# QA — Miami-Dade enrollment and capacity: served cells vs sources

Generated: 2026-09-16T22:52:05.856338+00:00

## Verdict: **PASS**

| Section | Result |
|---|---|
| A. Base case (served DB vs re-read of each ingested file, 13 components) | PASS |
| B. Completeness (every source cell served; every served cell in source) | PASS |
| C. Cross-publisher (FLDOE membership vs NCES CCD) | PASS |
| D. Computed values (derived metrics recomputed) | PASS |
| E. Served-value invariants (ranges, identities, ownership gate; shift alarms reported) | REVIEW (16 unexplained shift alarms) |

## A. Base case

| metric | years | common | matches | mismatches | suppressed |
|---|---|---:|---:|---:|---:|
| `enrollment_oct` | 2016-17, 2017-18, 2018-19, 2019-20, 2020-21, 2021-22, 2022-23, 2023-24, 2024-25, 2025-26 | 5099 | 5048 | 0 | 51 |
| `enrollment_oct_gKG` | 2018-19, 2022-23, 2023-24, 2025-26 | 2065 | 2012 | 0 | 53 |
| `enrollment_oct_g5` | 2018-19, 2022-23, 2023-24, 2025-26 | 2065 | 2011 | 0 | 54 |
| `enrollment_oct_g3` | 2016-17, 2017-18, 2022-23 | 1508 | 1464 | 0 | 44 |
| `fish_capacity_school` | 2022-23, 2023-24, 2024-25 | 1005 | 1005 | 0 | 0 |
| `fish_capacity_permanent` | 2022-23, 2023-24, 2024-25 | 1005 | 1005 | 0 | 0 |
| `cofte` | 2022-23, 2023-24, 2024-25 | 1005 | 1005 | 0 | 0 |
| `utilization_school_capacity_pct` | 2022-23, 2023-24, 2024-25 | 1005 | 1005 | 0 | 0 |
| `per_pupil_expenditure_school` | 2021-22, 2022-23, 2023-24, 2024-25 | 1969 | 1969 | 0 | 0 |
| `per_pupil_expenditure_total` | 2021-22, 2022-23, 2023-24, 2024-25 | 1969 | 1969 | 0 | 0 |
| `enrollment_abc` | 2025-26 | 29 | 29 | 0 | 0 |
| `fish_capacity_permanent_abc` | 2025-26 | 29 | 29 | 0 | 0 |
| `enrollment_oct_ccd` | 2018-19, 2023-24 | 1045 | 1045 | 0 | 0 |