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gaokao-volunteer-system/data/crowd_db/beijing.json
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feat(crowd_db): Phase A 第四批 - 6省分数线级别 score_distribution 接入 
第四批接入省份: 四川/山西/内蒙古/浙江/天津/北京（分数线级别）

策略:
- 有真实一分一段位次的省份（前3批9省）: 完整 benchmarks
- 仅有官方分数线的省份（本批6省）: score_line_at_600=0, benchmarks=[]
- 标注为待补，不编造位次数据

真实分数线来源:
- 四川: 物理本科435/特控519, 历史本科455/特控525
- 山西: 物理本科401, 历史本科409
- 内蒙古: 物理本科363, 历史本科403
- 浙江: 一段494（不分物史）
- 天津: 本科458
- 北京: 本科429

当前累计接入 score_distribution: 15/31 省
- 完整位次锚点(9省): 湖南/黑龙江/广东/河南/山东/江苏/河北/上海/重庆
- 分数线级别(6省): 四川/山西/内蒙古/浙江/天津/北京
- 待接入(16省): 湖北/安徽/福建/江西/辽宁/吉林/甘肃/贵州/云南/陕西/青海/海南/新疆/广西/西藏/宁夏

验证: pytest crowd_db 158 passed, 3 skipped
2026-06-25 22:38:32 +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": [
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"note": "清北顶尖段",
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{
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{
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{
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"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": [
"人工摘要",
"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
"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"
],
"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": "机电一体化技术",
"frequency": 1,
"platforms": [
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"官方锚点"
],
"predicted_increase": 0,
"score": 25
}
],
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},
{
"name": "北方工业大学",
"major": "机械设计制造及其自动化",
"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,
"alternatives": [
{
"name": "北方工业大学",
"major": "计算机科学与技术",
"score": 81
},
{
"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": [
{
"name": "教育部阳光高考",
"url": "https://gaokao.chsi.com.cn/",
"kind": "national_official"
},
{
"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/",
"kind": "province_official"
}
],
"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": {
"benchmarks": [],
"score_line_at_600": 0,
"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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