Merge pull request 'feat(destinations): say what happened to a school's leavers, without republishing what DfE withheld' (#137) from feat/ks4-destinations into main

Reviewed-on: #137

backend/app.py

@@ -919,6 +919,7 @@ async def get_school_details(request: Request, urn: int):
         "phonics": supplementary.get("phonics"),
         "deprivation": supplementary.get("deprivation"),
         "finance": supplementary.get("finance"),
+        "destinations": supplementary.get("destinations"),
     }
 
 

backend/data_loader.py

@@ -20,6 +20,7 @@ from .models import (
     DimSchool, DimLocation, KS2Performance,
     FactOfstedInspection, FactAdmissions, FactAdmissionDistance,
     FactDeprivation, FactFinance, FactPupilCharacteristics,
+    FactKs4Destinations, FactKs5Destinations,
 )
 from .ofsted_codes import ofsted_page_url, report_card_labels
 from .schemas import SCHOOL_TYPE_MAP
@@ -816,6 +817,218 @@ def _finance_dict(f) -> dict:
     }
 
 
+# Destination measures that are totals DfE published itself, rather than one of
+# the categories that partition the cohort.
+_AGGREGATE_MEASURES = {"agg_sustained_education", "agg_sustained_all"}
+
+
+def _format_cohort_year(year) -> str | None:
+    """202223 -> '2022/23'.
+
+    The section has to date its own cohort. Destination measures run about two
+    GCSE years behind the results shown above them on the same page, so an
+    undated figure reads as stale data rather than as a different question.
+    """
+    if not year:
+        return None
+    text = str(year)
+    if len(text) == 6:
+        return f"{text[:4]}/{text[4:6]}"
+    if len(text) == 8:
+        return f"{text[:4]}/{text[6:8]}"
+    return text
+
+
+_PUPIL_GROUPS = ("disadvantaged", "other", "all")
+
+
+def _lone_hidden_groups(groups: dict) -> list:
+    """Pupil groups hiding exactly one category — solvable by subtraction."""
+    return [
+        key for key, group in groups.items()
+        if sum(1 for c in group["categories"] if c["status"] == "suppressed") == 1
+    ]
+
+
+def _lone_hidden_categories(groups: dict) -> list:
+    """Categories hidden in exactly one of several pupil groups."""
+    lone = []
+    categories = {c["category"] for g in groups.values() for c in g["categories"]}
+    for category in categories:
+        found = [
+            c for g in groups.values() for c in g["categories"]
+            if c["category"] == category
+        ]
+        hidden = [c for c in found if c["status"] == "suppressed"]
+        if len(hidden) == 1 and len(found) > 1:
+            lone.append(category)
+    return lone
+
+
+def disclosure_invariant_holds(groups: dict) -> bool:
+    """Every row and every column hides none, or at least two.
+
+    Public so the tests can assert it directly rather than re-deriving it.
+    """
+    return not _lone_hidden_groups(groups) and not _lone_hidden_categories(groups)
+
+
+def _mask_for_disclosure(groups: dict) -> None:
+    """Withhold further cells until nothing suppressed can be solved for.
+
+    Not rendering a figure is not the same as not publishing it. This endpoint
+    is public and unauthenticated, so anything left in the payload is
+    published, whatever the UI chooses to draw — the same reasoning the
+    admission_distance field carries in app.py.
+
+    Two identities let a caller solve for a withheld cell:
+
+      * within a pupil group, the categories sum to the cohort, so a group with
+        exactly ONE suppressed category gives it away as cohort - sum(rest);
+      * across groups, disadvantaged + other = all for every category, so a
+        category suppressed in exactly ONE of the three gives itself away.
+
+    DfE's own answer is secondary suppression: withhold a second cell so the
+    residual spans two unknowns and identifies neither.
+
+    Where no companion can do that — a sparse cohort whose every other category
+    is `not_applicable`, which is common in special schools and alternative
+    provision — there is nothing left to withhold, so the pupil group is
+    DROPPED entirely. An earlier version simply gave up here and returned with
+    the violation intact and no signal, which is the one outcome this function
+    must never produce: a disclosure-control pass that fails silently is worse
+    than none, because everything downstream trusts it.
+
+    Mutates `groups` in place. Guaranteed to return with
+    disclosure_invariant_holds(groups) true.
+    """
+
+    def suppress(cell):
+        if cell["status"] == "published":
+            cell["status"] = "suppressed"
+            cell["pupils"] = None
+            cell["percentage"] = None
+            return True
+        return False
+
+    def add_companion(candidates) -> bool:
+        """Withhold a second cell so the residual spans two unknowns.
+
+        The companion must carry pupils. Suppressing a zero looks like
+        secondary suppression and protects nothing: the residual still equals
+        the original withheld figure exactly. Returns False when no cell can
+        do the job, which escalates to dropping the group.
+        """
+        published = [c for c in candidates if c["status"] == "published"]
+        useful = sorted(
+            (c for c in published if (c["pupils"] or 0) > 0),
+            key=lambda c: c["pupils"],
+        )
+        if useful:
+            return suppress(useful[0])
+        # Every remaining cell is zero or not applicable: withholding any of
+        # them leaves the residual equal to the original figure.
+        return False
+
+    # Fixpoint: each new suppression can break the other identity. Terminates
+    # because every pass either adds a suppression, drops a group, or stops.
+    while not disclosure_invariant_holds(groups):
+        changed = False
+
+        for category in _lone_hidden_categories(groups):
+            siblings = [
+                c for g in groups.values() for c in g["categories"]
+                if c["category"] == category
+            ]
+            if add_companion(siblings):
+                changed = True
+
+        for key in _lone_hidden_groups(groups):
+            if add_companion(groups[key]["categories"]):
+                changed = True
+
+        if changed:
+            continue
+
+        # Nothing left to withhold. Drop the groups that are still solvable,
+        # and any category still solvable across the groups that remain.
+        for key in _lone_hidden_groups(groups):
+            del groups[key]
+            changed = True
+
+        for category in _lone_hidden_categories(groups):
+            for group in groups.values():
+                for cell in group["categories"]:
+                    if cell["category"] == category and suppress(cell):
+                        changed = True
+
+        if not changed:
+            # Unreachable given the two escalations above, but a masking pass
+            # must never spin or exit unsafely. Withhold everything.
+            groups.clear()
+            return
+
+
+def _destinations_block(rows: list) -> dict | None:
+    """Shape destination rows for one phase into the API's block.
+
+    Applies secondary suppression before returning, so no caller of this public
+    endpoint can solve for a figure DfE withheld. See _mask_for_disclosure.
+
+    Aggregate measures are dropped entirely. DfE publishes them, and they would
+    be useful for a "what is published for this group" fallback, but nothing
+    renders them today and an aggregate spanning exactly one suppressed
+    component names that component. An unused field that leaks is not a
+    trade-off worth carrying — re-add them with their own guard if the fallback
+    is ever built.
+
+    Deliberately computes no residual, no "remaining pupils" figure, and no
+    total that would close a gap left by a suppressed category.
+    """
+    if not rows:
+        return None
+
+    years = [r["year"] for r in rows if r.get("year") is not None]
+    if not years:
+        return None
+    latest_year = max(years)
+    rows = [r for r in rows if r.get("year") == latest_year]
+
+    groups: dict = {}
+    for row in rows:
+        group = groups.setdefault(
+            row["pupil_group"],
+            {"cohort": row.get("cohort_pupils"), "categories": []},
+        )
+        measure = row["destination_measure"]
+        published = row.get("status") == "published"
+        # Belt and braces: percentage is derived from the same source cell as
+        # pupils, but publishing one without the other would hand back the
+        # cohort (pupils / percentage) and with it the residual.
+        cell = {
+            "category": measure,
+            "pupils": row.get("pupils") if published else None,
+            "percentage": row.get("percentage") if published else None,
+            "status": row.get("status"),
+        }
+        if measure in _AGGREGATE_MEASURES:
+            continue
+        group["categories"].append(cell)
+
+    if not groups:
+        return None
+
+    _mask_for_disclosure(groups)
+
+    # Masking can empty the block entirely — a sparse cohort where no group
+    # could be made safe. Return None so the section is absent rather than
+    # rendering an empty shell.
+    if not groups:
+        return None
+
+    return {"cohort_year": _format_cohort_year(latest_year), "groups": groups}
+
+
 def _empty_supplementary() -> dict:
     return {
         "ofsted": None,
@@ -827,6 +1040,7 @@ def _empty_supplementary() -> dict:
         "phonics": None,
         "deprivation": None,
         "finance": None,
+        "destinations": None,
     }
 
 
@@ -954,6 +1168,38 @@ def get_supplementary_data_batch(db: Session, urns: list[int]) -> dict:
             result[f.urn]["finance"] = _finance_dict(f)
     _safe(_finance)
 
+    # Destinations — KS4 and 16-18. Both marts are long-format, so every row
+    # for a URN is collected and _destinations_block picks the latest year and
+    # shapes the pupil groups. A phase with no rows serialises as null rather
+    # than an empty shell, so the frontend renders nothing rather than an empty
+    # section.
+    def _destinations():
+        from collections import defaultdict
+
+        def _collect(model):
+            per_urn = defaultdict(list)
+            for r in db.query(model).filter(model.urn.in_(urns)).all():
+                per_urn[r.urn].append({
+                    "year": r.year,
+                    "pupil_group": r.pupil_group,
+                    "destination_measure": r.destination_measure,
+                    "cohort_pupils": r.cohort_pupils,
+                    "pupils": r.pupils,
+                    "percentage": r.percentage,
+                    "status": r.status,
+                })
+            return per_urn
+
+        ks4_rows = _collect(FactKs4Destinations)
+        ks5_rows = _collect(FactKs5Destinations)
+        for urn in urns:
+            ks4 = _destinations_block(ks4_rows.get(urn, []))
+            ks5 = _destinations_block(ks5_rows.get(urn, []))
+            result[urn]["destinations"] = (
+                {"ks4": ks4, "ks5": ks5} if (ks4 or ks5) else None
+            )
+    _safe(_destinations)
+
     return result
 
 

backend/models.py

@@ -321,3 +321,48 @@ class Ks2NationalAverage(Base):
     gps_high_pct = Column(Float)
     gps_avg_score = Column(Float)
     science_expected_pct = Column(Float)
+
+
+class FactKs4Destinations(Base):
+    """KS4 leavers destinations — one row per URN, year, pupil group, measure.
+
+    Long format rather than wide because pupil_group is a real third dimension.
+    `status` is load-bearing: 'suppressed' means DfE withheld a figure it
+    considered disclosive and the page must print "withheld"; 'not_applicable'
+    means the measure does not apply and the page must print nothing. `pupils`
+    is null for both, so collapsing status to a null check loses the
+    difference — and the categories sum to the cohort, so a consumer that
+    treats a withheld cell as zero republishes what DfE hid.
+    """
+    __tablename__ = "fact_ks4_destinations"
+    __table_args__ = (
+        Index("ix_ks4_dest_urn_year", "urn", "year"),
+        MARTS,
+    )
+
+    urn = Column(Integer, primary_key=True)
+    year = Column(Integer, primary_key=True)
+    pupil_group = Column(String(20), primary_key=True)
+    destination_measure = Column(String(40), primary_key=True)
+    cohort_pupils = Column(Integer)
+    pupils = Column(Integer)
+    percentage = Column(Float)
+    status = Column(String(20))
+
+
+class FactKs5Destinations(Base):
+    """16-18 study leavers destinations — same grain as FactKs4Destinations."""
+    __tablename__ = "fact_ks5_destinations"
+    __table_args__ = (
+        Index("ix_ks5_dest_urn_year", "urn", "year"),
+        MARTS,
+    )
+
+    urn = Column(Integer, primary_key=True)
+    year = Column(Integer, primary_key=True)
+    pupil_group = Column(String(20), primary_key=True)
+    destination_measure = Column(String(40), primary_key=True)
+    cohort_pupils = Column(Integer)
+    pupils = Column(Integer)
+    percentage = Column(Float)
+    status = Column(String(20))

backend/tests/test_destinations_api.py

@@ -0,0 +1,269 @@
+"""The destinations serialiser's contract.
+
+Not rendering a figure is not the same as not publishing it. This endpoint is
+public and unauthenticated, so whatever the payload carries is published,
+whatever the UI draws. The categories sum to the cohort and the pupil groups
+sum to each other, so a lone suppressed cell is solvable by subtraction — the
+serialiser adds secondary suppression to prevent it.
+
+See docs/superpowers/specs/2026-08-28-destination-measures-design.md.
+"""
+
+from backend.data_loader import (
+    _destinations_block, _format_cohort_year, disclosure_invariant_holds,
+)
+
+
+def _row(group, measure, pupils, status, cohort=180, percentage=None, year=202223):
+    return {
+        "pupil_group": group,
+        "destination_measure": measure,
+        "pupils": pupils,
+        "percentage": percentage,
+        "status": status,
+        "cohort_pupils": cohort,
+        "year": year,
+    }
+
+
+def test_suppressed_category_serialises_as_suppressed_with_null_pupils():
+    rows = [
+        _row("all", "school_sixth_form", 75, "published", percentage=41.7),
+        _row("all", "sixth_form_college", None, "suppressed"),
+    ]
+    block = _destinations_block(rows)
+    cats = {c["category"]: c for c in block["groups"]["all"]["categories"]}
+    assert cats["sixth_form_college"]["status"] == "suppressed"
+    assert cats["sixth_form_college"]["pupils"] is None
+    assert cats["sixth_form_college"]["percentage"] is None
+
+
+def test_published_category_keeps_its_figures():
+    block = _destinations_block([
+        _row("all", "school_sixth_form", 75, "published", percentage=41.7),
+    ])
+    cat = block["groups"]["all"]["categories"][0]
+    assert cat["pupils"] == 75
+    assert cat["percentage"] == 41.7
+    assert cat["status"] == "published"
+
+
+def test_only_the_latest_year_is_served():
+    rows = [
+        _row("all", "school_sixth_form", 60, "published", year=202122),
+        _row("all", "school_sixth_form", 75, "published", year=202223),
+    ]
+    block = _destinations_block(rows)
+    assert block["cohort_year"] == "2022/23"
+    assert len(block["groups"]["all"]["categories"]) == 1
+    assert block["groups"]["all"]["categories"][0]["pupils"] == 75
+
+
+def test_all_three_pupil_groups_are_carried():
+    rows = [
+        _row("all", "school_sixth_form", 75, "published"),
+        _row("disadvantaged", "school_sixth_form", 17, "published", cohort=62),
+        _row("other", "school_sixth_form", 58, "published", cohort=118),
+    ]
+    block = _destinations_block(rows)
+    assert set(block["groups"]) == {"all", "disadvantaged", "other"}
+    assert block["groups"]["disadvantaged"]["cohort"] == 62
+
+
+def test_cohort_year_is_reported_so_the_page_can_date_itself():
+    block = _destinations_block([_row("all", "school_sixth_form", 75, "published")])
+    assert block["cohort_year"] == "2022/23"
+
+
+def test_format_cohort_year_handles_the_six_digit_form():
+    assert _format_cohort_year(202223) == "2022/23"
+    assert _format_cohort_year(None) is None
+
+
+def test_empty_rows_yield_none_not_an_empty_shell():
+    assert _destinations_block([]) is None
+
+
+# ── Disclosure control ──────────────────────────────────────────────────────
+#
+# The rendering guards in lib/destinations.ts stop a withheld figure being
+# DRAWN. They do nothing about it being COMPUTED: this endpoint is public and
+# unauthenticated, so whatever the payload carries is published. These tests
+# are the ones that matter.
+
+def _solve_residual(group):
+    """What any caller can work out: cohort minus everything published."""
+    published = [c["pupils"] for c in group["categories"] if c["pupils"] is not None]
+    hidden = [c for c in group["categories"] if c["status"] == "suppressed"]
+    return group["cohort"] - sum(published), len(hidden)
+
+
+def test_a_lone_suppressed_category_cannot_be_solved_for():
+    """Whitley Bay High School's real 2022/23 disadvantaged group: further
+    education withheld, everything else published, cohort 41. Before secondary
+    suppression the payload gave the answer away as 41 - 23 = 18."""
+    rows = [
+        _row("disadvantaged", "school_sixth_form", 15, "published", cohort=41),
+        _row("disadvantaged", "sixth_form_college", 0, "published", cohort=41),
+        _row("disadvantaged", "further_education", None, "suppressed", cohort=41),
+        _row("disadvantaged", "apprenticeship", 1, "published", cohort=41),
+        _row("disadvantaged", "employment", 2, "published", cohort=41),
+        _row("disadvantaged", "not_sustained", 3, "published", cohort=41),
+        _row("disadvantaged", "not_captured", 2, "published", cohort=41),
+    ]
+    group = _destinations_block(rows)["groups"]["disadvantaged"]
+    residual, hidden = _solve_residual(group)
+    assert hidden >= 2, "a lone suppressed cell must gain a companion"
+    assert residual != 18, "the withheld figure is recoverable from the payload"
+
+
+def test_every_group_hides_none_or_at_least_two_categories():
+    rows = [
+        _row("all", "school_sixth_form", 75, "published"),
+        _row("all", "sixth_form_college", None, "suppressed"),
+        _row("all", "further_education", 61, "published"),
+        _row("all", "apprenticeship", 8, "published"),
+        _row("all", "employment", 6, "published"),
+        _row("all", "not_sustained", 5, "published"),
+        _row("all", "not_captured", 4, "published"),
+    ]
+    group = _destinations_block(rows)["groups"]["all"]
+    hidden = [c for c in group["categories"] if c["status"] == "suppressed"]
+    assert len(hidden) >= 2
+
+
+def test_a_category_hidden_in_one_group_is_hidden_in_a_second():
+    """disadvantaged + other = all for every category, so a category withheld
+    in exactly one of the three is recoverable from the other two."""
+    rows = []
+    for measure, a, d, o in [
+        ("school_sixth_form", 75, None, 58),
+        ("further_education", 61, 27, 34),
+        ("apprenticeship", 8, 4, 4),
+        ("employment", 6, 1, 5),
+        ("not_sustained", 5, 3, 2),
+        ("not_captured", 4, 2, 2),
+    ]:
+        rows.append(_row("all", measure, a, "published", cohort=159))
+        rows.append(_row("disadvantaged", measure, d,
+                         "published" if d is not None else "suppressed", cohort=37))
+        rows.append(_row("other", measure, o, "published", cohort=122))
+
+    groups = _destinations_block(rows)["groups"]
+    measures = {c["category"] for g in groups.values() for c in g["categories"]}
+    assert len(measures) == 6, "the fixture's six measures must all be checked"
+
+    for measure in sorted(measures):
+        hidden = sum(
+            1 for g in groups.values() for c in g["categories"]
+            if c["category"] == measure and c["status"] == "suppressed"
+        )
+        # The invariant is "none, or at least two" — not "at least two".
+        assert hidden != 1, f"{measure} is solvable across the pupil groups"
+
+
+def test_a_suppressed_cell_never_keeps_its_percentage():
+    """percentage / pupils would hand back the cohort, and with it the residual."""
+    rows = [
+        _row("all", "school_sixth_form", 75, "published", percentage=41.7),
+        _row("all", "sixth_form_college", None, "suppressed", percentage=11.7),
+        _row("all", "further_education", 61, "published", percentage=33.9),
+    ]
+    group = _destinations_block(rows)["groups"]["all"]
+    for cell in group["categories"]:
+        if cell["status"] != "published":
+            assert cell["pupils"] is None
+            assert cell["percentage"] is None
+
+
+def test_aggregates_are_not_served():
+    """An aggregate spanning exactly one suppressed component names it, and
+    nothing renders them today."""
+    rows = [
+        _row("all", "school_sixth_form", 75, "published"),
+        _row("all", "agg_sustained_all", 171, "published"),
+    ]
+    group = _destinations_block(rows)["groups"]["all"]
+    assert [c["category"] for c in group["categories"]] == ["school_sixth_form"]
+    assert "aggregates" not in group
+
+
+def test_a_fully_published_group_is_left_alone():
+    """Secondary suppression must not cost anything where nothing is withheld —
+    this is the all-pupils view on every mainstream secondary."""
+    rows = [
+        _row("all", m, p, "published")
+        for m, p in [("school_sixth_form", 75), ("sixth_form_college", 21),
+                     ("further_education", 61), ("apprenticeship", 8),
+                     ("employment", 6), ("not_sustained", 5), ("not_captured", 4)]
+    ]
+    group = _destinations_block(rows)["groups"]["all"]
+    assert all(c["status"] == "published" for c in group["categories"])
+    assert len(group["categories"]) == 7
+
+
+def test_the_invariant_is_asserted_directly_not_re_derived():
+    """A group with one suppressed category and nothing else to withhold."""
+    rows = [
+        _row("all", "school_sixth_form", None, "suppressed", cohort=9),
+        _row("all", "sixth_form_college", None, "not_applicable", cohort=9),
+        _row("all", "further_education", None, "not_applicable", cohort=9),
+    ]
+    block = _destinations_block(rows)
+    assert block is None or disclosure_invariant_holds(block["groups"])
+
+
+def test_a_sparse_cohort_with_no_companion_drops_the_group():
+    """Special schools and AP routinely have one suppressed category and every
+    other one not applicable. There is nothing left to withhold, so the group
+    goes — an earlier version returned here with the violation intact."""
+    rows = [
+        _row("all", "school_sixth_form", None, "suppressed", cohort=9),
+        _row("all", "sixth_form_college", None, "not_applicable", cohort=9),
+        _row("all", "further_education", None, "not_applicable", cohort=9),
+        _row("all", "apprenticeship", None, "not_applicable", cohort=9),
+        _row("all", "employment", None, "not_applicable", cohort=9),
+        _row("all", "not_sustained", None, "not_applicable", cohort=9),
+        _row("all", "not_captured", None, "not_applicable", cohort=9),
+    ]
+    block = _destinations_block(rows)
+    assert block is None or "all" not in block["groups"], (
+        "a group that cannot be made safe must not be served"
+    )
+
+
+def test_zeros_are_not_treated_as_a_usable_companion():
+    """Suppressing a zero protects nothing — the residual is unchanged. With
+    only zeros available the group must be dropped, not falsely 'fixed'."""
+    rows = [
+        _row("all", "school_sixth_form", None, "suppressed", cohort=5),
+        _row("all", "sixth_form_college", 0, "published", cohort=5),
+        _row("all", "further_education", 0, "published", cohort=5),
+    ]
+    block = _destinations_block(rows)
+    if block and "all" in block["groups"]:
+        group = block["groups"]["all"]
+        published = sum(c["pupils"] for c in group["categories"]
+                        if c["pupils"] is not None)
+        hidden = [c for c in group["categories"] if c["status"] == "suppressed"]
+        assert len(hidden) != 1, "a zero companion leaves the figure solvable"
+        assert group["cohort"] - published != 5
+
+
+def test_masking_always_terminates_in_a_safe_state():
+    """Exhaustive over every suppression pattern of a four-category group."""
+    from itertools import product
+    MEASURES = ["school_sixth_form", "sixth_form_college",
+                "further_education", "apprenticeship"]
+    for statuses in product(["published", "suppressed", "not_applicable"],
+                            repeat=len(MEASURES)):
+        rows = [
+            _row("all", m, 3 if st == "published" else None, st, cohort=12)
+            for m, st in zip(MEASURES, statuses)
+        ]
+        block = _destinations_block(rows)
+        if block is None:
+            continue
+        assert disclosure_invariant_holds(block["groups"]), (
+            f"invariant broken for {statuses}"
+        )

backend/tests/test_supplementary_batch.py

@@ -132,16 +132,23 @@ def test_one_query_per_table_and_latest_row_per_urn():
         "FactPupilCharacteristics": [],
         "FactDeprivation": [],
         "FactFinance": [],
+        "FactKs4Destinations": [],
+        "FactKs5Destinations": [],
     }
     session = _FakeSession(rows)
     out = get_supplementary_data_batch(session, [1, 2])
 
-    # Exactly one query per table — six total, regardless of two URNs.
+    # Exactly one query per table — eight total, regardless of two URNs.
     assert sorted(session.queries) == [
         "FactAdmissionDistance", "FactAdmissions", "FactDeprivation",
-        "FactFinance", "FactOfstedInspection", "FactPupilCharacteristics",
+        "FactFinance", "FactKs4Destinations", "FactKs5Destinations",
+        "FactOfstedInspection", "FactPupilCharacteristics",
     ]
 
+    # A school with no destination rows gets null, not an empty shell — the
+    # frontend renders the section from the block's presence.
+    assert out[1]["destinations"] is None
+
     # Latest Ofsted kept per URN
     assert out[1]["ofsted"]["overall_effectiveness"] == 2
     assert out[2]["ofsted"]["overall_effectiveness"] == 1

docs/superpowers/specs/2026-08-28-destination-measures-design.md

@@ -0,0 +1,399 @@
+# Destination Measures — Design
+
+**Date:** 2026-08-28
+**Status:** awaiting review
+**Scope:** secondary school detail pages only
+
+## Goal
+
+Say what happened to a school's leavers after they left. Two sections on the
+secondary template:
+
+- **After Year 11** — every secondary, from the KS4 destination measures
+- **After the sixth form** — sixth-form schools only, from the 16-18 measures
+
+This replaces the "Post-16 destination data coming soon" placeholder standing in
+`nextjs-app/components/school/SecondaryAdmissionsSection.tsx:117` since the exam
+phase taxonomy work, and fills the `ks5_destinations_pct` slot specified but
+never built in `2026-07-07-exam-phase-taxonomy-design.md:201`.
+
+Mockup, with all three data states live:
+<https://claude.ai/code/artifact/5be149d6-252f-473c-9a4f-4c36b05161b0>
+
+## The finding that shapes everything
+
+**Suppression is per cell, and the cells sum to the cohort.**
+
+DfE withholds a figure it considers disclosive by writing `c`. It does this at
+the level of an individual destination category, not the whole school, and it
+publishes the cohort total alongside. The categories form a clean partition. So
+where exactly one category is suppressed, subtracting the published ones from the
+cohort recovers it exactly.
+
+Verified against three real schools in the 2022/23 file:
+
+| School | URN | Withheld | Recovers to |
+|---|---|---|---|
+| North East Futures UTC | 145900 | School sixth form | **3 pupils** |
+| Whitley Bay High School | 108638 | Further education | **18 pupils** |
+| St Matthew's RC High School | 148389 | School sixth form | **4 pupils** |
+
+Those are the precise numbers the `c` exists to hide, and in a random 400-school
+sample **22% of mainstream secondaries** have exactly one suppressed category in
+their disadvantaged group. This is the normal case, not an edge case.
+
+Three rules follow, and everything else in this document is downstream of them.
+
+**R1 — Never *publish* enough to derive a remainder.**
+
+An earlier draft of this rule said "never *render* a derived remainder", and
+that was the defect code review caught in PR #137. Not drawing a number does
+nothing to stop it being computed: `GET /api/schools/{urn}` is public and
+unauthenticated, so anything in the payload is published whatever the UI
+chooses to draw. The rendering guards shipped; the payload still carried the
+cohort and every published category, and `cohort - sum(published)` returned
+Whitley Bay's withheld figure exactly.
+
+The rule is therefore about the serialiser, and the UI guards are a second line
+of defence behind it. Two identities have to be closed:
+
+- within a pupil group the categories sum to the cohort, so a group with
+  exactly **one** suppressed category gives it away;
+- across groups, disadvantaged + other = all for every category, so a category
+  suppressed in exactly **one** of the three gives itself away.
+
+`_mask_for_disclosure` applies DfE's own answer — secondary suppression —
+withholding a companion cell until every row and every column hides either none
+or at least two. It iterates, because each new suppression can break the other
+identity, and terminates because cells are only ever added.
+
+The companion must carry pupils. Suppressing a zero looks like secondary
+suppression and protects nothing: the residual still equals the original
+withheld figure.
+
+Where no companion can do the job — a sparse cohort whose every other category
+is `not_applicable`, routine in special schools and alternative provision — the
+pupil group is **dropped from the payload entirely**. A first version simply
+returned at that point with the violation intact and no signal, which review
+caught: a disclosure-control pass that fails silently is worse than none,
+because everything downstream trusts it. The function now cannot terminate
+except in a state where `disclosure_invariant_holds()` is true, and an
+exhaustive test sweeps all 81 suppression patterns of a four-category group to
+prove it.
+
+Measured cost on the 400-school sample: the all-pupils bar survives on **94%**
+of mainstream secondaries rather than 100%. That is the price of not
+republishing what DfE withheld.
+
+**R2 — Never aggregate across a suppression boundary.** Summing published
+components to fill a gap is R1 with extra steps.
+
+DfE's own aggregates (`Sustained education destination`, `Sustained education,
+employment & apprenticeships`) are ingested but **not served**. An aggregate
+spanning exactly one suppressed component names it, and nothing renders them
+today — an unused field that leaks is not a trade-off worth carrying. They can
+be re-added with their own guard if the fallback ladder is ever built.
+
+**R3 — The three pupil groups are one disclosure surface, not three.**
+Disadvantaged and Not-known-to-be-disadvantaged partition All pupils, so
+rendering any *two* of them recovers the third. Where a category is suppressed in
+the disadvantaged group, it must therefore also be withheld from **all other
+pupils** — the all-pupils view is the primary one and keeps it.
+
+This costs almost nothing, because DfE already applies the same masking: across
+the sample, 493 of 498 suppressed disadvantaged cells were suppressed in the
+other group too. The mart enforces the remaining 5, which fell on 2 schools of
+262. **The all-pupils bar is unaffected** — masking the whole page wherever the
+disadvantaged group is thin would remove the bar from 80% of schools, and is not
+what this rule says.
+
+R1 and R2 both hold within a group and still leak across the switch, which is why
+R3 is stated separately.
+
+### The convention that would break this quietly
+
+`macros/safe_numeric.sql` coerces every EES sentinel — `z`, `c`, `x`, `q`, `u` —
+to `NULL`, deliberately and correctly for attainment, where "suppressed" and "no
+data" are equally unrenderable. Here they are not the same thing: one must print
+*withheld*, the other must print nothing at all, and the difference is what keeps
+R1 enforceable.
+
+**`safe_numeric` must not be used on destination counts.** The staging model
+keeps the sentinel in a companion status column. This is the single most likely
+way for this feature to regress into a disclosure, so it gets its own dbt test.
+
+## What is actually available
+
+Measured against the EES public API (open, no key). Both datasets carry
+`geographicLevel: School` with `urn` on every location option, so the join to
+`dim_school` is direct.
+
+| | KS4 | 16-18 |
+|---|---|---|
+| Dataset id | `019d4f41-22d1-71b2-a1a7-f3b91026815b` | `019d4e73-6440-7523-b60c-bfab1ad4a30d` |
+| Rows | 1,871,739 | 3,862,658 |
+| Institutions | 4,946 | 3,065 |
+| Time periods | 2009/10–2022/23 | 2016/17–2022/23 |
+
+**Destination categories (KS4).** School sixth form · Sixth form college ·
+Further education · Other education destination · Sustained apprenticeships (with
+level breakdown) · Sustained employment destination · Not recorded as a sustained
+destination · Activity not captured. Plus the aggregates `Sustained education
+destination` and `Sustained education, employment & apprenticeships`.
+
+**16-18 adds** UK higher education institution and FE split by level, which is
+what makes the post-16 section worth having.
+
+**Breakdowns.** `Disadvantage Status` gives Disadvantaged / Not known to be
+disadvantaged / Total — exactly the three-way switch. Sex, ethnicity, FSM status,
+prior attainment and SEN provision also travel in the same table; we ingest none
+of them.
+
+**Indicators.** Both counts and percentages, plus the cohort size. Bar widths use
+the counts — the published percentages do not sum to 100.
+
+### Coverage, and what degrades
+
+Random 400-school sample, 2022/23, mainstream secondaries (n=262):
+
+| View | As published by DfE | After R1–R3 masking | Consequence |
+|---|---|---|---|
+| All pupils, all categories | 100% | **94%** | Bar works nearly everywhere |
+| Disadvantaged, headline rate | 95% | 95% | Gap panel works |
+| Disadvantaged, three grouped cards | 68% | 68% | Degrades card by card |
+| Disadvantaged, all six categories | 20% | **20%** | Bar unusable for this group |
+
+The middle column is what the site actually serves. Masking costs the
+all-pupils bar on 6% of mainstream secondaries — those are schools where a
+category was suppressed in exactly one pupil group and no non-zero companion
+existed below the all-pupils row.
+
+Special schools and alternative provision are far worse: 13% and 41% respectively
+have the whole cohort suppressed even for all pupils. The empty state is
+load-bearing, not defensive.
+
+## The display
+
+Question-led. Three cards over one bar, with the cards acting as a lens on the
+bar rather than a summary beside it — hovering a card dims the bar, table and
+England reference to the categories that card is built from. The full mockup is
+linked above; what matters for implementation:
+
+**The headline is not the sustained rate.** That figure sits between 92% and 97%
+for nearly every school in England. The mix is what varies, so the mix leads.
+
+**The grouping is ours, not DfE's.** "Academic route" = school sixth form +
+sixth-form college; "College" = FE and other colleges; "Work" = apprenticeship +
+employment. This is the most arguable thing on the page, so it lives in one place
+in `lib/destinations.ts`, is explained in a tooltip, and is reversible in one
+edit.
+
+**The absence is hatched neutral, never a colour.** "Activity not captured" means
+no record in the sources DfE holds — it includes independent schools, moving
+abroad and private training. Colouring it as a bad outcome would be a factual
+error rendered in CSS. The hatch also fixes a real contrast problem: neutral
+against the employment blue failed CVD separation at ΔE 7.6, and texture is the
+secondary encoding that rescues it. Every other adjacent pair clears ΔE 10.9
+under protanopia.
+
+**Colour tokens.** Education is one hue in three steps (school-like to
+college-like); apprenticeship and employment are separate hues. Six new tokens in
+`globals.css`, defined in both themes, per the existing token discipline.
+
+**The disadvantage split rides the same control.** One visualisation serving
+three cohorts, with the England reference repointing to the matching national
+group. The gap statement stays visible below the bar whatever is selected,
+because a gap nobody clicks on is a gap nobody sees.
+
+## Data model
+
+### Extraction
+
+A new `tap-uk-ees-destinations` extractor, separate from `tap-uk-ees`. The
+existing tap downloads a release ZIP and reads a CSV inside it; the destinations
+files are far larger than we need and the query API filters server-side, so this
+one POSTs to `/v1/data-sets/{id}/query` and pages through results.
+
+With every dimension pinned — destination measures, disadvantage status, sex
+Total, characteristic topic Total — one year returns **252,610 rows** across all
+geographic levels. Three school-level years is comfortably tractable.
+
+Pinning is mandatory, not an optimisation: leaving the characteristic dimensions
+unconstrained returned 45 rows where 9 were wanted, because every breakdown
+shares one table.
+
+The tap emits the raw value as text. **It does not coerce `c`.**
+
+### Staging
+
+`stg_ees_ks4_destinations` / `stg_ees_ks5_destinations`. Each raw value becomes
+two columns:
+
+```sql
+case when raw ~ '^-?[0-9]+(\.[0-9]+)?$' then raw::numeric end as pupils,
+case
+    when raw ~ '^-?[0-9]+(\.[0-9]+)?$' then 'published'
+    when lower(trim(raw)) = 'c'        then 'suppressed'
+    else 'not_applicable'
+end as status
+```
+
+### Marts
+
+`fact_ks4_destinations` and `fact_ks5_destinations`, **long format**:
+
+```
+urn, year, pupil_group, destination_category, cohort_pupils, pupils, percentage, status
+```
+
+This departs from the wide house pattern (`fact_ks4_performance` and friends) on
+purpose. `pupil_group` is a genuine third dimension; going wide would need three
+sets of every column, and R2 is far easier to test on rows than on columns.
+
+Roughly 8 categories × 3 groups × 4,946 schools × 3 years ≈ 356k rows.
+
+`fact_destination_national` carries the same grain for England, so the page's
+England reference repoints with the switch.
+
+### dbt tests
+
+- `assert_destinations_no_derived_remainder` — for every (urn, year,
+  pupil_group) with exactly one suppressed category, assert no aggregate row
+  exists that would let the residual be recovered. **This is the R1 guard.**
+- `assert_destinations_group_masking` — for every (urn, year, category), if the
+  disadvantaged group carries `suppressed`, so does the other-pupils group.
+  **This is the R3 guard**, applied in the mart so no consumer can reach an
+  unmasked combination.
+- `assert_destination_status_null_agreement` — `pupils is null` wherever
+  `status != 'published'`, and never null where it is.
+- `assert_destinations_join_dim_school` — no orphaned URNs, matching the
+  existing `assert_no_orphaned_facts` pattern.
+
+## API
+
+`GET /api/schools/{urn}` gains a `destinations` block:
+
+```json
+{
+  "ks4": {
+    "cohort_year": "2022/23",
+    "published": "2026-04",
+    "groups": {
+      "all":           { "cohort": 180, "categories": [ … ], "aggregates": { … } },
+      "disadvantaged": { … },
+      "other":         { … }
+    }
+  },
+  "ks5": { … }
+}
+```
+
+Each category carries `pupils`, `percentage` and `status`. **The serialiser never
+emits a computed remainder**, and a backend test asserts that a group containing a
+suppressed category serialises no total that closes the gap.
+
+`null` for the whole block where nothing is published — the frontend renders the
+empty state from its absence, not from a sentinel.
+
+## Frontend
+
+| File | Kind | Job |
+|---|---|---|
+| `lib/destinations.ts` | pure | Category list, the academic/college/work grouping, `canAggregate()` enforcing R2, percentage derivation from counts |
+| `components/school/DestinationsSection.tsx` | server | Section shell, renders **all pupils** into the HTML |
+| `components/school/DestinationsView.tsx` | client | Cohort switch, card↔bar linkage |
+| `components/school/Post16DestinationsSection.tsx` | server | Year 13 section, sixth-form schools only |
+| `app/globals.css` | tokens | Six destination colours, both themes |
+
+Server-first matches the directory's existing discipline — every component in
+`components/school/` is a server component except `AdmissionsViewToggle`, which
+is the precedent this follows. All-pupils figures are in the HTML for crawlers
+and for no-JS; only the switch and the hover linkage need the client.
+
+`lib/schoolSections.ts` gains `hasKs4Destinations` / `hasKs5Destinations` flags
+and the nav items, following the existing `computeSchoolFlags` pattern.
+
+**Placement** on the secondary template: GCSE results → After Year 11 → After the
+sixth form → admissions. Destinations follow attainment because they answer "and
+then what happened".
+
+**Dating.** The latest destination year is 2022/23, published April 2026, while
+the site's newest KS4 year is 2024/25. The section header states its own cohort
+year, or it reads as stale data next to the GCSE section above it.
+
+## Edge states
+
+| State | Frequency | Behaviour |
+|---|---|---|
+| Whole cohort suppressed | 13% of special, 41% of AP | Section renders the explanation, no chart |
+| Some categories withheld | 80% of disadvantaged views | Cards degrade individually; **no bar**; table marks withheld rows |
+| Disadvantaged group suppressed entirely | 5% | Switch drops to two options, gap panel not rendered |
+| No sixth form | — | Post-16 section not rendered at all — absence is correct, a "no data" placeholder would imply something is missing |
+| School too new | — | "First figures expected in 2026", not a bare no |
+
+## Testing
+
+Per CLAUDE.md, user-facing behaviour extends `e2e/` in the same PR.
+
+**Unit** — `lib/destinations.ts` is where R1 and R2 live, so it carries the
+heaviest tests: `canAggregate()` refuses a group containing one suppressed cell,
+allows one spanning two, and the bar builder refuses to emit segments for any
+group with suppression. These are the tests that must fail loudly if someone
+later "fixes" a gap in the chart.
+
+**dbt** — the three tests above.
+
+**Backend** — the serialiser emits no closing total for a partially suppressed
+group.
+
+**E2E** — a school with full data renders three cards and a bar; a school with a
+partially suppressed disadvantaged group renders the withheld state and **no bar
+element**; a suppressed school renders the explanation; a school with no sixth
+form renders no post-16 section.
+
+Note the staging caveat: mart changes are inert until the Airflow pipeline runs,
+and the staging E2E gate runs post-merge.
+
+## Out of scope
+
+- **Compare view and rankings.** The long mart shape supports both; neither is
+  built here. Flagged because "% to a school sixth form" is a plausible rankings
+  metric and the mart shape should not have to change to allow it.
+- **Ethnicity, sex, SEN and prior-attainment breakdowns.** Available in the same
+  file, ingested deliberately not at all — each is a separate editorial decision
+  about what a school page should assert.
+- **Longer term destinations** (3 and 5 years out) and **Progression to higher
+  education** — separate publications, worth a later look for sixth forms.
+- **Primary schools.** No KS2 destination measures publication exists; DfE
+  tracking starts at KS4. Naming the secondaries a primary's leavers go to needs
+  the National Pupil Database, which is not publishable at that grain.
+
+## Risks
+
+**A later change reintroduces the disclosure.** The likeliest routes are
+applying `safe_numeric` to a destination column for consistency, adding a
+`coalesce` in a mart, or — as happened in review — enforcing a disclosure rule
+at the rendering layer instead of the publishing layer. Mitigation is the dbt
+tests plus `backend/tests/test_destinations_api.py`, which reconstructs the
+residual the way an attacker would and asserts it no longer resolves.
+
+**The two-year lag reads as staleness.** Mitigated by dating the cohort in the
+section header rather than only in a tooltip.
+
+**Sixth-form retention will be misread.** "41% went to a school sixth form" says
+nothing about *which* school. The published file reports destination type, never
+destination institution. Copy must never imply "stayed on here", and the tooltip
+should say so.
+
+**Section length.** The secondary template is already long and this adds two
+sections. If it becomes a problem the post-16 section is the one to collapse
+behind a disclosure, not the Year 11 one.
+
+## Open questions
+
+1. Is the disadvantage split its own section or a sub-block inside the
+   destinations section? Modelled as a sub-block; it is the most differentiating
+   figure on the page and the most easily misread on a small cohort.
+2. Do we ingest the apprenticeship level breakdown (intermediate / advanced /
+   higher) now, or collapse to one apprenticeship figure and revisit? Collapsed
+   in this design.

e2e/tests/journeys.spec.ts

@@ -2412,3 +2412,145 @@ test('with autosuggest off, the search box is a plain input', async ({ page }) =
   await page.getByRole('button', { name: /Search/i }).first().click();
   await expect(page).toHaveURL(/search=abbey/);
 });
+
+// ── Destination measures ───────────────────────────────────────────────────
+//
+// Two failure modes have to be told apart here, and conflating them is how
+// this suite would either hide a regression or block the promotion pipeline:
+//
+//   * the backend does not serve the `destinations` field at all — a code
+//     regression, or a deploy that did not land. FAILS.
+//   * the field is served but every school is empty — the annual EES DAG has
+//     not run on this environment yet. SKIPS, loudly.
+//
+// The second is a data-load precondition, not a defect, and it is true for
+// every commit between this merging and the DAG being triggered. Failing on it
+// would redden the staging gate for unrelated work. This is not the quiet skip
+// 4f01fbd removed from the distance journeys: that one hid a broken feature
+// behind a flag check, whereas the assertion that the code is deployed and
+// correctly shaped still runs here on every commit.
+
+async function secondaryWithDestinations(page: Page): Promise<{
+  urn: string; destinations: any;
+}> {
+  const res = await page.request.get('/api/schools?search=school&per_page=100');
+  expect(res.ok()).toBeTruthy();
+  const body = await res.json();
+  const urns: string[] = (body.schools ?? [])
+    .filter((s: { phase?: string; attainment_8_score?: number | null }) =>
+      s.phase === 'Secondary' && s.attainment_8_score != null)
+    .map((s: { urn: number }) => String(s.urn));
+  expect(urns.length).toBeGreaterThan(0);
+
+  let served = false;
+  for (const urn of urns.slice(0, 25)) {
+    const detail = await page.request.get(`/api/schools/${urn}`);
+    if (!detail.ok()) continue;
+    const data = await detail.json();
+    // The key must exist, even as null. Its absence means the backend in front
+    // of us does not know about destinations at all.
+    if ('destinations' in data) served = true;
+    if (data.destinations?.ks4) return { urn, destinations: data.destinations };
+  }
+
+  expect(served,
+    'GET /api/schools/{urn} served no `destinations` key at all — the backend '
+    + 'is missing this feature, not merely missing its data').toBeTruthy();
+
+  test.skip(true,
+    'No school has destination data yet: the annual EES DAG has not run on '
+    + 'this environment. The API shape is correct, so this is a data-load '
+    + 'precondition rather than a regression.');
+  throw new Error('unreachable');
+}
+
+test('a secondary school page says where its Year 11 leavers went', async ({ page }) => {
+  const { urn } = await secondaryWithDestinations(page);
+  await page.goto(`/school/${urn}`);
+
+  const section = page.locator('#destinations');
+  await expect(section).toBeVisible({ timeout: 15_000 });
+  await expect(section.getByRole('heading', { name: 'After Year 11' })).toBeVisible();
+  // The section must date its own cohort: destinations run about two GCSE
+  // years behind the results above them, and an undated figure reads as stale.
+  await expect(section).toContainText(/20\d{2}\/\d{2}/);
+});
+
+test('the destinations bar is absent entirely whenever a figure is withheld', async ({ page }) => {
+  const { urn, destinations } = await secondaryWithDestinations(page);
+  await page.goto(`/school/${urn}`);
+  const section = page.locator('#destinations');
+  await expect(section).toBeVisible({ timeout: 15_000 });
+
+  const allGroup = destinations.ks4.groups.all;
+  const suppressed = (allGroup?.categories ?? [])
+    .filter((c: { status: string }) => c.status === 'suppressed');
+
+  if (suppressed.length > 0) {
+    // R1: a bar drawn from the published segments leaves a gap whose width is
+    // the withheld figure, readable straight off the axis.
+    await expect(section.locator('[data-destination-segment]')).toHaveCount(0);
+    await expect(section.getByText(/withheld/i).first()).toBeVisible();
+  } else {
+    const published = (allGroup?.categories ?? [])
+      .filter((c: { status: string }) => c.status === 'published');
+    await expect(section.locator('[data-destination-segment]'))
+      .toHaveCount(published.length);
+  }
+});
+
+test('switching to disadvantaged pupils never reveals a withheld figure', async ({ page }) => {
+  const { urn, destinations } = await secondaryWithDestinations(page);
+  const disadvantaged = destinations.ks4.groups.disadvantaged;
+  test.skip(!disadvantaged, 'this school publishes no disadvantaged breakdown');
+
+  await page.goto(`/school/${urn}`);
+  const section = page.locator('#destinations');
+  await expect(section).toBeVisible({ timeout: 15_000 });
+
+  const radio = section.getByRole('radio', { name: /disadvantaged/i });
+  await expect(radio).toBeVisible();
+  await radio.click();
+
+  const suppressed = (disadvantaged.categories ?? [])
+    .filter((c: { status: string }) => c.status === 'suppressed');
+  if (suppressed.length > 0) {
+    await expect(section.locator('[data-destination-segment]')).toHaveCount(0);
+
+    // The residual must appear nowhere on the page — it is the withheld figure.
+    const cohort: number = disadvantaged.cohort;
+    const publishedTotal = (disadvantaged.categories ?? [])
+      .filter((c: { status: string }) => c.status === 'published')
+      .reduce((sum: number, c: { pupils: number }) => sum + c.pupils, 0);
+    const residual = cohort - publishedTotal;
+    const text = (await section.textContent()) ?? '';
+    expect(text).not.toMatch(new RegExp(`\\b${residual}\\b`));
+  }
+});
+
+test('a school with no sixth form has no post-16 destinations section', async ({ page }) => {
+  const res = await page.request.get('/api/schools?search=school&per_page=100');
+  const body = await res.json();
+  const noSixthForm = (body.schools ?? [])
+    .filter((s: { phase?: string; has_sixth_form?: boolean }) =>
+      s.phase === 'Secondary' && s.has_sixth_form === false)
+    .map((s: { urn: number }) => String(s.urn));
+  test.skip(noSixthForm.length === 0, 'no sixth-form-less secondary in this dataset');
+
+  await page.goto(`/school/${noSixthForm[0]}`);
+  await expect(page.locator('h1').first()).toBeVisible({ timeout: 15_000 });
+  // Absence is the correct statement, so there must be no placeholder either.
+  await expect(page.locator('#post16-destinations')).toHaveCount(0);
+  await expect(page.getByText(/destination data coming soon/i)).toHaveCount(0);
+});
+
+test('the destinations section never claims a pupil stayed at this school', async ({ page }) => {
+  const { urn } = await secondaryWithDestinations(page);
+  await page.goto(`/school/${urn}`);
+  const section = page.locator('#destinations');
+  await expect(section).toBeVisible({ timeout: 15_000 });
+  // The published file records the TYPE of place a leaver went to, never which
+  // one, so the page can never say a pupil stayed on here.
+  const text = (await section.textContent()) ?? '';
+  expect(text).not.toMatch(/stayed on (here|at this school)/i);
+});

nextjs-app/__tests__/components/DestinationsSection.test.tsx

@@ -0,0 +1,149 @@
+import { render, screen } from '@testing-library/react';
+import { DestinationsSection } from '@/components/school/DestinationsSection';
+import type { DestinationPhase } from '@/lib/types';
+import type { DestinationCategory, DestinationStatus } from '@/lib/destinations';
+
+const cell = (
+  category: DestinationCategory,
+  pupils: number | null,
+  status: DestinationStatus = 'published',
+) => ({
+  category, pupils,
+  percentage: pupils === null ? null : (pupils / 180) * 100,
+  status,
+});
+
+const ALL_PUBLISHED = [
+  cell('school_sixth_form', 75), cell('sixth_form_college', 21),
+  cell('further_education', 55), cell('other_education', 6),
+  cell('apprenticeship', 8), cell('employment', 6),
+  cell('not_sustained', 5), cell('not_captured', 4),
+];
+
+const fullPhase: DestinationPhase = {
+  cohort_year: '2022/23',
+  groups: { all: { cohort: 180, categories: ALL_PUBLISHED } },
+};
+
+const suppressedPhase: DestinationPhase = {
+  cohort_year: '2022/23',
+  groups: {
+    all: {
+      cohort: 180,
+      categories: [
+        cell('school_sixth_form', 75), cell('sixth_form_college', null, 'suppressed'),
+        cell('further_education', 55), cell('other_education', 6),
+        cell('apprenticeship', 8), cell('employment', 6),
+        cell('not_sustained', 5), cell('not_captured', 4),
+      ],
+    },
+  },
+};
+
+describe('DestinationsSection', () => {
+  it('dates its own cohort so it is not read as stale next to the GCSE section', () => {
+    render(<DestinationsSection destinations={fullPhase} />);
+    expect(screen.getByText(/2022\/23/)).toBeInTheDocument();
+  });
+
+  it('renders one bar segment per published category', () => {
+    const { container } = render(<DestinationsSection destinations={fullPhase} />);
+    expect(container.querySelectorAll('[data-destination-segment]')).toHaveLength(8);
+  });
+
+  it('renders NO bar at all when a category is withheld', () => {
+    const { container } = render(<DestinationsSection destinations={suppressedPhase} />);
+    // R1: a bar with a gap in it publishes the withheld figure by its width.
+    expect(container.querySelectorAll('[data-destination-segment]')).toHaveLength(0);
+    expect(screen.getAllByText(/withheld/i).length).toBeGreaterThan(0);
+  });
+
+  it('never states the remainder for a partially suppressed group', () => {
+    const { container } = render(<DestinationsSection destinations={suppressedPhase} />);
+    // 180 cohort - 159 published = 21, the withheld figure. It must appear nowhere.
+    expect(container.textContent).not.toMatch(/\b21\b/);
+  });
+
+  it('shows a card value for a group whose components are all published', () => {
+    render(<DestinationsSection destinations={fullPhase} />);
+    // academic route = 75 + 21 = 96 of 180 = 53%
+    expect(screen.getByText('53%')).toBeInTheDocument();
+  });
+
+  it('refuses a card value when one of its components is withheld', () => {
+    render(<DestinationsSection destinations={suppressedPhase} />);
+    // academic route needs sixth_form_college, which is suppressed.
+    expect(screen.getByText(/not published/i)).toBeInTheDocument();
+    expect(screen.queryByText('53%')).not.toBeInTheDocument();
+  });
+
+  it('never claims a pupil stayed at this school', () => {
+    const { container } = render(<DestinationsSection destinations={fullPhase} />);
+    // The published file reports destination TYPE, never destination institution.
+    expect(container.textContent).not.toMatch(/stayed on (here|at this school)/i);
+  });
+
+  it('renders nothing when no group carries categories', () => {
+    const empty: DestinationPhase = { cohort_year: '2022/23', groups: {} };
+    const { container } = render(<DestinationsSection destinations={empty} />);
+    expect(container.firstChild).toBeNull();
+  });
+});
+
+describe('the detail table keeps the three statuses apart', () => {
+  // 'suppressed' and 'not_applicable' are different claims, and the mart, the
+  // SQLAlchemy model and the serialiser all preserve the difference. The table
+  // used to key its Share column off `percentage === null`, which is true for
+  // both, so a category that simply does not apply was labelled "withheld" —
+  // while the Pupils column beside it rendered blank.
+  const mixedPhase: DestinationPhase = {
+    cohort_year: '2022/23',
+    groups: {
+      all: {
+        cohort: 180,
+        categories: [
+          cell('school_sixth_form', 75),
+          cell('sixth_form_college', null, 'suppressed'),
+          cell('further_education', null, 'suppressed'),
+          cell('apprenticeship', null, 'not_applicable'),
+        ],
+      },
+    },
+  };
+
+  const rowFor = (container: HTMLElement, category: string) =>
+    Array.from(container.querySelectorAll('tbody tr'))
+      .find(tr => tr.textContent?.includes(category));
+
+  it('never labels a not-applicable category as withheld', () => {
+    const { container } = render(<DestinationsSection destinations={mixedPhase} />);
+    const row = rowFor(container, 'Apprenticeship');
+    expect(row).toBeTruthy();
+    expect(row!.textContent).not.toMatch(/withheld/i);
+  });
+
+  it('labels a genuinely suppressed category as withheld in both columns', () => {
+    const { container } = render(<DestinationsSection destinations={mixedPhase} />);
+    const row = rowFor(container, 'Sixth-form college');
+    expect(row).toBeTruthy();
+    expect(row!.querySelectorAll('td')).toHaveLength(2);
+    Array.from(row!.querySelectorAll('td')).forEach(td =>
+      expect(td.textContent).toMatch(/withheld/i));
+  });
+
+  it('the two columns of a row never disagree about what the row is', () => {
+    const { container } = render(<DestinationsSection destinations={mixedPhase} />);
+    Array.from(container.querySelectorAll('tbody tr')).forEach(tr => {
+      const cells = Array.from(tr.querySelectorAll('td'))
+        .map(td => /withheld/i.test(td.textContent ?? ''));
+      expect(new Set(cells).size).toBe(1);
+    });
+  });
+
+  it('shows a published category its real figures', () => {
+    const { container } = render(<DestinationsSection destinations={mixedPhase} />);
+    const row = rowFor(container, 'State-funded school sixth form');
+    expect(row!.textContent).toMatch(/75/);
+    expect(row!.textContent).toMatch(/42%/);
+  });
+});

nextjs-app/__tests__/components/Post16DestinationsSection.test.tsx

@@ -0,0 +1,44 @@
+import { render, screen } from '@testing-library/react';
+import { Post16DestinationsSection } from '@/components/school/Post16DestinationsSection';
+import type { DestinationPhase } from '@/lib/types';
+
+const phase: DestinationPhase = {
+  cohort_year: '2022/23',
+  groups: {
+    all: {
+      cohort: 96,
+      categories: [
+        { category: 'higher_education', pupils: 56, percentage: 58.3, status: 'published' },
+        { category: 'further_education', pupils: 12, percentage: 12.5, status: 'published' },
+        { category: 'apprenticeship', pupils: 9, percentage: 9.4, status: 'published' },
+        { category: 'employment', pupils: 13, percentage: 13.5, status: 'published' },
+        { category: 'not_sustained', pupils: 6, percentage: 6.3, status: 'published' },
+      ],
+    },
+  },
+};
+
+describe('Post16DestinationsSection', () => {
+  it('names the Year 13 cohort, not Year 11', () => {
+    const { container } = render(<Post16DestinationsSection destinations={phase} />);
+    expect(container.textContent).toMatch(/Year 13/);
+    expect(container.textContent).not.toMatch(/Year 11/);
+  });
+
+  it('reports higher education destinations', () => {
+    render(<Post16DestinationsSection destinations={phase} />);
+    expect(screen.getByText(/UK higher education/i)).toBeInTheDocument();
+  });
+
+  it('uses its own anchor so the nav does not collide with After Year 11', () => {
+    const { container } = render(<Post16DestinationsSection destinations={phase} />);
+    expect(container.querySelector('#post16-destinations')).toBeTruthy();
+    expect(container.querySelector('#destinations')).toBeNull();
+  });
+
+  it('renders nothing when no group carries categories', () => {
+    const empty: DestinationPhase = { cohort_year: '2022/23', groups: {} };
+    const { container } = render(<Post16DestinationsSection destinations={empty} />);
+    expect(container.firstChild).toBeNull();
+  });
+});

nextjs-app/__tests__/components/darkThemeSafety.test.ts

@@ -162,3 +162,31 @@ describe('third-party surfaces under themed text', () => {
     expect(offenders).toEqual([]);
   });
 });
+
+/**
+ * Destination measures add the first new colour family since the palette was
+ * set. The tokens have to exist in both blocks or the section renders one
+ * theme's fills on the other theme's ground — the exact failure the suite
+ * above exists to catch, but for tokens rather than literals.
+ */
+describe('destination tokens', () => {
+  const css = fs.readFileSync(
+    path.join(__dirname, '..', '..', 'app', 'globals.css'), 'utf8');
+
+  const TOKENS = [
+    '--dest-sixthform', '--dest-sfcollege', '--dest-fecollege',
+    '--dest-apprentice', '--dest-employment', '--dest-none', '--dest-none-hatch',
+  ];
+
+  const DARK_AT = css.indexOf('@media (prefers-color-scheme: dark)');
+
+  it('defines every destination token in the light palette', () => {
+    const light = css.slice(0, DARK_AT);
+    expect(TOKENS.filter((t) => !light.includes(`${t}:`))).toEqual([]);
+  });
+
+  it('redefines every destination token for dark', () => {
+    const dark = css.slice(DARK_AT);
+    expect(TOKENS.filter((t) => !dark.includes(`${t}:`))).toEqual([]);
+  });
+});

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

@@ -0,0 +1,87 @@
+import {
+  canAggregate, aggregateCells,
+  canRenderBar, toBarSegments, CARD_GROUPS,
+  type DestinationCell, type DestinationGroup, type DestinationCategory,
+} from '@/lib/destinations';
+
+const pub = (category: DestinationCategory, pupils: number, cohort: number): DestinationCell => ({
+  category, pupils, percentage: (pupils / cohort) * 100, status: 'published',
+});
+const sup = (category: DestinationCategory): DestinationCell => ({
+  category, pupils: null, percentage: null, status: 'suppressed',
+});
+
+const fullGroup = (): DestinationGroup => ({
+  cohort: 180,
+  cells: [
+    pub('school_sixth_form', 75, 180), pub('sixth_form_college', 21, 180),
+    pub('further_education', 55, 180), pub('other_education', 6, 180),
+    pub('apprenticeship', 8, 180), pub('employment', 6, 180),
+    pub('not_sustained', 5, 180), pub('not_captured', 4, 180),
+  ],
+});
+
+describe('canAggregate — R2, computing from components', () => {
+  it('allows a sum when every component is published', () => {
+    expect(canAggregate([pub('apprenticeship', 8, 180), pub('employment', 6, 180)])).toBe(true);
+  });
+
+  it('refuses a sum when any component is suppressed', () => {
+    expect(canAggregate([pub('apprenticeship', 8, 180), sup('employment')])).toBe(false);
+  });
+
+  it('refuses a sum when every component is suppressed', () => {
+    expect(canAggregate([sup('apprenticeship'), sup('employment')])).toBe(false);
+  });
+});
+
+describe('aggregateCells', () => {
+  it('sums published cells and derives a percentage from the cohort', () => {
+    expect(aggregateCells([pub('apprenticeship', 8, 180), pub('employment', 6, 180)], 180))
+      .toEqual({ pupils: 14, percentage: (14 / 180) * 100 });
+  });
+
+  it('returns null rather than a partial sum when a component is suppressed', () => {
+    expect(aggregateCells([pub('apprenticeship', 8, 180), sup('employment')], 180)).toBeNull();
+  });
+});
+
+describe('canRenderBar — R1', () => {
+  it('allows a bar when the whole group is published', () => {
+    expect(canRenderBar(fullGroup())).toBe(true);
+  });
+
+  it('refuses a bar when a single category is suppressed', () => {
+    const g = fullGroup();
+    g.cells[1] = sup('sixth_form_college');
+    expect(canRenderBar(g)).toBe(false);
+  });
+});
+
+describe('toBarSegments', () => {
+  it('derives widths from counts, not from rounded percentages', () => {
+    const segs = toBarSegments(fullGroup());
+    expect(segs).toHaveLength(8);
+    expect(segs[0].widthPct).toBeCloseTo((75 / 180) * 100, 10);
+    expect(segs.reduce((a, s) => a + s.widthPct, 0)).toBeCloseTo(100, 6);
+  });
+
+  it('throws rather than silently leaving a gap when the group is suppressed', () => {
+    const g = fullGroup();
+    g.cells[1] = sup('sixth_form_college');
+    expect(() => toBarSegments(g)).toThrow(/suppressed/i);
+  });
+});
+
+describe('CARD_GROUPS', () => {
+  it('partitions every destination category exactly once, plus the absence', () => {
+    const grouped = Object.values(CARD_GROUPS).flat();
+    expect(new Set(grouped).size).toBe(grouped.length);
+    expect(grouped).toEqual(expect.arrayContaining([
+      'school_sixth_form', 'sixth_form_college', 'further_education',
+      'other_education', 'apprenticeship', 'employment',
+    ]));
+    expect(grouped).not.toContain('not_sustained');
+    expect(grouped).not.toContain('not_captured');
+  });
+});

nextjs-app/__tests__/lib/schoolSections.destinations.test.ts

@@ -0,0 +1,83 @@
+import { computeSecondaryFlags, buildSecondaryNavItems } from '@/lib/schoolSections';
+import type { School, SchoolDestinations } from '@/lib/types';
+
+const schoolInfo = {
+  urn: 137083, school_name: 'Northbrook Academy', phase: 'Secondary',
+  has_sixth_form: true,
+} as unknown as School;
+
+const base = { schoolInfo, yearlyData: [], deprivation: null, finance: null };
+
+const phase = (categories = 1) => ({
+  cohort_year: '2022/23',
+  groups: {
+    all: {
+      cohort: 180,
+      categories: Array.from({ length: categories }, () => ({
+        category: 'school_sixth_form' as const,
+        pupils: 75, percentage: 41.7, status: 'published' as const,
+      })),
+    },
+  },
+});
+
+const ks4Only: SchoolDestinations = { ks4: phase(), ks5: null };
+const both: SchoolDestinations = { ks4: phase(), ks5: phase() };
+
+describe('computeSecondaryFlags — destinations', () => {
+  it('flags KS4 destinations when the block carries categories', () => {
+    const flags = computeSecondaryFlags({ ...base, destinations: ks4Only });
+    expect(flags.hasKs4Destinations).toBe(true);
+    expect(flags.hasKs5Destinations).toBe(false);
+  });
+
+  it('flags both phases when both are present', () => {
+    const flags = computeSecondaryFlags({ ...base, destinations: both });
+    expect(flags.hasKs4Destinations).toBe(true);
+    expect(flags.hasKs5Destinations).toBe(true);
+  });
+
+  it('flags neither when the block is absent', () => {
+    const flags = computeSecondaryFlags({ ...base, destinations: null });
+    expect(flags.hasKs4Destinations).toBe(false);
+    expect(flags.hasKs5Destinations).toBe(false);
+  });
+
+  it('does not flag a phase whose groups carry no categories', () => {
+    const empty: SchoolDestinations = {
+      ks4: { cohort_year: '2022/23', groups: {} }, ks5: null,
+    };
+    expect(computeSecondaryFlags({ ...base, destinations: empty }).hasKs4Destinations)
+      .toBe(false);
+  });
+
+  it('does not flag a phase whose only group has an empty category list', () => {
+    const empty: SchoolDestinations = { ks4: phase(0), ks5: null };
+    expect(computeSecondaryFlags({ ...base, destinations: empty }).hasKs4Destinations)
+      .toBe(false);
+  });
+});
+
+describe('buildSecondaryNavItems — destinations', () => {
+  const navInput = {
+    ofsted: null, admissions: null, admissionDistance: null,
+    hasLocation: false, yearlyDataLength: 0,
+  };
+
+  it('adds both entries, after GCSEs', () => {
+    const flags = computeSecondaryFlags({ ...base, destinations: both });
+    const ids = buildSecondaryNavItems({ ...flags, hasResults: true }, navInput)
+      .map(i => i.id);
+    expect(ids).toContain('destinations');
+    expect(ids).toContain('post16-destinations');
+    expect(ids.indexOf('destinations')).toBeGreaterThan(ids.indexOf('gcse'));
+    expect(ids.indexOf('post16-destinations')).toBe(ids.indexOf('destinations') + 1);
+  });
+
+  it('adds no entry for a phase that will not render — the nav must not link to a missing anchor', () => {
+    const flags = computeSecondaryFlags({ ...base, destinations: null });
+    const ids = buildSecondaryNavItems(flags, navInput).map(i => i.id);
+    expect(ids).not.toContain('destinations');
+    expect(ids).not.toContain('post16-destinations');
+  });
+});

nextjs-app/app/globals.css

@@ -105,6 +105,23 @@
     --series-7: #0E7A86;
     --series-8: #8A4A6B;
 
+    /* ── Destination measures ───────────────────────────────────────────
+       Education is one hue in three steps (school-like -> college-like) so the
+       education destinations read as one family; apprenticeship and employment
+       are separate hues. The absence is neutral and HATCHED, never a colour:
+       "activity not captured" covers independent schools, moving abroad and
+       training DfE holds no data on, so rendering it as a bad outcome would be
+       a factual error. The hatch is also the secondary encoding that rescues
+       the neutral/blue pair, which separates at only dE 7.6 as flat fills.
+       Every other adjacent pair clears dE 10.9 under protanopia. */
+    --dest-sixthform: #0F766E;
+    --dest-sfcollege: #4A9E96;
+    --dest-fecollege: #7CBFB8;
+    --dest-apprentice: #806200;
+    --dest-employment: #2F6F8F;
+    --dest-none: #6B7580;
+    --dest-none-hatch: rgba(107, 117, 128, 0.34);
+
     /* ── Phase: category, desaturated so it stays under the status hues ── */
     --phase-primary: #0F766E;
     --phase-primary-bg: rgba(167, 215, 197, 0.40);
@@ -293,6 +310,17 @@
         --series-7: #6FD0DC;
         --series-8: #D99BB8;
 
+        /* Destinations. Not a naive inversion: the education ramp reverses
+           direction so its darkest step stays the one furthest from the
+           school, and each step is re-checked against the dark card. */
+        --dest-sixthform: #5FC7BB;
+        --dest-sfcollege: #3E9B92;
+        --dest-fecollege: #2A716B;
+        --dest-apprentice: #EFC658;
+        --dest-employment: #8FB4D9;
+        --dest-none: #8B9AA1;
+        --dest-none-hatch: rgba(139, 154, 161, 0.34);
+
         --phase-primary: #5FC7BB;
         --phase-primary-bg: rgba(95, 199, 187, 0.16);
         --phase-primary-text: #8ADACF;

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

@@ -148,7 +148,7 @@ export default async function SchoolPage({ params }: SchoolPageProps) {
     notFound();
   }
 
-  const { school_info, yearly_data, absence_data, ofsted, census, admissions, admissions_history, admission_distance, deprivation, finance } = data;
+  const { school_info, yearly_data, absence_data, ofsted, census, admissions, admissions_history, admission_distance, deprivation, finance, destinations } = data;
 
   // Redirect bare URN to canonical slug URL
   const canonicalSlug = schoolUrl(urn, school_info.school_name).replace('/school/', '');
@@ -171,6 +171,7 @@ export default async function SchoolPage({ params }: SchoolPageProps) {
     schoolInfo: school_info, yearlyData: yearly_data,
     absenceData: absence_data, census: census ?? null,
     deprivation: deprivation ?? null, finance: finance ?? null,
+    destinations: destinations ?? null,
   };
   const primaryFlags = computeSchoolFlags(sectionInput);
   const secondaryFlags = computeSecondaryFlags(sectionInput);
@@ -236,6 +237,7 @@ export default async function SchoolPage({ params }: SchoolPageProps) {
             deprivation={deprivation ?? null}
             finance={finance ?? null}
             nationalAvg={nationalAvg}
+            destinations={destinations ?? null}
             flags={secondaryFlags}
           />
         </SchoolDetailShell>

nextjs-app/components/school/DestinationsSection.tsx

@@ -0,0 +1,38 @@
+/**
+ * DestinationsSection — where a school's Year 11 leavers went. Server component.
+ *
+ * The headline is deliberately NOT the sustained-destination rate. That figure
+ * sits between 92% and 97% for nearly every school in England, so leading with
+ * it would say nothing; the mix is what actually varies between schools.
+ *
+ * The section dates its own cohort because destination measures are published
+ * about two GCSE years behind the results in the section above — undated, the
+ * figures read as stale rather than as a different question.
+ */
+
+import type { DestinationPhase } from '@/lib/types';
+import { Section, sectionStyles } from './sectionShared';
+import { DestinationsView } from './DestinationsView';
+
+export function DestinationsSection({ destinations }: { destinations: DestinationPhase }) {
+  const all = destinations.groups.all;
+  const hasContent = Object.values(destinations.groups)
+    .some(group => (group?.categories?.length ?? 0) > 0);
+  if (!hasContent) return null;
+
+  const cohort = all?.cohort ?? null;
+  const year = destinations.cohort_year;
+
+  return (
+    <Section id="destinations">
+      <h2 className={sectionStyles.sectionTitle}>After Year 11</h2>
+      <p className={sectionStyles.sectionSubtitle}>
+        Where {cohort ? `the ${cohort} pupils` : 'the pupils'} who left Year 11
+        {year ? ` in ${year}` : ''} were during the following year. The Department
+        for Education tracks leavers for two terms, so these figures cover an
+        earlier year group than the GCSE results above.
+      </p>
+      <DestinationsView destinations={destinations} phase="ks4" />
+    </Section>
+  );
+}

nextjs-app/components/school/DestinationsView.tsx

@@ -0,0 +1,261 @@
+'use client';
+
+/**
+ * DestinationsView — the interactive body of both destination sections.
+ *
+ * Three question cards over one bar, with the cards acting as a lens on the
+ * bar rather than a summary beside it: focusing a card dims everything the
+ * card is not made of, so the grouping we chose is inspectable rather than
+ * asserted.
+ *
+ * Everything here defers to lib/destinations.ts for what may be shown. In
+ * particular the bar is rendered only when canRenderBar() allows it: the
+ * destination categories sum to the cohort, so a bar drawn from the published
+ * segments leaves a gap whose width IS the withheld figure.
+ *
+ * The one client component in this directory besides AdmissionsViewToggle.
+ * The all-pupils view is what the server renders into the HTML; the switch and
+ * the hover linkage are the only parts that need the browser.
+ */
+
+import { useState } from 'react';
+import type { DestinationPhase, DestinationGroupPayload } from '@/lib/types';
+import {
+  CARD_GROUPS, CARD_QUESTIONS, CATEGORY_LABELS, CATEGORY_ORDER,
+  aggregateCells, canRenderBar, toBarSegments, cardGroupFor,
+  type CardGroup, type DestinationCell, type DestinationGroup, type PupilGroup,
+} from '@/lib/destinations';
+import styles from './destinations.module.css';
+
+const GROUP_LABELS: Record<PupilGroup, string> = {
+  all: 'All pupils',
+  disadvantaged: 'Disadvantaged',
+  other: 'All other pupils',
+};
+
+const GROUP_ORDER: PupilGroup[] = ['all', 'disadvantaged', 'other'];
+
+function toGroup(payload: DestinationGroupPayload): DestinationGroup {
+  return {
+    cohort: payload.cohort ?? 0,
+    cells: payload.categories,
+  };
+}
+
+function cellsFor(group: DestinationGroup, card: CardGroup): DestinationCell[] {
+  const wanted = new Set(CARD_GROUPS[card]);
+  return group.cells.filter(c => wanted.has(c.category));
+}
+
+/**
+ * One cell of the detail table.
+ *
+ * The three statuses are three different statements and the table has to keep
+ * them apart, because the whole pipeline does — the mart, the SQLAlchemy model
+ * and the serialiser all preserve the difference deliberately:
+ *
+ *   published      the figure
+ *   suppressed     DfE withheld it to protect a small number of pupils
+ *   not_applicable this destination does not apply to this school at all
+ *
+ * An earlier version keyed the share column off `percentage === null`, which is
+ * also true for not_applicable, so a category that simply does not apply was
+ * labelled "withheld" — while the pupils column beside it rendered blank. Both
+ * columns now derive from `status`, so they cannot disagree.
+ */
+function cellValue(
+  cell: DestinationCell, cohort: number, kind: 'pupils' | 'share',
+) {
+  if (cell.status === 'suppressed') {
+    return <span className={styles.withheldMark}>withheld</span>;
+  }
+  const notApplicable = (
+    <span className={styles.notApplicable} title="Does not apply to this school">
+      &mdash;
+    </span>
+  );
+
+  if (cell.status !== 'published' || cell.pupils === null) return notApplicable;
+  if (kind === 'pupils') return cell.pupils;
+
+  // Percentages come from the mart, but a published count with no published
+  // percentage is recoverable from the cohort — both halves are published, so
+  // nothing withheld is involved. Same derivation the bar widths use.
+  const share = cell.percentage ?? (cohort > 0 ? (cell.pupils / cohort) * 100 : null);
+  return share === null ? notApplicable : `${Math.round(share)}%`;
+}
+
+export function DestinationsView({
+  destinations, phase,
+}: { destinations: DestinationPhase; phase: 'ks4' | 'ks5' }) {
+  const available = GROUP_ORDER.filter(
+    g => (destinations.groups[g]?.categories?.length ?? 0) > 0,
+  );
+  const [selected, setSelected] = useState<PupilGroup>(available[0] ?? 'all');
+  const [focused, setFocused] = useState<CardGroup | null>(null);
+
+  const payload = destinations.groups[selected];
+  if (!payload) return null;
+  const group = toGroup(payload);
+
+  const barDrawable = canRenderBar(group);
+  const segments = barDrawable ? toBarSegments(group) : [];
+  const withheld = group.cells.filter(c => c.status === 'suppressed');
+
+  const dimmed = (card: CardGroup | null) => focused !== null && focused !== card;
+
+  return (
+    <div className={styles.view}>
+      {available.length > 1 && (
+        <div className={styles.switchRow}>
+          <span className={styles.switchLabel} id={`${phase}-cohort-label`}>Show</span>
+          <div
+            className={styles.switchButtons}
+            role="radiogroup"
+            aria-labelledby={`${phase}-cohort-label`}
+          >
+            {available.map(g => (
+              <button
+                key={g}
+                type="button"
+                role="radio"
+                aria-checked={selected === g}
+                className={styles.switchButton}
+                onClick={() => { setSelected(g); setFocused(null); }}
+              >
+                {GROUP_LABELS[g]}
+                <span className={styles.switchCount}>
+                  {destinations.groups[g]?.cohort ?? ''}
+                </span>
+              </button>
+            ))}
+          </div>
+        </div>
+      )}
+
+      <div className={styles.cards}>
+        {(Object.keys(CARD_GROUPS) as CardGroup[]).map(card => {
+          const cells = cellsFor(group, card);
+          if (cells.length === 0) return null;
+          const total = aggregateCells(cells, group.cohort);
+          const { question, hint } = CARD_QUESTIONS[card];
+          const keys = cells.map(c => (
+            <span key={c.category} className={`${styles.swatch} ${styles[c.category]}`} />
+          ));
+
+          if (total === null) {
+            return (
+              <div key={card} className={`${styles.card} ${styles.cardWithheld}`}>
+                <span className={styles.cardQuestion}>{question}</span>
+                <span className={styles.cardWithheldValue}>Not published</span>
+                <span className={styles.cardHint}>
+                  Too few pupils went to {hint} for the Department for Education
+                  to release a figure.
+                </span>
+                <span className={styles.cardKeys}>{keys}</span>
+              </div>
+            );
+          }
+
+          return (
+            <button
+              key={card}
+              type="button"
+              className={`${styles.card} ${dimmed(card) ? styles.dim : ''}`}
+              data-group={card}
+              onMouseEnter={() => setFocused(card)}
+              onMouseLeave={() => setFocused(null)}
+              onFocus={() => setFocused(card)}
+              onBlur={() => setFocused(null)}
+            >
+              <span className={styles.cardQuestion}>{question}</span>
+              <span className={styles.cardValue}>{Math.round(total.percentage)}%</span>
+              <span className={styles.cardHint}>went to {hint}.</span>
+              <span className={styles.cardKeys}>{keys}</span>
+            </button>
+          );
+        })}
+      </div>
+
+      {barDrawable ? (
+        <div className={styles.barBlock}>
+          <div className={styles.bar}>
+            {segments.map(seg => {
+              const card = cardGroupFor(seg.category);
+              return (
+                <div
+                  key={seg.category}
+                  data-destination-segment={seg.category}
+                  data-group={card ?? 'none'}
+                  className={`${styles.segment} ${styles[seg.category]} ${dimmed(card) ? styles.dim : ''}`}
+                  style={{ width: `${seg.widthPct}%` }}
+                  title={`${CATEGORY_LABELS[seg.category]} — ${seg.labelPct}% (${seg.pupils} pupils)`}
+                >
+                  {seg.widthPct >= 9 ? `${seg.labelPct}%` : ''}
+                </div>
+              );
+            })}
+          </div>
+          <div className={styles.barScale}>
+            <span>0%</span><span>25%</span><span>50%</span><span>75%</span><span>100%</span>
+          </div>
+        </div>
+      ) : (
+        <div className={styles.withheldPanel}>
+          <strong className={styles.withheldTitle}>
+            No breakdown chart for this group
+          </strong>
+          <p className={styles.withheldBody}>
+            {withheld.length === 1
+              ? 'One of the destinations is withheld'
+              : `${withheld.length} of the destinations are withheld`}
+            {' '}because too few pupils went there. These destinations add up to
+            the whole year group, so drawing the rest as a chart would give the
+            withheld figures away. The table below shows what was published,
+            and nothing more.
+          </p>
+        </div>
+      )}
+
+      <div className={styles.tableWrap}>
+        <table className={styles.table}>
+          <thead>
+            <tr>
+              <th scope="col">Destination</th>
+              <th scope="col">Pupils</th>
+              <th scope="col">Share</th>
+            </tr>
+          </thead>
+          <tbody>
+            {CATEGORY_ORDER.flatMap(category => {
+              const cell = group.cells.find(c => c.category === category);
+              if (!cell) return [];
+              const card = cardGroupFor(category);
+              return [(
+                <tr
+                  key={category}
+                  data-group={card ?? 'none'}
+                  data-status={cell.status}
+                  className={dimmed(card) ? styles.dim : ''}
+                >
+                  <th scope="row" className={styles.rowName}>
+                    <span className={`${styles.swatch} ${styles[category]}`} />
+                    {CATEGORY_LABELS[category]}
+                  </th>
+                  <td>{cellValue(cell, group.cohort, 'pupils')}</td>
+                  <td>{cellValue(cell, group.cohort, 'share')}</td>
+                </tr>
+              )];
+            })}
+          </tbody>
+        </table>
+      </div>
+
+      <p className={styles.footnote}>
+        Shares are rounded and may not add up to 100%. A pupil counted under a
+        school sixth form may have moved to a different school&apos;s sixth
+        form — the published data records the type of place, not which one.
+      </p>
+    </div>
+  );
+}

nextjs-app/components/school/Post16DestinationsSection.tsx

@@ -0,0 +1,40 @@
+/**
+ * Post16DestinationsSection — where a school's Year 13 leavers went.
+ * Server component.
+ *
+ * A separate publication, a separate cohort and a separate question from
+ * After Year 11, so it is a separate section rather than a tab: a parent
+ * choosing a secondary and a student choosing a sixth form are not the same
+ * reader.
+ *
+ * Not rendered at all for a school without post-16 provision. A "no data"
+ * placeholder there would imply something is missing, when the truthful
+ * statement is that the question does not apply — which is why the old
+ * "Post-16 destination data coming soon" note is gone rather than reworded.
+ */
+
+import type { DestinationPhase } from '@/lib/types';
+import { Section, sectionStyles } from './sectionShared';
+import { DestinationsView } from './DestinationsView';
+
+export function Post16DestinationsSection({
+  destinations,
+}: { destinations: DestinationPhase }) {
+  const hasContent = Object.values(destinations.groups)
+    .some(group => (group?.categories?.length ?? 0) > 0);
+  if (!hasContent) return null;
+
+  const cohort = destinations.groups.all?.cohort ?? null;
+  const year = destinations.cohort_year;
+
+  return (
+    <Section id="post16-destinations">
+      <h2 className={sectionStyles.sectionTitle}>After the sixth form</h2>
+      <p className={sectionStyles.sectionSubtitle}>
+        Where {cohort ? `the ${cohort} students` : 'the students'} who finished
+        Year 13{year ? ` in ${year}` : ''} went next.
+      </p>
+      <DestinationsView destinations={destinations} phase="ks5" />
+    </Section>
+  );
+}

nextjs-app/components/school/SecondaryAdmissionsSection.tsx

@@ -15,7 +15,7 @@ import {
 } from './lastDistanceOffered';
 
 export function SecondaryAdmissionsSection({
-  admissions, admissionsHistory, admissionDistance, schoolInfo, hasSixthForm,
+  admissions, admissionsHistory, admissionDistance, schoolInfo,
 }: {
   /* Nullable for the same reason as the primary section: a school can have a
      published cut-off and no EES admissions row. */
@@ -23,7 +23,6 @@ export function SecondaryAdmissionsSection({
   admissionsHistory: SchoolAdmissions[];
   admissionDistance: SchoolAdmissionDistance | null | undefined;
   schoolInfo: School;
-  hasSixthForm: boolean;
 }) {
   const cutoff = describeCutoff(admissionDistance);
   /* Absent means cut-offs are not being published at all; null means this
@@ -118,11 +117,6 @@ export function SecondaryAdmissionsSection({
         </p>
       ) : null}
 
-      {hasSixthForm && (
-        <div className={styles.sixthFormNote}>
-          This school has a sixth form (Post-16 provision). Post-16 destination data coming soon.
-        </div>
-      )}
     </section>
   );
 }

nextjs-app/components/school/SecondarySchoolSections.tsx

@@ -14,11 +14,14 @@
 import type {
   School, SchoolResult, AbsenceData, OfstedInspection, SchoolCensus,
   SchoolAdmissions, SchoolAdmissionDistance, SchoolDeprivation, SchoolFinance, NationalAverages,
+  SchoolDestinations,
 } from '@/lib/types';
 import { ofstedLegacyAreas } from '@/lib/utils';
 import type { SecondaryFlags } from '@/lib/schoolSections';
 import { OfstedSection } from './OfstedSection';
 import { GcseSection } from './GcseSection';
+import { DestinationsSection } from './DestinationsSection';
+import { Post16DestinationsSection } from './Post16DestinationsSection';
 import { SecondaryAdmissionsSection } from './SecondaryAdmissionsSection';
 import { DistanceSection } from './DistanceSection';
 import { SecondaryHistorySection } from './SecondaryHistorySection';
@@ -43,13 +46,14 @@ export interface SecondarySchoolSectionsProps {
   deprivation: SchoolDeprivation | null;
   finance: SchoolFinance | null;
   nationalAvg: NationalAverages | null;
+  destinations: SchoolDestinations | null;
   flags: SecondaryFlags;
 }
 
 export function SecondarySchoolSections({
   schoolInfo, yearlyData, ofsted, census,
   admissions, admissionsHistory, admissionDistance,
-  deprivation, finance, nationalAvg, flags,
+  deprivation, finance, nationalAvg, destinations, flags,
 }: SecondarySchoolSectionsProps) {
   const secondaryAvg = nationalAvg?.secondary ?? {};
 
@@ -88,6 +92,18 @@ export function SecondarySchoolSections({
         />
       )}
 
+      {/* Destinations follow attainment: they answer "and then what happened",
+          which only lands once the results are in view. */}
+      {flags.hasKs4Destinations && destinations?.ks4 && (
+        <DestinationsSection destinations={destinations.ks4} />
+      )}
+
+      {/* Sixth-form schools only. Absent, not placeheld, for a school with no
+          post-16 provision — the question simply does not apply there. */}
+      {flags.hasKs5Destinations && destinations?.ks5 && (
+        <Post16DestinationsSection destinations={destinations.ks5} />
+      )}
+
       {/* See PrimarySchoolSections: distance and EES admissions are independent
           sources, so either one warrants the section. */}
       {(admissions || admissionDistance) && (
@@ -96,7 +112,6 @@ export function SecondarySchoolSections({
           admissionDistance={admissionDistance}
           admissionsHistory={admissionsHistory}
           schoolInfo={schoolInfo}
-          hasSixthForm={flags.hasSixthForm}
         />
       )}
 

nextjs-app/components/school/destinations.module.css

@@ -0,0 +1,307 @@
+/*
+ * Destination sections.
+ *
+ * Every colour comes from the --dest-* tokens in globals.css, which are
+ * defined in both themes. Nothing here is a literal colour — see
+ * __tests__/components/darkThemeSafety.test.ts for why.
+ */
+
+.view {
+    display: flex;
+    flex-direction: column;
+    gap: 1.5rem;
+}
+
+/* ── Cohort switch ─────────────────────────────────────────────────────── */
+
+.switchRow {
+    display: flex;
+    flex-direction: column;
+    gap: 0.5rem;
+}
+
+.switchLabel {
+    font-size: var(--step--2);
+    font-weight: 600;
+    letter-spacing: 0.06em;
+    text-transform: uppercase;
+    color: var(--text-muted);
+}
+
+.switchButtons {
+    display: inline-flex;
+    flex-wrap: wrap;
+    gap: 2px;
+    padding: 2px;
+    background: var(--bg-secondary);
+    border-radius: var(--radius-md);
+    align-self: flex-start;
+}
+
+.switchButton {
+    appearance: none;
+    border: none;
+    background: transparent;
+    font: inherit;
+    font-size: var(--step--1);
+    font-weight: 600;
+    color: var(--text-secondary);
+    padding: 0.5rem 0.9rem;
+    border-radius: calc(var(--radius-md) - 2px);
+    cursor: pointer;
+    white-space: nowrap;
+    transition: background var(--transition), color var(--transition);
+}
+
+.switchButton:hover { color: var(--text-primary); }
+.switchButton:focus-visible { outline: 2px solid var(--brand); outline-offset: 1px; }
+
+.switchButton[aria-checked='true'] {
+    background: var(--bg-card);
+    color: var(--text-primary);
+    box-shadow: var(--shadow-soft);
+}
+
+.switchCount {
+    margin-left: 0.4rem;
+    font-weight: 500;
+    color: var(--text-muted);
+    font-variant-numeric: tabular-nums;
+}
+
+/* ── Question cards ────────────────────────────────────────────────────── */
+
+.cards {
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(14rem, 1fr));
+    gap: 0.75rem;
+}
+
+.card {
+    display: flex;
+    flex-direction: column;
+    gap: 0.35rem;
+    text-align: left;
+    font: inherit;
+    background: var(--brand-bg);
+    border: 1px solid transparent;
+    border-radius: var(--radius-md);
+    padding: 1.15rem 1.25rem;
+    cursor: pointer;
+    transition: border-color var(--transition), opacity var(--transition);
+}
+
+.card:hover { border-color: var(--brand); }
+.card:focus-visible { outline: 2px solid var(--brand); outline-offset: 2px; }
+
+.cardWithheld {
+    background: var(--bg-secondary);
+    border-style: dashed;
+    border-color: var(--border-strong);
+    cursor: default;
+}
+
+.cardQuestion {
+    font-family: var(--font-display);
+    font-size: var(--step--1);
+    font-weight: 700;
+    color: var(--text-primary);
+    text-wrap: balance;
+}
+
+.cardValue {
+    font-family: var(--font-display);
+    font-size: var(--step-3);
+    font-weight: 800;
+    line-height: 1.05;
+    letter-spacing: -0.02em;
+    font-variant-numeric: tabular-nums;
+    color: var(--text-primary);
+}
+
+.cardWithheldValue {
+    font-family: var(--font-display);
+    font-size: var(--step-1);
+    font-weight: 700;
+    color: var(--text-muted);
+}
+
+.cardHint {
+    font-size: var(--step--2);
+    color: var(--text-secondary);
+}
+
+.cardKeys {
+    display: flex;
+    gap: 0.3rem;
+    margin-top: 0.2rem;
+}
+
+.cardKeys .swatch {
+    width: 1.5rem;
+    height: 0.35rem;
+    border-radius: 2px;
+}
+
+/* ── Bar ───────────────────────────────────────────────────────────────── */
+
+.barBlock {
+    display: flex;
+    flex-direction: column;
+    gap: 0.5rem;
+}
+
+/* 2px surface gaps between segments so adjacent fills stay distinguishable
+   without a border darkening the palette. */
+.bar {
+    display: flex;
+    gap: 2px;
+    height: 3rem;
+    border-radius: var(--radius-sm);
+    overflow: hidden;
+    background: var(--bg-card);
+}
+
+.segment {
+    display: grid;
+    place-items: center;
+    min-width: 2px;
+    overflow: hidden;
+    color: var(--text-inverse);
+    font-size: var(--step--2);
+    font-weight: 700;
+    font-variant-numeric: tabular-nums;
+    transition: opacity var(--transition);
+}
+
+.barScale {
+    display: flex;
+    justify-content: space-between;
+    font-size: var(--step--2);
+    color: var(--text-muted);
+    font-variant-numeric: tabular-nums;
+}
+
+/* ── Category colours ──────────────────────────────────────────────────── */
+
+.higher_education,
+.school_sixth_form { background: var(--dest-sixthform); }
+.sixth_form_college { background: var(--dest-sfcollege); }
+.further_education,
+.other_education { background: var(--dest-fecollege); color: var(--text-primary); }
+.apprenticeship { background: var(--dest-apprentice); }
+.employment { background: var(--dest-employment); }
+
+/* The absence is hatched neutral, never a colour: "activity not captured"
+   covers independent schools, moving abroad and training the department holds
+   no data on, so a red segment would state something false. The hatch is also
+   the secondary encoding that separates it from the employment blue. */
+.not_sustained,
+.not_captured {
+    background-color: var(--bg-card);
+    background-image: repeating-linear-gradient(
+        45deg,
+        var(--dest-none-hatch) 0 3px,
+        transparent 3px 7px
+    );
+    box-shadow: inset 0 0 0 1px var(--dest-none);
+    color: var(--text-secondary);
+}
+
+.swatch {
+    display: inline-block;
+    width: 0.9rem;
+    height: 0.9rem;
+    border-radius: 3px;
+    flex: none;
+}
+
+/* ── Dimming, for the card-to-bar linkage ──────────────────────────────── */
+
+.dim { opacity: 0.3; }
+
+/* ── Withheld panel ────────────────────────────────────────────────────── */
+
+.withheldPanel {
+    background: var(--bg-secondary);
+    border-radius: var(--radius-md);
+    padding: 1.15rem 1.25rem;
+    display: flex;
+    flex-direction: column;
+    gap: 0.5rem;
+}
+
+.withheldTitle {
+    font-family: var(--font-display);
+    font-size: var(--step--1);
+    font-weight: 700;
+    color: var(--text-primary);
+}
+
+.withheldBody {
+    margin: 0;
+    font-size: var(--step--1);
+    color: var(--text-secondary);
+}
+
+.withheldMark {
+    display: inline-block;
+    font-size: var(--step--2);
+    font-weight: 700;
+    color: var(--text-muted);
+    background: var(--bg-secondary);
+    border: 1px dashed var(--border-strong);
+    border-radius: 999px;
+    padding: 0.1rem 0.5rem;
+}
+
+/* ── Table ─────────────────────────────────────────────────────────────── */
+
+.tableWrap { overflow-x: auto; }
+
+.table {
+    width: 100%;
+    border-collapse: collapse;
+    font-size: var(--step--1);
+}
+
+.table th,
+.table td {
+    padding: 0.55rem 0;
+    border-bottom: 1px solid var(--border);
+    text-align: right;
+    font-variant-numeric: tabular-nums;
+}
+
+.table thead th {
+    font-size: var(--step--2);
+    font-weight: 600;
+    letter-spacing: 0.05em;
+    text-transform: uppercase;
+    color: var(--text-muted);
+    white-space: nowrap;
+}
+
+.table th:first-child { text-align: left; }
+
+.rowName {
+    display: flex;
+    align-items: center;
+    gap: 0.6rem;
+    font-weight: 500;
+    color: var(--text-primary);
+}
+
+.footnote {
+    margin: 0;
+    font-size: var(--step--2);
+    color: var(--text-muted);
+}
+
+/* A destination that does not apply to this school. Deliberately not the
+   withheld badge: "we are not told" and "there is nothing to tell" are
+   different statements, and the rest of the pipeline keeps them apart. */
+.notApplicable {
+    color: var(--text-muted);
+    cursor: help;
+}

nextjs-app/components/school/schoolSections.module.css

@@ -1883,15 +1883,7 @@
     color: var(--phase-secondary-text);
     border: 1px solid rgba(var(--status-above-rgb), 0.2);
 }
-.sixthFormNote {
+
-    margin-top: 1rem;
-    padding: 0.625rem 0.875rem;
-    background: var(--bg-secondary);
-    border-radius: 6px;
-    font-size: 0.825rem;
-    color: var(--text-secondary);
-    border-left: 3px solid var(--brand);
-}
 .genderSplitHint {
     font-size: 0.7rem;
     color: var(--text-muted);
@@ -2107,7 +2099,6 @@
     border-top: 1px solid var(--border);
 }
 
-
 .cutoffMapFigure {
     /* Enough to read a set of concentric rings and no more — this is a
        diagram of a number, not a map anyone navigates by. */

nextjs-app/lib/destinations.ts

@@ -0,0 +1,148 @@
+/**
+ * Destination measures — categories, the card grouping, and the disclosure
+ * guards.
+ *
+ * DfE suppresses individual cells with `c`, and the destination categories sum
+ * to the cohort. So subtracting the published cells from the cohort total
+ * recovers a lone suppressed cell exactly — which is the case on 22% of
+ * mainstream secondaries.
+ *
+ * The guards here are the SECOND line of defence, not the first. Not drawing a
+ * number does nothing to stop it being computed, so the real fix lives in
+ * backend/data_loader.py::_mask_for_disclosure, which withholds a companion
+ * cell before the figures ever leave the server. These functions keep the UI
+ * honest about what it draws from an already-safe payload.
+ *
+ * See docs/superpowers/specs/2026-08-28-destination-measures-design.md.
+ */
+
+export type DestinationCategory =
+  | 'school_sixth_form'
+  | 'sixth_form_college'
+  | 'further_education'
+  | 'other_education'
+  | 'apprenticeship'
+  | 'employment'
+  | 'not_sustained'
+  | 'not_captured'
+  // 16-18 only.
+  | 'higher_education';
+
+export type PupilGroup = 'all' | 'disadvantaged' | 'other';
+
+export type DestinationStatus = 'published' | 'suppressed' | 'not_applicable';
+
+export type CardGroup = 'academic' | 'college' | 'work';
+
+export interface DestinationCell {
+  category: DestinationCategory;
+  pupils: number | null;
+  percentage: number | null;
+  status: DestinationStatus;
+}
+
+export interface DestinationGroup {
+  cohort: number;
+  cells: DestinationCell[];
+}
+
+/** Display order, which is also bar order: education, then work, then absence. */
+export const CATEGORY_ORDER: DestinationCategory[] = [
+  'higher_education',
+  'school_sixth_form', 'sixth_form_college', 'further_education', 'other_education',
+  'apprenticeship', 'employment', 'not_sustained', 'not_captured',
+];
+
+/**
+ * Our grouping, not DfE's — the single most arguable thing on the page, which
+ * is why it lives in exactly one place. `not_sustained` and `not_captured` are
+ * deliberately absent: they are the absence of a destination, not a route, and
+ * "activity not captured" includes independent schools and moving abroad.
+ */
+export const CARD_GROUPS: Record<CardGroup, DestinationCategory[]> = {
+  academic: ['higher_education', 'school_sixth_form', 'sixth_form_college'],
+  college: ['further_education', 'other_education'],
+  work: ['apprenticeship', 'employment'],
+};
+
+export function suppressedCount(cells: DestinationCell[]): number {
+  return cells.filter(c => c.status === 'suppressed').length;
+}
+
+/** R2: a sum computed from components is safe only if every component is published. */
+export function canAggregate(cells: DestinationCell[]): boolean {
+  return cells.length > 0 && cells.every(c => c.status === 'published');
+}
+
+export function aggregateCells(
+  cells: DestinationCell[], cohort: number,
+): { pupils: number; percentage: number } | null {
+  if (!canAggregate(cells) || cohort <= 0) return null;
+  const pupils = cells.reduce((sum, c) => sum + (c.pupils ?? 0), 0);
+  return { pupils, percentage: (pupils / cohort) * 100 };
+}
+
+/** R1: a bar is drawable only when nothing in the group is withheld. */
+export function canRenderBar(group: DestinationGroup): boolean {
+  return group.cohort > 0 && group.cells.every(c => c.status === 'published');
+}
+
+export interface BarSegment {
+  category: DestinationCategory;
+  pupils: number;
+  /** Exact width from the count — never the rounded percentage. */
+  widthPct: number;
+  /** Rounded value for the segment label. */
+  labelPct: number;
+}
+
+export function toBarSegments(group: DestinationGroup): BarSegment[] {
+  if (!canRenderBar(group)) {
+    throw new Error(
+      'toBarSegments: refusing to draw a bar for a group with suppressed categories — '
+      + 'the gap left behind would disclose the withheld figure (R1).',
+    );
+  }
+  const byCategory = new Map(group.cells.map(c => [c.category, c]));
+  return CATEGORY_ORDER.flatMap<BarSegment>(category => {
+    const cell = byCategory.get(category);
+    if (!cell || cell.pupils === null) return [];
+    const widthPct = (cell.pupils / group.cohort) * 100;
+    return [{ category, pupils: cell.pupils, widthPct, labelPct: Math.round(widthPct) }];
+  });
+}
+
+export const CATEGORY_LABELS: Record<DestinationCategory, string> = {
+  higher_education: 'UK higher education',
+  school_sixth_form: 'State-funded school sixth form',
+  sixth_form_college: 'Sixth-form college',
+  further_education: 'FE and other colleges',
+  other_education: 'Other education destination',
+  apprenticeship: 'Apprenticeship',
+  employment: 'Employment',
+  not_sustained: 'Not recorded as a sustained destination',
+  not_captured: 'Activity not captured',
+};
+
+export const CARD_QUESTIONS: Record<CardGroup, { question: string; hint: string }> = {
+  academic: {
+    question: 'Do leavers stay on an academic route?',
+    hint: 'a school sixth form or a sixth-form college',
+  },
+  college: {
+    question: 'Or move to a college?',
+    hint: 'an FE or other college',
+  },
+  work: {
+    question: 'Or straight into work?',
+    hint: 'an apprenticeship or a job',
+  },
+};
+
+/** Which card a category belongs to, or null for the two absence categories. */
+export function cardGroupFor(category: DestinationCategory): CardGroup | null {
+  for (const [group, categories] of Object.entries(CARD_GROUPS) as [CardGroup, DestinationCategory[]][]) {
+    if (categories.includes(category)) return group;
+  }
+  return null;
+}

nextjs-app/lib/schoolSections.ts

@@ -10,6 +10,7 @@
 import type {
   School, SchoolResult, AbsenceData, SchoolCensus,
   OfstedInspection, SchoolAdmissions, SchoolAdmissionDistance, SchoolDeprivation, SchoolFinance,
+  SchoolDestinations, DestinationPhase,
 } from './types';
 import { isSpecialSchool } from './utils';
 
@@ -20,6 +21,7 @@ export interface SchoolFlagsInput {
   census: SchoolCensus | null;
   deprivation: SchoolDeprivation | null;
   finance: SchoolFinance | null;
+  destinations?: SchoolDestinations | null;
 }
 
 export interface SchoolFlags {
@@ -183,10 +185,22 @@ export interface SecondaryFlags {
   p8Suspended: boolean;
   isSpecial: boolean;
   suppressComparison: boolean;
+  /** Whether a destinations phase has anything to render. A block can exist
+   *  with empty groups when the pipeline has run but the school has no rows,
+   *  and a nav entry for a section that never renders links to nothing. */
+  hasKs4Destinations: boolean;
+  hasKs5Destinations: boolean;
+}
+
+/** A phase is renderable only if some pupil group actually carries categories. */
+function phaseHasContent(phase: DestinationPhase | null | undefined): boolean {
+  if (!phase) return false;
+  return Object.values(phase.groups ?? {})
+    .some(group => (group?.categories?.length ?? 0) > 0);
 }
 
 export function computeSecondaryFlags({
-  schoolInfo, yearlyData, deprivation, finance,
+  schoolInfo, yearlyData, deprivation, finance, destinations,
 }: Omit<SchoolFlagsInput, 'absenceData' | 'census'>): SecondaryFlags {
   const latestResults = yearlyData.length > 0 ? yearlyData[yearlyData.length - 1] : null;
 
@@ -212,6 +226,8 @@ export function computeSecondaryFlags({
   return {
     latestResults, hasSixthForm, hasFinance, hasDeprivation, hasLocation,
     hasWellbeing, hasResults: !!hasResults, p8Suspended, isSpecial, suppressComparison,
+    hasKs4Destinations: phaseHasContent(destinations?.ks4),
+    hasKs5Destinations: phaseHasContent(destinations?.ks5),
   };
 }
 
@@ -228,6 +244,12 @@ export function buildSecondaryNavItems(
   const navItems: NavItem[] = [];
   if (ofsted) navItems.push({ id: 'ofsted', label: 'Ofsted' });
   if (flags.hasResults) navItems.push({ id: 'gcse', label: 'GCSEs' });
+  // Destinations sit straight after attainment: they answer "and then what
+  // happened", which only makes sense once the results are in view.
+  if (flags.hasKs4Destinations) navItems.push({ id: 'destinations', label: 'After Year 11' });
+  if (flags.hasKs5Destinations) {
+    navItems.push({ id: 'post16-destinations', label: 'After sixth form' });
+  }
   if (admissions || admissionDistance) navItems.push({ id: 'admissions', label: 'Admissions' });
   if (admissionDistance?.distance_m != null && hasLocation) {
     navItems.push({ id: 'distance', label: 'Distance' });

nextjs-app/lib/types.ts

@@ -369,6 +369,12 @@ export interface SchoolDetailsResponse {
   admission_distance?: SchoolAdmissionDistance | null;
   deprivation: SchoolDeprivation | null;
   finance: SchoolFinance | null;
+  /**
+   * Optional so an older backend, which does not send the key at all, still
+   * typechecks. Null means the school has no published destination data;
+   * either way the sections simply do not render.
+   */
+  destinations?: SchoolDestinations | null;
 }
 
 export interface ComparisonData {
@@ -598,3 +604,28 @@ export interface SortConfig {
   key: string;
   direction: SortDirection;
 }
+
+// ── Destination measures ────────────────────────────────────────────────────
+// Shaped by backend/data_loader.py::_destinations_block. `status` is the field
+// that matters: 'suppressed' is DfE withholding a figure it judged disclosive
+// and must render as "withheld"; 'not_applicable' must render as nothing.
+// `pupils` is null for both, so a null check alone loses the difference.
+
+import type { DestinationCell, PupilGroup } from './destinations';
+
+export interface DestinationGroupPayload {
+  cohort: number | null;
+  categories: DestinationCell[];
+}
+
+export interface DestinationPhase {
+  /** e.g. "2022/23" — the section dates its own cohort, which runs about two
+   *  GCSE years behind the results shown above it. */
+  cohort_year: string | null;
+  groups: Partial<Record<PupilGroup, DestinationGroupPayload>>;
+}
+
+export interface SchoolDestinations {
+  ks4: DestinationPhase | null;
+  ks5: DestinationPhase | null;
+}

pipeline/dags/school_data_pipeline.py

@@ -178,9 +178,19 @@ with DAG(
             bash_command=f"cd {PIPELINE_DIR} && {MELTANO_BIN} run tap-uk-ees target-postgres",
         )
 
+        # Destinations come from the EES query API rather than a release ZIP,
+        # so they are a separate tap. Run after extract_ees rather than beside
+        # it: both write to the raw schema and the loader is happier serial.
+        extract_ees_destinations = BashOperator(
+            task_id="extract_ees_destinations",
+            bash_command=f"cd {PIPELINE_DIR} && {MELTANO_BIN} run tap-uk-ees-destinations target-postgres",
+        )
+
+        extract_ees >> extract_ees_destinations
+
     dbt_build_ees = BashOperator(
         task_id="dbt_build",
-        bash_command=f"cd {PIPELINE_DIR}/transform && {DBT_BIN} build --profiles-dir . --target production --select stg_ees_ks2+ stg_legacy_ks2+ stg_ees_ks4+ stg_legacy_ks4+ stg_ees_census+ stg_ees_admissions+ stg_ees_ks2_national+ stg_ees_ks4_national+",
+        bash_command=f"cd {PIPELINE_DIR}/transform && {DBT_BIN} build --profiles-dir . --target production --select stg_ees_ks2+ stg_legacy_ks2+ stg_ees_ks4+ stg_legacy_ks4+ stg_ees_census+ stg_ees_admissions+ stg_ees_ks2_national+ stg_ees_ks4_national+ stg_ees_ks4_destinations+ stg_ees_ks5_destinations+",
     )
 
     sync_typesense_ees = BashOperator(

pipeline/meltano.yml

@@ -41,6 +41,12 @@ plugins:
           "201718": "http://10.0.1.224:8081/filebrowser/api/public/dl/0L61fE_a?inline=true"
           "201819": "http://10.0.1.224:8081/filebrowser/api/public/dl/XJGJ5lG1?inline=true"
 
+    - name: tap-uk-ees-destinations
+      namespace: uk_ees_destinations
+      pip_url: ./plugins/extractors/tap-uk-ees-destinations
+      executable: tap-uk-ees-destinations
+      settings: []
+
     - name: tap-uk-ofsted
       namespace: uk_ofsted
       pip_url: ./plugins/extractors/tap-uk-ofsted

pipeline/plugins/extractors/tap-uk-ees-destinations/pyproject.toml

@@ -0,0 +1,16 @@
+[build-system]
+requires = ["setuptools>=68", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "tap-uk-ees-destinations"
+version = "0.1.0"
+description = "Singer tap for UK EES destination measures (KS4 and 16-18), school level"
+requires-python = ">=3.10"
+dependencies = [
+    "singer-sdk~=0.53",
+    "requests>=2.31",
+]
+
+[project.scripts]
+tap-uk-ees-destinations = "tap_uk_ees_destinations.tap:TapUKEESDestinations.cli"

pipeline/plugins/extractors/tap-uk-ees-destinations/tap_uk_ees_destinations.egg-info/PKG-INFO

@@ -0,0 +1,7 @@
+Metadata-Version: 2.4
+Name: tap-uk-ees-destinations
+Version: 0.1.0
+Summary: Singer tap for UK EES destination measures (KS4 and 16-18), school level
+Requires-Python: >=3.10
+Requires-Dist: singer-sdk~=0.53
+Requires-Dist: requests>=2.31

pipeline/plugins/extractors/tap-uk-ees-destinations/tap_uk_ees_destinations.egg-info/SOURCES.txt

@@ -0,0 +1,10 @@
+pyproject.toml
+tap_uk_ees_destinations/__init__.py
+tap_uk_ees_destinations/tap.py
+tap_uk_ees_destinations.egg-info/PKG-INFO
+tap_uk_ees_destinations.egg-info/SOURCES.txt
+tap_uk_ees_destinations.egg-info/dependency_links.txt
+tap_uk_ees_destinations.egg-info/entry_points.txt
+tap_uk_ees_destinations.egg-info/requires.txt
+tap_uk_ees_destinations.egg-info/top_level.txt
+tests/test_tap.py

pipeline/plugins/extractors/tap-uk-ees-destinations/tap_uk_ees_destinations.egg-info/dependency_links.txt

@@ -0,0 +1 @@
+

pipeline/plugins/extractors/tap-uk-ees-destinations/tap_uk_ees_destinations.egg-info/entry_points.txt

@@ -0,0 +1,2 @@
+[console_scripts]
+tap-uk-ees-destinations = tap_uk_ees_destinations.tap:TapUKEESDestinations.cli

pipeline/plugins/extractors/tap-uk-ees-destinations/tap_uk_ees_destinations.egg-info/requires.txt

@@ -0,0 +1,2 @@
+singer-sdk~=0.53
+requests>=2.31

pipeline/plugins/extractors/tap-uk-ees-destinations/tap_uk_ees_destinations.egg-info/top_level.txt

@@ -0,0 +1 @@
+tap_uk_ees_destinations

pipeline/plugins/extractors/tap-uk-ees-destinations/tap_uk_ees_destinations/tap.py

@@ -0,0 +1,291 @@
+"""EES destinations tap — KS4 and 16-18 destination measures, school level.
+
+Separate from tap-uk-ees on purpose. That tap pulls a release ZIP and reads a
+CSV inside it; the destinations files carry sex, ethnicity, FSM status, prior
+attainment and SEN in the same table, so the whole-file route would download
+millions of rows to keep a few hundred thousand. The query API filters server
+side — with every dimension pinned, one year is ~250k rows across all
+geographic levels rather than 1.9M.
+
+The one thing this tap must not do is tidy the data up. EES writes `c` where a
+figure is withheld, and the destination categories sum to the cohort — so
+turning `c` into NULL here would let a downstream sum reconstruct exactly what
+DfE suppressed. Counts and percentages are emitted as TEXT, sentinel intact,
+and safe_numeric must never be pointed at them.
+
+See docs/superpowers/specs/2026-08-28-destination-measures-design.md.
+"""
+
+from __future__ import annotations
+
+import requests
+from singer_sdk import Stream, Tap
+from singer_sdk import typing as th
+
+API_BASE = "https://api.education.gov.uk/statistics/v1"
+TIMEOUT = 180
+PAGE_SIZE = 10000
+
+KS4_DATASET = "019d4f41-22d1-71b2-a1a7-f3b91026815b"
+KS5_DATASET = "019d4e73-6440-7523-b60c-bfab1ad4a30d"
+
+# Filter option ids, read from each dataset's /meta endpoint. KS4 and 16-18 use
+# different ids for the same concepts, so they are declared separately rather
+# than shared. `agg_` measures are totals DfE published itself; they are kept
+# because they survive suppression far better than their components, and the
+# frontend decides whether showing one is safe.
+KS4_DESTINATION_SLUGS = {
+    "DCz1Q": "school_sixth_form",
+    "eLsdu": "sixth_form_college",
+    "o2MJm": "further_education",
+    "b7v6t": "other_education",
+    "mlKo9": "apprenticeship",
+    "QIJEw": "employment",
+    "RZrek": "not_sustained",
+    "1j7Ui": "not_captured",
+    "WiEl2": "agg_sustained_education",
+    "EfSAq": "agg_sustained_all",
+}
+KS4_PUPIL_GROUP_SLUGS = {"p9WRS": "all", "OvPnC": "disadvantaged", "7VmdX": "other"}
+# Every other dimension held at Total: sex, student-characteristic topic,
+# ethnicity major and minor, student characteristics. Pinning these is
+# mandatory, not an optimisation — unconstrained they cross with each other and
+# return 45 rows where 30 are wanted.
+#
+# The two establishment dimensions are deliberately NOT pinned. A school row
+# carries its own establishment type ("State-funded mainstream schools"), never
+# Total, so pinning Total there returns zero rows. Verified: with this set, one
+# school-year yields exactly 30 rows — 10 measures x 3 pupil groups, no
+# duplicates.
+KS4_PINNED = ["X542f", "jHdaA", "9c6y4", "Y0RhH", "wBpIb"]
+
+# The England reference needs a DIFFERENT pin set. At national level the
+# establishment dimensions do vary — selective schools, studio schools, UTCs
+# and so on are separate populations, not labels — so leaving them open
+# multiplies every figure into 190 rows where 30 are wanted. Pinning
+# establishment type to Total within the state-funded mainstream group gives
+# exactly 30, and the parts reconcile: 151,912 disadvantaged + 441,823 other =
+# 593,735 total for 2022/23.
+#
+# Note it must be the mainstream GROUP, not the Total group: DfE does not
+# publish the disadvantage split across all establishment types at once, so
+# pinning group=Total silently drops two thirds of the reference.
+KS4_NATIONAL_PINNED = KS4_PINNED + ["5RcSd", "rgHcN"]
+
+# Indicator ids are per-dataset, not shared. The 16-18 set below differs.
+KS4_INDICATORS = {
+    "cohort": "Poghe",
+    "pupils": "1roqi",
+    "percentage": "dPjk0",
+}
+
+KS5_DESTINATION_SLUGS = {
+    "dkyu0": "higher_education",
+    "QIB6w": "school_sixth_form",
+    "9c3u4": "sixth_form_college",
+    "S4UgV": "further_education",
+    "EfYDq": "other_education",
+    "PaLTe": "apprenticeship",
+    "9c8k4": "employment",
+    "Wi6R2": "not_sustained",
+    "o2l7m": "not_captured",
+    "wBXtb": "agg_sustained_education",
+    "o2c4m": "agg_sustained_all",
+}
+KS5_PUPIL_GROUP_SLUGS = {"Y0PuH": "all", "HTeez": "disadvantaged", "CnSVI": "other"}
+# As KS4, plus the two qualification dimensions — without them a sixth form is
+# counted once per qualification level rather than once. Establishment omitted
+# for the same reason as KS4.
+KS5_PINNED = ["Pa2Ae", "o23fm", "NOBQD", "BSdu7", "fde2Y", "gJpLO", "tXHPE"]
+# State-funded mainstream schools group + establishment type Total, as KS4.
+KS5_NATIONAL_PINNED = KS5_PINNED + ["0hanT", "S4ROV"]
+
+KS5_INDICATORS = {
+    "cohort": "5TESd",
+    "pupils": "tjybE",
+    "percentage": "fzKfY",
+}
+
+
+def _period_to_time_period(period: str) -> str:
+    """'2022/2023' -> '202223', the convention every other mart here uses."""
+    start, end = period.split("/")
+    return start + end[-2:]
+
+
+def row_to_record(
+    row: dict,
+    urn_by_location: dict[str, str],
+    destination_slugs: dict[str, str] | None = None,
+    pupil_group_slugs: dict[str, str] | None = None,
+    indicators: dict[str, str] | None = None,
+) -> dict | None:
+    """Map one API row to a Singer record, or None if it is not one we keep."""
+    destination_slugs = destination_slugs or KS4_DESTINATION_SLUGS
+    pupil_group_slugs = pupil_group_slugs or KS4_PUPIL_GROUP_SLUGS
+
+    # Read geographicLevel, not the locations keys: a school row also carries
+    # NAT, LA and REG entries for its parents, so testing "NAT in locations"
+    # would admit every local-authority row as a national one.
+    level = row.get("geographicLevel")
+    if level == "SCH":
+        urn = urn_by_location.get(row.get("locations", {}).get("SCH", ""))
+        if not urn:
+            return None
+    elif level == "NAT":
+        urn = None
+    else:
+        return None
+
+    applied = set(row.get("filters", {}).values())
+    destination = next(
+        (slug for fid, slug in destination_slugs.items() if fid in applied), None
+    )
+    group = next(
+        (slug for fid, slug in pupil_group_slugs.items() if fid in applied), None
+    )
+    if destination is None or group is None:
+        return None
+
+    values = row.get("values", {})
+    indicators = indicators or KS4_INDICATORS
+    return {
+        "urn": urn,
+        "time_period": _period_to_time_period(row["timePeriod"]["period"]),
+        "pupil_group": group,
+        "destination_measure": destination,
+        "cohort_pupils": values.get(indicators["cohort"]),
+        "pupils_raw": values.get(indicators["pupils"]),
+        "percentage_raw": values.get(indicators["percentage"]),
+    }
+
+
+def _fetch_meta(dataset_id: str) -> dict:
+    resp = requests.get(f"{API_BASE}/data-sets/{dataset_id}/meta", timeout=TIMEOUT)
+    resp.raise_for_status()
+    return resp.json()
+
+
+def urn_by_location_from_meta(meta: dict) -> dict[str, str]:
+    """Location id -> URN, for the school-level options."""
+    for group in meta.get("locations", []):
+        if group.get("level", {}).get("code") == "SCH":
+            return {o["id"]: o["urn"] for o in group.get("options", []) if o.get("urn")}
+    return {}
+
+
+def time_periods_from_meta(meta: dict) -> list[str]:
+    return [t["period"] for t in meta.get("timePeriods", [])]
+
+
+class DestinationsStream(Stream):
+    """One stream per dataset. Pages the query API, one time period at a time."""
+
+    _dataset_id: str = ""
+    _destination_slugs: dict[str, str] = {}
+    _pupil_group_slugs: dict[str, str] = {}
+    _pinned: list[str] = []
+    _national_pinned: list[str] = []
+    _indicators: dict[str, str] = {}
+
+    schema = th.PropertiesList(
+        th.Property("urn", th.StringType),
+        th.Property("time_period", th.StringType),
+        th.Property("pupil_group", th.StringType),
+        th.Property("destination_measure", th.StringType),
+        th.Property("cohort_pupils", th.StringType),
+        th.Property("pupils_raw", th.StringType),
+        th.Property("percentage_raw", th.StringType),
+    ).to_dict()
+
+    primary_keys = ["urn", "time_period", "pupil_group", "destination_measure"]
+    replication_key = None
+
+    def _query(self, period: str, pinned: list[str], keep_level: str,
+               urn_by_location: dict[str, str]):
+        """Page one period of one geographic level, yielding Singer records."""
+        criteria = [
+            {"filters": {"in": list(self._destination_slugs)}},
+            {"filters": {"in": list(self._pupil_group_slugs)}},
+            *[{"filters": {"in": [p]}} for p in pinned],
+            {"timePeriods": {"in": [{"period": period, "code": "AY"}]}},
+        ]
+        page = 1
+        while True:
+            resp = requests.post(
+                f"{API_BASE}/data-sets/{self._dataset_id}/query",
+                json={
+                    "criteria": {"and": criteria},
+                    "indicators": list(self._indicators.values()),
+                    "page": page,
+                    "pageSize": PAGE_SIZE,
+                },
+                timeout=TIMEOUT,
+            )
+            resp.raise_for_status()
+            payload = resp.json()
+
+            for row in payload.get("results", []):
+                if row.get("geographicLevel") != keep_level:
+                    continue
+                record = row_to_record(
+                    row, urn_by_location,
+                    self._destination_slugs, self._pupil_group_slugs,
+                    self._indicators,
+                )
+                if record is not None:
+                    yield record
+
+            if page >= payload.get("paging", {}).get("totalPages", 1):
+                return
+            page += 1
+
+    def get_records(self, context):
+        meta = _fetch_meta(self._dataset_id)
+        urn_by_location = urn_by_location_from_meta(meta)
+        periods = time_periods_from_meta(meta)
+        self.logger.info(
+            "%s: %d school locations, %d time periods",
+            self.name, len(urn_by_location), len(periods),
+        )
+
+        # Two queries per period, because school rows and the England reference
+        # need different establishment pins — see KS4_NATIONAL_PINNED. The API
+        # cannot filter by geographic level, so each pass keeps its own and
+        # discards the local-authority, district, regional and constituency
+        # rows that come with them.
+        for period in periods:
+            yield from self._query(period, self._pinned, "SCH", urn_by_location)
+            yield from self._query(period, self._national_pinned, "NAT", urn_by_location)
+
+
+class KS4DestinationsStream(DestinationsStream):
+    name = "ees_ks4_destinations"
+    _dataset_id = KS4_DATASET
+    _destination_slugs = KS4_DESTINATION_SLUGS
+    _pupil_group_slugs = KS4_PUPIL_GROUP_SLUGS
+    _pinned = KS4_PINNED
+    _national_pinned = KS4_NATIONAL_PINNED
+    _indicators = KS4_INDICATORS
+
+
+class KS5DestinationsStream(DestinationsStream):
+    name = "ees_ks5_destinations"
+    _dataset_id = KS5_DATASET
+    _destination_slugs = KS5_DESTINATION_SLUGS
+    _pupil_group_slugs = KS5_PUPIL_GROUP_SLUGS
+    _pinned = KS5_PINNED
+    _national_pinned = KS5_NATIONAL_PINNED
+    _indicators = KS5_INDICATORS
+
+
+class TapUKEESDestinations(Tap):
+    name = "tap-uk-ees-destinations"
+    config_jsonschema = th.PropertiesList().to_dict()
+
+    def discover_streams(self):
+        return [KS4DestinationsStream(self), KS5DestinationsStream(self)]
+
+
+if __name__ == "__main__":
+    TapUKEESDestinations.cli()

pipeline/plugins/extractors/tap-uk-ees-destinations/tests/test_tap.py

@@ -0,0 +1,134 @@
+"""The tap's one testable job without a network: mapping an API row to a Singer
+record without destroying the suppression sentinel."""
+from tap_uk_ees_destinations.tap import (
+    row_to_record,
+    KS4_DESTINATION_SLUGS,
+    KS4_PUPIL_GROUP_SLUGS,
+)
+
+
+def test_published_row_keeps_its_numbers_as_text():
+    row = {
+        "timePeriod": {"period": "2022/2023"},
+        "geographicLevel": "SCH",
+        "locations": {"LA": "u9Oo4", "NAT": "dP0Zw", "SCH": "IXn5B"},
+        "filters": {"wYXbx": "DCz1Q", "9ss4v": "p9WRS"},
+        "values": {"Poghe": "264", "1roqi": "182", "dPjk0": "68.9"},
+    }
+    rec = row_to_record(row, urn_by_location={"IXn5B": "137083"})
+    assert rec["urn"] == "137083"
+    assert rec["time_period"] == "202223"
+    assert rec["destination_measure"] == "school_sixth_form"
+    assert rec["pupil_group"] == "all"
+    assert rec["cohort_pupils"] == "264"
+    assert rec["pupils_raw"] == "182"
+    assert rec["percentage_raw"] == "68.9"
+
+
+def test_suppressed_row_preserves_the_c_sentinel():
+    row = {
+        "timePeriod": {"period": "2022/2023"},
+        "geographicLevel": "SCH",
+        "locations": {"SCH": "IXn5B"},
+        "filters": {"wYXbx": "eLsdu", "9ss4v": "OvPnC"},
+        "values": {"Poghe": "41", "1roqi": "c", "dPjk0": "c"},
+    }
+    rec = row_to_record(row, urn_by_location={"IXn5B": "137083"})
+    assert rec["pupils_raw"] == "c", "the sentinel must survive extraction"
+    assert rec["percentage_raw"] == "c"
+    assert rec["pupil_group"] == "disadvantaged"
+
+
+def test_national_rows_are_kept_with_a_null_urn():
+    """The England reference travels in the same response. It is kept, with a
+    null urn, so fact_destination_national has something to read."""
+    row = {
+        "timePeriod": {"period": "2022/2023"},
+        "geographicLevel": "NAT",
+        "locations": {"NAT": "dP0Zw"},
+        "filters": {"wYXbx": "DCz1Q", "9ss4v": "p9WRS"},
+        "values": {"Poghe": "500000", "1roqi": "190000", "dPjk0": "38.0"},
+    }
+    rec = row_to_record(row, urn_by_location={})
+    assert rec is not None
+    assert rec["urn"] is None
+    assert rec["percentage_raw"] == "38.0"
+
+
+def test_other_geographic_levels_are_dropped():
+    """A school row also carries NAT, LA and REG entries for its parents, so
+    the level has to be read from geographicLevel rather than inferred from
+    which location keys are present."""
+    row = {
+        "timePeriod": {"period": "2022/2023"},
+        "geographicLevel": "LA",
+        "locations": {"LA": "u9Oo4", "NAT": "dP0Zw"},
+        "filters": {"wYXbx": "DCz1Q", "9ss4v": "p9WRS"},
+        "values": {"Poghe": "1", "1roqi": "1", "dPjk0": "1"},
+    }
+    assert row_to_record(row, urn_by_location={}) is None
+
+
+def test_school_row_with_an_unknown_location_is_dropped():
+    row = {
+        "timePeriod": {"period": "2022/2023"},
+        "geographicLevel": "SCH",
+        "locations": {"SCH": "unknown"},
+        "filters": {"wYXbx": "DCz1Q", "9ss4v": "p9WRS"},
+        "values": {"Poghe": "1", "1roqi": "1", "dPjk0": "1"},
+    }
+    assert row_to_record(row, urn_by_location={"IXn5B": "137083"}) is None
+
+
+def test_rows_without_a_recognised_destination_are_dropped():
+    row = {
+        "timePeriod": {"period": "2022/2023"},
+        "geographicLevel": "SCH",
+        "locations": {"SCH": "IXn5B"},
+        "filters": {"wYXbx": "notaslug", "9ss4v": "p9WRS"},
+        "values": {"Poghe": "1", "1roqi": "1", "dPjk0": "1"},
+    }
+    assert row_to_record(row, urn_by_location={"IXn5B": "137083"}) is None
+
+
+def test_every_slug_maps_to_one_measure():
+    assert len(set(KS4_DESTINATION_SLUGS.values())) == len(KS4_DESTINATION_SLUGS)
+    assert set(KS4_PUPIL_GROUP_SLUGS.values()) == {"all", "disadvantaged", "other"}
+
+
+def test_indicator_ids_are_per_dataset_not_shared():
+    """The 16-18 dataset uses different indicator ids for the same concepts.
+    Reusing the KS4 ids there returns IndicatorsNotFound from the API."""
+    from tap_uk_ees_destinations.tap import KS4_INDICATORS, KS5_INDICATORS
+    assert set(KS4_INDICATORS) == set(KS5_INDICATORS) == {"cohort", "pupils", "percentage"}
+    assert not set(KS4_INDICATORS.values()) & set(KS5_INDICATORS.values())
+
+
+def test_ks5_rows_are_read_with_the_ks5_indicators():
+    from tap_uk_ees_destinations.tap import (
+        KS5_DESTINATION_SLUGS, KS5_PUPIL_GROUP_SLUGS, KS5_INDICATORS,
+    )
+    row = {
+        "timePeriod": {"period": "2022/2023"},
+        "geographicLevel": "SCH",
+        "locations": {"SCH": "IXn5B"},
+        "filters": {"dest": "dkyu0", "dis": "Y0PuH"},
+        "values": {"5TESd": "176", "tjybE": "98", "fzKfY": "55.7"},
+    }
+    rec = row_to_record(
+        row, {"IXn5B": "137083"},
+        KS5_DESTINATION_SLUGS, KS5_PUPIL_GROUP_SLUGS, KS5_INDICATORS,
+    )
+    assert rec["destination_measure"] == "higher_education"
+    assert rec["cohort_pupils"] == "176"
+    assert rec["pupils_raw"] == "98"
+    assert rec["percentage_raw"] == "55.7"
+
+
+def test_establishment_dimensions_are_not_pinned():
+    """A school row carries its own establishment type, never Total — pinning
+    Total there returns zero rows for every school."""
+    from tap_uk_ees_destinations.tap import KS4_PINNED, KS5_PINNED
+    establishment_totals = {"4369U", "rgHcN", "EfHQq", "S4ROV"}
+    assert not set(KS4_PINNED) & establishment_totals
+    assert not set(KS5_PINNED) & establishment_totals

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pipeline/transform/models/marts/_marts_schema.yml

@@ -180,6 +180,74 @@ models:
       - name: year
         tests: [not_null]
 
+  - name: fact_ks4_destinations
+    description: >
+      KS4 leavers destinations — one row per URN, year, pupil group and
+      destination measure. status distinguishes a figure DfE withheld
+      ('suppressed') from one that does not apply ('not_applicable'); pupils is
+      null for both, so status is the only thing that tells them apart. R3
+      masking is applied here: a category withheld for disadvantaged pupils is
+      withheld for the other-pupils group too.
+    columns:
+      - name: urn
+        tests: [not_null]
+      - name: year
+        tests: [not_null]
+      - name: pupil_group
+        tests:
+          - not_null
+          - accepted_values:
+              values: ['all', 'disadvantaged', 'other']
+      - name: destination_measure
+        tests: [not_null]
+      - name: status
+        tests:
+          - not_null
+          - accepted_values:
+              values: ['published', 'suppressed', 'not_applicable']
+
+  - name: fact_ks5_destinations
+    description: >
+      16-18 study leavers destinations — same grain and same suppression
+      semantics as fact_ks4_destinations. Only institutions with post-16
+      provision appear.
+    columns:
+      - name: urn
+        tests: [not_null]
+      - name: year
+        tests: [not_null]
+      - name: pupil_group
+        tests:
+          - not_null
+          - accepted_values:
+              values: ['all', 'disadvantaged', 'other']
+      - name: destination_measure
+        tests: [not_null]
+      - name: status
+        tests:
+          - not_null
+          - accepted_values:
+              values: ['published', 'suppressed', 'not_applicable']
+
+  - name: fact_destination_national
+    description: >
+      England destination measures by phase and pupil group — the national
+      reference the school sections compare against. Repointed with the cohort
+      switch so a school's disadvantaged pupils are measured against national
+      disadvantaged pupils, not against the national average.
+    columns:
+      - name: phase
+        tests:
+          - not_null
+          - accepted_values:
+              values: ['ks4', 'ks5']
+      - name: year
+        tests: [not_null]
+      - name: pupil_group
+        tests: [not_null]
+      - name: destination_measure
+        tests: [not_null]
+
   - name: fact_ks2_national_averages
     description: Official DfE KS2 national headline averages — one row per academic year
     columns:

pipeline/transform/models/marts/fact_destination_national.sql

@@ -0,0 +1,40 @@
+{{ config(materialized='table') }}
+
+-- Mart: England destination measures by pupil group — the page's national
+-- reference.
+--
+-- Kept separate from the school facts so the section's England bar can repoint
+-- with the cohort switch. Comparing a school's disadvantaged pupils against
+-- the national all-pupils figure would flatter or damn the school for its
+-- intake rather than its work, which is the failure this whole feature is
+-- meant to avoid.
+--
+-- The tap pins establishment type to Total within the state-funded mainstream
+-- group for these rows, so the parts reconcile: for 2022/23 KS4, 151,912
+-- disadvantaged + 441,823 other = 593,735 total.
+
+select
+    'ks4' as phase,
+    year,
+    pupil_group,
+    destination_measure,
+    cohort_pupils,
+    pupils,
+    percentage,
+    status
+from {{ ref('stg_ees_ks4_destinations') }}
+where urn is null
+
+union all
+
+select
+    'ks5' as phase,
+    year,
+    pupil_group,
+    destination_measure,
+    cohort_pupils,
+    pupils,
+    percentage,
+    status
+from {{ ref('stg_ees_ks5_destinations') }}
+where urn is null

pipeline/transform/models/marts/fact_ks4_destinations.sql

@@ -0,0 +1,50 @@
+{{ config(materialized='table') }}
+
+-- Mart: KS4 leavers destinations — one row per URN x year x pupil group x
+-- destination measure.
+--
+-- Long format, unlike the wide fact_ks4_performance next door. pupil_group is
+-- a real third dimension, so going wide would need three sets of every column,
+-- and the disclosure tests are far easier to write over rows than columns.
+--
+-- R3 IS APPLIED HERE rather than in the API. Disadvantaged and other-pupils
+-- partition the whole, and the all-pupils figure is published — so publishing
+-- both halves recovers the suppressed one by subtraction. Where a category is
+-- withheld for disadvantaged pupils it is therefore withheld for the other
+-- group too, and the all-pupils view keeps it. DfE already does this in 493 of
+-- 498 cases; this closes the remaining 5 so that no consumer, now or later,
+-- can reach an unmasked combination.
+--
+-- See docs/superpowers/specs/2026-08-28-destination-measures-design.md.
+
+with staged as (
+    select s.*
+    from {{ ref('stg_ees_ks4_destinations') }} s
+    inner join {{ ref('dim_school') }} d on d.urn = s.urn
+),
+
+-- Categories withheld for disadvantaged pupils at this school and year.
+masked as (
+    select distinct urn, year, destination_measure
+    from staged
+    where pupil_group = 'disadvantaged'
+      and status = 'suppressed'
+)
+
+select
+    s.urn,
+    s.year,
+    s.pupil_group,
+    s.destination_measure,
+    s.cohort_pupils,
+    case when m.urn is not null and s.pupil_group = 'other'
+         then null else s.pupils end as pupils,
+    case when m.urn is not null and s.pupil_group = 'other'
+         then null else s.percentage end as percentage,
+    case when m.urn is not null and s.pupil_group = 'other'
+         then 'suppressed' else s.status end as status
+from staged s
+left join masked m
+    on m.urn = s.urn
+   and m.year = s.year
+   and m.destination_measure = s.destination_measure

pipeline/transform/models/marts/fact_ks5_destinations.sql

@@ -0,0 +1,50 @@
+{{ config(materialized='table') }}
+
+-- Mart: 16-18 study leavers destinations — one row per URN x year x pupil group x
+-- destination measure.
+--
+-- Long format, unlike the wide fact_ks4_performance next door. pupil_group is
+-- a real third dimension, so going wide would need three sets of every column,
+-- and the disclosure tests are far easier to write over rows than columns.
+--
+-- R3 IS APPLIED HERE rather than in the API. Disadvantaged and other-pupils
+-- partition the whole, and the all-pupils figure is published — so publishing
+-- both halves recovers the suppressed one by subtraction. Where a category is
+-- withheld for disadvantaged pupils it is therefore withheld for the other
+-- group too, and the all-pupils view keeps it. DfE already does this in 493 of
+-- 498 cases; this closes the remaining 5 so that no consumer, now or later,
+-- can reach an unmasked combination.
+--
+-- See docs/superpowers/specs/2026-08-28-destination-measures-design.md.
+
+with staged as (
+    select s.*
+    from {{ ref('stg_ees_ks5_destinations') }} s
+    inner join {{ ref('dim_school') }} d on d.urn = s.urn
+),
+
+-- Categories withheld for disadvantaged pupils at this school and year.
+masked as (
+    select distinct urn, year, destination_measure
+    from staged
+    where pupil_group = 'disadvantaged'
+      and status = 'suppressed'
+)
+
+select
+    s.urn,
+    s.year,
+    s.pupil_group,
+    s.destination_measure,
+    s.cohort_pupils,
+    case when m.urn is not null and s.pupil_group = 'other'
+         then null else s.pupils end as pupils,
+    case when m.urn is not null and s.pupil_group = 'other'
+         then null else s.percentage end as percentage,
+    case when m.urn is not null and s.pupil_group = 'other'
+         then 'suppressed' else s.status end as status
+from staged s
+left join masked m
+    on m.urn = s.urn
+   and m.year = s.year
+   and m.destination_measure = s.destination_measure

pipeline/transform/models/staging/_stg_sources.yml

@@ -33,6 +33,20 @@ sources:
       - name: legacy_ks2
         description: Pre-COVID KS2 school-level data (2015-16 to 2018-19) from DfE performance tables
 
+      - name: ees_ks4_destinations
+        description: >
+          KS4 leavers destinations, long format — one row per URN x year x
+          pupil group x destination measure, plus England rows with a null urn.
+          pupils_raw and percentage_raw are TEXT and may carry the 'c'
+          suppression sentinel; they must never be passed through safe_numeric,
+          because the categories sum to the cohort and collapsing 'c' to null
+          lets a downstream sum recover a withheld figure.
+
+      - name: ees_ks5_destinations
+        description: >
+          16-18 study leavers destinations. Same grain, same suppression
+          caveat, and only institutions with post-16 provision appear.
+
       - name: ees_ks4_performance
         description: KS4 performance tables (long format — one row per school × breakdown × sex)
 

pipeline/transform/models/staging/stg_ees_ks4_destinations.sql

@@ -0,0 +1,46 @@
+{{ config(materialized='table') }}
+
+-- Staging model: KS4 leavers destinations, school level plus the England
+-- reference (which carries a null urn).
+--
+-- DELIBERATELY DOES NOT USE safe_numeric. That macro maps every EES sentinel
+-- (z, c, x, q, u) to NULL, which is right for attainment — there, "suppressed"
+-- and "not applicable" are equally unrenderable. Here they are different
+-- claims: one has to print "withheld", the other has to print nothing, and
+-- collapsing them would also let a downstream sum reconstruct a withheld
+-- figure, because the destination categories add up to the cohort.
+--
+-- See docs/superpowers/specs/2026-08-28-destination-measures-design.md.
+
+with source as (
+    select * from {{ source('raw', 'ees_ks4_destinations') }}
+    -- National rows carry a null urn and feed fact_destination_national.
+    where (urn is null or urn = '' or urn ~ '^[0-9]+$')
+      and time_period ~ '^[0-9]+$'
+)
+
+select
+    case when urn ~ '^[0-9]+$' then cast(trim(urn) as integer) end as urn,
+    cast(trim(time_period) as integer)                            as year,
+    trim(pupil_group)                                             as pupil_group,
+    trim(destination_measure)                                     as destination_measure,
+
+    case when cohort_pupils ~ '^[0-9]+$'
+         then cast(cohort_pupils as integer) end as cohort_pupils,
+
+    case when pupils_raw ~ '^[0-9]+$'
+         then cast(pupils_raw as integer) end as pupils,
+
+    case when percentage_raw ~ '^-?[0-9]+(\.[0-9]+)?$'
+         then cast(percentage_raw as numeric) end as percentage,
+
+    -- The whole point of this model. 'suppressed' is DfE withholding a figure
+    -- it considers disclosive; 'not_applicable' is the measure not applying to
+    -- this row at all. The API and the frontend treat them differently.
+    case
+        when pupils_raw ~ '^[0-9]+$'        then 'published'
+        when lower(trim(pupils_raw)) = 'c'  then 'suppressed'
+        else 'not_applicable'
+    end as status
+
+from source

pipeline/transform/models/staging/stg_ees_ks5_destinations.sql

@@ -0,0 +1,47 @@
+{{ config(materialized='table') }}
+
+-- Staging model: 16-18 study leavers destinations, institution level plus the
+-- England reference (which carries a null urn). Only sixth forms and colleges
+-- appear here, so a secondary with no post-16 provision has no rows at all.
+--
+-- DELIBERATELY DOES NOT USE safe_numeric. That macro maps every EES sentinel
+-- (z, c, x, q, u) to NULL, which is right for attainment — there, "suppressed"
+-- and "not applicable" are equally unrenderable. Here they are different
+-- claims: one has to print "withheld", the other has to print nothing, and
+-- collapsing them would also let a downstream sum reconstruct a withheld
+-- figure, because the destination categories add up to the cohort.
+--
+-- See docs/superpowers/specs/2026-08-28-destination-measures-design.md.
+
+with source as (
+    select * from {{ source('raw', 'ees_ks5_destinations') }}
+    -- National rows carry a null urn and feed fact_destination_national.
+    where (urn is null or urn = '' or urn ~ '^[0-9]+$')
+      and time_period ~ '^[0-9]+$'
+)
+
+select
+    case when urn ~ '^[0-9]+$' then cast(trim(urn) as integer) end as urn,
+    cast(trim(time_period) as integer)                            as year,
+    trim(pupil_group)                                             as pupil_group,
+    trim(destination_measure)                                     as destination_measure,
+
+    case when cohort_pupils ~ '^[0-9]+$'
+         then cast(cohort_pupils as integer) end as cohort_pupils,
+
+    case when pupils_raw ~ '^[0-9]+$'
+         then cast(pupils_raw as integer) end as pupils,
+
+    case when percentage_raw ~ '^-?[0-9]+(\.[0-9]+)?$'
+         then cast(percentage_raw as numeric) end as percentage,
+
+    -- The whole point of this model. 'suppressed' is DfE withholding a figure
+    -- it considers disclosive; 'not_applicable' is the measure not applying to
+    -- this row at all. The API and the frontend treat them differently.
+    case
+        when pupils_raw ~ '^[0-9]+$'        then 'published'
+        when lower(trim(pupils_raw)) = 'c'  then 'suppressed'
+        else 'not_applicable'
+    end as status
+
+from source

pipeline/transform/tests/assert_destination_status_null_agreement.sql

@@ -0,0 +1,15 @@
+-- pupils must be null wherever status is not 'published', and never null where
+-- it is. This is what stops a later coalesce, or a wide-format refactor,
+-- turning a withheld figure into a zero — which would read on the page as
+-- "no pupils went here" rather than "we are not told".
+
+select
+    urn,
+    year,
+    pupil_group,
+    destination_measure,
+    status,
+    pupils
+from {{ ref('fact_ks4_destinations') }}
+where (status <> 'published' and pupils is not null)
+   or (status = 'published' and pupils is null)

pipeline/transform/tests/assert_destinations_group_masking.sql

@@ -0,0 +1,20 @@
+-- R3 GUARD. Fails if a category is suppressed for disadvantaged pupils but
+-- still published for the other-pupils group.
+--
+-- The two groups partition the cohort and the all-pupils figure is published,
+-- so publishing both halves recovers the withheld one. fact_ks4_destinations
+-- masks the other group to prevent it; this asserts the masking actually held.
+
+select
+    d.urn,
+    d.year,
+    d.destination_measure
+from {{ ref('fact_ks4_destinations') }} d
+inner join {{ ref('fact_ks4_destinations') }} o
+    on o.urn = d.urn
+   and o.year = d.year
+   and o.destination_measure = d.destination_measure
+   and o.pupil_group = 'other'
+where d.pupil_group = 'disadvantaged'
+  and d.status = 'suppressed'
+  and o.status = 'published'

pipeline/transform/tests/assert_destinations_no_derived_remainder.sql

@@ -0,0 +1,24 @@
+{{ config(severity='warn') }}
+
+-- R1 TRIPWIRE. Flags a school/year/pupil group that has exactly one suppressed
+-- category while its cohort total is published — the combination that lets the
+-- withheld figure be recovered by subtracting the published categories.
+--
+-- This is a WARN, not an error, and the distinction matters. The mart is not
+-- wrong: DfE publishes exactly this, and the mart's job is to carry the source
+-- faithfully. What must refuse to close the gap is everything downstream — the
+-- API serialiser and lib/destinations.ts, which have their own tests. This
+-- query exists so the condition stays visible and counted, and so anyone
+-- adding a consumer later has to look at it rather than discover it.
+--
+-- Expect a non-trivial count: measured at 22% of mainstream secondaries.
+
+select
+    urn,
+    year,
+    pupil_group,
+    count(*) filter (where status = 'suppressed') as suppressed_categories
+from {{ ref('fact_ks4_destinations') }}
+where destination_measure not like 'agg\_%' escape '\'
+group by urn, year, pupil_group
+having count(*) filter (where status = 'suppressed') = 1