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gaokao-volunteer-system/data/crowd_db/beijing.json
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feat(rules): Phase1 - 提前批军校/公安 + 专项计划规则补充 
数据层:
1. special_programs.json: 新增2个项目（军校本科提前批+公安院校本科提前批）
   总项目数从12提升到14
2. special_programs_rules.json: 新增11条规则
   - 军校: 年龄限制+军检+政审+分数优势 (4条)
   - 公安: 体能测试+联考入警率+公安专业vs非公安专业 (3条)
   - 专项计划: 国家专项资格+地方专项资格+高校专项报名+降分对比 (4条)
   总规则数从23提升到34
3. crowd_db 31省JSON: 新增军校(29省)+公安院校(30省) program_type标记

代码层:
4. special_programs_loader.py: 新增4个查询接口
   - list_programs_by_batch(按批次筛选)
   - list_programs_by_category(按类别筛选)
   - list_categories(列出所有类别)
   - get_rules_by_category(按类别获取规则)

前端层:
5. 政策中心页增加'提前批与专项计划'板块
   含7类特殊招生类型说明

测试: 60+15=75 passed
2026-06-29 07:50:19 +08:00

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{
"province": "北京",
"last_updated": "2026-06-25",
"data_year": 2025,
"source": "北京 crowd_db 可用版人工结构化摘要（2025 官方分数线锚点 + 本地重点高校常见报考池 + 国家专业目录 MVP 子集），2026-06-24",
"source_url": "https://www.bjeea.cn/",
"source_type": "manual_summary",
"confidence": 0.82,
"score_ranges": [
{
"range": [
680,
750
],
"note": "清北顶尖段",
"recommendations": [
{
"name": "北京大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "中国人民大学",
"major": "经济学",
"score": 86
},
{
"name": "清华大学",
"major": "电子信息工程",
"score": 84
},
{
"name": "北京师范大学",
"major": "临床医学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "军校"
},
{
"name": "清华大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京师范大学",
"major": "教育学",
"score": 86
},
{
"name": "北京理工大学",
"major": "车辆工程",
"score": 84
},
{
"name": "北京大学",
"major": "计算机科学与技术",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "公安院校"
},
{
"name": "中国人民大学",
"major": "法学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京航空航天大学",
"major": "飞行器动力工程",
"score": 86
},
{
"name": "中央财经大学",
"major": "财政学",
"score": 84
},
{
"name": "北京大学",
"major": "法学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京航空航天大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 8,
"alternatives": [
{
"name": "清华大学",
"major": "计算机科学与技术",
"score": 96
},
{
"name": "北京大学",
"major": "计算机科学与技术",
"score": 95
},
{
"name": "中国人民大学",
"major": "计算机科学与技术",
"frequency": 1,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 6,
"score": 25
}
],
"program_type": null
},
{
"name": "北京理工大学",
"major": "电子信息类",
"frequency": 2,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 7,
"alternatives": [
{
"name": "北京航空航天大学",
"major": "电子信息类",
"score": 93
},
{
"name": "北京邮电大学",
"major": "电子信息类",
"score": 91
},
{
"name": "北京大学",
"major": "电子信息类",
"frequency": 1,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 5,
"score": 25
}
],
"program_type": null
},
{
"name": "北京联合大学",
"major": "档案学",
"subject_requirements": {
"preferred_subject": "历史",
"reselect_subject": [],
"note": "首选历史"
},
"program_type": null,
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "北京大学",
"major": "历史学",
"subject_requirements": {
"preferred_subject": "历史",
"reselect_subject": [],
"note": "首选历史"
},
"program_type": null,
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "北京建筑大学",
"major": "城乡规划",
"subject_requirements": {
"preferred_subject": "物理",
"reselect_subject": [],
"note": "首选物理"
},
"program_type": null,
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "中国人民大学",
"major": "哲学",
"subject_requirements": {
"preferred_subject": "历史",
"reselect_subject": [],
"note": "首选历史"
},
"program_type": null,
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 0,
"alternatives": []
}
]
},
{
"range": [
640,
679
],
"note": "顶尖985段",
"recommendations": [
{
"name": "北京师范大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "中国政法大学",
"major": "政治学与行政学",
"score": 86
},
{
"name": "北京邮电大学",
"major": "通信工程",
"score": 84
},
{
"name": "北京大学",
"major": "汉语言文学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "师范教育类"
},
{
"name": "北京理工大学",
"major": "自动化",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都医科大学",
"major": "口腔医学",
"score": 86
},
{
"name": "北京工业大学",
"major": "自动化",
"score": 84
},
{
"name": "北京大学",
"major": "自动化",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京航空航天大学",
"major": "电子信息工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都师范大学",
"major": "英语",
"score": 86
},
{
"name": "北京大学",
"major": "信息管理与信息系统",
"score": 84
},
{
"name": "清华大学",
"major": "电子信息工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "中国人民大学",
"major": "经济学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"豆包"
],
"predicted_increase": 7,
"alternatives": [
{
"name": "北京大学",
"major": "经济学",
"score": 94
},
{
"name": "中央财经大学",
"major": "经济学",
"score": 90
},
{
"name": "清华大学",
"major": "经济学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"豆包"
],
"predicted_increase": 5,
"score": 50
}
],
"program_type": null
},
{
"name": "北京师范大学",
"major": "心理学",
"frequency": 2,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 6,
"alternatives": [
{
"name": "北京大学",
"major": "心理学",
"score": 93
},
{
"name": "首都师范大学",
"major": "心理学",
"score": 87
},
{
"name": "清华大学",
"major": "心理学",
"frequency": 1,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 4,
"score": 25
}
],
"program_type": "师范教育类"
}
]
},
{
"range": [
600,
639
],
"note": "985/211高段",
"recommendations": [
{
"name": "对外经济贸易大学",
"major": "金融学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "清华大学",
"major": "电子信息工程",
"score": 86
},
{
"name": "中国人民大学",
"major": "经济学",
"score": 84
},
{
"name": "北京大学",
"major": "金融学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "中央财经大学",
"major": "会计学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京师范大学",
"major": "教育学",
"score": 86
},
{
"name": "北京理工大学",
"major": "车辆工程",
"score": 84
},
{
"name": "北京大学",
"major": "会计学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "中国政法大学",
"major": "法学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京航空航天大学",
"major": "飞行器动力工程",
"score": 86
},
{
"name": "中央财经大学",
"major": "财政学",
"score": 84
},
{
"name": "北京大学",
"major": "法学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京邮电大学",
"major": "通信工程",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 6,
"alternatives": [
{
"name": "北京理工大学",
"major": "通信工程",
"score": 90
},
{
"name": "北京航空航天大学",
"major": "通信工程",
"score": 91
},
{
"name": "北京大学",
"major": "通信工程",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 4,
"score": 50
}
],
"program_type": null
},
{
"name": "对外经济贸易大学",
"major": "国际经济与贸易",
"frequency": 2,
"platforms": [
"千问",
"豆包"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "中央财经大学",
"major": "国际经济与贸易",
"score": 89
},
{
"name": "中国人民大学",
"major": "国际经济与贸易",
"score": 92
},
{
"name": "北京大学",
"major": "国际经济与贸易",
"frequency": 1,
"platforms": [
"千问",
"豆包"
],
"predicted_increase": 3,
"score": 25
}
],
"program_type": "国际涉外导向"
}
]
},
{
"range": [
527,
599
],
"note": "特殊类型招生控制线以上主段",
"recommendations": [
{
"name": "北京邮电大学",
"major": "网络空间安全",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "中国政法大学",
"major": "政治学与行政学",
"score": 86
},
{
"name": "首都医科大学",
"major": "口腔医学",
"score": 84
},
{
"name": "北京大学",
"major": "网络空间安全",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京工业大学",
"major": "软件工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京大学",
"major": "信息管理与信息系统",
"score": 86
},
{
"name": "首都师范大学",
"major": "英语",
"score": 84
},
{
"name": "清华大学",
"major": "软件工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "首都医科大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "清华大学",
"major": "电子信息工程",
"score": 86
},
{
"name": "中国人民大学",
"major": "经济学",
"score": 84
},
{
"name": "北京大学",
"major": "临床医学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "医学类特色"
},
{
"name": "中央财经大学",
"major": "会计学",
"frequency": 3,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 6,
"alternatives": [
{
"name": "对外经济贸易大学",
"major": "会计学",
"score": 88
},
{
"name": "北京工商大学",
"major": "会计学",
"score": 83
},
{
"name": "北京大学",
"major": "会计学",
"frequency": 2,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 4,
"score": 50
}
],
"program_type": null
},
{
"name": "中国政法大学",
"major": "法学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "中国人民大学",
"major": "法学",
"score": 92
},
{
"name": "北京师范大学",
"major": "法学",
"score": 86
},
{
"name": "北京大学",
"major": "法学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 3,
"score": 50
}
],
"program_type": null
}
]
},
{
"range": [
460,
526
],
"note": "本科主段（围绕 2025 特控线 527 下沿）",
"recommendations": [
{
"name": "首都师范大学",
"major": "数学与应用数学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京师范大学",
"major": "教育学",
"score": 86
},
{
"name": "北京理工大学",
"major": "车辆工程",
"score": 84
},
{
"name": "北京大学",
"major": "数学与应用数学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": "师范教育类"
},
{
"name": "北京工商大学",
"major": "财务管理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京航空航天大学",
"major": "飞行器动力工程",
"score": 86
},
{
"name": "中央财经大学",
"major": "财政学",
"score": 84
},
{
"name": "北京大学",
"major": "财务管理",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北方工业大学",
"major": "机械工程",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "中国政法大学",
"major": "政治学与行政学",
"score": 86
},
{
"name": "北京邮电大学",
"major": "通信工程",
"score": 84
},
{
"name": "北京大学",
"major": "机械工程",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京工业大学",
"major": "土木工程",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "北京建筑大学",
"major": "土木工程",
"score": 84
},
{
"name": "北方工业大学",
"major": "土木工程",
"score": 82
},
{
"name": "北京大学",
"major": "土木工程",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 2,
"score": 25
}
],
"program_type": null
},
{
"name": "首都医科大学",
"major": "临床医学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"豆包"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "北京中医药大学",
"major": "中医学",
"score": 85
},
{
"name": "首都师范大学",
"major": "生物科学",
"score": 83
},
{
"name": "北京大学",
"major": "临床医学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"豆包"
],
"predicted_increase": 3,
"score": 50
}
],
"program_type": "医学类特色"
}
]
},
{
"range": [
400,
459
],
"note": "本科临界段（围绕 2025 本科线 400）",
"recommendations": [
{
"name": "北京建筑大学",
"major": "建筑学",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都医科大学",
"major": "口腔医学",
"score": 86
},
{
"name": "北京工业大学",
"major": "自动化",
"score": 84
},
{
"name": "北京大学",
"major": "建筑学",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京信息科技大学",
"major": "数据科学与大数据技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都师范大学",
"major": "英语",
"score": 86
},
{
"name": "北京大学",
"major": "信息管理与信息系统",
"score": 84
},
{
"name": "清华大学",
"major": "数据科学与大数据技术",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京联合大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "清华大学",
"major": "电子信息工程",
"score": 86
},
{
"name": "中国人民大学",
"major": "经济学",
"score": 84
},
{
"name": "北京大学",
"major": "计算机科学与技术",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京建筑大学",
"major": "建筑学",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "北方工业大学",
"major": "建筑学",
"score": 82
},
{
"name": "北京工商大学",
"major": "建筑学",
"score": 80
},
{
"name": "北京大学",
"major": "建筑学",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 2,
"score": 25
}
],
"program_type": null
},
{
"name": "北京物资学院",
"major": "物流管理",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "北京工商大学",
"major": "物流管理",
"score": 81
},
{
"name": "北京联合大学",
"major": "物流管理",
"score": 79
},
{
"name": "北京大学",
"major": "物流管理",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
300,
399
],
"note": "民办本科/高职预备段",
"recommendations": [
{
"name": "北京物资学院",
"major": "物流管理",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京师范大学",
"major": "教育学",
"score": 86
},
{
"name": "北京理工大学",
"major": "车辆工程",
"score": 84
},
{
"name": "北京大学",
"major": "物流管理",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京城市学院",
"major": "英语",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京航空航天大学",
"major": "飞行器动力工程",
"score": 86
},
{
"name": "中央财经大学",
"major": "财政学",
"score": 84
},
{
"name": "北京大学",
"major": "英语",
"frequency": 1,
"platforms": [
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"官方锚点"
],
"predicted_increase": 0,
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],
"program_type": "国际涉外导向"
},
{
"name": "北京电子科技职业学院",
"major": "机电一体化技术",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
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"predicted_increase": 2,
"alternatives": [
{
"name": "中国政法大学",
"major": "政治学与行政学",
"score": 86
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{
"name": "北京邮电大学",
"major": "通信工程",
"score": 84
},
{
"name": "北京大学",
"major": "机电一体化技术",
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],
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},
{
"name": "北方工业大学",
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"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 3,
"alternatives": [
{
"name": "北京信息科技大学",
"major": "机械设计制造及其自动化",
"score": 80
},
{
"name": "北京工业大学",
"major": "机械设计制造及其自动化",
"score": 84
},
{
"name": "北京大学",
"major": "机械设计制造及其自动化",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": "艺体类"
},
{
"name": "北京信息科技大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 3,
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{
"name": "北方工业大学",
"major": "计算机科学与技术",
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},
{
"name": "北京联合大学",
"major": "计算机科学与技术",
"score": 78
},
{
"name": "北京大学",
"major": "计算机科学与技术",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 1,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
200,
299
],
"note": "高职专科主段",
"recommendations": [
{
"name": "北京工业职业技术学院",
"major": "工程造价",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都医科大学",
"major": "口腔医学",
"score": 86
},
{
"name": "北京工业大学",
"major": "自动化",
"score": 84
},
{
"name": "北京大学",
"major": "工程造价",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京财贸职业学院",
"major": "大数据与会计",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "首都师范大学",
"major": "英语",
"score": 86
},
{
"name": "北京大学",
"major": "信息管理与信息系统",
"score": 84
},
{
"name": "清华大学",
"major": "大数据与会计",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京青年政治学院",
"major": "学前教育",
"frequency": 2,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "清华大学",
"major": "电子信息工程",
"score": 86
},
{
"name": "中国人民大学",
"major": "经济学",
"score": 84
},
{
"name": "北京大学",
"major": "学前教育",
"frequency": 1,
"platforms": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京电子科技职业学院",
"major": "机电一体化技术",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京工业职业技术学院",
"major": "机电一体化技术",
"score": 79
},
{
"name": "北京财贸职业学院",
"major": "机电一体化技术",
"score": 76
},
{
"name": "北京大学",
"major": "机电一体化技术",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
},
{
"name": "北京财贸职业学院",
"major": "会计",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 2,
"alternatives": [
{
"name": "北京青年政治学院",
"major": "会计",
"score": 75
},
{
"name": "北京城市学院",
"major": "会计",
"score": 77
},
{
"name": "北京大学",
"major": "会计",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 0,
"score": 25
}
],
"program_type": null
}
]
}
],
"trusted_sources": [
{
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"url": "https://gaokao.chsi.com.cn/",
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},
{
"name": "教育部官网",
"url": "https://www.moe.gov.cn/",
"kind": "national_official"
},
{
"name": "北京教育考试院",
"url": "https://www.bjeea.cn/",
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}
],
"quality_note": "高置信人工整理推荐（基于北京现有院校池 + 2025 招生章程复核）；北京教育考试院官方入口已完成 2025 年度复核。",
"score_distribution": {
"data_year": 2026,
"source_url": "https://www.bjeea.cn/",
"source_type": "official_release",
"last_updated": "2026-06-25",
"subjects": {
"物理": {
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"total_above_bachelor_line": 0,
"bachelor_score_line": 429
},
"历史": {
"benchmarks": [],
"score_line_at_600": 0,
"total_above_bachelor_line": 0,
"bachelor_score_line": 0
}
}
}
}
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