{
  "status": "ok",
  "latest_dates": {
    "cn": "2026-08-03",
    "us": "2026-06-30"
  },
  "methodology": "Sector aggregation of latest-month OOS model scores + calibrated P(up), per region's own latest PIT-aligned date (US and CN panels may end on different months). US sectors from EDGAR SIC (public domain, industry-level); A-share sectors are CSRC industry classification (\u8bc1\u76d1\u4f1a\u884c\u4e1a\u5206\u7c7b, via baostock \u2014 free anonymous API, BSD client; 7-gate: docs/data-intake-baostock-industry.md), falling back to exchange-board tier (\u79d1\u521b\u677f/\u521b\u4e1a\u677f/\u4e3b\u677f/\u5317\u4ea4\u6240) where industry is missing. Sectors with <3 stocks dropped. Display-only, NOT a research claim.",
  "n_sectors": 111,
  "top_favored": [
    {
      "sector": "Natural Gas Transmission",
      "n_stocks": 3,
      "mean_score": 0.658,
      "mean_prob_up": 0.484,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Wholesale-Drugs, Proprietaries & Druggists' Sundries",
      "n_stocks": 3,
      "mean_score": 0.636,
      "mean_prob_up": 0.485,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Electric & Other Services Combined",
      "n_stocks": 12,
      "mean_score": 0.628,
      "mean_prob_up": 0.485,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Air Transportation, Scheduled",
      "n_stocks": 3,
      "mean_score": 0.56,
      "mean_prob_up": 0.487,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Insurance Agents, Brokers & Service",
      "n_stocks": 5,
      "mean_score": 0.515,
      "mean_prob_up": 0.489,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Fire, Marine & Casualty Insurance",
      "n_stocks": 11,
      "mean_score": 0.457,
      "mean_prob_up": 0.49,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Water Transportation",
      "n_stocks": 3,
      "mean_score": 0.435,
      "mean_prob_up": 0.491,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Unclassified",
      "n_stocks": 51,
      "mean_score": 0.416,
      "mean_prob_up": 0.447,
      "regions": [
        "cn",
        "us"
      ]
    }
  ],
  "least_favored": [
    {
      "sector": "State Commercial Banks",
      "n_stocks": 5,
      "mean_score": -1.276,
      "mean_prob_up": 0.545,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: R87\u5e7f\u64ad\u3001\u7535\u89c6\u3001\u7535\u5f71\u548c\u5f55\u97f3\u5236\u4f5c\u4e1a",
      "n_stocks": 7,
      "mean_score": -1.118,
      "mean_prob_up": 0.453,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Life Insurance",
      "n_stocks": 3,
      "mean_score": -1.092,
      "mean_prob_up": 0.539,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "National Commercial Banks",
      "n_stocks": 11,
      "mean_score": -1.08,
      "mean_prob_up": 0.539,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: I64\u4e92\u8054\u7f51\u548c\u76f8\u5173\u670d\u52a1",
      "n_stocks": 15,
      "mean_score": -1.079,
      "mean_prob_up": 0.453,
      "regions": [
        "cn"
      ]
    }
  ],
  "all_sectors": [
    {
      "sector": "Natural Gas Transmission",
      "n_stocks": 3,
      "mean_score": 0.658,
      "mean_prob_up": 0.484,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Wholesale-Drugs, Proprietaries & Druggists' Sundries",
      "n_stocks": 3,
      "mean_score": 0.636,
      "mean_prob_up": 0.485,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Electric & Other Services Combined",
      "n_stocks": 12,
      "mean_score": 0.628,
      "mean_prob_up": 0.485,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Air Transportation, Scheduled",
      "n_stocks": 3,
      "mean_score": 0.56,
      "mean_prob_up": 0.487,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Insurance Agents, Brokers & Service",
      "n_stocks": 5,
      "mean_score": 0.515,
      "mean_prob_up": 0.489,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Fire, Marine & Casualty Insurance",
      "n_stocks": 11,
      "mean_score": 0.457,
      "mean_prob_up": 0.49,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Water Transportation",
      "n_stocks": 3,
      "mean_score": 0.435,
      "mean_prob_up": 0.491,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Unclassified",
      "n_stocks": 51,
      "mean_score": 0.416,
      "mean_prob_up": 0.447,
      "regions": [
        "cn",
        "us"
      ]
    },
    {
      "sector": "Semiconductors & Related Devices",
      "n_stocks": 15,
      "mean_score": 0.407,
      "mean_prob_up": 0.492,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: B07\u77f3\u6cb9\u548c\u5929\u7136\u6c14\u5f00\u91c7\u4e1a",
      "n_stocks": 5,
      "mean_score": 0.395,
      "mean_prob_up": 0.443,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: J66\u8d27\u5e01\u91d1\u878d\u670d\u52a1",
      "n_stocks": 30,
      "mean_score": 0.393,
      "mean_prob_up": 0.443,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Electric Services",
      "n_stocks": 14,
      "mean_score": 0.363,
      "mean_prob_up": 0.493,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Food and Kindred Products",
      "n_stocks": 3,
      "mean_score": 0.362,
      "mean_prob_up": 0.493,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Television Broadcasting Stations",
      "n_stocks": 3,
      "mean_score": 0.354,
      "mean_prob_up": 0.494,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Beverages",
      "n_stocks": 4,
      "mean_score": 0.329,
      "mean_prob_up": 0.494,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Petroleum Refining",
      "n_stocks": 6,
      "mean_score": 0.29,
      "mean_prob_up": 0.496,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Electronic Computers",
      "n_stocks": 3,
      "mean_score": 0.269,
      "mean_prob_up": 0.496,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Services-Computer Programming Services",
      "n_stocks": 3,
      "mean_score": 0.186,
      "mean_prob_up": 0.499,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Services-Computer Processing & Data Preparation",
      "n_stocks": 3,
      "mean_score": 0.161,
      "mean_prob_up": 0.5,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Crude Petroleum & Natural Gas",
      "n_stocks": 7,
      "mean_score": 0.159,
      "mean_prob_up": 0.5,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C39\u8ba1\u7b97\u673a\u3001\u901a\u4fe1\u548c\u5176\u4ed6\u7535\u5b50\u8bbe\u5907\u5236\u9020\u4e1a",
      "n_stocks": 96,
      "mean_score": 0.123,
      "mean_prob_up": 0.445,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: D45\u71c3\u6c14\u751f\u4ea7\u548c\u4f9b\u5e94\u4e1a",
      "n_stocks": 4,
      "mean_score": 0.09,
      "mean_prob_up": 0.445,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Computer Storage Devices",
      "n_stocks": 3,
      "mean_score": 0.072,
      "mean_prob_up": 0.503,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: G53\u94c1\u8def\u8fd0\u8f93\u4e1a",
      "n_stocks": 4,
      "mean_score": 0.061,
      "mean_prob_up": 0.445,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Soap, Detergents, Cleang Preparations, Perfumes, Cosmetics",
      "n_stocks": 3,
      "mean_score": 0.06,
      "mean_prob_up": 0.503,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Computer & office Equipment",
      "n_stocks": 3,
      "mean_score": 0.029,
      "mean_prob_up": 0.504,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Services-Prepackaged Software",
      "n_stocks": 18,
      "mean_score": 0.012,
      "mean_prob_up": 0.504,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C18\u7eba\u7ec7\u670d\u88c5\u3001\u670d\u9970\u4e1a",
      "n_stocks": 6,
      "mean_score": 0.007,
      "mean_prob_up": 0.446,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Perfumes, Cosmetics & Other Toilet Preparations",
      "n_stocks": 3,
      "mean_score": -0.062,
      "mean_prob_up": 0.507,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Services-Computer Programming, Data Processing, Etc.",
      "n_stocks": 6,
      "mean_score": -0.078,
      "mean_prob_up": 0.507,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: G54\u9053\u8def\u8fd0\u8f93\u4e1a",
      "n_stocks": 16,
      "mean_score": -0.081,
      "mean_prob_up": 0.446,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: B06\u7164\u70ad\u5f00\u91c7\u548c\u6d17\u9009\u4e1a",
      "n_stocks": 21,
      "mean_score": -0.084,
      "mean_prob_up": 0.446,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Security & Commodity Brokers, Dealers, Exchanges & Services",
      "n_stocks": 4,
      "mean_score": -0.167,
      "mean_prob_up": 0.51,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Services-Computer Integrated Systems Design",
      "n_stocks": 3,
      "mean_score": -0.181,
      "mean_prob_up": 0.51,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Finance Services",
      "n_stocks": 3,
      "mean_score": -0.184,
      "mean_prob_up": 0.511,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: G55\u6c34\u4e0a\u8fd0\u8f93\u4e1a",
      "n_stocks": 14,
      "mean_score": -0.198,
      "mean_prob_up": 0.447,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: D46\u6c34\u7684\u751f\u4ea7\u548c\u4f9b\u5e94\u4e1a",
      "n_stocks": 5,
      "mean_score": -0.225,
      "mean_prob_up": 0.447,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: S91\u7efc\u5408",
      "n_stocks": 3,
      "mean_score": -0.23,
      "mean_prob_up": 0.447,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Retail-Eating  Places",
      "n_stocks": 4,
      "mean_score": -0.245,
      "mean_prob_up": 0.512,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: B11\u5f00\u91c7\u4e13\u4e1a\u53ca\u8f85\u52a9\u6027\u6d3b\u52a8",
      "n_stocks": 5,
      "mean_score": -0.245,
      "mean_prob_up": 0.447,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C22\u9020\u7eb8\u548c\u7eb8\u5236\u54c1\u4e1a",
      "n_stocks": 5,
      "mean_score": -0.253,
      "mean_prob_up": 0.447,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Pharmaceutical Preparations",
      "n_stocks": 11,
      "mean_score": -0.294,
      "mean_prob_up": 0.514,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C13\u519c\u526f\u98df\u54c1\u52a0\u5de5\u4e1a",
      "n_stocks": 10,
      "mean_score": -0.314,
      "mean_prob_up": 0.448,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C15\u9152\u3001\u996e\u6599\u548c\u7cbe\u5236\u8336\u5236\u9020\u4e1a",
      "n_stocks": 18,
      "mean_score": -0.331,
      "mean_prob_up": 0.448,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C33\u91d1\u5c5e\u5236\u54c1\u4e1a",
      "n_stocks": 5,
      "mean_score": -0.332,
      "mean_prob_up": 0.448,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C14\u98df\u54c1\u5236\u9020\u4e1a",
      "n_stocks": 9,
      "mean_score": -0.342,
      "mean_prob_up": 0.448,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Motor Vehicles & Passenger Car Bodies",
      "n_stocks": 4,
      "mean_score": -0.35,
      "mean_prob_up": 0.516,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: D44\u7535\u529b\u3001\u70ed\u529b\u751f\u4ea7\u548c\u4f9b\u5e94\u4e1a",
      "n_stocks": 37,
      "mean_score": -0.368,
      "mean_prob_up": 0.448,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Electronic & Other Electrical Equipment (No Computer Equip)",
      "n_stocks": 4,
      "mean_score": -0.37,
      "mean_prob_up": 0.516,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Hospital & Medical Service Plans",
      "n_stocks": 6,
      "mean_score": -0.379,
      "mean_prob_up": 0.517,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: R86\u65b0\u95fb\u548c\u51fa\u7248\u4e1a",
      "n_stocks": 7,
      "mean_score": -0.379,
      "mean_prob_up": 0.448,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Services-Commercial Physical & Biological Research",
      "n_stocks": 3,
      "mean_score": -0.423,
      "mean_prob_up": 0.518,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: F52\u96f6\u552e\u4e1a",
      "n_stocks": 13,
      "mean_score": -0.434,
      "mean_prob_up": 0.449,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Real Estate Investment Trusts",
      "n_stocks": 26,
      "mean_score": -0.436,
      "mean_prob_up": 0.518,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Plastic Materials, Synth Resins & Nonvulcan Elastomers",
      "n_stocks": 4,
      "mean_score": -0.444,
      "mean_prob_up": 0.519,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Computer Communications Equipment",
      "n_stocks": 3,
      "mean_score": -0.449,
      "mean_prob_up": 0.519,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C35\u4e13\u7528\u8bbe\u5907\u5236\u9020\u4e1a",
      "n_stocks": 31,
      "mean_score": -0.492,
      "mean_prob_up": 0.449,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Cable & Other Pay Television Services",
      "n_stocks": 3,
      "mean_score": -0.495,
      "mean_prob_up": 0.52,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "General Industrial Machinery & Equipment",
      "n_stocks": 3,
      "mean_score": -0.506,
      "mean_prob_up": 0.521,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: G60\u90ae\u653f\u4e1a",
      "n_stocks": 4,
      "mean_score": -0.511,
      "mean_prob_up": 0.449,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C25\u77f3\u6cb9\u3001\u7164\u70ad\u53ca\u5176\u4ed6\u71c3\u6599\u52a0\u5de5\u4e1a",
      "n_stocks": 5,
      "mean_score": -0.512,
      "mean_prob_up": 0.449,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Retail-Variety Stores",
      "n_stocks": 5,
      "mean_score": -0.514,
      "mean_prob_up": 0.521,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C32\u6709\u8272\u91d1\u5c5e\u51b6\u70bc\u548c\u538b\u5ef6\u52a0\u5de5\u4e1a",
      "n_stocks": 29,
      "mean_score": -0.523,
      "mean_prob_up": 0.449,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C27\u533b\u836f\u5236\u9020\u4e1a",
      "n_stocks": 50,
      "mean_score": -0.553,
      "mean_prob_up": 0.449,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Air-Cond & Warm Air Heatg Equip & Comm & Indl Refrig Equip",
      "n_stocks": 3,
      "mean_score": -0.554,
      "mean_prob_up": 0.522,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Biological Products, (No Diagnostic Substances)",
      "n_stocks": 5,
      "mean_score": -0.584,
      "mean_prob_up": 0.523,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: A03\u755c\u7267\u4e1a",
      "n_stocks": 4,
      "mean_score": -0.585,
      "mean_prob_up": 0.45,
      "regions": [
        "cn"
      ]
    },
    {
      "sector": "Retail-Lumber & Other Building Materials Dealers",
      "n_stocks": 3,
      "mean_score": -0.595,
      "mean_prob_up": 0.523,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "Services-Business Services, NEC",
      "n_stocks": 15,
      "mean_score": -0.599,
      "mean_prob_up": 0.524,
      "regions": [
        "us"
      ]
    },
    {
      "sector": "\u8bc1\u76d1\u4f1a: C26\u5316\u5b66\u539f\u6599\u548c\u5316\u5b66\u5236\u54c1\u5236\u9020\u4e1a",
      "n_stocks": 34,
      "mean_score": -0.611,
      "mean_prob_up": 0.45,
      "regions": [
        "cn"
      ]
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}