task_lite_clean_cn/107/metadata.json

{
  "absolute_id": 107,
  "language": "cn",
  "persona": "Operations Manager",
  "task": "公司需要制定下一年度的全球市场产品策略。请遍历 /全球业务/ 下的所有数据目录，综合各区域市场的订单数据、产品目录、物流分析和客户分群数据，完成以下分析：（1）对比5个市场（USCA、Asia Pacific、Europe、LATAM、Africa）的销售额和利润率；（2）分析各产品类目在不同市场的盈利表现；（3）评估物流成本对利润的影响；（4）对比不同客户分群的贡献度；（5）生成全球市场产品盈利策略报告 Global_Product_Strategy.md 保存到 /全球业务/ 目录下。",
  "task_diff": "困难（步骤超过10步且包含协同类型3）",
  "output_files": [
    "Global_Product_Strategy.md"
  ],
  "rubrics": [
    "报告文件 Global_Product_Strategy.md 是否成功生成并可正常读取？",
    "分析是否包含全部五个市场（USCA、Asia Pacific、Europe、LATAM、Africa）共 1000 条订单记录？",
    "报告中总销售额是否为 $1,710,971.47、总利润是否为 $288,920.44、整体利润率是否为 16.89%？",
    "报告中 Asia Pacific 销售额是否统计为 $800,511.75（最高），Africa 利润率是否统计为 23.91%（最高），LATAM 利润率是否统计为 14.78%（最低）？",
    "报告中 Europe 市场销售额是否统计为 $503,568.21，利润率 17.70%，USCA 利润率是否统计为 22.15%？",
    "报告中是否明确指出 Technology 类目整体利润率 19.16% 最高，Furniture 类目整体利润率 13.66% 最低？",
    "报告中 Office Supplies 类目整体利润率是否为 17.49%，位于 Technology 和 Furniture 之间？",
    "报告中是否正确统计总物流成本为 $272,384.90，占总销售额比例为 15.92%？",
    "报告中 Standard Class 物流是否标注平均成本 $219.75，平均配送 4.92 天；Same Day 是否标注平均成本 $333.80，平均配送 0.02 天？",
    "报告中 First Class 和 Second Class 的订单数、平均成本、配送天数数据是否准确呈现？",
    "报告中 Consumer 客户分群是否标注销售额 $873,512.42，利润率 18.11%（最高贡献）？",
    "报告中 Home Office 客户分群是否标注利润率 13.34%（最低），平均折扣 0.0971（最高折扣）？",
    "报告中 Corporate 客户分群数据是否标注订单量 300，销售额 $524,287.05，利润率 16.96%？",
    "报告中高折扣区间 (>20%) 是否标注 101 个订单，整体利润率 -35.00%（整体亏损）？",
    "报告中是否包含五个市场每个市场各产品类目的销售额、利润、利润率细分表格？",
    "报告中是否针对市场拓展提出具体建议（深耕Asia Pacific、保持Africa优势、改善LATAM利润率）？",
    "报告中是否针对产品组合提出具体建议（优先推广Technology、重新评估Furniture定价）？",
    "报告中是否针对物流成本优化提出具体建议（引导非紧急订单使用 Standard Class、Same Day 仅限高价值高利润订单使用）？",
    "报告中是否针对客户分群管理提出具体建议（重点服务Consumer、收紧Home Office折扣）？",
    "报告中是否针对折扣政策提出具体建议（禁止超过20%无审批折扣，高折扣导致亏损）",
    "报告最后是否总结概括：高吸引力市场（Africa/USCA）、最盈利类目（Technology）、最大成本因素（物流）、四大政策修正方向？",
    "分析报告是否综合了市场、产品、物流、客户四个维度的数据分析结果，而不仅仅是数据罗列？",
    "最终策略建议是否基于数据分析结果提出，每个建议都对应前面分析发现的问题？",
    "报告是否明确给出整体利润率提升 2-4 个百分点至 19%-21% 的预期目标？",
    "报告是否针对高折扣订单提出建立管理层审批机制的管控建议？"
  ],
  "rubric_types": [
    "基础评估",
    "基础评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "结果评估",
    "过程评估",
    "过程评估",
    "结果评估",
    "结果评估"
  ],
  "file_dep_graph": [
    {
      "from": "Africa_orders.csv",
      "to": "product_info.csv"
    },
    {
      "from": "Asia_Pacific_orders.csv",
      "to": "product_info.csv"
    },
    {
      "from": "Europe_orders.csv",
      "to": "product_info.csv"
    },
    {
      "from": "LATAM_orders.csv",
      "to": "product_info.csv"
    },
    {
      "from": "USCA_orders.csv",
      "to": "product_info.csv"
    },
    {
      "from": "Africa_orders.csv",
      "to": "shipping_by_mode.csv"
    },
    {
      "from": "Asia_Pacific_orders.csv",
      "to": "shipping_by_mode.csv"
    },
    {
      "from": "Europe_orders.csv",
      "to": "shipping_by_mode.csv"
    },
    {
      "from": "LATAM_orders.csv",
      "to": "shipping_by_mode.csv"
    },
    {
      "from": "USCA_orders.csv",
      "to": "shipping_by_mode.csv"
    },
    {
      "from": "Africa_orders.csv",
      "to": "segment_performance.csv"
    },
    {
      "from": "Asia_Pacific_orders.csv",
      "to": "segment_performance.csv"
    },
    {
      "from": "Europe_orders.csv",
      "to": "segment_performance.csv"
    },
    {
      "from": "LATAM_orders.csv",
      "to": "segment_performance.csv"
    },
    {
      "from": "USCA_orders.csv",
      "to": "segment_performance.csv"
    },
    {
      "from": "Africa_orders.csv",
      "to": "priority_codebook.txt"
    },
    {
      "from": "Asia_Pacific_orders.csv",
      "to": "priority_codebook.txt"
    },
    {
      "from": "Europe_orders.csv",
      "to": "priority_codebook.txt"
    },
    {
      "from": "LATAM_orders.csv",
      "to": "priority_codebook.txt"
    },
    {
      "from": "USCA_orders.csv",
      "to": "priority_codebook.txt"
    }
  ],
  "data_manifest": [
    {
      "filename": "shipping_by_mode.csv",
      "stored_relpath": "data/1922a7d1f651bf42_shipping_by_mode.csv"
    },
    {
      "filename": "priority_codebook.txt",
      "stored_relpath": "data/5033d8d25338cd67_priority_codebook.txt"
    },
    {
      "filename": "LATAM_orders.csv",
      "stored_relpath": "data/546ca18eff919035_LATAM_orders.csv"
    },
    {
      "filename": "Africa_orders.csv",
      "stored_relpath": "data/7c0b74268c52b75a_Africa_orders.csv"
    },
    {
      "filename": "Asia_Pacific_orders.csv",
      "stored_relpath": "data/8c9aaeae2e3f3402_Asia_Pacific_orders.csv"
    },
    {
      "filename": "USCA_orders.csv",
      "stored_relpath": "data/a0931573a257d766_USCA_orders.csv"
    },
    {
      "filename": "product_info.csv",
      "stored_relpath": "data/a508c5c50582a72e_product_info.csv"
    },
    {
      "filename": "Europe_orders.csv",
      "stored_relpath": "data/b132f6dc46fe5894_Europe_orders.csv"
    },
    {
      "filename": "segment_performance.csv",
      "stored_relpath": "data/f20fce60c51dc2bd_segment_performance.csv"
    }
  ],
  "tested_capabilities": [
    "Workspace Exploration",
    "Result-Providing Files Utilization",
    "Lineage Tracing",
    "Semantic Content Relations Understanding",
    "Heterogeneous File Understanding"
  ]
}