{ "schemaVersion": 5, "edition": "2026", "published": "2026-07-28", "profileYear": "2025/2026", "method": "official_secondary_context_and_public_attention_estimate_v5", "scope": { "eligibleSchoolCount": 441, "publishedTopCount": 100, "districtCount": 18 }, "weights": { "juniorCurriculumBreadth": 7, "seniorCurriculumBreadth": 24, "juniorEnglishMediumBreadth": 7, "seniorEnglishMediumBreadth": 12, "teacherTeamSize": 5, "teachersPerClass": 10, "postgraduateTeacherShare": 10, "experiencedTeacherShare": 10, "publicAttention": 15 }, "dimensionMaximums": { "academicProgramme": 50, "teachingResources": 35, "publicAttentionProxy": 15 }, "estimatePolicy": { "labelZh": "AI輔助非官方學術組別估算", "labelEn": "AI-assisted non-official academic-group estimate", "nonOfficial": true, "aiAssisted": true, "modelType": "Transparent deterministic percentile model with AI-assisted methodology design and source classification.", "groupRule": "The original equal thirds are preserved as Groups 1, 2 and 3; Groups 1 and 2 are each split by model order into A and B, producing 1A (74), 1B (73), 2A (74), 2B (73) and 3 (147). This is not the EDB student allocation band.", "continuityWeight": 0, "studentSupportWeight": 0, "publicAttentionWeight": 15, "disclaimerZh": "這是AI輔助建立的非官方粗略估算，只供家長初步研究，並不是精確答案。它不是教育局學校Banding、完整公開試成績排名、收生成績、取錄機會或個別孩子是否適合的結論。模型以官方概覽的學術課程和教學資源為主，另加入有上限的公開關注度代理；它只量度近期瀏覽關注，不代表正面口碑、家長滿意度或學校質素。學生支援、升中延續、直屬、聯繫及一條龍因素均為0分。已核實DSE／IB狀元紀錄分開顯示，但因覆蓋未完整而不計分。家長應核對校方最新資料並自行判斷。", "disclaimerEn": "This is an AI-assisted non-official rough estimate for initial family research, not a precise answer. It is not EDB banding, a complete exam-results ranking, an intake result, admission probability or a child-fit conclusion. Official-profile academic programmes and teaching resources remain primary, with a capped public-attention proxy that measures recent viewing interest rather than positive sentiment, parent satisfaction or school quality. Student support, continuity, feeder and through-train factors score zero. Reviewed HKDSE and IB distinction records are shown separately but do not score because coverage is incomplete. Parents should verify current school evidence and make their own judgement." }, "academicEvidenceStatus": { "schemaVersion": 1, "observedAt": "2026-07-15T04:42:50+00:00", "auditMethod": "official_school_site_academic_evidence_discovery_v1", "sourceScope": "Official websites listed in the 441-school CHSC 2025/2026 profile dataset only.", "publicationStatus": "discovery_only", "summary": { "schoolCount": 441, "rootFetchOkCount": 397, "candidateSchoolCount": 177, "potentiallyComparableSchoolCount": 113, "candidatePageCount": 386, "candidateTypeCounts": { "dse_result": 165, "post_secondary_outcome": 47, "school_report": 174 }, "reviewedMetricCount": 0, "schoolsWithScoredOutcomeEvidence": 0 }, "scoringAllowed": false, "reason": "Candidate pages still require metric-level review of source year, definition, value, unit, denominator and cohort scope.", "continuityWeight": 0, "thirdPartySchoolBandValuesUsed": false }, "examDistinctionEvidence": { "publicationStatus": "partial_reviewed_coverage", "scoringAllowed": false, "summary": { "schoolRosterCount": 441, "schoolsWithReviewedRecords": 4, "reviewedRecordCount": 5, "latestDseYear": 2026, "latestIbYear": 2026, "hkceeRecordCount": 0 }, "definitions": { "hkdseTopScorer": { "labelZh": "DSE狀元", "labelEn": "HKDSE top scorer", "currentDefinitionZh": "2024年起：公民與社會發展科達標，並在3個核心科及3個選修科合共6科取得5**。個別校方可能另列數學延伸單元。", "currentDefinitionEn": "From 2024: Attained in Citizenship and Social Development plus 5** in three core and three elective subjects. Schools may separately report Mathematics Extended Part.", "comparisonRule": "Publish each school's own exact definition and year; do not merge records with fewer than six 5** subjects." }, "ib45": { "labelZh": "IB滿分45分", "labelEn": "IB perfect 45", "definitionZh": "IB Diploma Programme總分45分。", "definitionEn": "A total score of 45 in the IB Diploma Programme." }, "hkcee10A": { "labelZh": "舊制會考10A", "labelEn": "Legacy HKCEE 10A", "definitionZh": "已停辦的香港中學會考10科A級歷史紀錄；不可與DSE或IB合併。", "definitionEn": "Historical 10-A records from the discontinued HKCEE; never combine with HKDSE or IB.", "reviewStatus": "not_yet_systematically_reviewed" } } }, "publicAttentionPolicy": { "labelZh": "公開關注度代理", "labelEn": "Public-attention proxy", "weight": 15, "sourceCount": 1, "nonOfficial": true, "requestedDayCount": 60, "measurementStartDate": "2026-05-17", "measurementEndDate": "2026-07-14", "referenceObservedAt": "2026-07-15", "measuredSchoolCount": 409, "neutralFallbackCount": 32, "neutralUnmappedCount": 29, "neutralMatchedWithoutCompleteMeasurementCount": 3, "measurementCoveragePercent": 92.7, "formula": "For exact or redirected Chinese Wikipedia school titles, take the within-product percentile of median complete daily views returned by the 60-day pageviews API. An unmapped title receives the neutral index 0.5 rather than zero.", "meaningZh": "只量度近期公開關注度，作為一般知名度的有限代理；不量度正負口碑、家長滿意度、學術成績或學校質素。", "meaningEn": "Measures recent public attention as a limited proxy for general recognition; it does not measure positive sentiment, parent satisfaction, academic outcomes or school quality." }, "subjectCategoryRule": { "recognizedCategoryCount": 46, "categories": [ "applied_learning", "bafs", "biology", "business_commerce", "chemistry", "chinese_history", "chinese_language", "citizenship_economics_society", "citizenship_social_development", "coding", "combined_science", "dance", "design_technology", "drama", "economics", "english_language", "environmental_studies", "french", "general_science", "geography", "german", "health_management_social_care", "history", "information_technology", "integrated_humanities", "japanese", "korean", "latin", "liberal_studies", "life_and_society", "life_education", "literature_in_english", "mathematics", "mathematics_extended", "media", "moral_civic_education", "music", "physical_education", "physics", "putonghua", "religious_ethics", "spanish", "stem", "technology_living", "tourism_hospitality", "visual_arts" ], "language": "English profile fields", "deduplication": "Each recognized category is counted once per stage and medium scope." }, "evidenceBoundary": { "comparableAcademicResultsIncluded": false, "officialSchoolBanding": false, "admissionProbability": false, "note": "The official profiles do not provide comparable school-level HKDSE results. This rough estimate prioritises published academic-programme and teaching-resource proxies plus a capped non-official public-attention proxy, not complete measured academic outcomes." }, "tieBreakRule": "Total score, academic-programme dimension, public-attention-proxy dimension, teaching-resources dimension, then English school name.", "sources": [ { "id": "chsc-secondary-school-profiles-2025-2026", "publisher": "Committee on Home-School Co-operation", "profileYear": "2025/2026", "factsAsAt": "September 2025", "urls": [ "https://data.gov.hk/tc-data/dataset/chsc-chsc-secondary-school-profiles/resource/54db9f0d-46df-49a2-9091-d9ee82393f0a", "https://data.gov.hk/en-data/dataset/chsc-chsc-secondary-school-profiles/resource/576bc5c1-7ea4-4dcc-bb88-c25d63314936", "https://data.gov.hk/en/terms-and-conditions" ], "sha256": { "zh": "a3785a78a98e1b12ebcd890728442bb22f5aaa71d07135711c6c18b511119fa0", "en": "5f89f146414e3140acdabd8006bb2507b42f3ac9a2fad4f529ba3c2cc6beb4b8" } }, { "id": "wikimedia-pageviews-zh-60d", "publisher": "Wikimedia Foundation", "urls": [ "https://www.mediawiki.org/wiki/API:Pageviews", "https://foundation.wikimedia.org/wiki/Policy:Terms_of_Use" ], "sourceType": "open_public_attention_proxy", "note": "Only aggregate factual page-view counts and title redirects from Wikimedia's public API are stored. No publisher ranking or article text enters the model.", "observedAt": "2026-07-15", "dataSha256": "b41d67a0cb4b3ba4300a9e3e33ddd9ee87e22d9563a702c446e2c6e8a576bc88" } ], "schools": [ { "slug": "heep-yunn-school", "nameZh": "協恩中學", "nameEn": "Heep Yunn School", "districtZh": "九龍城區", "districtEn": "Kowloon City", "categoryZh": "直資", "categoryEn": "DSS", "genderZh": "女", "genderEn": "Girls", "officialUrl": "http://www.hys.edu.hk", "metrics": { "juniorSubjectCategoryCount": 20, "seniorSubjectCategoryCount": 24, "juniorEnglishMediumCategoryCount": 13, "seniorEnglishMediumCategoryCount": 18, "teacherTotal": 94, "totalClasses": 30, "teachersPerClass": 3.13, "postgraduateTeacherPercent": 60, "experiencedTeacherPercent": 61, "siteAreaSqm": 11000, "siteAreaPerClass": 366.7, "classroomCount": 35, "classroomsPerClass": 1.17, "specialEducationTrainingPercent": 46, "publicAttentionIndex": 0.9657, "publicAttentionMeasurementAvailable": true, "publicAttentionArticleMatched": true, "publicAttentionMatchType": "exact_title", "publicAttentionArticleUrl": "https://zh.wikipedia.org/wiki/協恩中學", "publicAttentionScoringBasis": "measured_percentile", "publicAttentionPageTitle": "協恩中學", "publicAttentionMedianDailyViews": 67, "publicAttentionMeasuredDayCount": 59 }, "examDistinctions": [], "reviewedExamDistinctionRecordCount": 0, "componentScores": { "juniorCurriculumBreadth": 6.1, "seniorCurriculumBreadth": 23.9, "juniorEnglishMediumBreadth": 5.8, "seniorEnglishMediumBreadth": 11.9, "teacherTeamSize": 4.8, "teachersPerClass": 9.3, "postgraduateTeacherShare": 8.4, "experiencedTeacherShare": 5.5, "publicAttention": 14.5 }, "dimensionScores": { "academicProgramme": 47.7, "teachingResources": 28.0, "publicAttentionProxy": 14.5 }, "researchIndexScore": 90.2, "overallPosition": 1, "districtPosition": 1, "publishedTop100": true, "estimatedAcademicGroup": "1A", "estimateBasis": "official_profile_plus_public_attention_proxy", "reviewedAcademicOutcomeMetricCount": 0 }, { "slug": "st-paul-s-co-educational-college", "nameZh": "聖保羅男女中學", "nameEn": "St. Paul's Co-educational College", "districtZh": "中西區", "districtEn": "Central & Western", "categoryZh": "直資", "categoryEn": "DSS", "genderZh": "男女", "genderEn": "Co-educational", "officialUrl": "http://www.spcc.edu.hk", "metrics": { "juniorSubjectCategoryCount": 18, "seniorSubjectCategoryCount": 20, "juniorEnglishMediumCategoryCount": 12, "seniorEnglishMediumCategoryCount": 16, "teacherTotal": 128, "totalClasses": 36, "teachersPerClass": 3.56, "postgraduateTeacherPercent": 70, "experiencedTeacherPercent": 58, "siteAreaSqm": 6250, "siteAreaPerClass": 173.6, "classroomCount": 52, "classroomsPerClass": 1.44, "specialEducationTrainingPercent": 38, "publicAttentionIndex": 0.989, "publicAttentionMeasurementAvailable": true, "publicAttentionArticleMatched": true, "publicAttentionMatchType": "exact_title", "publicAttentionArticleUrl": "https://zh.wikipedia.org/wiki/聖保羅男女中學", "publicAttentionScoringBasis": "measured_percentile", "publicAttentionPageTitle": "聖保羅男女中學", "publicAttentionMedianDailyViews": 88, "publicAttentionMeasuredDayCount": 59 }, "examDistinctions": [ { "schoolSlug": "st-paul-s-co-educational-college", "schoolNameZh": "聖保羅男女中學", "schoolNameEn": "St. Paul's Co-educational College", "examSystem": "HKDSE", "resultYear": 2026, "metricId": "hkdse_top_scorer", "count": 5, "definitionZh": "3個核心科及3個選修科合共6科取得5**，公民與社會發展科達標；其中3人另於數學延伸單元取得5**。", "definitionEn": "Level 5** in all three graded core subjects and three elective subjects, with Attained in Citizenship and Social Development; three also attained 5** in Mathematics Extended Module.", "cohortSize": 98, "sourceUrl": "https://www.spcc.edu.hk/academic/culture-of-excellence/public-exams", "sourcePublisher": "St. Paul's Co-educational College", "sourcePublished": "2026-07-15", "extractionEvidence": "The official page states five perfect scorers and gives the six-subject plus CSD definition.", "reviewedAt": "2026-07-15" }, { "schoolSlug": "st-paul-s-co-educational-college", "schoolNameZh": "聖保羅男女中學", "schoolNameEn": "St. Paul's Co-educational College", "examSystem": "IBDP", "resultYear": 2026, "metricId": "ib_45", "count": 6, "definitionZh": "IB Diploma Programme總分45分。", "definitionEn": "IB Diploma Programme total score of 45.", "cohortSize": 61, "sourceUrl": "https://www.spcc.edu.hk/academic/culture-of-excellence/public-exams", "sourcePublisher": "St. Paul's Co-educational College", "sourcePublished": "2026-07-06", "extractionEvidence": "The official page states that 6 of 61 students achieved 45 points.", "reviewedAt": "2026-07-15" } ], "reviewedExamDistinctionRecordCount": 2, "componentScores": { "juniorCurriculumBreadth": 4.5, "seniorCurriculumBreadth": 22.1, "juniorEnglishMediumBreadth": 5.4, "seniorEnglishMediumBreadth": 11.5, "teacherTeamSize": 5.0, "teachersPerClass": 9.8, "postgraduateTeacherShare": 9.7, "experiencedTeacherShare": 4.5, "publicAttention": 14.8 }, "dimensionScores": { "academicProgramme": 43.5, "teachingResources": 29.0, "publicAttentionProxy": 14.8 }, "researchIndexScore": 87.3, "overallPosition": 2, "districtPosition": 1, "publishedTop100": true, "estimatedAcademicGroup": "1A", "estimateBasis": "official_profile_plus_public_attention_proxy", "reviewedAcademicOutcomeMetricCount": 0 }, { "slug": "ying-wa-girls-school", "nameZh": "英華女學校", "nameEn": "Ying Wa Girls' School", "districtZh": "中西區", "districtEn": "Central & Western", "categoryZh": "資助", "categoryEn": "Aided", "genderZh": "女", "genderEn": "Girls", "officialUrl": "http://www.ywgs.edu.hk", "metrics": { "juniorSubjectCategoryCount": 20, "seniorSubjectCategoryCount": 21, "juniorEnglishMediumCategoryCount": 15, "seniorEnglishMediumCategoryCount": 17, "teacherTotal": 77, "totalClasses": 30, "teachersPerClass": 2.57, "postgraduateTeacherPercent": 53, "experiencedTeacherPercent": 61, "siteAreaSqm": 9500, "siteAreaPerClass": 316.7, "classroomCount": 30, "classroomsPerClass": 1.0, "specialEducationTrainingPercent": 63, "publicAttentionIndex": 0.9375, "publicAttentionMeasurementAvailable": true, "publicAttentionArticleMatched": true, "publicAttentionMatchType": "exact_title", "publicAttentionArticleUrl": "https://zh.wikipedia.org/wiki/英華女學校", "publicAttentionScoringBasis": "measured_percentile", "publicAttentionPageTitle": "英華女學校", "publicAttentionMedianDailyViews": 52, "publicAttentionMeasuredDayCount": 59 }, "examDistinctions": [], "reviewedExamDistinctionRecordCount": 0, "componentScores": { "juniorCurriculumBreadth": 6.1, "seniorCurriculumBreadth": 23.2, "juniorEnglishMediumBreadth": 6.3, "seniorEnglishMediumBreadth": 11.7, "teacherTeamSize": 4.5, "teachersPerClass": 5.1, "postgraduateTeacherShare": 7.1, "experiencedTeacherShare": 5.5, "publicAttention": 14.1 }, "dimensionScores": { "academicProgramme": 47.3, "teachingResources": 22.2, "publicAttentionProxy": 14.1 }, "researchIndexScore": 83.6, "overallPosition": 3, "districtPosition": 2, "publishedTop100": true, "estimatedAcademicGroup": "1A", "estimateBasis": "official_profile_plus_public_attention_proxy", "reviewedAcademicOutcomeMetricCount": 0 }, { "slug": "good-hope-school", "nameZh": "德望學校", "nameEn": "Good Hope School", "districtZh": "黃大仙區", "districtEn": "Wong Tai Sin", "categoryZh": "直資", "categoryEn": "DSS", "genderZh": "女", "genderEn": "Girls", "officialUrl": "https://www2.ghs.edu.hk/", "metrics": { "juniorSubjectCategoryCount": 20, "seniorSubjectCategoryCount": 20, "juniorEnglishMediumCategoryCount": 13, "seniorEnglishMediumCategoryCount": 18, "teacherTotal": 113, "totalClasses": 36, "teachersPerClass": 3.14, "postgraduateTeacherPercent": 51, "experiencedTeacherPercent": 48, "siteAreaSqm": 13676, "siteAreaPerClass": 379.9, "classroomCount": 39, "classroomsPerClass": 1.08, "specialEducationTrainingPercent": 42, "publicAttentionIndex": 0.9804, "publicAttentionMeasurementAvailable": true, "publicAttentionArticleMatched": true, "publicAttentionMatchType": "exact_title", "publicAttentionArticleUrl": "https://zh.wikipedia.org/wiki/德望學校", "publicAttentionScoringBasis": "measured_percentile", "publicAttentionPageTitle": "德望學校", "publicAttentionMedianDailyViews": 80, "publicAttentionMeasuredDayCount": 59 }, "examDistinctions": [], "reviewedExamDistinctionRecordCount": 0, "componentScores": { "juniorCurriculumBreadth": 6.1, "seniorCurriculumBreadth": 22.1, "juniorEnglishMediumBreadth": 5.8, "seniorEnglishMediumBreadth": 11.9, "teacherTeamSize": 5.0, "teachersPerClass": 9.3, "postgraduateTeacherShare": 6.4, "experiencedTeacherShare": 2.2, "publicAttention": 14.7 }, "dimensionScores": { "academicProgramme": 45.9, "teachingResources": 22.9, "publicAttentionProxy": 14.7 }, "researchIndexScore": 83.5, "overallPosition": 4, "districtPosition": 1, "publishedTop100": true, "estimatedAcademicGroup": "1A", "estimateBasis": "official_profile_plus_public_attention_proxy", "reviewedAcademicOutcomeMetricCount": 0 }, { "slug": "st-mary-s-canossian-college", "nameZh": 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