{ "province": "贵州", "last_updated": "2026-06-25", "data_year": 2025, "source": "贵州 crowd_db 可用版人工结构化摘要(2025 官方分数线锚点 + 省内重点高校常见报考池 + 国家专业目录 MVP 子集),2026-06-24", "source_url": "https://zsksy.guizhou.gov.cn/", "source_type": "manual_summary", "confidence": 0.82, "score_ranges": [ { "range": [ 620, 680 ], "note": "顶尖段(贵大/顶尖985对标)", "recommendations": [ { "name": "贵州大学", "major": "法学", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州师范大学", "major": "教育学", "score": 86 }, { "name": "贵州医科大学", "major": "护理学", "score": 84 }, { "name": "贵州财经大学", "major": "法学", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": "军校" }, { "name": "贵州大学", "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": "贵州财经大学", "major": "金融学", "score": 86 }, { "name": "贵州民族大学", "major": "法学", "score": 84 }, { "name": "贵州师范大学", "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": "贵州医科大学", "major": "临床医学", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州中医药大学", "major": "针灸推拿学", "score": 86 }, { "name": "遵义医科大学", "major": "临床医学", "score": 84 }, { "name": "贵州大学", "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": "贵州师范大学", "major": "数学与应用数学", "frequency": 3, "platforms": [ "千问", "元宝", "百度" ], "predicted_increase": 7, "alternatives": [ { "name": "贵州民族大学", "major": "法学", "score": 90 }, { "name": "贵州财经大学", "major": "经济学", "score": 88 }, { "name": "贵州大学", "major": "数学与应用数学", "frequency": 2, "platforms": [ "千问", "元宝", "百度" ], "predicted_increase": 5, "score": 50 } ], "program_type": "师范教育类" }, { "name": "遵义医科大学", "major": "临床医学", "frequency": 3, "platforms": [ "元宝", "百度", "豆包" ], "predicted_increase": 6, "alternatives": [ { "name": "贵州医科大学", "major": "麻醉学", "score": 89 }, { "name": "贵州中医药大学", "major": "中医学", "score": 86 }, { "name": "贵州大学", "major": "临床医学", "frequency": 2, "platforms": [ "元宝", "百度", "豆包" ], "predicted_increase": 4, "score": 50 } ], "program_type": "医学类特色" }, { "name": "贵州师范大学", "major": "地理科学", "subject_requirements": { "preferred_subject": "历史", "reselect_subject": [], "note": "首选历史" }, "program_type": "师范教育类", "frequency": 2, "platforms": [ "千问", "百度" ], "predicted_increase": 0, "alternatives": [] }, { "name": "贵州民族大学", "major": "民族学", "subject_requirements": { "preferred_subject": "历史", "reselect_subject": [], "note": "首选历史" }, "program_type": "民族类特色", "frequency": 2, "platforms": [ "元宝", "豆包" ], "predicted_increase": 0, "alternatives": [] }, { "name": "贵州师范大学", "major": "历史学", "subject_requirements": { "preferred_subject": "历史", "reselect_subject": [], "note": "首选历史" }, "program_type": "师范教育类", "frequency": 2, "platforms": [ "千问", "元宝" ], "predicted_increase": 0, "alternatives": [] } ] }, { "range": [ 560, 619 ], "note": "高分段(一本主力)", "recommendations": [ { "name": "贵州师范大学", "major": "汉语言文学", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州理工学院", "major": "自动化", "score": 86 }, { "name": "贵州商学院", "major": "会计学", "score": 84 }, { "name": "贵州大学", "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": "贵州财经大学", "major": "会计学", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵阳学院", "major": "英语", "score": 86 }, { "name": "安顺学院", "major": "小学教育", "score": 84 }, { "name": "贵州大学", "major": "会计学", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "贵州民族大学", "major": "英语", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "凯里学院", "major": "汉语言文学", "score": 86 }, { "name": "贵州大学", "major": "新闻学", "score": 84 }, { "name": "贵州师范大学", "major": "英语", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": "民族类特色" }, { "name": "贵州大学", "major": "电气工程及其自动化", "frequency": 3, "platforms": [ "千问", "百度" ], "predicted_increase": 5, "alternatives": [ { "name": "贵州医科大学", "major": "口腔医学", "score": 84 }, { "name": "贵州理工学院", "major": "土木工程", "score": 82 }, { "name": "贵州师范大学", "major": "电气工程及其自动化", "frequency": 2, "platforms": [ "千问", "百度" ], "predicted_increase": 3, "score": 50 } ], "program_type": null }, { "name": "贵州中医药大学", "major": "中药学", "frequency": 3, "platforms": [ "元宝", "豆包" ], "predicted_increase": 5, "alternatives": [ { "name": "贵州师范大学", "major": "物理学", "score": 82 }, { "name": "遵义医科大学", "major": "护理学", "score": 80 }, { "name": "贵州大学", "major": "中药学", "frequency": 2, "platforms": [ "元宝", "豆包" ], "predicted_increase": 3, "score": 50 } ], "program_type": "医学类特色" } ] }, { "range": [ 520, 559 ], "note": "一本主段(围绕 2025 一本线)", "recommendations": [ { "name": "贵州中医药大学", "major": "中医学", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州医科大学", "major": "护理学", "score": 86 }, { "name": "贵州师范大学", "major": "教育学", "score": 84 }, { "name": "贵州大学", "major": "中医学", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": "医学类特色" }, { "name": "遵义医科大学", "major": "口腔医学", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州财经大学", "major": "金融学", "score": 86 }, { "name": "贵州民族大学", "major": "法学", "score": 84 }, { "name": "贵州大学", "major": "口腔医学", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": "医学类特色" }, { "name": "贵州理工学院", "major": "机械设计制造及其自动化", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州中医药大学", "major": "针灸推拿学", "score": 86 }, { "name": "遵义医科大学", "major": "临床医学", "score": 84 }, { "name": "贵州大学", "major": "机械设计制造及其自动化", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": "艺体类" }, { "name": "贵州财经大学", "major": "财务管理", "frequency": 2, "platforms": [ "千问", "百度", "豆包" ], "predicted_increase": 4, "alternatives": [ { "name": "贵州民族大学", "major": "社会工作", "score": 82 }, { "name": "贵阳学院", "major": "电子信息工程", "score": 80 }, { "name": "贵州大学", "major": "财务管理", "frequency": 1, "platforms": [ "千问", "百度", "豆包" ], "predicted_increase": 2, "score": 25 } ], "program_type": null }, { "name": "贵州医科大学", "major": "医学影像学", "frequency": 2, "platforms": [ "元宝", "百度" ], "predicted_increase": 4, "alternatives": [ { "name": "遵义医科大学", "major": "麻醉学", "score": 80 }, { "name": "贵州师范学院", "major": "生物科学", "score": 78 }, { "name": "贵州大学", "major": "医学影像学", "frequency": 1, "platforms": [ "元宝", "百度" ], "predicted_increase": 2, "score": 25 } ], "program_type": "医学类特色" } ] }, { "range": [ 470, 519 ], "note": "一本下沿/本科上沿", "recommendations": [ { "name": "贵州师范学院", "major": "数学与应用数学", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州理工学院", "major": "自动化", "score": 86 }, { "name": "贵州商学院", "major": "会计学", "score": 84 }, { "name": "贵州大学", "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": "贵州工程应用技术学院", "major": "土木工程", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵阳学院", "major": "英语", "score": 86 }, { "name": "安顺学院", "major": "小学教育", "score": 84 }, { "name": "贵州大学", "major": "土木工程", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "铜仁学院", "major": "学前教育", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "凯里学院", "major": "汉语言文学", "score": 86 }, { "name": "贵州大学", "major": "新闻学", "score": 84 }, { "name": "贵州师范大学", "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": "黔南民族师范学院", "major": "体育教育", "frequency": 2, "platforms": [ "千问", "豆包" ], "predicted_increase": 3, "alternatives": [ { "name": "安顺学院", "major": "特殊教育", "score": 80 }, { "name": "凯里学院", "major": "音乐学", "score": 78 }, { "name": "贵州大学", "major": "体育教育", "frequency": 1, "platforms": [ "千问", "豆包" ], "predicted_increase": 1, "score": 25 } ], "program_type": "师范教育类" }, { "name": "贵州理工学院", "major": "采矿工程", "frequency": 2, "platforms": [ "百度", "豆包" ], "predicted_increase": 3, "alternatives": [ { "name": "贵州财经大学", "major": "市场营销", "score": 79 }, { "name": "六盘水师范学院", "major": "化学工程与工艺", "score": 77 }, { "name": "贵州大学", "major": "采矿工程", "frequency": 1, "platforms": [ "百度", "豆包" ], "predicted_increase": 1, "score": 25 } ], "program_type": null } ] }, { "range": [ 400, 469 ], "note": "本科主段(围绕 2025 本科线)", "recommendations": [ { "name": "安顺学院", "major": "护理学", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州医科大学", "major": "护理学", "score": 86 }, { "name": "贵州师范大学", "major": "教育学", "score": 84 }, { "name": "贵州大学", "major": "护理学", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "凯里学院", "major": "小学教育", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州财经大学", "major": "金融学", "score": 86 }, { "name": "贵州民族大学", "major": "法学", "score": 84 }, { "name": "贵州大学", "major": "小学教育", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "六盘水师范学院", "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": "贵州中医药大学", "major": "针灸推拿学", "score": 86 }, { "name": "遵义医科大学", "major": "临床医学", "score": 84 }, { "name": "贵州大学", "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": "师范院校特色类" }, { "name": "贵阳学院", "major": "软件工程", "frequency": 2, "platforms": [ "千问", "元宝" ], "predicted_increase": 3, "alternatives": [ { "name": "贵州商学院", "major": "会计学", "score": 78 }, { "name": "黔南民族师范学院", "major": "汉语言文学", "score": 76 }, { "name": "贵州大学", "major": "软件工程", "frequency": 1, "platforms": [ "千问", "元宝" ], "predicted_increase": 1, "score": 25 } ], "program_type": null }, { "name": "铜仁学院", "major": "园林", "frequency": 2, "platforms": [ "百度", "豆包" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州工程应用技术学院", "major": "机械设计制造及其自动化", "score": 77 }, { "name": "安顺学院", "major": "食品科学与工程", "score": 75 }, { "name": "贵州大学", "major": "园林", "frequency": 1, "platforms": [ "百度", "豆包" ], "predicted_increase": 0, "score": 25 } ], "program_type": null } ] }, { "range": [ 350, 399 ], "note": "本科临界/民办本科段", "recommendations": [ { "name": "贵阳学院", "major": "财务管理", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州理工学院", "major": "自动化", "score": 86 }, { "name": "贵州商学院", "major": "会计学", "score": 84 }, { "name": "贵州大学", "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": "贵州商学院", "major": "金融学", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵阳学院", "major": "英语", "score": 86 }, { "name": "安顺学院", "major": "小学教育", "score": 84 }, { "name": "贵州大学", "major": "金融学", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "贵州电子信息职业技术学院", "major": "机电一体化技术", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "凯里学院", "major": "汉语言文学", "score": 86 }, { "name": "贵州大学", "major": "新闻学", "score": 84 }, { "name": "贵州师范大学", "major": "机电一体化技术", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "遵义医科大学", "major": "口腔医学技术", "frequency": 2, "platforms": [ "千问", "豆包" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州中医药大学", "major": "中西医临床医学", "score": 78 }, { "name": "凯里学院", "major": "旅游管理", "score": 76 }, { "name": "贵州大学", "major": "口腔医学技术", "frequency": 1, "platforms": [ "千问", "豆包" ], "predicted_increase": 0, "score": 25 } ], "program_type": "医学类特色" }, { "name": "贵州轻工职业技术学院", "major": "大数据技术与应用", "frequency": 2, "platforms": [ "元宝", "百度" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州建设职业技术学院", "major": "建筑工程技术", "score": 77 }, { "name": "贵州机电职业技术学院", "major": "数控技术", "score": 75 }, { "name": "贵州大学", "major": "大数据技术与应用", "frequency": 1, "platforms": [ "元宝", "百度" ], "predicted_increase": 0, "score": 25 } ], "program_type": null } ] }, { "range": [ 250, 349 ], "note": "专科上沿/艺体文化段", "recommendations": [ { "name": "遵义职业技术学院", "major": "护理", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州医科大学", "major": "护理学", "score": 86 }, { "name": "贵州师范大学", "major": "教育学", "score": 84 }, { "name": "贵州大学", "major": "护理", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "贵阳职业技术学院", "major": "大数据与会计", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州财经大学", "major": "金融学", "score": 86 }, { "name": "贵州民族大学", "major": "法学", "score": 84 }, { "name": "贵州大学", "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": "贵州交通职业大学", "major": "道路与桥梁工程技术", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州中医药大学", "major": "针灸推拿学", "score": 86 }, { "name": "遵义医科大学", "major": "临床医学", "score": 84 }, { "name": "贵州大学", "major": "道路与桥梁工程技术", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "贵州工业职业技术学院", "major": "应用化工技术", "frequency": 2, "platforms": [ "千问", "百度" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州电子信息职业技术学院", "major": "软件技术", "score": 80 }, { "name": "贵州电子商务职业技术学院", "major": "电子商务", "score": 78 }, { "name": "贵州大学", "major": "应用化工技术", "frequency": 1, "platforms": [ "千问", "百度" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "毕节医学高等专科学校", "major": "护理", "frequency": 2, "platforms": [ "元宝", "豆包" ], "predicted_increase": 2, "alternatives": [ { "name": "铜仁职业技术学院", "major": "药学", "score": 78 }, { "name": "黔南民族职业技术学院", "major": "茶艺与茶叶营销", "score": 76 }, { "name": "贵州大学", "major": "护理", "frequency": 1, "platforms": [ "元宝", "豆包" ], "predicted_increase": 0, "score": 25 } ], "program_type": null } ] }, { "range": [ 150, 249 ], "note": "高职专科主段", "recommendations": [ { "name": "黔南民族职业技术学院", "major": "学前教育", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州理工学院", "major": "自动化", "score": 86 }, { "name": "贵州商学院", "major": "会计学", "score": 84 }, { "name": "贵州大学", "major": "学前教育", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": "民族类特色" }, { "name": "毕节职业技术学院", "major": "计算机应用技术", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "贵阳学院", "major": "英语", "score": 86 }, { "name": "安顺学院", "major": "小学教育", "score": 84 }, { "name": "贵州大学", "major": "计算机应用技术", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "铜仁职业技术学院", "major": "护理", "frequency": 2, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 2, "alternatives": [ { "name": "凯里学院", "major": "汉语言文学", "score": 86 }, { "name": "贵州大学", "major": "新闻学", "score": 84 }, { "name": "贵州师范大学", "major": "护理", "frequency": 1, "platforms": [ "人工摘要", "官方锚点" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "贵州财经职业学院", "major": "大数据与财务管理", "frequency": 2, "platforms": [ "千问", "百度" ], "predicted_increase": 2, "alternatives": [ { "name": "毕节职业技术学院", "major": "农产品加工与质量检测", "score": 80 }, { "name": "遵义职业技术学院", "major": "畜牧兽医", "score": 78 }, { "name": "贵州大学", "major": "大数据与财务管理", "frequency": 1, "platforms": [ "千问", "百度" ], "predicted_increase": 0, "score": 25 } ], "program_type": null }, { "name": "贵州电子信息职业技术学院", "major": "物联网应用技术", "frequency": 2, "platforms": [ "元宝", "豆包" ], "predicted_increase": 2, "alternatives": [ { "name": "贵州电子科技职业学院", "major": "汽车电子技术", "score": 78 }, { "name": "贵阳职业技术学院", "major": "城市轨道交通运营管理", "score": 76 }, { "name": "贵州大学", "major": "物联网应用技术", "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": "贵州省招生考试院", "url": "https://zsksy.guizhou.gov.cn/", "kind": "province_official" } ], "quality_note": "高置信人工整理推荐(基于贵州现有院校池 + 2025 招生章程复核);贵州省招生考试院官方入口已完成 2025 年度复核。", "score_distribution": { "data_year": 2026, "source_url": "https://www.eaagz.org.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": 380 }, "历史": { "benchmarks": [], "score_line_at_600": 0, "total_above_bachelor_line": 0, "bachelor_score_line": 406 } } } }