chore: remove the Ofsted Parent View feature end to end

Removes the 'What Parents Say' section and all supporting elements:

Frontend:
- Drop the OfstedParentView type, the parent_view field, the survey
  section and the 'X% would recommend' callouts in the primary and
  secondary detail views, the Parents nav item, and the parent-view CSS.

Backend:
- Remove the FactParentView model, its loading in data_loader, and
  parent_view from the school-details API response.
- Bump SCHEMA_VERSION to 6 and add an idempotent drop step
  (DROP TABLE IF EXISTS marts.fact_parent_view) to the CLI migration;
  add scripts/sql/drop_fact_parent_view.sql to apply directly to the
  dbt-owned marts DBs on staging and prod.

Pipeline:
- Delete the stg_parent_view + fact_parent_view dbt models and their
  source/schema entries, the tap-uk-parent-view Meltano extractor, and
  the monthly Parent View DAG; drop it from the Dockerfile and the
  staging bootstrap docs.

The rest of dbt (which builds every mart the app reads) is untouched.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

nextjs-app/app/school/[slug]/page.tsx

@@ -133,7 +133,7 @@ export default async function SchoolPage({ params }: SchoolPageProps) {
     notFound();
   }
 
-  const { school_info, yearly_data, absence_data, ofsted, parent_view, census, admissions, admissions_history, sen_detail, phonics, deprivation, finance } = data;
+  const { school_info, yearly_data, absence_data, ofsted, census, admissions, admissions_history, sen_detail, phonics, deprivation, finance } = data;
 
   // Redirect bare URN to canonical slug URL
   const canonicalSlug = schoolUrl(urn, school_info.school_name).replace('/school/', '');
@@ -189,7 +189,6 @@ export default async function SchoolPage({ params }: SchoolPageProps) {
           yearlyData={yearly_data}
           absenceData={absence_data}
           ofsted={ofsted ?? null}
-          parentView={parent_view ?? null}
           census={census ?? null}
           admissions={admissions ?? null}
           senDetail={sen_detail ?? null}
@@ -203,7 +202,6 @@ export default async function SchoolPage({ params }: SchoolPageProps) {
           yearlyData={yearly_data}
           absenceData={absence_data}
           ofsted={ofsted ?? null}
-          parentView={parent_view ?? null}
           census={census ?? null}
           admissions={admissions ?? null}
           admissionsHistory={admissions_history ?? []}

nextjs-app/components/SchoolDetailView.module.css

@@ -713,18 +713,6 @@
     margin: -0.5rem 0 1rem;
 }
 
-/* Response count badge */
-.responseBadge {
-    font-size: 0.75rem;
-    font-weight: 500;
-    font-family: var(--font-dm-sans), sans-serif;
-    color: var(--text-muted, #8a847a);
-    background: var(--bg-secondary, #f3ede4);
-    padding: 0.1rem 0.5rem;
-    border-radius: 999px;
-    margin-left: auto;
-}
-
 .subSectionTitle {
     font-size: 0.875rem;
     font-weight: 600;
@@ -732,18 +720,6 @@
     margin: 1.25rem 0 0.75rem;
 }
 
-/* Parent recommendation line in Ofsted section */
-.parentRecommendLine {
-    font-size: 0.85rem;
-    color: var(--text-secondary, #5c564d);
-    margin: 0.5rem 0 0;
-}
-
-.parentRecommendLine strong {
-    color: var(--accent-teal, #2d7d7d);
-    font-weight: 700;
-}
-
 /* Metrics Grid & Cards */
 .metricsGrid {
     display: grid;
@@ -1094,49 +1070,6 @@
     text-decoration: underline;
 }
 
-/* Parent View */
-.parentViewGrid {
-    display: flex;
-    flex-direction: column;
-    gap: 0.5rem;
-}
-
-.parentViewRow {
-    display: flex;
-    align-items: center;
-    gap: 0.75rem;
-    font-size: 0.875rem;
-}
-
-.parentViewLabel {
-    flex: 0 0 18rem;
-    color: var(--text-secondary, #5c564d);
-    font-size: 0.8125rem;
-}
-
-.parentViewBar {
-    flex: 1;
-    height: 0.5rem;
-    background: var(--bg-secondary, #f3ede4);
-    border-radius: 4px;
-    overflow: hidden;
-}
-
-.parentViewFill {
-    height: 100%;
-    background: var(--accent-teal, #2d7d7d);
-    border-radius: 4px;
-    transition: width 0.4s ease;
-}
-
-.parentViewPct {
-    flex: 0 0 2.75rem;
-    text-align: right;
-    font-size: 0.8125rem;
-    font-weight: 600;
-    color: var(--text-primary, #1a1612);
-}
-
 /* Admissions badge — uses unified status colours */
 .admissionsBadge {
     display: inline-flex;
@@ -1269,25 +1202,6 @@
 }
 
 @media (max-width: 480px) {
-    .parentViewRow {
-        flex-direction: column;
-        align-items: flex-start;
-        gap: 0.25rem;
-    }
-
-    .parentViewLabel {
-        flex: none;
-        max-width: 100%;
-    }
-
-    .parentViewBar {
-        width: 100%;
-    }
-
-    .parentViewPct {
-        flex: none;
-    }
-
     .card {
         padding: 1rem;
     }

nextjs-app/components/SchoolDetailView.tsx

@@ -13,7 +13,7 @@ import { SchoolHeroMap, type SchoolHeroMapHandle } from './SchoolHeroMap';
 import { MetricTooltip } from './MetricTooltip';
 import type {
   School, SchoolResult, AbsenceData,
-  OfstedInspection, OfstedParentView, SchoolCensus,
+  OfstedInspection, SchoolCensus,
   SchoolAdmissions, SenDetail, Phonics,
   SchoolDeprivation, SchoolFinance, NationalAverages,
 } from '@/lib/types';
@@ -63,7 +63,6 @@ interface SchoolDetailViewProps {
   yearlyData: SchoolResult[];
   absenceData: AbsenceData | null;
   ofsted: OfstedInspection | null;
-  parentView: OfstedParentView | null;
   census: SchoolCensus | null;
   admissions: SchoolAdmissions | null;
   admissionsHistory: SchoolAdmissions[];
@@ -75,7 +74,7 @@ interface SchoolDetailViewProps {
 
 export function SchoolDetailView({
   schoolInfo, yearlyData, absenceData,
-  ofsted, parentView, census, admissions, admissionsHistory, senDetail, phonics, deprivation, finance,
+  ofsted, census, admissions, admissionsHistory, senDetail, phonics, deprivation, finance,
 }: SchoolDetailViewProps) {
   const router = useRouter();
   const { addSchool, removeSchool, isSelected } = useComparison();
@@ -234,8 +233,6 @@ export function SchoolDetailView({
   if (hasInclusionData) navItems.push({ id: 'inclusion', label: 'Pupils' });
   if (yearlyData.length > 0) navItems.push({ id: 'history', label: 'History' });
   if (hasPhonics && isPrimary) navItems.push({ id: 'phonics', label: 'Phonics' });
-  if (parentView && parentView.total_responses != null && parentView.total_responses > 0)
-    navItems.push({ id: 'parents', label: 'Parents' });
   if (hasSchoolLife) navItems.push({ id: 'school-life', label: 'School Life' });
   if (hasDeprivation) navItems.push({ id: 'local-area', label: 'Local Area' });
   if (hasFinance) navItems.push({ id: 'finances', label: 'Finances' });
@@ -549,11 +546,6 @@ export function SchoolDetailView({
                   ) : null;
                 })}
               </div>
-              {parentView?.q_recommend_pct != null && parentView.total_responses != null && parentView.total_responses > 0 && (
-                <p className={styles.parentRecommendLine}>
-                  <strong>{Math.round(parentView.q_recommend_pct)}%</strong> of parents would recommend this school ({parentView.total_responses.toLocaleString()} responses)
-                </p>
-              )}
             </>
           ) : (
             /* ── Old OEIF layout ── */
@@ -572,11 +564,6 @@ export function SchoolDetailView({
               <p className={styles.ofstedDisclaimer}>
                 From September 2024, Ofsted no longer makes an overall effectiveness judgement in inspections of state-funded schools.
               </p>
-              {parentView?.q_recommend_pct != null && parentView.total_responses != null && parentView.total_responses > 0 && (
-                <p className={styles.parentRecommendLine}>
-                  <strong>{Math.round(parentView.q_recommend_pct)}%</strong> of parents would recommend this school ({parentView.total_responses.toLocaleString()} responses)
-                </p>
-              )}
               {oeifAllSameGrade ? (
                 <p className={styles.ofstedAllSame}>
                   Rated <strong>{OFSTED_LABELS[ofsted.overall_effectiveness!]}</strong> across all inspected areas — Quality of Teaching, Behaviour, Pupils&apos; Development and Leadership.
@@ -1129,42 +1116,6 @@ export function SchoolDetailView({
         </section>
       )}
 
-      {/* What Parents Say */}
-      {parentView && parentView.total_responses != null && parentView.total_responses > 0 && (
-        <section id="parents" className={styles.card}>
-          <h2 className={styles.sectionTitle}>
-            What Parents Say
-            <span className={styles.responseBadge}>
-              {parentView.total_responses.toLocaleString()} responses
-            </span>
-          </h2>
-          <p className={styles.sectionSubtitle}>
-            From the Ofsted Parent View survey — parents share their experience of this school.
-          </p>
-          <div className={styles.parentViewGrid}>
-            {[
-              { label: 'Would recommend this school', pct: parentView.q_recommend_pct },
-              { label: 'My child is happy here', pct: parentView.q_happy_pct },
-              { label: 'My child feels safe here', pct: parentView.q_safe_pct },
-              { label: 'Teaching is good', pct: parentView.q_teaching_pct },
-              { label: 'My child makes good progress', pct: parentView.q_progress_pct },
-              { label: 'School looks after pupils\' wellbeing', pct: parentView.q_wellbeing_pct },
-              { label: 'Behaviour is well managed', pct: parentView.q_behaviour_pct },
-              { label: 'School deals well with bullying', pct: parentView.q_bullying_pct },
-              { label: 'Communicates well with parents', pct: parentView.q_communication_pct },
-            ].filter(q => q.pct != null).map(({ label, pct }) => (
-              <div key={label} className={styles.parentViewRow}>
-                <span className={styles.parentViewLabel}>{label}</span>
-                <div className={styles.parentViewBar}>
-                  <div className={styles.parentViewFill} style={{ width: `${pct}%` }} />
-                </div>
-                <span className={styles.parentViewPct}>{Math.round(pct!)}%</span>
-              </div>
-            ))}
-          </div>
-        </section>
-      )}
-
       {/* School Life */}
       {hasSchoolLife && (
         <section id="school-life" className={styles.card}>

nextjs-app/components/SecondarySchoolDetailView.module.css

@@ -383,17 +383,6 @@
     margin: 1.25rem 0 0.75rem;
 }
 
-.responseBadge {
-    font-size: 0.75rem;
-    font-weight: 500;
-    font-family: var(--font-dm-sans), sans-serif;
-    color: var(--text-muted, #8a847a);
-    background: var(--bg-secondary, #f3ede4);
-    padding: 0.1rem 0.5rem;
-    border-radius: 999px;
-    margin-left: auto;
-}
-
 /* ── Progress 8 suspension banner ───────────────────── */
 .p8Banner {
     background: rgba(180, 120, 0, 0.1);
@@ -664,60 +653,6 @@
     text-decoration: underline;
 }
 
-/* ── Parent View ─────────────────────────────────────── */
-.parentRecommendLine {
-    font-size: 0.85rem;
-    color: var(--text-secondary, #5c564d);
-    margin: 0.5rem 0 0;
-}
-
-.parentRecommendLine strong {
-    color: var(--accent-teal, #2d7d7d);
-    font-weight: 700;
-}
-
-.parentViewGrid {
-    display: flex;
-    flex-direction: column;
-    gap: 0.5rem;
-}
-
-.parentViewRow {
-    display: flex;
-    align-items: center;
-    gap: 0.75rem;
-    font-size: 0.875rem;
-}
-
-.parentViewLabel {
-    flex: 0 0 18rem;
-    color: var(--text-secondary, #5c564d);
-    font-size: 0.8125rem;
-}
-
-.parentViewBar {
-    flex: 1;
-    height: 0.5rem;
-    background: var(--bg-secondary, #f3ede4);
-    border-radius: 4px;
-    overflow: hidden;
-}
-
-.parentViewFill {
-    height: 100%;
-    background: var(--accent-teal, #2d7d7d);
-    border-radius: 4px;
-    transition: width 0.4s ease;
-}
-
-.parentViewPct {
-    flex: 0 0 2.75rem;
-    text-align: right;
-    font-size: 0.8125rem;
-    font-weight: 600;
-    color: var(--text-primary, #1a1612);
-}
-
 /* ── Admissions ──────────────────────────────────────── */
 .admissionsTypeBadge {
     border-radius: 6px;
@@ -1135,10 +1070,6 @@
         font-size: 1rem;
     }
 
-    .parentViewLabel {
-        flex-basis: 10rem;
-    }
-
     .ofstedReportLink {
         margin-left: 0;
         display: block;
@@ -1151,25 +1082,6 @@
 }
 
 @media (max-width: 480px) {
-    .parentViewRow {
-        flex-direction: column;
-        align-items: flex-start;
-        gap: 0.25rem;
-    }
-
-    .parentViewLabel {
-        flex: none;
-        max-width: 100%;
-    }
-
-    .parentViewBar {
-        width: 100%;
-    }
-
-    .parentViewPct {
-        flex: none;
-    }
-
     .metricsGrid {
         grid-template-columns: 1fr 1fr;
         gap: 0.5rem;

nextjs-app/components/SecondarySchoolDetailView.tsx

@@ -19,7 +19,7 @@ const PerformanceChart = dynamic(
 );
 import type {
   School, SchoolResult, AbsenceData,
-  OfstedInspection, OfstedParentView, SchoolCensus,
+  OfstedInspection, SchoolCensus,
   SchoolAdmissions, SenDetail, Phonics,
   SchoolDeprivation, SchoolFinance, NationalAverages,
 } from '@/lib/types';
@@ -65,7 +65,6 @@ interface SecondarySchoolDetailViewProps {
   yearlyData: SchoolResult[];
   absenceData: AbsenceData | null;
   ofsted: OfstedInspection | null;
-  parentView: OfstedParentView | null;
   census: SchoolCensus | null;
   admissions: SchoolAdmissions | null;
   senDetail: SenDetail | null;
@@ -76,7 +75,7 @@ interface SecondarySchoolDetailViewProps {
 
 export function SecondarySchoolDetailView({
   schoolInfo, yearlyData,
-  ofsted, parentView, census, admissions, senDetail, deprivation, finance, absenceData,
+  ofsted, census, admissions, senDetail, deprivation, finance, absenceData,
 }: SecondarySchoolDetailViewProps) {
   const router = useRouter();
   // Hero map — the "View on map" link opens its fullscreen view.
@@ -101,7 +100,6 @@ export function SecondarySchoolDetailView({
 
   const hasSixthForm = schoolInfo.age_range?.includes('18') ?? false;
   const hasFinance = finance != null && finance.per_pupil_spend != null;
-  const hasParents = parentView != null && parentView.total_responses != null && parentView.total_responses > 0;
   const hasDeprivation = deprivation != null && deprivation.idaci_decile != null;
   const hasLocation = schoolInfo.latitude != null && schoolInfo.longitude != null;
   const hasWellbeing = (latestResults?.sen_support_pct != null || latestResults?.sen_ehcp_pct != null) || hasDeprivation;
@@ -159,7 +157,6 @@ export function SecondarySchoolDetailView({
   if (hasResults) navItems.push({ id: 'gcse', label: 'GCSEs' });
   if (admissions) navItems.push({ id: 'admissions', label: 'Admissions' });
   if (yearlyData.length > 1) navItems.push({ id: 'history', label: 'History' });
-  if (hasParents) navItems.push({ id: 'parents', label: 'Parents' });
   if (hasWellbeing) navItems.push({ id: 'wellbeing', label: 'Wellbeing' });
   if (hasFinance) navItems.push({ id: 'finances', label: 'Finances' });
 
@@ -435,11 +432,6 @@ export function SecondarySchoolDetailView({
               </div>
             </>
           )}
-          {hasParents && (
-            <p className={styles.parentRecommendLine}>
-              <strong>{Math.round(parentView!.q_recommend_pct!)}%</strong> of parents would recommend this school ({parentView!.total_responses!.toLocaleString()} responses)
-            </p>
-          )}
         </section>
       )}
 
@@ -775,42 +767,6 @@ export function SecondarySchoolDetailView({
           </details>
         </section>
       )}
-      {/* ── Parent View ────────────────────────────────── */}
-      {hasParents && parentView && (
-        <section id="parents" className={styles.card}>
-          <h2 className={styles.sectionTitle}>
-            What Parents Say
-            <span className={styles.responseBadge}>
-              {parentView.total_responses!.toLocaleString()} responses
-            </span>
-          </h2>
-          <p className={styles.sectionSubtitle}>
-            From the Ofsted Parent View survey — parents share their experience of this school.
-          </p>
-          <div className={styles.parentViewGrid}>
-            {[
-              { label: 'Would recommend this school', pct: parentView.q_recommend_pct },
-              { label: 'My child is happy here', pct: parentView.q_happy_pct },
-              { label: 'My child feels safe here', pct: parentView.q_safe_pct },
-              { label: 'Teaching is good', pct: parentView.q_teaching_pct },
-              { label: 'My child makes good progress', pct: parentView.q_progress_pct },
-              { label: 'School looks after pupils\' wellbeing', pct: parentView.q_wellbeing_pct },
-              { label: 'Behaviour is well managed', pct: parentView.q_behaviour_pct },
-              { label: 'School deals well with bullying', pct: parentView.q_bullying_pct },
-              { label: 'Communicates well with parents', pct: parentView.q_communication_pct },
-            ].filter(q => q.pct != null).map(({ label, pct }) => (
-              <div key={label} className={styles.parentViewRow}>
-                <span className={styles.parentViewLabel}>{label}</span>
-                <div className={styles.parentViewBar}>
-                  <div className={styles.parentViewFill} style={{ width: `${pct}%` }} />
-                </div>
-                <span className={styles.parentViewPct}>{Math.round(pct!)}%</span>
-              </div>
-            ))}
-          </div>
-        </section>
-      )}
-
       {/* ── Wellbeing ──────────────────────────────────── */}
       {hasWellbeing && (
         <section id="wellbeing" className={styles.card}>

nextjs-app/lib/types.ts

@@ -99,25 +99,6 @@ export interface OfstedInspection {
   rc_sixth_form: number | null;
 }
 
-export interface OfstedParentView {
-  survey_date: string | null;
-  total_responses: number | null;
-  q_happy_pct: number | null;
-  q_safe_pct: number | null;
-  q_behaviour_pct: number | null;
-  q_bullying_pct: number | null;
-  q_communication_pct: number | null;
-  q_progress_pct: number | null;
-  q_teaching_pct: number | null;
-  q_information_pct: number | null;
-  q_curriculum_pct: number | null;
-  q_future_pct: number | null;
-  q_leadership_pct: number | null;
-  q_wellbeing_pct: number | null;
-  q_recommend_pct: number | null;
-  q_sen_pct: number | null;
-}
-
 export interface SchoolCensus {
   year: number;
   total_pupils: number | null;
@@ -312,7 +293,6 @@ export interface SchoolDetailsResponse {
   absence_data: AbsenceData | null;
   // Supplementary data (null until Kestra populates)
   ofsted: OfstedInspection | null;
-  parent_view: OfstedParentView | null;
   census: SchoolCensus | null;
   admissions: SchoolAdmissions | null;
   /** All available admissions years, oldest first. Drives the multi-year trend view. */