占58.75%，工业中制造业占35.23%。制造业主要包括基础原物料产业、化学及生物技术医疗产业、交通工具产业、电力及机械设备、食品及纺织产业和电子及光学产业六大产业，半导体产业产值位列全球第二。（来源：商务部《对外投资合作国别（地区）指南·中国台湾（2025年版）》）",
      "conf": {
        "overall": "low",
        "level": "low",
        "verifiable_rate": 0.0,
        "coverage_rate": 0.5,
        "verified": 0,
        "partial": 0,
        "estimated": 1,
        "unsourced": 7,
        "missing": 8,
        "metric_total": 16,
        "core_metrics": [
          "gdp",
          "income",
          "tertiary_pct",
          "shebao",
          "universities",
          "students_wan"
        ],
        "core_complete": false,
        "core_missing": [
          "shebao"
        ],
        "per_metric": {
          "gdp": "unsourced",
          "income": "unsourced",
          "retail": "missing",
          "opc_cost": "estimated",
          "bookkeeping_fee": "missing",
          "shebao": "missing",
          "tertiary_pct": "unsourced",
          "digital_pct": "missing",
          "opc_industries": "unsourced",
          "reg_days": "missing",
          "online": "missing",
          "subsidy": "missing",
          "incubator": "missing",
          "universities": "unsourced",
          "students_wan": "unsourced",
          "house_income_ratio": "unsourced"
        },
        "legend": {
          "verified": "可核（官方来源）",
          "partial": "部分可核",
          "estimated": "推定",
          "unsourced": "有值但无来源登记",
          "missing": "无值"
        },
        "basis": "按「有无数值」与「有无来源」两轴确定性推导（R3 · 2026-09-14，见 opc_provenance.json）",
        "note": ""
      },
      "status": "partial",
      "derived": {
        "cost_income_ratio": 7.6,
        "market_cost_ratio": null,
        "students_per_univ": 0.71,
        "subsidy_months": null
      },
      "basis": "六维v3.x(港澳台·未按八维重算)"
    }
  ]
}