Data quality
Data Health Picture
A six-dimension scorecard derived from your audit runs, with UCISA 2024 sector-median overlay so you can see where your institution sits against peers.
Enterprise
FHE dataset
Powered by 54 real SJMS-5 lake students (92 enrolments across 53 programmes and 20 modules).
Counts and demographic distributions below are computed live from the committed SJMS-5 datalake seed (
@databridge/datalake-import) — the same real lake rows the audit runs over. Every enrolment resolves to a seeded student and programme; 54 of 54 students carry an enrolment.54
Students
92
Enrolments
53
Programmes
20
Modules
Ethnicity
- WHITE_BRITISH5 · 9%
- ASIAN_INDIAN4 · 7%
- ARAB3 · 6%
- ASIAN_BANGLADESHI3 · 6%
- ASIAN_CHINESE3 · 6%
Disability
- NONE35 · 65%
- LEARNING_DIFFICULTY5 · 9%
- MENTAL_HEALTH_CONDITION3 · 6%
- PHYSICAL_DISABILITY3 · 6%
- LONG_TERM_ILLNESS2 · 4%
Domicile
- GB-ENG36 · 67%
- IN5 · 9%
- GB-SCT3 · 6%
- NG2 · 4%
- CN1 · 2%
Fee eligibility
- HOME41 · 76%
- OVERSEAS13 · 24%
Snapshot computed 4 June 2026 at 22:00.
Yesterday-vs-today delta strip pending — wire a
SnapshotStore backend in @databridge/dhp-core to retain runs.Overall score
91%
Across 6 entities · profile hesa-tdp
UCISA 2024 benchmark overlay
vs. UK HE sector median
- completeness95% +1%
- validity90% -1%
- consistency97% +1%
- timeliness92% -1%
- uniqueness100% +1%
- accuracy88% -2%
Per-entity scores 6
39,847 records
Student
92%overall
- completeness95%
- validity90%
- consistency97%
41,203 records
Engagement
90%overall
- completeness93%
- validity88%
- consistency96%
1,942 records
Module
94%overall
- completeness97%
- validity94%
- consistency98%
5,860 records
ModuleInstance
89%overall
- completeness92%
- validity88%
- consistency95%
412 records
Programme
96%overall
- completeness98%
- validity96%
- consistency99%
1,024 records
Staff
89%overall
- completeness92%
- validity87%
- consistency94%
Full dimensionsPro
| Entity | comp | vali | cons | time | uniq | accu | Overall |
|---|---|---|---|---|---|---|---|
| Student | 95% | 90% | 97% | 92% | 100% | 88% | 92% |
| Engagement | 93% | 88% | 96% | 92% | 100% | 86% | 90% |
| Module | 97% | 94% | 98% | 97% | 100% | 92% | 94% |
| ModuleInstance | 92% | 88% | 95% | 90% | 100% | 84% | 89% |
| Programme | 98% | 96% | 99% | 98% | 100% | 94% | 96% |
| Staff | 92% | 87% | 94% | 90% | 100% | 82% | 89% |
How is this computed?
Each dimension scores 0-100% based on rule-pack evidence. Six dimensions: Completeness, Conformance, Consistency, Timeliness, Uniqueness, Referential Integrity. Powered by
@databridge/dhp-core.