{
  "date": "2026-07-06",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-07-06",
        "cost": 54.5601,
        "acp_interactions": 84,
        "workspace_count": 28,
        "active_users": 19
      }
    ],
    "team_cost_bar": [
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 13.3707,
        "acp_interactions": 33,
        "workspace_count": 6,
        "active_users": 3
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 12.5867,
        "acp_interactions": 25,
        "workspace_count": 5,
        "active_users": 5
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 11.2682,
        "acp_interactions": 1,
        "workspace_count": 4,
        "active_users": 1
      },
      {
        "team": "Database Service Engineering",
        "team_path": "Engineering Group / Database Service Engineering",
        "cost": 6.6036,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "cost": 3.6347,
        "acp_interactions": 3,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "Scalable SQL & Data Service",
        "team_path": "Engineering Group / Database Service Engineering / Scalable SQL & Data Service",
        "cost": 2.8536,
        "acp_interactions": 11,
        "workspace_count": 3,
        "active_users": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "cost": 1.5346,
        "acp_interactions": 5,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "cost": 0.8499,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Global Control",
        "team_path": "Engineering Group / Service Orchestration Engineering / Global Control",
        "cost": 0.6286,
        "acp_interactions": 2,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "cost": 0.6227,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "cost": 0.4138,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "cost": 0.1516,
        "acp_interactions": 3,
        "workspace_count": 2,
        "active_users": 1
      },
      {
        "team": "(unknown)",
        "team_path": "(unknown)",
        "cost": 0.0,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 0
      }
    ],
    "team_ratio_scatter": [
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 5.5,
        "y": 0.4052,
        "size": 6,
        "cost": 13.3707
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 5.0,
        "y": 0.5035,
        "size": 5,
        "cost": 12.5867
      },
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 0.25,
        "y": 11.2682,
        "size": 4,
        "cost": 11.2682
      },
      {
        "team": "Database Service Engineering",
        "team_path": "Engineering Group / Database Service Engineering",
        "x": 1.0,
        "y": 6.6036,
        "size": 1,
        "cost": 6.6036
      },
      {
        "team": "TiDB Scalability Service",
        "team_path": "Engineering Group / Database Service Engineering / TiDB Scalability Service",
        "x": 1.5,
        "y": 1.2116,
        "size": 2,
        "cost": 3.6347
      },
      {
        "team": "Scalable SQL & Data Service",
        "team_path": "Engineering Group / Database Service Engineering / Scalable SQL & Data Service",
        "x": 3.6667,
        "y": 0.2594,
        "size": 3,
        "cost": 2.8536
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "x": 5.0,
        "y": 0.3069,
        "size": 1,
        "cost": 1.5346
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 1.0,
        "y": 0.8499,
        "size": 1,
        "cost": 0.8499
      },
      {
        "team": "Global Control",
        "team_path": "Engineering Group / Service Orchestration Engineering / Global Control",
        "x": 2.0,
        "y": 0.3143,
        "size": 1,
        "cost": 0.6286
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "x": 1.0,
        "y": 0.6227,
        "size": 1,
        "cost": 0.6227
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "x": 1.0,
        "y": 0.4138,
        "size": 1,
        "cost": 0.4138
      },
      {
        "team": "Efficiency & Quality",
        "team_path": "Engineering Group / Database Service Engineering / Efficiency & Quality",
        "x": 1.5,
        "y": 0.0505,
        "size": 2,
        "cost": 0.1516
      },
      {
        "team": "(unknown)",
        "team_path": "(unknown)",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 0.0
      }
    ],
    "message_category_stack": [
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 35
      },
      {
        "team": "Intelligent Support",
        "category": "产出物迭代",
        "count": 4
      },
      {
        "team": "Intelligent Support",
        "category": "查询纠偏",
        "count": 3
      },
      {
        "team": "Intelligent Support",
        "category": "流程控制/确认",
        "count": 15
      },
      {
        "team": "Intelligent Support",
        "category": "背景补充",
        "count": 4
      },
      {
        "team": "Intelligent Support",
        "category": "解释追问",
        "count": 28
      },
      {
        "team": "Intelligent Support",
        "category": "诊断启动",
        "count": 17
      },
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 51
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 21
      },
      {
        "team": "Technical Service",
        "category": "未归类",
        "count": 3
      },
      {
        "team": "Technical Service",
        "category": "查询纠偏",
        "count": 3
      },
      {
        "team": "Technical Service",
        "category": "背景补充",
        "count": 5
      },
      {
        "team": "Technical Service",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "KV Service",
        "category": "Ad hoc 查询",
        "count": 4
      },
      {
        "team": "KV Service",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "KV Service",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Database Service Engineering",
        "category": "Ad hoc 查询",
        "count": 6
      },
      {
        "team": "Database Service Engineering",
        "category": "产出物迭代",
        "count": 3
      },
      {
        "team": "Database Service Engineering",
        "category": "查询纠偏",
        "count": 1
      },
      {
        "team": "Database Service Engineering",
        "category": "解释追问",
        "count": 3
      },
      {
        "team": "TiDB Scalability Service",
        "category": "Ad hoc 查询",
        "count": 8
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "Ad hoc 查询",
        "count": 6
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "流程控制/确认",
        "count": 6
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "背景补充",
        "count": 2
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "解释追问",
        "count": 4
      },
      {
        "team": "Scalable SQL & Data Service",
        "category": "诊断启动",
        "count": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 8
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "解释追问",
        "count": 2
      },
      {
        "team": "Technical Account Management",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Global Control",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "产出物迭代",
        "count": 4
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Efficiency & Quality",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Efficiency & Quality",
        "category": "产出物迭代",
        "count": 1
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "bear.c@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 6.6036,
        "mode": "低频低轮次"
      },
      {
        "user_email": "chenqingjing@pingcap.com",
        "x": 1,
        "y": 5.0,
        "cost": 1.5346,
        "mode": "低频高轮次"
      },
      {
        "user_email": "fangdong.jia@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.6286,
        "mode": "低频低轮次"
      },
      {
        "user_email": "lingtao.li@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.4138,
        "mode": "低频低轮次"
      },
      {
        "user_email": "peiliang.liu@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.8499,
        "mode": "低频低轮次"
      },
      {
        "user_email": "ruihao.chen@pingcap.com",
        "x": 2,
        "y": 4.5,
        "cost": 2.1095,
        "mode": "高频高轮次"
      },
      {
        "user_email": "shaoxiqian@pingcap.com",
        "x": 2,
        "y": 1.5,
        "cost": 0.1516,
        "mode": "高频低轮次"
      },
      {
        "user_email": "shentaining@pingcap.com",
        "x": 4,
        "y": 0.25,
        "cost": 11.2682,
        "mode": "高频低轮次"
      },
      {
        "user_email": "shigeyuki.fujishima@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 1.0413,
        "mode": "低频低轮次"
      },
      {
        "user_email": "sihao.yu@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.6227,
        "mode": "低频低轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 1,
        "y": 22.0,
        "cost": 7.9088,
        "mode": "低频高轮次"
      },
      {
        "user_email": "wai.ho@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.099,
        "mode": "低频低轮次"
      },
      {
        "user_email": "xuchengxuan@pingcap.com",
        "x": 2,
        "y": 1.5,
        "cost": 3.6347,
        "mode": "高频低轮次"
      },
      {
        "user_email": "yahonda@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 1.3621,
        "mode": "低频低轮次"
      },
      {
        "user_email": "yan.zhou@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 1.0965,
        "mode": "低频低轮次"
      },
      {
        "user_email": "yikai.puah@pingcap.com",
        "x": 4,
        "y": 8.0,
        "cost": 10.2543,
        "mode": "高频高轮次"
      },
      {
        "user_email": "zhangming@pingcap.com",
        "x": 1,
        "y": 2.0,
        "cost": 0.7441,
        "mode": "低频低轮次"
      },
      {
        "user_email": "zhigang.du@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 1.178,
        "mode": "低频低轮次"
      },
      {
        "user_email": "zhipeng.su@pingcap.com",
        "x": 1,
        "y": 0.0,
        "cost": 3.0174,
        "mode": "低频低轮次"
      }
    ]
  }
}
