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docs/qa_reports/miami/__enrollment_full_qa.json

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{
  "generated_at": "2026-09-16T22:52:05.856338+00:00",
  "verdict": {
    "overall": "PASS",
    "A_base_case": true,
    "B_completeness": true,
    "C_cross_publisher": true,
    "D_computed": true,
    "E_invariants": true
  },
  "sections": {
    "A_base_case": {
      "enrollment_oct": {
        "status": "PASS",
        "years": [
          "2016-17",
          "2017-18",
          "2018-19",
          "2019-20",
          "2020-21",
          "2021-22",
          "2022-23",
          "2023-24",
          "2024-25",
          "2025-26"
        ],
        "n_common": 5099,
        "matches": 5048,
        "n_mismatches": 0,
        "suppressed": 51,
        "served_only": 0,
        "source_only": 0
      },
      "enrollment_oct_gKG": {
        "status": "PASS",
        "years": [
          "2018-19",
          "2022-23",
          "2023-24",
          "2025-26"
        ],
        "n_common": 2065,
        "matches": 2012,
        "n_mismatches": 0,
        "suppressed": 53,
        "served_only": 0,
        "source_only": 0
      },
      "enrollment_oct_g5": {
        "status": "PASS",
        "years": [
          "2018-19",
          "2022-23",
          "2023-24",
          "2025-26"
        ],
        "n_common": 2065,
        "matches": 2011,
        "n_mismatches": 0,
        "suppressed": 54,
        "served_only": 0,
        "source_only": 0
      },
      "enrollment_oct_g3": {
        "status": "PASS",
        "years": [
          "2016-17",
          "2017-18",
          "2022-23"
        ],
        "n_common": 1508,
        "matches": 1464,
        "n_mismatches": 0,
        "suppressed": 44,
        "served_only": 0,
        "source_only": 0
      },
      "fish_capacity_school": {
        "status": "PASS",
        "years": [
          "2022-23",
          "2023-24",
          "2024-25"
        ],
        "n_common": 1005,
        "matches": 1005,
        "n_mismatches": 0,
        "suppressed": 0,
        "served_only": 3,
        "source_only": 0
      },
      "fish_capacity_permanent": {
        "status": "PASS",
        "years": [
          "2022-23",
          "2023-24",
          "2024-25"
        ],
        "n_common": 1005,
        "matches": 1005,
        "n_mismatches": 0,
        "suppressed": 0,
        "served_only": 3,
        "source_only": 0
      },
      "cofte": {
        "status": "PASS",
        "years": [
          "2022-23",
          "2023-24",
          "2024-25"
        ],
        "n_common": 1005,
        "matches": 1005,
        "n_mismatches": 0,
        "suppressed": 0,
        "served_only": 3,
        "source_only": 0
      },
      "utilization_school_capacity_pct": {
        "status": "PASS",
        "years": [
          "2022-23",
          "2023-24",
          "2024-25"
        ],
        "n_common": 1005,
        "matches": 1005,
        "n_mismatches": 0,
        "suppressed": 0,
        "served_only": 3,
        "source_only": 0
      },
      "per_pupil_expenditure_school": {
        "status": "PASS",
        "years": [
          "2021-22",
          "2022-23",
          "2023-24",
          "2024-25"
        ],
        "n_common": 1969,
        "matches": 1969,
        "n_mismatches": 0,
        "suppressed": 0,
        "served_only": 0,
        "source_only": 0
      },
      "per_pupil_expenditure_total": {
        "status": "PASS",
        "years": [
          "2021-22",
          "2022-23",
          "2023-24",
          "2024-25"
        ],
        "n_common": 1969,
        "matches": 1969,
        "n_mismatches": 0,
        "suppressed": 0,
        "served_only": 0,
        "source_only": 0
      },
      "enrollment_abc": {
        "status": "PASS",
        "years": [
          "2025-26"
        ],
        "n_common": 29,
        "matches": 29,
        "n_mismatches": 0,
        "suppressed": 0,
        "served_only": 0,
        "source_only": 0
      },
      "fish_capacity_permanent_abc": {
        "status": "PASS",
        "years": [
          "2025-26"
        ],
        "n_common": 29,
        "matches": 29,
        "n_mismatches": 0,
        "suppressed": 0,
        "served_only": 0,
        "source_only": 0
      },
      "enrollment_oct_ccd": {
        "status": "PASS",
        "years": [
          "2018-19",
          "2023-24"
        ],
        "n_common": 1045,
        "matches": 1045,
        "n_mismatches": 0,
        "suppressed": 0,
        "served_only": 0,
        "source_only": 1
      }
    },
    "B_completeness": {
      "rows": [
        {
          "metric": "enrollment_oct",
          "year": "2016-17",
          "served_cells": 491,
          "source_cells": 491,
          "common_cells": 491,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        },
        {
          "metric": "enrollment_oct",
          "year": "2017-18",
          "served_cells": 497,
          "source_cells": 497,
          "common_cells": 497,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        },
        {
          "metric": "enrollment_oct",
          "year": "2018-19",
          "served_cells": 502,
          "source_cells": 502,
          "common_cells": 502,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        },
        {
          "metric": "enrollment_oct",
          "year": "2019-20",
          "served_cells": 507,
          "source_cells": 507,
          "common_cells": 507,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        },
        {
          "metric": "enrollment_oct",
          "year": "2020-21",
          "served_cells": 506,
          "source_cells": 506,
          "common_cells": 506,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        },
        {
          "metric": "enrollment_oct",
          "year": "2021-22",
          "served_cells": 511,
          "source_cells": 511,
          "common_cells": 511,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        },
        {
          "metric": "enrollment_oct",
          "year": "2022-23",
          "served_cells": 520,
          "source_cells": 520,
          "common_cells": 520,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        },
        {
          "metric": "enrollment_oct",
          "year": "2023-24",
          "served_cells": 522,
          "source_cells": 522,
          "common_cells": 522,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        },
        {
          "metric": "enrollment_oct",
          "year": "2024-25",
          "served_cells": 522,
          "source_cells": 522,
          "common_cells": 522,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        },
        {
          "metric": "enrollment_oct",
          "year": "2025-26",
          "served_cells": 521,
          "source_cells": 521,
          "common_cells": 521,
          "served_only_cells": 0,
          "source_only_cells": 0,
          "source_only_in_directory": 0,
          "source_only_examples": []
        }
      ],
      "latest_year": "2025-26",
      "active_regular_without_enrollment": [
        "0405",
        "9733"
      ]
    },
    "C_cross_publisher": {
      "n_pairs": 1533,
      "exact_share": 0.9889106327462491,
      "verdict": "PASS",
      "verdict_note": "FLDOE and CCD both publish the Survey 2 October count; exact agreement expected for \u226595% of schools. Remaining differences are late corrections to the state file or CCD's adult-education exclusion."
    },
    "D_computed": [
      {
        "name": "utilization_permanent_pct",
        "expected_total": 1311,
        "served_total": 1311,
        "common_keys": 1311,
        "matches": 1311,
        "mismatches": 0,
        "agreement_rate": 1.0
      },
      {
        "name": "enrollment_change_5yr_pct",
        "expected_total": 2357,
        "served_total": 2357,
        "common_keys": 2357,
        "matches": 2357,
        "mismatches": 0,
        "agreement_rate": 1.0
      },
      {
        "name": "k_to_g5_ratio",
        "expected_total": 2795,
        "served_total": 2795,
        "common_keys": 2795,
        "matches": 2795,
        "mismatches": 0,
        "agreement_rate": 1.0
      },
      {
        "name": "students_per_teacher",
        "expected_total": 474,
        "served_total": 474,
        "common_keys": 474,
        "matches": 474,
        "mismatches": 0,
        "agreement_rate": 1.0
      }
    ],
    "E_invariants": {
      "verdict": "REVIEW",
      "hard": {
        "I1_range_violations": 0,
        "I2_identity_violations": 0,
        "I3_stale_rows": []
      },
      "shift_alarms": {
        "n": 146,
        "unexplained": 16
      }
    }
  }
}