feat(detail): replace SATs text tables with cascade bar charts, add admissions bar and history accordion

Redesign the School Details page for better parent comprehension:
- New SatsChart component: horizontal cascade bars with ruler scale and
  national average marker (teal/coral palette matching site theme)
- Admissions section: visual progress bar showing 1st-preference demand
  vs available places, colour-coded by oversubscription status
- Historical data: collapse raw year-by-year table behind a disclosure
  element while keeping the performance line chart always visible
- EAL metric: add national average comparison via DeltaChip (backend now
  includes eal_pct in national averages endpoint)
- New formatWithSuppression utility for null/suppressed data handling

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

backend/app.py

@@ -683,7 +683,7 @@ async def get_national_averages(request: Request):
         "reading_avg_score", "maths_avg_score", "gps_avg_score",
         "reading_progress", "writing_progress", "maths_progress",
         "overall_absence_pct", "persistent_absence_pct",
-        "disadvantaged_gap", "disadvantaged_pct", "sen_support_pct",
+        "disadvantaged_gap", "disadvantaged_pct", "sen_support_pct", "eal_pct",
     ]
     ks4_metrics = [
         "attainment_8_score", "progress_8_score",

backend/data_loader.py

@@ -130,9 +130,9 @@ _MAIN_QUERY = text("""
         s.total_pupils         AS gias_total_pupils,
         s.headteacher_name,
         s.website,
-        s.ofsted_grade,
-        s.ofsted_date,
-        s.ofsted_framework,
+        foi.ofsted_grade,
+        foi.ofsted_date,
+        foi.ofsted_framework,
         l.local_authority_name AS local_authority,
         l.local_authority_code,
         l.address_line1        AS address1,
@@ -201,6 +201,15 @@ _MAIN_QUERY = text("""
     FROM marts.dim_school s
     JOIN marts.dim_location l ON s.urn = l.urn
     LEFT JOIN marts.fact_performance p ON s.urn = p.urn
+    LEFT JOIN (
+        SELECT DISTINCT ON (urn)
+            urn,
+            overall_effectiveness AS ofsted_grade,
+            inspection_date       AS ofsted_date,
+            framework             AS ofsted_framework
+        FROM marts.fact_ofsted_inspection
+        ORDER BY urn, inspection_date DESC NULLS LAST
+    ) foi ON s.urn = foi.urn
     ORDER BY s.school_name, p.year
 """)
 

backend/schemas.py

@@ -547,6 +547,7 @@ SCHOOL_COLUMNS = [
     "admissions_policy",
     "ofsted_grade",
     "ofsted_date",
+    "ofsted_framework",
     "latitude",
     "longitude",
 ]

nextjs-app/__tests__/lib/utils.test.ts

@@ -8,6 +8,7 @@ import {
   calculateTrend,
   isValidPostcode,
   debounce,
+  buildOfstedListBadge,
 } from '@/lib/utils';
 
 describe('formatPercentage', () => {
@@ -102,3 +103,41 @@ describe('debounce', () => {
 
   jest.useRealTimers();
 });
+
+describe('buildOfstedListBadge', () => {
+  it('returns grade word + year for OEIF Outstanding', () => {
+    const badge = buildOfstedListBadge({ ofsted_grade: 1, ofsted_date: '2023-11-15', ofsted_framework: 'OEIF' });
+    expect(badge.label).toBe('Outstanding · 2023');
+    expect(badge.cssClass).toBe('ofsted1');
+  });
+
+  it('returns grade word for each OEIF grade', () => {
+    expect(buildOfstedListBadge({ ofsted_grade: 2, ofsted_date: '2022-05-01' }).label).toBe('Good · 2022');
+    expect(buildOfstedListBadge({ ofsted_grade: 3, ofsted_date: '2021-01-01' }).label).toBe('Req. Improvement · 2021');
+    expect(buildOfstedListBadge({ ofsted_grade: 4, ofsted_date: '2020-03-01' }).label).toBe('Inadequate · 2020');
+  });
+
+  it('returns grade word without year when date is missing', () => {
+    const badge = buildOfstedListBadge({ ofsted_grade: 2, ofsted_date: null });
+    expect(badge.label).toBe('Good');
+    expect(badge.cssClass).toBe('ofsted2');
+  });
+
+  it('returns Report Card badge when framework is ReportCard', () => {
+    const badge = buildOfstedListBadge({ ofsted_grade: null, ofsted_date: '2025-11-01', ofsted_framework: 'ReportCard' });
+    expect(badge.label).toBe('Report Card · 2025');
+    expect(badge.cssClass).toBe('ofstedRc');
+  });
+
+  it('returns pending badge when no grade and no ReportCard framework', () => {
+    const badge = buildOfstedListBadge({ ofsted_grade: null, ofsted_date: null, ofsted_framework: null });
+    expect(badge.label).toBe('Not yet inspected');
+    expect(badge.cssClass).toBe('ofstedPending');
+  });
+
+  it('returns pending badge when all fields are undefined', () => {
+    const badge = buildOfstedListBadge({});
+    expect(badge.label).toBe('Not yet inspected');
+    expect(badge.cssClass).toBe('ofstedPending');
+  });
+});

nextjs-app/components/HomeView.tsx

@@ -5,7 +5,7 @@
 
 'use client';
 
-import { useState, useEffect, useRef } from 'react';
+import React, { useState, useEffect, useRef } from 'react';
 import { useSearchParams, useRouter, usePathname } from 'next/navigation';
 import { FilterBar } from './FilterBar';
 import { SchoolRow } from './SchoolRow';
@@ -13,9 +13,9 @@ import { SecondarySchoolRow } from './SecondarySchoolRow';
 import { SchoolMap } from './SchoolMap';
 import { EmptyState } from './EmptyState';
 import { useComparisonContext } from '@/context/ComparisonContext';
-import { fetchSchools, fetchLAaverages } from '@/lib/api';
+import { fetchSchools, fetchLAaverages, fetchNationalAverages } from '@/lib/api';
 import type { SchoolsResponse, Filters, School } from '@/lib/types';
-import { schoolUrl } from '@/lib/utils';
+import { schoolUrl, buildOfstedListBadge } from '@/lib/utils';
 import styles from './HomeView.module.css';
 
 interface HomeViewProps {
@@ -37,6 +37,7 @@ export function HomeView({ initialSchools, filters, totalSchools }: HomeViewProp
   const [hasMore, setHasMore] = useState(initialSchools.total_pages > 1);
   const [isLoadingMore, setIsLoadingMore] = useState(false);
   const [laAverages, setLaAverages] = useState<Record<string, number>>({});
+  const [nationalAvgRwm, setNationalAvgRwm] = useState<number | null>(null);
   const [mapSchools, setMapSchools] = useState<School[]>([]);
   const [isLoadingMap, setIsLoadingMap] = useState(false);
   const prevSearchParamsRef = useRef(searchParams.toString());
@@ -90,6 +91,13 @@ export function HomeView({ initialSchools, filters, totalSchools }: HomeViewProp
       .catch(() => {});
   }, [isSecondaryView, isMixedView]);
 
+  // Fetch national averages (supplementary — never blocks render)
+  useEffect(() => {
+    fetchNationalAverages()
+      .then(data => setNationalAvgRwm(data.primary?.rwm_expected_pct ?? null))
+      .catch(() => {});
+  }, []);
+
   const handleLoadMore = async () => {
     if (isLoadingMore || !hasMore) return;
     setIsLoadingMore(true);
@@ -252,6 +260,8 @@ export function HomeView({ initialSchools, filters, totalSchools }: HomeViewProp
                 center={initialSchools.location_info?.coordinates}
                 referencePoint={initialSchools.location_info?.coordinates}
                 onMarkerClick={setSelectedMapSchool}
+                nationalAvgRwm={nationalAvgRwm}
+                laAverages={laAverages}
               />
             </div>
             <div className={styles.compactList}>
@@ -264,6 +274,7 @@ export function HomeView({ initialSchools, filters, totalSchools }: HomeViewProp
                     school={school}
                     onAddToCompare={addSchool}
                     isInCompare={selectedSchools.some(s => s.urn === school.urn)}
+                    nationalAvgRwm={nationalAvgRwm}
                   />
                 </div>
               ))}
@@ -278,6 +289,7 @@ export function HomeView({ initialSchools, filters, totalSchools }: HomeViewProp
                     school={selectedMapSchool}
                     onAddToCompare={addSchool}
                     isInCompare={selectedSchools.some(s => s.urn === selectedMapSchool.urn)}
+                    nationalAvgRwm={nationalAvgRwm}
                   />
                 </div>
               </div>
@@ -306,6 +318,7 @@ export function HomeView({ initialSchools, filters, totalSchools }: HomeViewProp
                     onAddToCompare={addSchool}
                     onRemoveFromCompare={removeSchool}
                     isInCompare={selectedSchools.some(s => s.urn === school.urn)}
+                    nationalAvgRwm={nationalAvgRwm}
                   />
                 )
               ))}
@@ -339,9 +352,28 @@ interface CompactSchoolItemProps {
   school: School;
   onAddToCompare: (school: School) => void;
   isInCompare: boolean;
+  nationalAvgRwm?: number | null;
 }
 
-function CompactSchoolItem({ school, onAddToCompare, isInCompare }: CompactSchoolItemProps) {
+function CompactSchoolItem({ school, onAddToCompare, isInCompare, nationalAvgRwm }: CompactSchoolItemProps) {
+  const ofstedBadge = buildOfstedListBadge(school);
+  const isSecondary = school.attainment_8_score != null;
+
+  // vs-national delta for primary schools
+  const rwmDelta =
+    !isSecondary && school.rwm_expected_pct != null && nationalAvgRwm != null
+      ? Math.round(school.rwm_expected_pct - nationalAvgRwm)
+      : null;
+
+  const deltaStyle: React.CSSProperties =
+    rwmDelta == null
+      ? {}
+      : rwmDelta >= 2
+      ? { fontSize: '0.7rem', color: 'var(--accent-teal, #2d7d7d)', fontWeight: 600 }
+      : rwmDelta <= -2
+      ? { fontSize: '0.7rem', color: 'var(--accent-coral, #e07256)', fontWeight: 600 }
+      : { fontSize: '0.7rem', color: 'var(--text-muted, #8a847a)' };
+
   return (
     <div className={styles.compactItem}>
       <div className={styles.compactItemContent}>
@@ -355,24 +387,48 @@ function CompactSchoolItem({ school, onAddToCompare, isInCompare }: CompactSchoo
             </span>
           )}
         </div>
-        <div className={styles.compactItemMeta}>
-          {school.school_type && <span>{school.school_type}</span>}
-          {school.local_authority && <span>{school.local_authority}</span>}
+        {/* Ofsted badge */}
+        <div style={{ marginBottom: '0.25rem' }}>
+          <span
+            style={{
+              display: 'inline-block',
+              padding: '0.0625rem 0.375rem',
+              fontSize: '0.625rem',
+              fontWeight: 600,
+              borderRadius: '3px',
+              whiteSpace: 'nowrap',
+              ...(ofstedBadge.cssClass === 'ofsted1' ? { background: 'var(--accent-teal-bg)', color: 'var(--accent-teal, #2d7d7d)' } :
+                  ofstedBadge.cssClass === 'ofsted2' ? { background: 'rgba(60,140,60,0.12)', color: '#3c8c3c' } :
+                  ofstedBadge.cssClass === 'ofsted3' ? { background: 'var(--accent-gold-bg)', color: '#b8920e' } :
+                  ofstedBadge.cssClass === 'ofsted4' ? { background: 'var(--accent-coral-bg)', color: 'var(--accent-coral, #e07256)' } :
+                  ofstedBadge.cssClass === 'ofstedRc' ? { background: '#5a3a6e', color: '#fff' } :
+                  ofstedBadge.cssClass === 'ofstedPending' ? { background: '#e0e0e0', color: '#666' } :
+                  { background: '#e0e0e0', color: '#666' }),
+            }}
+          >
+            {ofstedBadge.label}
+          </span>
         </div>
+        {/* Headline metric + delta */}
         <div className={styles.compactItemStats}>
           <span className={styles.compactStat}>
             <strong>
-              {school.attainment_8_score != null
-                ? school.attainment_8_score.toFixed(1)
-                : school.rwm_expected_pct !== null
-                  ? `${school.rwm_expected_pct}%`
-                  : '-'}
-            </strong>{' '}
-            {school.attainment_8_score != null ? 'Att 8' : 'RWM'}
+              {isSecondary
+                ? (school.attainment_8_score != null ? school.attainment_8_score.toFixed(1) : '-')
+                : (school.rwm_expected_pct != null ? `${school.rwm_expected_pct}%` : '-')}
+            </strong>
+            {' '}
+            {isSecondary ? 'Att 8' : 'RWM'}
           </span>
-          <span className={styles.compactStat}>
-            <strong>{school.total_pupils || '-'}</strong> pupils
+          {rwmDelta != null && (
+            <span style={deltaStyle}>
+              {rwmDelta >= 2
+                ? `+${rwmDelta} pts vs national`
+                : rwmDelta <= -2
+                ? `${rwmDelta} pts vs national`
+                : '≈ national avg'}
             </span>
+          )}
         </div>
       </div>
       <div className={styles.compactItemActions}>

nextjs-app/components/LeafletMapInner.tsx

@@ -25,9 +25,43 @@ interface LeafletMapInnerProps {
   zoom: number;
   referencePoint?: [number, number];
   onMarkerClick?: (school: School) => void;
+  nationalAvgRwm?: number | null;
+  laAverages?: Record<string, number | null>;
 }
 
-export default function LeafletMapInner({ schools, center, zoom, referencePoint, onMarkerClick }: LeafletMapInnerProps) {
+// ---------------------------------------------------------------------------
+// Popup helpers (must work in plain JS string templates — no React / CSS Modules)
+// ---------------------------------------------------------------------------
+
+function escapeHtml(s: string): string {
+  return s.replace(/&/g, '&amp;').replace(/</g, '&lt;').replace(/>/g, '&gt;').replace(/"/g, '&quot;');
+}
+
+interface PopupBadge {
+  label: string;
+  style: string;
+}
+
+function buildPopupBadge(school: School): PopupBadge {
+  const year = school.ofsted_date ? new Date(school.ofsted_date).getFullYear() : null;
+  const yearStr = year ? ` · ${year}` : '';
+  if (school.ofsted_grade) {
+    const labels: Record<number, string> = { 1: 'Outstanding', 2: 'Good', 3: 'Req. Improvement', 4: 'Inadequate' };
+    const colours: Record<number, string> = {
+      1: 'background:#d4f0ea;color:#2d7d7d',
+      2: 'background:rgba(60,140,60,0.12);color:#3c8c3c',
+      3: 'background:#fef3cd;color:#b8920e',
+      4: 'background:#fde8e0;color:#e07256',
+    };
+    return { label: `${labels[school.ofsted_grade]}${yearStr}`, style: colours[school.ofsted_grade] };
+  }
+  if (school.ofsted_framework === 'ReportCard') {
+    return { label: `Report Card${yearStr}`, style: 'background:#5a3a6e;color:#fff' };
+  }
+  return { label: 'Not yet inspected', style: 'background:#e0e0e0;color:#666' };
+}
+
+export default function LeafletMapInner({ schools, center, zoom, referencePoint, onMarkerClick, nationalAvgRwm, laAverages }: LeafletMapInnerProps) {
   const mapRef = useRef<L.Map | null>(null);
   const mapContainerRef = useRef<HTMLDivElement>(null);
   const refMarkerRef = useRef<L.Marker | null>(null);
@@ -81,14 +115,73 @@ export default function LeafletMapInner({ schools, center, zoom, referencePoint,
         const marker = L.marker([school.latitude, school.longitude]).addTo(mapRef.current);
 
         // Create popup content
-        const popupContent = `
-          <div style="min-width: 200px;">
-            <strong style="font-size: 14px; display: block; margin-bottom: 8px;">${school.school_name}</strong>
-            ${school.local_authority ? `<div style="font-size: 12px; color: #666; margin-bottom: 4px;">${school.local_authority}</div>` : ''}
-            ${school.school_type ? `<div style="font-size: 12px; color: #666; margin-bottom: 8px;">${school.school_type}</div>` : ''}
-            <a href="${schoolUrl(school.urn, school.school_name)}" style="display: inline-block; margin-top: 8px; padding: 6px 12px; background: #e07256; color: white; text-decoration: none; border-radius: 4px; font-size: 12px;">View Details</a>
+        const badge = buildPopupBadge(school);
+        const isSecondary = school.attainment_8_score != null;
+
+        // Phase label
+        const rawPhase = (school.phase ?? '').toLowerCase();
+        const phaseLabel =
+          rawPhase.includes('secondary') ? 'Secondary' :
+          rawPhase === 'all-through' ? 'All-through' :
+          rawPhase.includes('primary') ? 'Primary' :
+          isSecondary ? 'Secondary' : 'Primary';
+
+        // Distance string
+        const distanceStr =
+          school.distance != null ? ` · ${school.distance.toFixed(1)} mi` : '';
+
+        // Headline metric
+        let metricHtml = '';
+        if (isSecondary) {
+          const score = school.attainment_8_score!;
+          const laAvg = school.local_authority ? (laAverages?.[school.local_authority] ?? null) : null;
+          let deltaLine = '';
+          if (laAvg != null) {
+            const diff = Math.round((score - laAvg) * 10) / 10;
+            const sign = diff >= 0 ? '+' : '';
+            // Att8 scores range 0–90 in 0.1 increments; ±0.5 is meaningful here
+            // vs primary RWM % where ±2 pts is the threshold
+            const colour = diff >= 0.5 ? '#2d7d7d' : diff <= -0.5 ? '#e07256' : '#8a847a';
+            const laName = escapeHtml(school.local_authority ?? 'LA');
+            deltaLine = `<div style="font-size:11px;font-weight:600;color:${colour}">${sign}${diff} vs ${laName} avg</div>`;
+          }
+          metricHtml = `<div style="margin-bottom:4px">
+  <span style="font-size:20px;font-weight:700;color:#1a1612;font-family:Georgia,serif">${score.toFixed(1)}</span>
+  <span style="font-size:11px;color:#8a847a;margin-left:4px">Attainment 8</span>
+  ${deltaLine}
+</div>`;
+        } else if (school.rwm_expected_pct != null) {
+          const rwm = school.rwm_expected_pct;
+          let deltaLine = '';
+          if (nationalAvgRwm != null) {
+            const diff = Math.round(rwm - nationalAvgRwm);
+            const colour = diff >= 2 ? '#2d7d7d' : diff <= -2 ? '#e07256' : '#8a847a';
+            const text =
+              diff >= 2 ? `+${diff} pts vs national` :
+              diff <= -2 ? `${diff} pts vs national` :
+              '≈ national avg';
+            deltaLine = `<div style="font-size:11px;font-weight:600;color:${colour}">${text}</div>`;
+          }
+          metricHtml = `<div style="margin-bottom:4px">
+  <span style="font-size:20px;font-weight:700;color:#1a1612;font-family:Georgia,serif">${rwm}%</span>
+  <span style="font-size:11px;color:#8a847a;margin-left:4px">Reading, Writing &amp; Maths</span>
+  ${deltaLine}
+</div>`;
+        }
+
+        const slug = schoolUrl(school.urn, school.school_name);
+
+        const popupContent = `<div style="font-family:system-ui,sans-serif;min-width:240px;max-width:280px;padding:0">
+  <div style="display:flex;justify-content:space-between;align-items:flex-start;gap:8px;margin-bottom:6px">
+    <strong style="font-size:13px;color:#1a1612;line-height:1.3">${escapeHtml(school.school_name)}</strong>
+    <span style="font-size:10px;font-weight:700;padding:2px 6px;border-radius:3px;white-space:nowrap;flex-shrink:0;${badge.style}">${badge.label}</span>
   </div>
-        `;
+  <div style="font-size:11px;color:#8a847a;margin-bottom:8px">
+    ${phaseLabel}${school.local_authority ? ` · ${escapeHtml(school.local_authority)}` : ''}${distanceStr}
+  </div>
+  ${metricHtml}
+  <a href="${slug}" style="display:block;text-align:center;padding:6px;background:#2d7d7d;color:white;border-radius:5px;text-decoration:none;font-size:12px;font-weight:600;margin-top:8px">View Details →</a>
+</div>`;
 
         marker.bindPopup(popupContent);
 
@@ -114,7 +207,7 @@ export default function LeafletMapInner({ schools, center, zoom, referencePoint,
     return () => {
       // Don't destroy map on every update, just clean markers
     };
-  }, [schools, center, zoom, referencePoint, onMarkerClick]);
+  }, [schools, center, zoom, referencePoint, onMarkerClick, nationalAvgRwm, laAverages]);
 
   // Cleanup map on unmount
   useEffect(() => {

nextjs-app/components/SatsChart.module.css

@@ -0,0 +1,190 @@
+/* SatsChart — Cascade bar chart for KS2 SATs results */
+
+.container {
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 2rem;
+}
+
+/* ── Individual subject column ── */
+.subjectChart {
+  position: relative;
+}
+
+.subjectName {
+  font-size: 0.7rem;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.08em;
+  color: var(--text-muted, #6d685f);
+  margin-bottom: 0.65rem;
+}
+
+.chartArea {
+  position: relative;
+  padding-bottom: 0.25rem;
+}
+
+/* ── Gridlines ── */
+.gridlines {
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 20px;
+  pointer-events: none;
+}
+
+.gridline {
+  position: absolute;
+  top: 0;
+  height: 100%;
+  width: 1px;
+  background: var(--bg-secondary, #f3ede4);
+}
+
+/* ── National average marker ── */
+.natLine {
+  position: absolute;
+  top: 0;
+  height: calc(100% - 20px);
+  width: 1.5px;
+  background: rgba(224, 114, 86, 0.25); /* --accent-coral at 25% */
+  z-index: 2;
+  pointer-events: none;
+}
+
+.natPill {
+  position: absolute;
+  top: -8px;
+  transform: translateX(-50%);
+  background: var(--accent-coral, #e07256);
+  color: #fff;
+  font-size: 0.55rem;
+  font-weight: 700;
+  padding: 0.1rem 0.4rem;
+  border-radius: 4px;
+  white-space: nowrap;
+  z-index: 3;
+  letter-spacing: 0.02em;
+}
+
+/* ── Bar rows ── */
+.barGroup {
+  position: relative;
+  z-index: 1;
+  display: flex;
+  flex-direction: column;
+  gap: 0.5rem;
+  padding-top: 0.9rem;
+}
+
+.barRow {
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+}
+
+.bar {
+  height: 22px;
+  border-radius: 6px;
+  position: relative;
+  transition: width 0.8s cubic-bezier(0.25, 0.46, 0.45, 0.94);
+}
+
+.barExpected {
+  background: var(--accent-teal-light, #3a9e9e);
+}
+
+.barExceeding {
+  background: var(--accent-teal, #2d7d7d);
+}
+
+.barLabel {
+  font-size: 0.72rem;
+  font-weight: 600;
+  color: var(--text-primary, #1a1612);
+  white-space: nowrap;
+  flex-shrink: 0;
+  position: relative;
+  z-index: 3;
+}
+
+.barLabelSuffix {
+  font-weight: 400;
+  color: var(--text-muted, #6d685f);
+  font-size: 0.68rem;
+}
+
+/* ── Ruler ── */
+.ruler {
+  position: relative;
+  height: 16px;
+  margin-top: 0.5rem;
+  border-top: 1px solid var(--border-color, #e5dfd5);
+}
+
+.rulerTick {
+  position: absolute;
+  top: 0;
+  width: 1px;
+  height: 4px;
+  background: var(--border-color, #e5dfd5);
+}
+
+.rulerLabel {
+  position: absolute;
+  top: 6px;
+  font-size: 0.5rem;
+  font-weight: 500;
+  color: var(--text-muted, #6d685f);
+  transform: translateX(-50%);
+  letter-spacing: 0.01em;
+  opacity: 0.7;
+}
+
+/* Anchor first/last labels to edges */
+.rulerLabelFirst {
+  transform: translateX(0);
+}
+
+.rulerLabelLast {
+  transform: translateX(-100%);
+}
+
+/* ── Legend ── */
+.legend {
+  margin-top: 1rem;
+  display: flex;
+  gap: 1.25rem;
+  justify-content: center;
+}
+
+.legendItem {
+  display: flex;
+  align-items: center;
+  gap: 0.35rem;
+  font-size: 0.65rem;
+  font-weight: 500;
+  color: var(--text-muted, #6d685f);
+}
+
+.legendSwatch {
+  width: 8px;
+  height: 8px;
+  border-radius: 3px;
+  flex-shrink: 0;
+}
+
+/* ── Responsive ── */
+@media (max-width: 640px) {
+  .container {
+    grid-template-columns: 1fr;
+    gap: 1.5rem;
+  }
+
+  .legend {
+    flex-wrap: wrap;
+    gap: 0.75rem;
+  }
+}

nextjs-app/components/SatsChart.tsx

@@ -0,0 +1,138 @@
+'use client';
+
+import { useEffect, useRef } from 'react';
+import styles from './SatsChart.module.css';
+
+interface SubjectData {
+  name: string;
+  expectedPct: number | null;
+  exceedingPct: number | null;
+  nationalExpectedPct: number | null;
+}
+
+interface SatsChartProps {
+  subjects: SubjectData[];
+}
+
+const RULER_TICKS = [0, 25, 50, 75, 100];
+const GRIDLINE_POSITIONS = [25, 50, 75];
+
+function SubjectColumn({ subject }: { subject: SubjectData }) {
+  const expectedRef = useRef<HTMLDivElement>(null);
+  const exceedingRef = useRef<HTMLDivElement>(null);
+
+  const { name, expectedPct, exceedingPct, nationalExpectedPct } = subject;
+
+  // Animate bars on mount
+  useEffect(() => {
+    const bars = [expectedRef.current, exceedingRef.current];
+    bars.forEach((bar) => {
+      if (!bar) return;
+      const target = bar.dataset.width;
+      bar.style.width = '0%';
+      requestAnimationFrame(() => {
+        requestAnimationFrame(() => {
+          bar.style.width = `${target}%`;
+        });
+      });
+    });
+  }, [expectedPct, exceedingPct]);
+
+  if (expectedPct == null && exceedingPct == null) return null;
+
+  return (
+    <div className={styles.subjectChart}>
+      <div className={styles.subjectName}>{name}</div>
+      <div className={styles.chartArea}>
+        {/* Gridlines */}
+        <div className={styles.gridlines}>
+          {GRIDLINE_POSITIONS.map((pct) => (
+            <div key={pct} className={styles.gridline} style={{ left: `${pct}%` }} />
+          ))}
+        </div>
+
+        {/* National average marker */}
+        {nationalExpectedPct != null && (
+          <div className={styles.natLine} style={{ left: `${nationalExpectedPct}%` }}>
+            <div className={styles.natPill}>{nationalExpectedPct.toFixed(0)}%</div>
+          </div>
+        )}
+
+        {/* Bars */}
+        <div className={styles.barGroup}>
+          {expectedPct != null && (
+            <div className={styles.barRow}>
+              <div
+                ref={expectedRef}
+                className={`${styles.bar} ${styles.barExpected}`}
+                data-width={expectedPct}
+              />
+              <div className={styles.barLabel}>
+                {expectedPct.toFixed(0)}% <span className={styles.barLabelSuffix}>expected</span>
+              </div>
+            </div>
+          )}
+          {exceedingPct != null && (
+            <div className={styles.barRow}>
+              <div
+                ref={exceedingRef}
+                className={`${styles.bar} ${styles.barExceeding}`}
+                data-width={exceedingPct}
+              />
+              <div className={styles.barLabel}>
+                {exceedingPct.toFixed(0)}% <span className={styles.barLabelSuffix}>exceeding</span>
+              </div>
+            </div>
+          )}
+        </div>
+
+        {/* Ruler */}
+        <div className={styles.ruler}>
+          {RULER_TICKS.map((pct, i) => (
+            <span key={pct}>
+              <div className={styles.rulerTick} style={{ left: `${pct}%` }} />
+              <div
+                className={`${styles.rulerLabel} ${i === 0 ? styles.rulerLabelFirst : ''} ${i === RULER_TICKS.length - 1 ? styles.rulerLabelLast : ''}`}
+                style={{ left: `${pct}%` }}
+              >
+                {pct}%
+              </div>
+            </span>
+          ))}
+        </div>
+      </div>
+    </div>
+  );
+}
+
+export default function SatsChart({ subjects }: SatsChartProps) {
+  const visibleSubjects = subjects.filter(
+    (s) => s.expectedPct != null || s.exceedingPct != null
+  );
+
+  if (visibleSubjects.length === 0) return null;
+
+  return (
+    <div>
+      <div className={styles.container}>
+        {visibleSubjects.map((subject) => (
+          <SubjectColumn key={subject.name} subject={subject} />
+        ))}
+      </div>
+      <div className={styles.legend}>
+        <div className={styles.legendItem}>
+          <div className={styles.legendSwatch} style={{ background: 'var(--accent-teal-light, #3a9e9e)' }} />
+          Expected standard
+        </div>
+        <div className={styles.legendItem}>
+          <div className={styles.legendSwatch} style={{ background: 'var(--accent-teal, #2d7d7d)' }} />
+          Exceeding / high score
+        </div>
+        <div className={styles.legendItem}>
+          <div className={styles.legendSwatch} style={{ background: 'var(--accent-coral, #e07256)', borderRadius: '50%' }} />
+          National average
+        </div>
+      </div>
+    </div>
+  );
+}

nextjs-app/components/SchoolDetailView.module.css

@@ -894,3 +894,105 @@
     margin-top: 1rem;
   }
 }
+
+/* ── Progress scores row (below SatsChart) ── */
+.progressScoresRow {
+  margin-top: 1.25rem;
+  padding-top: 1rem;
+  border-top: 1px solid var(--border-color, #e5dfd5);
+}
+
+.progressScoresGrid {
+  display: flex;
+  gap: 1.5rem;
+  flex-wrap: wrap;
+}
+
+.progressScoreItem {
+  display: flex;
+  align-items: baseline;
+  gap: 0.4rem;
+}
+
+.progressScoreLabel {
+  font-size: 0.78rem;
+  font-weight: 500;
+  color: var(--text-muted, #6d685f);
+}
+
+.progressScoreValue {
+  font-size: 0.9rem;
+  font-weight: 700;
+  color: var(--text-primary, #1a1612);
+  font-variant-numeric: tabular-nums;
+}
+
+/* ── Admissions progress bar ── */
+.admissionsBarWrap {
+  margin-bottom: 1rem;
+}
+
+.admissionsBarLabel {
+  font-size: 0.8125rem;
+  color: var(--text-secondary, #5c564d);
+  margin-bottom: 0.4rem;
+}
+
+.admissionsBarLabel strong {
+  color: var(--text-primary, #1a1612);
+  font-weight: 700;
+}
+
+.admissionsBarTrack {
+  height: 20px;
+  background: var(--bg-secondary, #f3ede4);
+  border-radius: 10px;
+  overflow: hidden;
+  position: relative;
+}
+
+.admissionsBarFill {
+  height: 100%;
+  border-radius: 10px;
+  transition: width 0.6s ease;
+}
+
+.admissionsBarOversubscribed {
+  background: var(--accent-coral, #e07256);
+}
+
+.admissionsBarUndersubscribed {
+  background: var(--accent-teal, #2d7d7d);
+}
+
+/* ── History accordion ── */
+.historyDisclosure {
+  margin-top: 1rem;
+}
+
+.historyToggle {
+  font-size: 0.8125rem;
+  font-weight: 600;
+  color: var(--text-muted, #6d685f);
+  cursor: pointer;
+  padding: 0.5rem 0;
+  list-style: none;
+  display: flex;
+  align-items: center;
+  gap: 0.4rem;
+}
+
+.historyToggle::-webkit-details-marker {
+  display: none;
+}
+
+.historyToggle::before {
+  content: '▸';
+  display: inline-block;
+  transition: transform 0.2s ease;
+  font-size: 0.7rem;
+}
+
+.historyDisclosure[open] > .historyToggle::before {
+  transform: rotate(90deg);
+}

nextjs-app/components/SchoolDetailView.tsx

@@ -22,6 +22,7 @@ import {
   buildOfstedHeroChip,
 } from '@/lib/utils';
 import { DeltaChip } from './DeltaChip';
+import SatsChart from './SatsChart';
 import styles from './SchoolDetailView.module.css';
 
 const OFSTED_LABELS: Record<number, string> = {
@@ -561,127 +562,61 @@ export function SchoolDetailView({
                 )}
               </div>
 
-              <div className={styles.metricGroupsGrid} style={{ marginTop: '1rem' }}>
-                <div className={styles.metricGroup}>
-                  <h3 className={styles.metricGroupTitle}>Reading</h3>
-                  <div className={styles.metricTable}>
-                    {latestResults.reading_expected_pct !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>Expected level</span>
-                        <span className={styles.metricValue}>
-                          {formatPercentage(latestResults.reading_expected_pct)}
-                          {primaryAvg.reading_expected_pct != null && (
-                            <DeltaChip value={latestResults.reading_expected_pct} baseline={primaryAvg.reading_expected_pct} unit="pts" size="sm" />
-                          )}
-                        </span>
-                      </div>
-                    )}
-                    {latestResults.reading_high_pct !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>Exceeding</span>
-                        <span className={styles.metricValue}>{formatPercentage(latestResults.reading_high_pct)}</span>
-                      </div>
-                    )}
-                    {latestResults.reading_progress !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>
-                          Progress score
-                          <MetricTooltip metricKey="reading_progress" />
-                        </span>
-                        <span className={`${styles.metricValue} ${progressClass(latestResults.reading_progress)}`}>
+              <SatsChart
+                subjects={[
+                  {
+                    name: 'Reading',
+                    expectedPct: latestResults.reading_expected_pct,
+                    exceedingPct: latestResults.reading_high_pct,
+                    nationalExpectedPct: primaryAvg.reading_expected_pct,
+                  },
+                  {
+                    name: 'Writing',
+                    expectedPct: latestResults.writing_expected_pct,
+                    exceedingPct: latestResults.writing_high_pct,
+                    nationalExpectedPct: primaryAvg.writing_expected_pct,
+                  },
+                  {
+                    name: 'Maths',
+                    expectedPct: latestResults.maths_expected_pct,
+                    exceedingPct: latestResults.maths_high_pct,
+                    nationalExpectedPct: primaryAvg.maths_expected_pct,
+                  },
+                ]}
+              />
+
+              {/* Progress scores row */}
+              {(latestResults.reading_progress != null || latestResults.writing_progress != null || latestResults.maths_progress != null) && (
+                <div className={styles.progressScoresRow}>
+                  <h3 className={styles.subSectionTitle}>Progress Scores</h3>
+                  <div className={styles.progressScoresGrid}>
+                    {latestResults.reading_progress != null && (
+                      <div className={styles.progressScoreItem}>
+                        <span className={styles.progressScoreLabel}>Reading</span>
+                        <span className={`${styles.progressScoreValue} ${progressClass(latestResults.reading_progress)}`}>
                           {formatProgress(latestResults.reading_progress)}
                         </span>
                       </div>
                     )}
-                    {latestResults.reading_avg_score !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>
-                          Average score
-                          <MetricTooltip metricKey="reading_avg_score" />
-                        </span>
-                        <span className={styles.metricValue}>{latestResults.reading_avg_score.toFixed(1)}</span>
-                      </div>
-                    )}
-                  </div>
-                </div>
-
-                <div className={styles.metricGroup}>
-                  <h3 className={styles.metricGroupTitle}>Writing</h3>
-                  <div className={styles.metricTable}>
-                    {latestResults.writing_expected_pct !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>Expected level</span>
-                        <span className={styles.metricValue}>
-                          {formatPercentage(latestResults.writing_expected_pct)}
-                          {primaryAvg.writing_expected_pct != null && (
-                            <DeltaChip value={latestResults.writing_expected_pct} baseline={primaryAvg.writing_expected_pct} unit="pts" size="sm" />
-                          )}
-                        </span>
-                      </div>
-                    )}
-                    {latestResults.writing_high_pct !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>Exceeding</span>
-                        <span className={styles.metricValue}>{formatPercentage(latestResults.writing_high_pct)}</span>
-                      </div>
-                    )}
-                    {latestResults.writing_progress !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>
-                          Progress score
-                          <MetricTooltip metricKey="writing_progress" />
-                        </span>
-                        <span className={`${styles.metricValue} ${progressClass(latestResults.writing_progress)}`}>
+                    {latestResults.writing_progress != null && (
+                      <div className={styles.progressScoreItem}>
+                        <span className={styles.progressScoreLabel}>Writing</span>
+                        <span className={`${styles.progressScoreValue} ${progressClass(latestResults.writing_progress)}`}>
                           {formatProgress(latestResults.writing_progress)}
                         </span>
                       </div>
                     )}
-                  </div>
-                </div>
-
-                <div className={styles.metricGroup}>
-                  <h3 className={styles.metricGroupTitle}>Maths</h3>
-                  <div className={styles.metricTable}>
-                    {latestResults.maths_expected_pct !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>Expected level</span>
-                        <span className={styles.metricValue}>
-                          {formatPercentage(latestResults.maths_expected_pct)}
-                          {primaryAvg.maths_expected_pct != null && (
-                            <DeltaChip value={latestResults.maths_expected_pct} baseline={primaryAvg.maths_expected_pct} unit="pts" size="sm" />
-                          )}
-                        </span>
-                      </div>
-                    )}
-                    {latestResults.maths_high_pct !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>Exceeding</span>
-                        <span className={styles.metricValue}>{formatPercentage(latestResults.maths_high_pct)}</span>
-                      </div>
-                    )}
-                    {latestResults.maths_progress !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>
-                          Progress score
-                          <MetricTooltip metricKey="maths_progress" />
-                        </span>
-                        <span className={`${styles.metricValue} ${progressClass(latestResults.maths_progress)}`}>
+                    {latestResults.maths_progress != null && (
+                      <div className={styles.progressScoreItem}>
+                        <span className={styles.progressScoreLabel}>Maths</span>
+                        <span className={`${styles.progressScoreValue} ${progressClass(latestResults.maths_progress)}`}>
                           {formatProgress(latestResults.maths_progress)}
                         </span>
                       </div>
                     )}
-                    {latestResults.maths_avg_score !== null && (
-                      <div className={styles.metricRow}>
-                        <span className={styles.metricName}>
-                          Average score
-                          <MetricTooltip metricKey="maths_avg_score" />
-                        </span>
-                        <span className={styles.metricValue}>{latestResults.maths_avg_score.toFixed(1)}</span>
+                  </div>
                 </div>
               )}
-                  </div>
-                </div>
-              </div>
 
               {(latestResults.reading_progress !== null || latestResults.writing_progress !== null || latestResults.maths_progress !== null) && (
                 <p className={styles.progressNote}>
@@ -852,7 +787,20 @@ export function SchoolDetailView({
       {admissions && (
         <section id="admissions" className={styles.card}>
           <h2 className={styles.sectionTitle}>How Hard to Get Into This School ({formatAcademicYear(admissions.year)})</h2>
-          {admissions.oversubscribed != null && (
+          {admissions.first_preference_applications != null && admissions.published_admission_number != null && (
+            <div className={styles.admissionsBarWrap}>
+              <div className={styles.admissionsBarLabel}>
+                <strong>{admissions.published_admission_number}</strong> places for <strong>{admissions.first_preference_applications}</strong> first-choice applications
+              </div>
+              <div className={styles.admissionsBarTrack}>
+                <div
+                  className={`${styles.admissionsBarFill} ${admissions.oversubscribed ? styles.admissionsBarOversubscribed : styles.admissionsBarUndersubscribed}`}
+                  style={{ width: `${Math.min(100, (admissions.published_admission_number / admissions.first_preference_applications) * 100)}%` }}
+                />
+              </div>
+            </div>
+          )}
+          {admissions.first_preference_applications == null && admissions.oversubscribed != null && (
             <div className={`${styles.admissionsBadge} ${admissions.oversubscribed ? styles.statusWarn : styles.statusGood}`}>
               {admissions.oversubscribed
                 ? '⚠ Oversubscribed'
@@ -905,7 +853,15 @@ export function SchoolDetailView({
                   English as an additional language
                   <MetricTooltip metricKey="eal_pct" />
                 </div>
-                <div className={styles.metricValue}>{formatPercentage(latestResults.eal_pct)}</div>
+                <div className={styles.metricValue}>
+                  {formatPercentage(latestResults.eal_pct)}
+                  {primaryAvg.eal_pct != null && (
+                    <DeltaChip value={latestResults.eal_pct} baseline={primaryAvg.eal_pct} unit="pts" size="sm" />
+                  )}
+                </div>
+                {primaryAvg.eal_pct != null && (
+                  <div className={styles.metricHint}>National avg: {primaryAvg.eal_pct.toFixed(0)}%</div>
+                )}
               </div>
             )}
             {latestResults?.sen_support_pct != null && (
@@ -1034,8 +990,8 @@ export function SchoolDetailView({
             />
           </div>
           {yearlyData.length > 1 && (
-            <>
-              <p className={styles.historicalSubtitle}>Detailed year-by-year figures</p>
+            <details className={styles.historyDisclosure}>
+              <summary className={styles.historyToggle}>View raw year-by-year data</summary>
               <div className={styles.tableWrapper}>
                 <table className={styles.dataTable}>
                   <thead>
@@ -1084,7 +1040,7 @@ export function SchoolDetailView({
                   </tbody>
                 </table>
               </div>
-            </>
+            </details>
           )}
         </section>
       )}

nextjs-app/components/SchoolMap.tsx

@@ -27,9 +27,11 @@ interface SchoolMapProps {
   zoom?: number;
   referencePoint?: [number, number];
   onMarkerClick?: (school: School) => void;
+  nationalAvgRwm?: number | null;
+  laAverages?: Record<string, number | null>;
 }
 
-export function SchoolMap({ schools, center, zoom = 13, referencePoint, onMarkerClick }: SchoolMapProps) {
+export function SchoolMap({ schools, center, zoom = 13, referencePoint, onMarkerClick, nationalAvgRwm, laAverages }: SchoolMapProps) {
   const wrapperRef = useRef<HTMLDivElement>(null);
   const [isFullscreen, setIsFullscreen] = useState(false);
 
@@ -89,6 +91,8 @@ export function SchoolMap({ schools, center, zoom = 13, referencePoint, onMarker
         zoom={zoom}
         referencePoint={referencePoint}
         onMarkerClick={onMarkerClick}
+        nationalAvgRwm={nationalAvgRwm}
+        laAverages={laAverages}
       />
     </div>
   );

nextjs-app/components/SchoolRow.module.css

@@ -199,6 +199,16 @@
 .ofsted3 { background: var(--accent-gold-bg); color: #b8920e; }
 .ofsted4 { background: var(--accent-coral-bg); color: var(--accent-coral, #e07256); }
 
+/* ── Ofsted badge variants ──────────────────────────────────────────────── */
+/* ofsted1–4 already defined above; these cover the two new framework states */
+.ofstedRc      { background: #5a3a6e; color: #fff; }
+.ofstedPending { background: #e0e0e0; color: #666; }
+
+/* ── vs-national delta line (under RWM metric) ──────────────────────────── */
+.vsNational    { font-size: 0.7rem; color: var(--accent-teal, #2d7d7d);  font-weight: 600; }
+.vsNationalNeg { font-size: 0.7rem; color: var(--accent-coral, #e07256); font-weight: 600; }
+.vsNationalFlat { font-size: 0.7rem; color: var(--text-muted, #8a847a); }
+
 /* ── Mobile ──────────────────────────────────────────── */
 @media (max-width: 640px) {
   .row {

nextjs-app/components/SchoolRow.tsx

@@ -2,30 +2,23 @@
  * SchoolRow Component
  * Four-line row for primary school search results
  *
- * Line 1: School name · Ofsted badge
+ * Line 1: School name · Ofsted badge (framework-aware)
  * Line 2: School type · Age range · Denomination · Gender
- * Line 3: R,W&M %  ·  Progress score  ·  Pupil count
+ * Line 3: Reading, Writing & Maths % · trend arrow · vs-national delta · Pupils
  * Line 4: Local authority · Distance
  */
 
 import type { School } from '@/lib/types';
-import { formatPercentage, formatProgress, calculateTrend, getPhaseStyle, schoolUrl } from '@/lib/utils';
-import { progressBand } from '@/lib/metrics';
+import { formatPercentage, calculateTrend, getPhaseStyle, schoolUrl, buildOfstedListBadge } from '@/lib/utils';
 import styles from './SchoolRow.module.css';
 
-const OFSTED_LABELS: Record<number, string> = {
-  1: 'Outstanding',
-  2: 'Good',
-  3: 'Req. Improvement',
-  4: 'Inadequate',
-};
-
 interface SchoolRowProps {
   school: School;
   isLocationSearch?: boolean;
   isInCompare?: boolean;
   onAddToCompare?: (school: School) => void;
   onRemoveFromCompare?: (urn: number) => void;
+  nationalAvgRwm?: number | null;
 }
 
 export function SchoolRow({
@@ -34,13 +27,22 @@ export function SchoolRow({
   isInCompare = false,
   onAddToCompare,
   onRemoveFromCompare,
+  nationalAvgRwm,
 }: SchoolRowProps) {
   const trend = calculateTrend(school.rwm_expected_pct, school.prev_rwm_expected_pct);
   const phase = getPhaseStyle(school.phase);
+  const ofstedBadge = buildOfstedListBadge(school);
 
-  // Use reading progress as representative; fall back to writing, then maths
-  const progressScore =
-    school.reading_progress ?? school.writing_progress ?? school.maths_progress ?? null;
+  const showGender = school.gender && school.gender.toLowerCase() !== 'mixed';
+  const showDenomination =
+    school.religious_denomination &&
+    school.religious_denomination !== 'Does not apply';
+
+  // vs-national delta
+  const rwmDelta =
+    school.rwm_expected_pct != null && nationalAvgRwm != null
+      ? Math.round(school.rwm_expected_pct - nationalAvgRwm)
+      : null;
 
   const handleCompareClick = () => {
     if (isInCompare) {
@@ -50,11 +52,6 @@ export function SchoolRow({
     }
   };
 
-  const showGender = school.gender && school.gender.toLowerCase() !== 'mixed';
-  const showDenomination =
-    school.religious_denomination &&
-    school.religious_denomination !== 'Does not apply';
-
   return (
     <div className={`${styles.row} ${phase.key ? styles[`phase${phase.key}`] : ''} ${isInCompare ? styles.rowInCompare : ''}`}>
       {/* Left: four content lines */}
@@ -65,16 +62,9 @@ export function SchoolRow({
           <a href={schoolUrl(school.urn, school.school_name)} className={styles.schoolName}>
             {school.school_name}
           </a>
-          {school.ofsted_grade && (
-            <span className={`${styles.ofstedBadge} ${styles[`ofsted${school.ofsted_grade}`]}`}>
-              {OFSTED_LABELS[school.ofsted_grade]}
-              {school.ofsted_date && (
-                <span className={styles.ofstedDate}>
-                  {' '}({new Date(school.ofsted_date).getFullYear()})
+          <span className={`${styles.ofstedBadge} ${styles[ofstedBadge.cssClass]}`}>
+            {ofstedBadge.label}
           </span>
-              )}
-            </span>
-          )}
         </div>
 
         {/* Line 2: Context tags */}
@@ -92,10 +82,9 @@ export function SchoolRow({
 
         {/* Line 3: Key stats */}
         <div className={styles.line3}>
-          {school.rwm_expected_pct != null ? (
           <span className={styles.stat}>
             <strong className={styles.statValue}>
-                {formatPercentage(school.rwm_expected_pct, 0)}
+              {school.rwm_expected_pct != null ? formatPercentage(school.rwm_expected_pct, 0) : '—'}
             </strong>
             {school.prev_rwm_expected_pct != null && (
               <span
@@ -119,23 +108,25 @@ export function SchoolRow({
                 )}
               </span>
             )}
-              <span className={styles.statLabel}>R, W &amp; M</span>
-            </span>
-          ) : (
-            <span className={styles.stat}>
-              <strong className={styles.statValue}>—</strong>
-              <span className={styles.statLabel}>R, W &amp; M</span>
+            <span className={styles.statLabel}>Reading, Writing &amp; Maths</span>
+            {rwmDelta != null && (
+              <span
+                className={
+                  rwmDelta >= 2
+                    ? styles.vsNational
+                    : rwmDelta <= -2
+                    ? styles.vsNationalNeg
+                    : styles.vsNationalFlat
+                }
+              >
+                {rwmDelta >= 2
+                  ? `+${rwmDelta} pts vs national`
+                  : rwmDelta <= -2
+                  ? `${rwmDelta} pts vs national`
+                  : '≈ national avg'}
               </span>
             )}
-
-          {progressScore != null && (
-            <span className={styles.stat}>
-              <strong className={styles.statValue}>{formatProgress(progressScore)}</strong>
-              <span className={styles.statLabel}>
-                progress · {progressBand(progressScore)}
           </span>
-            </span>
-          )}
 
           {school.total_pupils != null && (
             <span className={styles.stat}>

nextjs-app/components/SecondarySchoolRow.module.css

@@ -201,6 +201,10 @@
 .ofsted3 { background: var(--accent-gold-bg); color: #b8920e; }
 .ofsted4 { background: var(--accent-coral-bg); color: var(--accent-coral, #e07256); }
 
+/* ── Ofsted badge variants ──────────────────────────────────────────────── */
+.ofstedRc      { background: #5a3a6e; color: #fff; }
+.ofstedPending { background: #e0e0e0; color: #666; }
+
 /* ── Right actions column ────────────────────────────── */
 .rowActions {
   display: flex;

nextjs-app/components/SecondarySchoolRow.tsx

@@ -4,23 +4,16 @@
  *
  * Line 1: School name · Ofsted badge
  * Line 2: School type · Age range · Gender · Sixth form · Admissions tag
- * Line 3: Attainment 8 (large) · ±LA avg delta · Eng & Maths 4+ · Pupils
+ * Line 3: Attainment 8 (large) · ±LA avg delta · Pupils
  * Line 4: LA name · distance
  */
 
 'use client';
 
 import type { School } from '@/lib/types';
-import { getPhaseStyle, schoolUrl } from '@/lib/utils';
+import { buildOfstedListBadge, getPhaseStyle, schoolUrl } from '@/lib/utils';
 import styles from './SecondarySchoolRow.module.css';
 
-const OFSTED_LABELS: Record<number, string> = {
-  1: 'Outstanding',
-  2: 'Good',
-  3: 'Req. Improvement',
-  4: 'Inadequate',
-};
-
 function detectAdmissionsTag(school: School): string | null {
   const policy = school.admissions_policy?.toLowerCase() ?? '';
   if (policy.includes('selective')) return 'Selective';
@@ -58,8 +51,9 @@ export function SecondarySchoolRow({
     }
   };
 
+  const ofstedBadge = buildOfstedListBadge(school);
   const phase = getPhaseStyle(school.phase);
-  const att8 = school.attainment_8_score ?? null;
+  const att8 = school.attainment_8_score;
   const laDelta =
     att8 != null && laAvgAttainment8 != null ? att8 - laAvgAttainment8 : null;
 
@@ -77,16 +71,9 @@ export function SecondarySchoolRow({
           <a href={schoolUrl(school.urn, school.school_name)} className={styles.schoolName}>
             {school.school_name}
           </a>
-          {school.ofsted_grade && (
-            <span className={`${styles.ofstedBadge} ${styles[`ofsted${school.ofsted_grade}`]}`}>
-              {OFSTED_LABELS[school.ofsted_grade]}
-              {school.ofsted_date && (
-                <span className={styles.ofstedDate}>
-                  {' '}({new Date(school.ofsted_date).getFullYear()})
+          <span className={`${styles.ofstedBadge} ${styles[ofstedBadge.cssClass]}`}>
+            {ofstedBadge.label}
           </span>
-              )}
-            </span>
-          )}
         </div>
 
         {/* Line 2: Context tags */}
@@ -126,15 +113,6 @@ export function SecondarySchoolRow({
             </span>
           )}
 
-          {school.english_maths_standard_pass_pct != null && (
-            <span className={styles.stat}>
-              <strong className={styles.statValue}>
-                {school.english_maths_standard_pass_pct.toFixed(0)}%
-              </strong>
-              <span className={styles.statLabel}>Eng &amp; Maths 4+</span>
-            </span>
-          )}
-
           {school.total_pupils != null && (
             <span className={styles.stat}>
               <strong className={styles.statValue}>

nextjs-app/lib/api.ts

@@ -15,6 +15,7 @@ import type {
   RankingsParams,
   APIError,
   LAaveragesResponse,
+  NationalAverages,
 } from './types';
 
 // ============================================================================
@@ -261,6 +262,26 @@ export async function fetchLAaverages(
   return handleResponse<LAaveragesResponse>(response);
 }
 
+/**
+ * Fetch official DfE KS2 national averages (primary) and computed KS4 secondary averages.
+ * Returns latest year snapshot plus per-year history for chart reference lines.
+ */
+export async function fetchNationalAverages(
+  options: RequestInit = {}
+): Promise<NationalAverages> {
+  const url = `${API_BASE_URL}/national-averages`;
+
+  const response = await fetch(url, {
+    ...options,
+    next: {
+      revalidate: 3600,
+      ...options.next,
+    },
+  });
+
+  return handleResponse<NationalAverages>(response);
+}
+
 /**
  * Fetch database statistics and info
  */

nextjs-app/lib/types.ts

@@ -67,6 +67,7 @@ export interface School {
   // Ofsted (for list view — summary only)
   ofsted_grade?: 1 | 2 | 3 | 4 | null;
   ofsted_date?: string | null;
+  ofsted_framework?: string | null;
 }
 
 // ============================================================================

nextjs-app/lib/utils.ts

@@ -71,6 +71,13 @@ export function formatPercentage(value: number | null | undefined, decimals: num
   return `${value.toFixed(decimals)}%`;
 }
 
+export function formatWithSuppression(value: number | null | undefined): { display: string; suppressed: boolean } {
+  if (value == null) return { display: '—', suppressed: true };
+  return { display: formatPercentage(value), suppressed: false };
+}
+
+export const SUPPRESSED_TOOLTIP = 'Data not available — may be suppressed to protect small cohorts.';
+
 /**
  * Format a progress score (can be negative)
  */
@@ -570,3 +577,49 @@ export function buildSchoolSummary(
 
   return parts.join(', ') + '.';
 }
+
+// ─── List-level Ofsted badge ──────────────────────────────────────────────────
+
+export interface OfstedListBadge {
+  /** Display text for the badge (e.g. "Outstanding · 2023", "Report Card · 2025") */
+  label: string;
+  /** CSS module class key — one of: ofsted1 | ofsted2 | ofsted3 | ofsted4 | ofstedRc | ofstedPending */
+  cssClass: string;
+}
+
+/**
+ * Build the Ofsted badge for a school card in the list/map view.
+ * Three states:
+ *   - OEIF school (ofsted_grade set): grade word + year, colour-keyed
+ *   - ReportCard school (ofsted_framework === 'ReportCard'): "Report Card · YYYY" in purple
+ *   - No inspection: "Not yet inspected" in grey
+ */
+export function buildOfstedListBadge(school: {
+  ofsted_grade?: 1 | 2 | 3 | 4 | null;
+  ofsted_date?: string | null;
+  ofsted_framework?: string | null;
+}): OfstedListBadge {
+  const year = school.ofsted_date
+    ? new Date(school.ofsted_date).getFullYear()
+    : null;
+  const yearStr = year ? ` · ${year}` : '';
+
+  if (school.ofsted_grade) {
+    const labels: Record<number, string> = {
+      1: 'Outstanding',
+      2: 'Good',
+      3: 'Req. Improvement',
+      4: 'Inadequate',
+    };
+    return {
+      label: `${labels[school.ofsted_grade]}${yearStr}`,
+      cssClass: `ofsted${school.ofsted_grade}`,
+    };
+  }
+
+  if (school.ofsted_framework === 'ReportCard') {
+    return { label: `Report Card${yearStr}`, cssClass: 'ofstedRc' };
+  }
+
+  return { label: 'Not yet inspected', cssClass: 'ofstedPending' };
+}

pipeline/transform/models/marts/dim_school.sql

@@ -6,7 +6,7 @@ with schools as (
 
 {% set ofsted_relation = adapter.get_relation(
     database=target.database,
-    schema=target.schema,
+    schema='intermediate',
     identifier='int_ofsted_latest'
 ) %}