Source document

docs/qa_reports/snapshot/census-stats.json

Served verbatim from the project repository. Internal working document conventions apply: documents may reference file paths, branch names, and findings-ledger anchors from the repo.

{
 "meta": {
  "date": "2026-06-10",
  "task": "Exhaustive Snapshot-vs-served census, NYC chronic absenteeism (replaces 300-school sample, ledger A.6)",
  "snapshot_source": "/Users/kxjin/Desktop/Projects/NYC Education Outcomes -- Chalkbeat/nyc-edu-data/data/quality/snapshot-values.json (bulk fetch of tools.nycenet.edu Snapshot API; raw per-DBN cache at data/reference/snapshot/{EMS,HS}/<reportYear>/)",
  "served_source": "edu_data_local school_year_metrics metric_key='chronic_absenteeism_rate' subgroup='ALL' NOT suppressed, joined to schools",
  "varname": "student_chronic_absent (report years 2019-2023 = school years 2018-19..2022-23; whole-percent values)",
  "diff_definition": "served - snapshot (pp)",
  "tolerance_headline": 1.5,
  "bucket_convention": "below_-5pp: d<-5 | -5_to_-2: -5<=d<-2 | -2_to_-1: -2<=d<-1 | within_±1: -1<=d<=1 | +1_to_+2: 1<d<=2 | +2_to_+5: 2<d<=5 | above_+5: d>5; share_within_Xpp = |d|<=X",
  "year_encoding": "snapshot reportYear = school-year END (2023 ↔ 2022-23)",
  "old_sample": {
   "file": "docs/qa_reports/chronic_absenteeism_rate__snapshot.json",
   "n_sampled": 300,
   "external_checked": 212,
   "external_match": 141,
   "external_agreement_rate": 0.6651,
   "tolerance_abs": 1.5
  }
 },
 "district_census": {
  "population": "school_type != 'CHARTER' (DOE_PUBLIC + D75_SPECIAL_ED), school years 2018-19..2022-23",
  "per_year": {
   "2018-19": {
    "n_compared": 1321,
    "share_within_0.5pp": 0.2869,
    "share_within_1.0pp": 0.4913,
    "share_within_1.5pp": 0.6419,
    "n_within_1.5pp": 848,
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 45,
      "-5_to_-2": 28,
      "-2_to_-1": 55,
      "within_±1": 649,
      "+1_to_+2": 272,
      "+2_to_+5": 250,
      "above_+5": 22
     },
     "n": 1321,
     "weighted_diff_pp": 0.48,
     "mean": 0.647,
     "sd": 2.368
    },
    "diff_pp": {
     "mean": 0.647,
     "median": 0.672,
     "sd": 2.368,
     "p10": -0.977,
     "p90": 2.922,
     "min": -21.084,
     "max": 11.904,
     "p1": -8.109,
     "p99": 6.18
    },
    "weighted_aggregate": {
     "n_with_denominator": 1321,
     "sum_denominator": 855093.0,
     "served_rate_pct": 26.12,
     "snapshot_rate_pct": 25.65,
     "diff_pp": 0.48
    },
    "rate_correlation": 0.9873,
    "n_served": 1524,
    "n_snapshot_missing": 203,
    "snapshot_missing_breakdown": {
     "no_year": 203
    }
   },
   "2019-20": {
    "n_compared": 1309,
    "share_within_0.5pp": 0.2949,
    "share_within_1.0pp": 0.4736,
    "share_within_1.5pp": 0.6127,
    "n_within_1.5pp": 802,
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 22,
      "-5_to_-2": 37,
      "-2_to_-1": 21,
      "within_±1": 620,
      "+1_to_+2": 313,
      "+2_to_+5": 283,
      "above_+5": 13
     },
     "n": 1309,
     "weighted_diff_pp": 0.7,
     "mean": 0.906,
     "sd": 2.023
    },
    "diff_pp": {
     "mean": 0.906,
     "median": 0.864,
     "sd": 2.023,
     "p10": -0.454,
     "p90": 2.932,
     "min": -20.937,
     "max": 15.83,
     "p1": -6.411,
     "p99": 4.987
    },
    "weighted_aggregate": {
     "n_with_denominator": 1309,
     "sum_denominator": 816354.0,
     "served_rate_pct": 24.44,
     "snapshot_rate_pct": 23.74,
     "diff_pp": 0.7
    },
    "rate_correlation": 0.9889,
    "n_served": 1525,
    "n_snapshot_missing": 216,
    "snapshot_missing_breakdown": {
     "no_year": 216
    }
   },
   "2020-21": {
    "n_compared": 1305,
    "share_within_0.5pp": 0.4575,
    "share_within_1.0pp": 0.6835,
    "share_within_1.5pp": 0.7824,
    "n_within_1.5pp": 1021,
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 29,
      "-5_to_-2": 54,
      "-2_to_-1": 71,
      "within_±1": 892,
      "+1_to_+2": 147,
      "+2_to_+5": 96,
      "above_+5": 16
     },
     "n": 1305,
     "weighted_diff_pp": 0.05,
     "mean": 0.129,
     "sd": 1.992
    },
    "diff_pp": {
     "mean": 0.129,
     "median": 0.152,
     "sd": 1.992,
     "p10": -1.239,
     "p90": 1.838,
     "min": -17.25,
     "max": 12.848,
     "p1": -7.11,
     "p99": 5.219
    },
    "weighted_aggregate": {
     "n_with_denominator": 1305,
     "sum_denominator": 772960.0,
     "served_rate_pct": 28.58,
     "snapshot_rate_pct": 28.53,
     "diff_pp": 0.05
    },
    "rate_correlation": 0.9934,
    "n_served": 1520,
    "n_snapshot_missing": 215,
    "snapshot_missing_breakdown": {
     "no_year": 215
    }
   },
   "2021-22": {
    "n_compared": 1310,
    "share_within_0.5pp": 0.2954,
    "share_within_1.0pp": 0.4725,
    "share_within_1.5pp": 0.5756,
    "n_within_1.5pp": 754,
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 14,
      "-5_to_-2": 40,
      "-2_to_-1": 17,
      "within_±1": 619,
      "+1_to_+2": 257,
      "+2_to_+5": 337,
      "above_+5": 26
     },
     "n": 1310,
     "weighted_diff_pp": 0.89,
     "mean": 1.026,
     "sd": 2.079
    },
    "diff_pp": {
     "mean": 1.026,
     "median": 0.92,
     "sd": 2.079,
     "p10": -0.45,
     "p90": 3.13,
     "min": -26.845,
     "max": 9.502,
     "p1": -5.154,
     "p99": 5.555
    },
    "weighted_aggregate": {
     "n_with_denominator": 1310,
     "sum_denominator": 753255.0,
     "served_rate_pct": 39.8,
     "snapshot_rate_pct": 38.9,
     "diff_pp": 0.89
    },
    "rate_correlation": 0.992,
    "n_served": 1518,
    "n_snapshot_missing": 208,
    "snapshot_missing_breakdown": {
     "no_year": 208
    }
   },
   "2022-23": {
    "n_compared": 1325,
    "share_within_0.5pp": 0.3766,
    "share_within_1.0pp": 0.5668,
    "share_within_1.5pp": 0.6551,
    "n_within_1.5pp": 868,
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 20,
      "-5_to_-2": 28,
      "-2_to_-1": 21,
      "within_±1": 751,
      "+1_to_+2": 195,
      "+2_to_+5": 263,
      "above_+5": 47
     },
     "n": 1325,
     "weighted_diff_pp": 0.77,
     "mean": 0.958,
     "sd": 2.059
    },
    "diff_pp": {
     "mean": 0.958,
     "median": 0.604,
     "sd": 2.059,
     "p10": -0.421,
     "p90": 3.451,
     "min": -14.138,
     "max": 9.615,
     "p1": -5.941,
     "p99": 6.113
    },
    "weighted_aggregate": {
     "n_with_denominator": 1325,
     "sum_denominator": 756050.0,
     "served_rate_pct": 35.31,
     "snapshot_rate_pct": 34.54,
     "diff_pp": 0.77
    },
    "rate_correlation": 0.9897,
    "n_served": 1521,
    "n_snapshot_missing": 196,
    "snapshot_missing_breakdown": {
     "no_year": 196
    }
   }
  },
  "pooled": {
   "n_compared": 6570,
   "share_within_0.5pp": 0.3422,
   "share_within_1.0pp": 0.5374,
   "share_within_1.5pp": 0.6534,
   "n_within_1.5pp": 4293,
   "distribution": {
    "buckets_pp": {
     "below_-5pp": 130,
     "-5_to_-2": 187,
     "-2_to_-1": 185,
     "within_±1": 3531,
     "+1_to_+2": 1184,
     "+2_to_+5": 1229,
     "above_+5": 124
    },
    "n": 6570,
    "weighted_diff_pp": 0.58,
    "mean": 0.734,
    "sd": 2.134
   },
   "diff_pp": {
    "mean": 0.734,
    "median": 0.601,
    "sd": 2.134,
    "p10": -0.687,
    "p90": 2.968,
    "min": -26.845,
    "max": 15.83,
    "p1": -7.087,
    "p99": 5.717
   },
   "weighted_aggregate": {
    "n_with_denominator": 6570,
    "sum_denominator": 3953712.0,
    "served_rate_pct": 30.62,
    "snapshot_rate_pct": 30.04,
    "diff_pp": 0.58
   },
   "rate_correlation": 0.9916,
   "n_served": 7608,
   "n_snapshot_missing": 1038,
   "snapshot_missing_breakdown": {
    "no_year": 1038
   }
  },
  "worst_15": [
   {
    "dbn": "28Q157",
    "name": "J.H.S. 157 Stephen A. Halsey",
    "year": "2021-22",
    "served": 27.16,
    "snapshot": 54.0,
    "denominator": 1624.0,
    "diff": -26.84
   },
   {
    "dbn": "15K497",
    "name": "The Boerum Hill School for International Studies",
    "year": "2018-19",
    "served": 25.92,
    "snapshot": 47.0,
    "denominator": 737.0,
    "diff": -21.08
   },
   {
    "dbn": "28Q157",
    "name": "J.H.S. 157 Stephen A. Halsey",
    "year": "2019-20",
    "served": 12.06,
    "snapshot": 33.0,
    "denominator": 1716.0,
    "diff": -20.94
   },
   {
    "dbn": "15K464",
    "name": "Park Slope Collegiate",
    "year": "2020-21",
    "served": 47.75,
    "snapshot": 65.0,
    "denominator": 689.0,
    "diff": -17.25
   },
   {
    "dbn": "03M859",
    "name": "Special Music School",
    "year": "2019-20",
    "served": 22.83,
    "snapshot": 7.0,
    "denominator": 311.0,
    "diff": 15.83
   },
   {
    "dbn": "09X260",
    "name": "Bronx Center for Science and Mathematics",
    "year": "2020-21",
    "served": 54.98,
    "snapshot": 70.0,
    "denominator": 442.0,
    "diff": -15.02
   },
   {
    "dbn": "29Q327",
    "name": "Eagle Academy for Young Men III",
    "year": "2018-19",
    "served": 27.49,
    "snapshot": 42.0,
    "denominator": 513.0,
    "diff": -14.51
   },
   {
    "dbn": "28Q157",
    "name": "J.H.S. 157 Stephen A. Halsey",
    "year": "2022-23",
    "served": 24.86,
    "snapshot": 39.0,
    "denominator": 1625.0,
    "diff": -14.14
   },
   {
    "dbn": "15K448",
    "name": "Brooklyn Collaborative Studies",
    "year": "2020-21",
    "served": 60.2,
    "snapshot": 74.0,
    "denominator": 691.0,
    "diff": -13.8
   },
   {
    "dbn": "06M346",
    "name": "Community Health Academy of the Heights",
    "year": "2018-19",
    "served": 37.54,
    "snapshot": 51.0,
    "denominator": 706.0,
    "diff": -13.46
   },
   {
    "dbn": "15K497",
    "name": "The Boerum Hill School for International Studies",
    "year": "2019-20",
    "served": 25.72,
    "snapshot": 39.0,
    "denominator": 828.0,
    "diff": -13.28
   },
   {
    "dbn": "08X452",
    "name": "Gotham Collaborative High School",
    "year": "2020-21",
    "served": 39.85,
    "snapshot": 27.0,
    "denominator": 394.0,
    "diff": 12.85
   },
   {
    "dbn": "17K382",
    "name": "Academy for College Preparation and Career Explora",
    "year": "2021-22",
    "served": 29.32,
    "snapshot": 42.0,
    "denominator": 399.0,
    "diff": -12.68
   },
   {
    "dbn": "28Q157",
    "name": "J.H.S. 157 Stephen A. Halsey",
    "year": "2020-21",
    "served": 23.52,
    "snapshot": 36.0,
    "denominator": 1675.0,
    "diff": -12.48
   },
   {
    "dbn": "29Q283",
    "name": "Preparatory Academy for Writers: A College Board S",
    "year": "2019-20",
    "served": 35.75,
    "snapshot": 48.0,
    "denominator": 579.0,
    "diff": -12.25
   }
  ],
  "pooled_DOE_PUBLIC": {
   "n_served": 7329,
   "n_compared": 6570,
   "n_snapshot_missing": 759,
   "share_within_1.5pp": 0.6534
  },
  "pooled_D75_SPECIAL_ED": {
   "n_served": 279,
   "n_compared": 0,
   "n_snapshot_missing": 279
  },
  "snapshot_missing_by_type": {
   "DOE_PUBLIC/other": 759,
   "D75_SPECIAL_ED/D75": 279
  }
 },
 "sample_comparison": {
  "old_sample_agreement_rate_1.5pp": 0.6651,
  "census_pooled_agreement_rate_1.5pp": 0.6534,
  "census_per_year_agreement_rate_1.5pp": {
   "2018-19": 0.6419,
   "2019-20": 0.6127,
   "2020-21": 0.7824,
   "2021-22": 0.5756,
   "2022-23": 0.6551
  },
  "old_sample_mismatch_tail_pp": {
   "min": -12,
   "max": 7.7,
   "note": "A.6 ledger text: 'a real tail (-12 to +7.7pp) at large N'"
  },
  "census_tail_pp": {
   "min": -26.845,
   "max": 15.83,
   "p1": -7.087,
   "p99": 5.717
  }
 },
 "cavg_descriptive": {
  "note": "Descriptive only — cavg_student_chronic_absent is NYC's comparison-group average, not a validation target.",
  "population": "district served rows with a non-null cavg in the snapshot feed",
  "by_year": {
   "2018-19": {
    "snapshot_minus_cavg": {
     "n": 1321,
     "mean": 4.22,
     "median": 4.0,
     "sd": 13.64,
     "p10": -13.0,
     "p90": 23.0,
     "share_negative_school_below_cavg": 0.403
    },
    "served_minus_cavg": {
     "n": 1321,
     "mean": 4.86,
     "median": 5.08,
     "sd": 14.07,
     "p10": -13.5,
     "p90": 24.03,
     "share_negative_school_below_cavg": 0.394
    }
   },
   "2019-20": {
    "snapshot_minus_cavg": {
     "n": 1309,
     "mean": 3.89,
     "median": 3.0,
     "sd": 12.33,
     "p10": -12.0,
     "p90": 20.0,
     "share_negative_school_below_cavg": 0.393
    },
    "served_minus_cavg": {
     "n": 1309,
     "mean": 4.8,
     "median": 4.29,
     "sd": 12.71,
     "p10": -11.45,
     "p90": 21.33,
     "share_negative_school_below_cavg": 0.39
    }
   },
   "2020-21": {
    "snapshot_minus_cavg": {
     "n": 0
    },
    "served_minus_cavg": {
     "n": 0
    }
   },
   "2021-22": {
    "snapshot_minus_cavg": {
     "n": 1310,
     "mean": 4.65,
     "median": 6.0,
     "sd": 15.94,
     "p10": -18.0,
     "p90": 24.1,
     "share_negative_school_below_cavg": 0.354
    },
    "served_minus_cavg": {
     "n": 1310,
     "mean": 5.68,
     "median": 6.63,
     "sd": 16.05,
     "p10": -17.26,
     "p90": 25.84,
     "share_negative_school_below_cavg": 0.344
    }
   },
   "2022-23": {
    "snapshot_minus_cavg": {
     "n": 1325,
     "mean": 4.17,
     "median": 4.0,
     "sd": 14.06,
     "p10": -15.0,
     "p90": 22.0,
     "share_negative_school_below_cavg": 0.356
    },
    "served_minus_cavg": {
     "n": 1325,
     "mean": 5.12,
     "median": 5.55,
     "sd": 14.19,
     "p10": -14.17,
     "p90": 23.09,
     "share_negative_school_below_cavg": 0.351
    }
   },
   "pooled": {
    "snapshot_minus_cavg": {
     "n": 5265,
     "mean": 4.23,
     "median": 4.0,
     "sd": 14.05,
     "p10": -14.0,
     "p90": 22.0,
     "share_negative_school_below_cavg": 0.377
    },
    "served_minus_cavg": {
     "n": 5265,
     "mean": 5.12,
     "median": 5.38,
     "sd": 14.3,
     "p10": -13.63,
     "p90": 23.59,
     "share_negative_school_below_cavg": 0.37
    }
   }
  }
 },
 "a7_2024_2025_candidates": {
  "note": "diff = candidate_served - snapshot_value; share_within_1.5pp is the reconcile criterion",
  "results": {
   "2024_val_chronic_absent_ems_all": {
    "n_snapshot_values": 1092,
    "n_snapshot_values_district": 931,
    "n_snapshot_values_charter": 154,
    "n_snapshot_values_no_served_row_same_year": 7,
    "candidates": {
     "schoolwide_same_year_2023-24": {
      "n": 1085,
      "share_within_0.5pp": 0.0101,
      "share_within_1.0pp": 0.0157,
      "share_within_1.5pp": 0.0175,
      "median_diff_pp": -27.71,
      "mean_diff_pp": -28.39,
      "p10": -68.29,
      "p90": 8.9
     },
     "schoolwide_prior_year_2022-23": {
      "n": 1083,
      "share_within_0.5pp": 0.0166,
      "share_within_1.0pp": 0.0222,
      "share_within_1.5pp": 0.0351,
      "median_diff_pp": -27.13,
      "mean_diff_pp": -27.54,
      "p10": -65.57,
      "p90": 7.04
     },
     "schoolwide_next_year_2024-25": {
      "n": 1078,
      "share_within_0.5pp": 0.0065,
      "share_within_1.0pp": 0.0139,
      "share_within_1.5pp": 0.0223,
      "median_diff_pp": -29.58,
      "mean_diff_pp": -30.58,
      "p10": -69.3,
      "p90": 3.8
     },
     "schoolwide_two_prior_2021-22": {
      "n": 1088,
      "share_within_0.5pp": 0.0083,
      "share_within_1.0pp": 0.0156,
      "share_within_1.5pp": 0.0285,
      "median_diff_pp": -21.97,
      "mean_diff_pp": -23.79,
      "p10": -64.99,
      "p90": 11.7
     },
     "band_K-8_same_year_2023-24": {
      "n": 931,
      "share_within_0.5pp": 0.0097,
      "share_within_1.0pp": 0.0107,
      "share_within_1.5pp": 0.0118,
      "median_diff_pp": -28.65,
      "mean_diff_pp": -29.61,
      "p10": -67.4,
      "p90": 5.62
     },
     "band_1-8_same_year_2023-24": {
      "n": 931,
      "share_within_0.5pp": 0.0086,
      "share_within_1.0pp": 0.0107,
      "share_within_1.5pp": 0.0161,
      "median_diff_pp": -30.14,
      "mean_diff_pp": -30.75,
      "p10": -68.23,
      "p90": 4.23
     },
     "band_K-8_prior_year_2022-23": {
      "n": 931,
      "share_within_0.5pp": 0.0193,
      "share_within_1.0pp": 0.029,
      "share_within_1.5pp": 0.0419,
      "median_diff_pp": -26.81,
      "mean_diff_pp": -28.3,
      "p10": -65.13,
      "p90": 4.63
     }
    }
   },
   "2024_val_chronic_absent_hs_all": {
    "n_snapshot_values": 415,
    "n_snapshot_values_district": 385,
    "n_snapshot_values_charter": 28,
    "n_snapshot_values_no_served_row_same_year": 2,
    "candidates": {
     "schoolwide_same_year_2023-24": {
      "n": 413,
      "share_within_0.5pp": 0.0097,
      "share_within_1.0pp": 0.0121,
      "share_within_1.5pp": 0.0145,
      "median_diff_pp": -15.84,
      "mean_diff_pp": -15.77,
      "p10": -57.82,
      "p90": 25.36
     },
     "schoolwide_prior_year_2022-23": {
      "n": 412,
      "share_within_0.5pp": 0.017,
      "share_within_1.0pp": 0.0267,
      "share_within_1.5pp": 0.0316,
      "median_diff_pp": -14.32,
      "mean_diff_pp": -14.98,
      "p10": -56.96,
      "p90": 24.29
     },
     "schoolwide_next_year_2024-25": {
      "n": 408,
      "share_within_0.5pp": 0.0098,
      "share_within_1.0pp": 0.0245,
      "share_within_1.5pp": 0.0343,
      "median_diff_pp": -16.6,
      "mean_diff_pp": -17.18,
      "p10": -56.28,
      "p90": 23.3
     },
     "schoolwide_two_prior_2021-22": {
      "n": 412,
      "share_within_0.5pp": 0.0121,
      "share_within_1.0pp": 0.0267,
      "share_within_1.5pp": 0.0364,
      "median_diff_pp": -5.79,
      "mean_diff_pp": -8.39,
      "p10": -50.24,
      "p90": 29.39
     },
     "band_9-12_same_year_2023-24": {
      "n": 385,
      "share_within_0.5pp": 0.0052,
      "share_within_1.0pp": 0.0078,
      "share_within_1.5pp": 0.013,
      "median_diff_pp": -15.88,
      "mean_diff_pp": -16.64,
      "p10": -57.85,
      "p90": 22.41
     },
     "band_9-12_prior_year_2022-23": {
      "n": 385,
      "share_within_0.5pp": 0.013,
      "share_within_1.0pp": 0.026,
      "share_within_1.5pp": 0.0338,
      "median_diff_pp": -14.58,
      "mean_diff_pp": -15.5,
      "p10": -57.06,
      "p90": 23.88
     }
    }
   },
   "2025_val_chronic_absent_ems_all": {
    "n_snapshot_values": 1095,
    "n_snapshot_values_district": 926,
    "n_snapshot_values_charter": 163,
    "n_snapshot_values_no_served_row_same_year": 6,
    "candidates": {
     "schoolwide_same_year_2024-25": {
      "n": 1089,
      "share_within_0.5pp": 0.0092,
      "share_within_1.0pp": 0.0138,
      "share_within_1.5pp": 0.0202,
      "median_diff_pp": -30.64,
      "mean_diff_pp": -31.83,
      "p10": -70.13,
      "p90": 3.57
     },
     "schoolwide_prior_year_2023-24": {
      "n": 1079,
      "share_within_0.5pp": 0.0065,
      "share_within_1.0pp": 0.0158,
      "share_within_1.5pp": 0.0213,
      "median_diff_pp": -29.06,
      "mean_diff_pp": -29.56,
      "p10": -69.24,
      "p90": 6.44
     },
     "schoolwide_two_prior_2022-23": {
      "n": 1089,
      "share_within_0.5pp": 0.0119,
      "share_within_1.0pp": 0.0239,
      "share_within_1.5pp": 0.0349,
      "median_diff_pp": -27.87,
      "mean_diff_pp": -28.98,
      "p10": -66.5,
      "p90": 4.69
     },
     "band_K-8_same_year_2024-25": {
      "n": 926,
      "share_within_0.5pp": 0.0151,
      "share_within_1.0pp": 0.0173,
      "share_within_1.5pp": 0.0194,
      "median_diff_pp": -31.6,
      "mean_diff_pp": -32.36,
      "p10": -69.58,
      "p90": 2.36
     },
     "band_1-8_same_year_2024-25": {
      "n": 926,
      "share_within_0.5pp": 0.0043,
      "share_within_1.0pp": 0.0108,
      "share_within_1.5pp": 0.0184,
      "median_diff_pp": -32.11,
      "mean_diff_pp": -33.41,
      "p10": -69.88,
      "p90": 0.93
     },
     "band_K-8_prior_year_2023-24": {
      "n": 926,
      "share_within_0.5pp": 0.0032,
      "share_within_1.0pp": 0.0119,
      "share_within_1.5pp": 0.0216,
      "median_diff_pp": -30.01,
      "mean_diff_pp": -31.06,
      "p10": -68.65,
      "p90": 2.47
     }
    }
   },
   "2025_val_chronic_absent_hs_all": {
    "n_snapshot_values": 407,
    "n_snapshot_values_district": 377,
    "n_snapshot_values_charter": 28,
    "n_snapshot_values_no_served_row_same_year": 2,
    "candidates": {
     "schoolwide_same_year_2024-25": {
      "n": 405,
      "share_within_0.5pp": 0.0123,
      "share_within_1.0pp": 0.0148,
      "share_within_1.5pp": 0.0198,
      "median_diff_pp": -19.64,
      "mean_diff_pp": -18.38,
      "p10": -59.93,
      "p90": 23.59
     },
     "schoolwide_prior_year_2023-24": {
      "n": 405,
      "share_within_0.5pp": 0.0074,
      "share_within_1.0pp": 0.0198,
      "share_within_1.5pp": 0.0321,
      "median_diff_pp": -17.16,
      "mean_diff_pp": -17.37,
      "p10": -57.84,
      "p90": 22.32
     },
     "schoolwide_two_prior_2022-23": {
      "n": 404,
      "share_within_0.5pp": 0.0149,
      "share_within_1.0pp": 0.0173,
      "share_within_1.5pp": 0.0297,
      "median_diff_pp": -14.83,
      "mean_diff_pp": -16.61,
      "p10": -57.27,
      "p90": 22.47
     },
     "band_9-12_same_year_2024-25": {
      "n": 377,
      "share_within_0.5pp": 0.0106,
      "share_within_1.0pp": 0.0133,
      "share_within_1.5pp": 0.0159,
      "median_diff_pp": -19.64,
      "mean_diff_pp": -19.24,
      "p10": -60.21,
      "p90": 20.7
     },
     "band_9-12_prior_year_2023-24": {
      "n": 377,
      "share_within_0.5pp": 0.0106,
      "share_within_1.0pp": 0.0292,
      "share_within_1.5pp": 0.0371,
      "median_diff_pp": -17.67,
      "mean_diff_pp": -18.27,
      "p10": -56.67,
      "p90": 20.96
     }
    }
   }
  },
  "ems_vs_hs_same_school": {
   "n_schools_with_both": 0,
   "n_equal": 0,
   "n_differ": 0,
   "examples": []
  }
 },
 "charter_census": {
  "population": "school_type = 'CHARTER', school years 2018-19..2022-23; served values are NYSED-derived (grades 1-12); snapshot EMS appears K-inclusive per A.19 — basis mismatch, descriptive only",
  "per_year": {
   "2018-19": {
    "n_compared": 132,
    "share_within_0.5pp": 0.1288,
    "share_within_1.0pp": 0.25,
    "share_within_1.5pp": 0.3485,
    "n_within_1.5pp": 46,
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 19,
      "-5_to_-2": 39,
      "-2_to_-1": 21,
      "within_±1": 33,
      "+1_to_+2": 4,
      "+2_to_+5": 8,
      "above_+5": 8
     },
     "n": 132,
     "weighted_diff_pp": -1.87,
     "mean": -2.306,
     "sd": 9.32
    },
    "diff_pp": {
     "mean": -2.306,
     "median": -1.534,
     "sd": 9.32,
     "p10": -6.94,
     "p90": 3.21,
     "min": -87.796,
     "max": 25.898,
     "p1": -27.945,
     "p99": 14.889
    },
    "weighted_aggregate": {
     "n_with_denominator": 132,
     "sum_denominator": 69923.0,
     "served_rate_pct": 17.06,
     "snapshot_rate_pct": 18.93,
     "diff_pp": -1.87
    },
    "rate_correlation": 0.6928,
    "n_served": 164,
    "n_snapshot_missing": 32,
    "snapshot_missing_breakdown": {
     "null_var": 22,
     "no_year": 10
    }
   },
   "2020-21": {
    "n_compared": 211,
    "share_within_0.5pp": 0.1706,
    "share_within_1.0pp": 0.2891,
    "share_within_1.5pp": 0.3886,
    "n_within_1.5pp": 82,
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 7,
      "-5_to_-2": 16,
      "-2_to_-1": 16,
      "within_±1": 61,
      "+1_to_+2": 22,
      "+2_to_+5": 26,
      "above_+5": 63
     },
     "n": 211,
     "weighted_diff_pp": 5.66,
     "mean": 6.759,
     "sd": 16.775
    },
    "diff_pp": {
     "mean": 6.759,
     "median": 1.068,
     "sd": 16.775,
     "p10": -2.177,
     "p90": 22.02,
     "min": -19.741,
     "max": 93.431,
     "p1": -14.669,
     "p99": 71.9
    },
    "weighted_aggregate": {
     "n_with_denominator": 211,
     "sum_denominator": 109521.0,
     "served_rate_pct": 27.75,
     "snapshot_rate_pct": 22.09,
     "diff_pp": 5.66
    },
    "rate_correlation": 0.7416,
    "n_served": 241,
    "n_snapshot_missing": 30,
    "snapshot_missing_breakdown": {
     "no_year": 30
    }
   },
   "2021-22": {
    "n_compared": 224,
    "share_within_0.5pp": 0.1384,
    "share_within_1.0pp": 0.2455,
    "share_within_1.5pp": 0.3304,
    "n_within_1.5pp": 74,
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 4,
      "-5_to_-2": 5,
      "-2_to_-1": 9,
      "within_±1": 55,
      "+1_to_+2": 26,
      "+2_to_+5": 40,
      "above_+5": 85
     },
     "n": 224,
     "weighted_diff_pp": 9.17,
     "mean": 8.591,
     "sd": 14.709
    },
    "diff_pp": {
     "mean": 8.591,
     "median": 2.403,
     "sd": 14.709,
     "p10": -0.761,
     "p90": 26.131,
     "min": -7.111,
     "max": 77.952,
     "p1": -5.356,
     "p99": 62.645
    },
    "weighted_aggregate": {
     "n_with_denominator": 224,
     "sum_denominator": 120857.0,
     "served_rate_pct": 41.0,
     "snapshot_rate_pct": 31.82,
     "diff_pp": 9.17
    },
    "rate_correlation": 0.7575,
    "n_served": 246,
    "n_snapshot_missing": 22,
    "snapshot_missing_breakdown": {
     "no_year": 22
    }
   },
   "2022-23": {
    "n_compared": 229,
    "share_within_0.5pp": 0.179,
    "share_within_1.0pp": 0.3188,
    "share_within_1.5pp": 0.4323,
    "n_within_1.5pp": 99,
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 4,
      "-5_to_-2": 26,
      "-2_to_-1": 18,
      "within_±1": 73,
      "+1_to_+2": 27,
      "+2_to_+5": 36,
      "above_+5": 45
     },
     "n": 229,
     "weighted_diff_pp": 3.97,
     "mean": 4.2,
     "sd": 11.933
    },
    "diff_pp": {
     "mean": 4.2,
     "median": 0.709,
     "sd": 11.933,
     "p10": -2.291,
     "p90": 13.968,
     "min": -5.992,
     "max": 92.0,
     "p1": -5.534,
     "p99": 64.67
    },
    "weighted_aggregate": {
     "n_with_denominator": 229,
     "sum_denominator": 118433.0,
     "served_rate_pct": 35.63,
     "snapshot_rate_pct": 31.65,
     "diff_pp": 3.97
    },
    "rate_correlation": 0.807,
    "n_served": 239,
    "n_snapshot_missing": 10,
    "snapshot_missing_breakdown": {
     "no_year": 10
    }
   }
  },
  "pooled": {
   "n_compared": 796,
   "share_within_0.5pp": 0.157,
   "share_within_1.0pp": 0.2789,
   "share_within_1.5pp": 0.3781,
   "n_within_1.5pp": 301,
   "distribution": {
    "buckets_pp": {
     "below_-5pp": 34,
     "-5_to_-2": 86,
     "-2_to_-1": 64,
     "within_±1": 222,
     "+1_to_+2": 79,
     "+2_to_+5": 110,
     "above_+5": 201
    },
    "n": 796,
    "weighted_diff_pp": 4.94,
    "mean": 5.035,
    "sd": 14.271
   },
   "diff_pp": {
    "mean": 5.035,
    "median": 0.89,
    "sd": 14.271,
    "p10": -2.887,
    "p90": 17.339,
    "min": -87.796,
    "max": 93.431,
    "p1": -10.201,
    "p99": 69.381
   },
   "weighted_aggregate": {
    "n_with_denominator": 796,
    "sum_denominator": 418734.0,
    "served_rate_pct": 32.02,
    "snapshot_rate_pct": 27.08,
    "diff_pp": 4.94
   },
   "rate_correlation": 0.7752,
   "n_served": 890,
   "n_snapshot_missing": 94,
   "snapshot_missing_breakdown": {
    "no_year": 72,
    "null_var": 22
   }
  },
  "worst_15": [
   {
    "dbn": "84X419",
    "name": "Bronx Academy of Promise Charter School",
    "year": "2020-21",
    "served": 99.43,
    "snapshot": 6.0,
    "denominator": 527.0,
    "diff": 93.43
   },
   {
    "dbn": "84K927",
    "name": "Ivy Hill Preparatory Charter School",
    "year": "2022-23",
    "served": 100.0,
    "snapshot": 8.0,
    "denominator": 155.0,
    "diff": 92.0
   },
   {
    "dbn": "84M433",
    "name": "Renaissance Charter High School for Innovation",
    "year": "2018-19",
    "served": 0.2,
    "snapshot": 88.0,
    "denominator": 489.0,
    "diff": -87.8
   },
   {
    "dbn": "84X538",
    "name": "Icahn Charter School 5",
    "year": "2020-21",
    "served": 100.0,
    "snapshot": 13.0,
    "denominator": 290.0,
    "diff": 87.0
   },
   {
    "dbn": "84X362",
    "name": "Icahn Charter School 7",
    "year": "2022-23",
    "served": 100.0,
    "snapshot": 21.0,
    "denominator": 298.0,
    "diff": 79.0
   },
   {
    "dbn": "84Q387",
    "name": "Valence College Preparatory Charter School",
    "year": "2021-22",
    "served": 80.95,
    "snapshot": 3.0,
    "denominator": 357.0,
    "diff": 77.95
   },
   {
    "dbn": "84X387",
    "name": "Brilla College Prep Charter School",
    "year": "2022-23",
    "served": 99.45,
    "snapshot": 26.0,
    "denominator": 721.0,
    "diff": 73.45
   },
   {
    "dbn": "84X492",
    "name": "South Bronx Early College Academy Charter School",
    "year": "2020-21",
    "served": 100.0,
    "snapshot": 28.0,
    "denominator": 306.0,
    "diff": 72.0
   },
   {
    "dbn": "84X124",
    "name": "Children's Aid College Prep Charter School",
    "year": "2020-21",
    "served": 100.0,
    "snapshot": 29.0,
    "denominator": 556.0,
    "diff": 71.0
   },
   {
    "dbn": "84X387",
    "name": "Brilla College Prep Charter School",
    "year": "2021-22",
    "served": 98.3,
    "snapshot": 29.0,
    "denominator": 704.0,
    "diff": 69.3
   },
   {
    "dbn": "84X364",
    "name": "South Bronx Classical Charter School II",
    "year": "2020-21",
    "served": 82.55,
    "snapshot": 15.0,
    "denominator": 298.0,
    "diff": 67.55
   },
   {
    "dbn": "84X346",
    "name": "South Bronx Classical Charter School",
    "year": "2020-21",
    "served": 79.16,
    "snapshot": 13.0,
    "denominator": 427.0,
    "diff": 66.16
   },
   {
    "dbn": "84M338",
    "name": "WHIN Music Community",
    "year": "2020-21",
    "served": 70.29,
    "snapshot": 5.0,
    "denominator": 175.0,
    "diff": 65.29
   },
   {
    "dbn": "84K652",
    "name": "Brooklyn Ascend Charter School",
    "year": "2021-22",
    "served": 83.94,
    "snapshot": 21.0,
    "denominator": 1476.0,
    "diff": 62.94
   },
   {
    "dbn": "84X586",
    "name": "Brilla Veritas Charter School",
    "year": "2021-22",
    "served": 98.64,
    "snapshot": 37.0,
    "denominator": 369.0,
    "diff": 61.64
   }
  ]
 },
 "band_basis_test": {
  "note": "Candidate = served grade-band rate (K-8 for schools cached under the EMS report, 9-12 for HS-report schools; report type read from data/reference/snapshot/<type>/<reportYear>/ file presence, EMS preferred for the few dual-cached schools). diff = candidate - snapshot.",
  "ems_hs_cache_overlap_dbn_years": 25,
  "per_year": {
   "2018-19": {
    "schoolwide": {
     "n": 1321,
     "share_within_0.5pp": 0.2869,
     "share_within_1.0pp": 0.4913,
     "share_within_1.5pp": 0.6419,
     "median_diff_pp": 0.672,
     "mean_diff_pp": 0.647,
     "sd": 2.368,
     "p10": -0.98,
     "p90": 2.92
    },
    "band_by_report_type": {
     "n": 1320,
     "share_within_0.5pp": 0.3856,
     "share_within_1.0pp": 0.6394,
     "share_within_1.5pp": 0.8182,
     "median_diff_pp": 0.282,
     "mean_diff_pp": 0.304,
     "sd": 1.646,
     "p10": -1.0,
     "p90": 1.75
    }
   },
   "2019-20": {
    "schoolwide": {
     "n": 1309,
     "share_within_0.5pp": 0.2949,
     "share_within_1.0pp": 0.4736,
     "share_within_1.5pp": 0.6127,
     "median_diff_pp": 0.864,
     "mean_diff_pp": 0.906,
     "sd": 2.023,
     "p10": -0.45,
     "p90": 2.93
    },
    "band_by_report_type": {
     "n": 1309,
     "share_within_0.5pp": 0.5019,
     "share_within_1.0pp": 0.7257,
     "share_within_1.5pp": 0.8121,
     "median_diff_pp": 0.334,
     "mean_diff_pp": 0.583,
     "sd": 1.142,
     "p10": -0.46,
     "p90": 2.2
    }
   },
   "2020-21": {
    "schoolwide": {
     "n": 1305,
     "share_within_0.5pp": 0.4575,
     "share_within_1.0pp": 0.6835,
     "share_within_1.5pp": 0.7824,
     "median_diff_pp": 0.152,
     "mean_diff_pp": 0.129,
     "sd": 1.992,
     "p10": -1.24,
     "p90": 1.84
    },
    "band_by_report_type": {
     "n": 1305,
     "share_within_0.5pp": 0.6368,
     "share_within_1.0pp": 0.8667,
     "share_within_1.5pp": 0.9257,
     "median_diff_pp": 0.018,
     "mean_diff_pp": 0.055,
     "sd": 1.115,
     "p10": -0.73,
     "p90": 0.8
    }
   },
   "2021-22": {
    "schoolwide": {
     "n": 1310,
     "share_within_0.5pp": 0.2954,
     "share_within_1.0pp": 0.4725,
     "share_within_1.5pp": 0.5756,
     "median_diff_pp": 0.92,
     "mean_diff_pp": 1.026,
     "sd": 2.079,
     "p10": -0.45,
     "p90": 3.13
    },
    "band_by_report_type": {
     "n": 1310,
     "share_within_0.5pp": 0.5321,
     "share_within_1.0pp": 0.7298,
     "share_within_1.5pp": 0.8191,
     "median_diff_pp": 0.263,
     "mean_diff_pp": 0.446,
     "sd": 1.465,
     "p10": -0.5,
     "p90": 1.99
    }
   },
   "2022-23": {
    "schoolwide": {
     "n": 1325,
     "share_within_0.5pp": 0.3766,
     "share_within_1.0pp": 0.5668,
     "share_within_1.5pp": 0.6551,
     "median_diff_pp": 0.604,
     "mean_diff_pp": 0.958,
     "sd": 2.059,
     "p10": -0.42,
     "p90": 3.45
    },
    "band_by_report_type": {
     "n": 1325,
     "share_within_0.5pp": 0.6279,
     "share_within_1.0pp": 0.877,
     "share_within_1.5pp": 0.9442,
     "median_diff_pp": 0.214,
     "mean_diff_pp": 0.202,
     "sd": 0.987,
     "p10": -0.45,
     "p90": 0.96
    }
   }
  },
  "pooled": {
   "schoolwide": {
    "n": 6570,
    "share_within_0.5pp": 0.3422,
    "share_within_1.0pp": 0.5374,
    "share_within_1.5pp": 0.6534,
    "median_diff_pp": 0.601,
    "mean_diff_pp": 0.734,
    "sd": 2.134,
    "p10": -0.69,
    "p90": 2.97
   },
   "band_by_report_type": {
    "n": 6569,
    "share_within_0.5pp": 0.5368,
    "share_within_1.0pp": 0.7677,
    "share_within_1.5pp": 0.8639,
    "median_diff_pp": 0.211,
    "mean_diff_pp": 0.318,
    "sd": 1.307,
    "p10": -0.6,
    "p90": 1.59
   }
  },
  "by_report_type": {
   "EMS": {
    "n": 4658,
    "share_within_0.5pp": 0.608,
    "share_within_1.0pp": 0.845,
    "share_within_1.5pp": 0.9223,
    "median_diff_pp": 0.154,
    "mean_diff_pp": 0.176,
    "sd": 1.241,
    "p10": -0.56,
    "p90": 1.06
   },
   "HS": {
    "n": 1911,
    "share_within_0.5pp": 0.3632,
    "share_within_1.0pp": 0.5793,
    "share_within_1.5pp": 0.7216,
    "median_diff_pp": 0.484,
    "mean_diff_pp": 0.665,
    "sd": 1.396,
    "p10": -0.72,
    "p90": 2.4
   }
  },
  "by_report_type_per_year": {
   "2018-19": {
    "EMS": {
     "n": 940,
     "share_within_0.5pp": 0.4043,
     "share_within_1.0pp": 0.6511,
     "share_within_1.5pp": 0.8255,
     "median_diff_pp": 0.314,
     "mean_diff_pp": 0.332,
     "sd": 1.783,
     "p10": -0.88,
     "p90": 1.77
    },
    "HS": {
     "n": 380,
     "share_within_0.5pp": 0.3395,
     "share_within_1.0pp": 0.6105,
     "share_within_1.5pp": 0.8,
     "median_diff_pp": 0.207,
     "mean_diff_pp": 0.234,
     "sd": 1.242,
     "p10": -1.2,
     "p90": 1.67
    }
   },
   "2019-20": {
    "EMS": {
     "n": 921,
     "share_within_0.5pp": 0.6471,
     "share_within_1.0pp": 0.9045,
     "share_within_1.5pp": 0.9501,
     "median_diff_pp": 0.157,
     "mean_diff_pp": 0.174,
     "sd": 0.782,
     "p10": -0.52,
     "p90": 0.85
    },
    "HS": {
     "n": 388,
     "share_within_0.5pp": 0.1572,
     "share_within_1.0pp": 0.3015,
     "share_within_1.5pp": 0.4845,
     "median_diff_pp": 1.559,
     "mean_diff_pp": 1.554,
     "sd": 1.269,
     "p10": -0.04,
     "p90": 3.19
    }
   },
   "2020-21": {
    "EMS": {
     "n": 920,
     "share_within_0.5pp": 0.662,
     "share_within_1.0pp": 0.8946,
     "share_within_1.5pp": 0.9424,
     "median_diff_pp": 0.051,
     "mean_diff_pp": 0.101,
     "sd": 0.91,
     "p10": -0.59,
     "p90": 0.78
    },
    "HS": {
     "n": 385,
     "share_within_0.5pp": 0.5766,
     "share_within_1.0pp": 0.8,
     "share_within_1.5pp": 0.8857,
     "median_diff_pp": -0.095,
     "mean_diff_pp": -0.054,
     "sd": 1.491,
     "p10": -1.12,
     "p90": 0.91
    }
   },
   "2021-22": {
    "EMS": {
     "n": 930,
     "share_within_0.5pp": 0.6839,
     "share_within_1.0pp": 0.8968,
     "share_within_1.5pp": 0.9538,
     "median_diff_pp": 0.069,
     "mean_diff_pp": 0.052,
     "sd": 1.363,
     "p10": -0.55,
     "p90": 0.75
    },
    "HS": {
     "n": 380,
     "share_within_0.5pp": 0.1605,
     "share_within_1.0pp": 0.3211,
     "share_within_1.5pp": 0.4895,
     "median_diff_pp": 1.488,
     "mean_diff_pp": 1.41,
     "sd": 1.244,
     "p10": -0.1,
     "p90": 2.79
    }
   },
   "2022-23": {
    "EMS": {
     "n": 947,
     "share_within_0.5pp": 0.6452,
     "share_within_1.0pp": 0.8807,
     "share_within_1.5pp": 0.9409,
     "median_diff_pp": 0.223,
     "mean_diff_pp": 0.216,
     "sd": 1.075,
     "p10": -0.39,
     "p90": 0.95
    },
    "HS": {
     "n": 378,
     "share_within_0.5pp": 0.5847,
     "share_within_1.0pp": 0.8677,
     "share_within_1.5pp": 0.9524,
     "median_diff_pp": 0.157,
     "mean_diff_pp": 0.167,
     "sd": 0.721,
     "p10": -0.64,
     "p90": 0.97
    }
   }
  }
 },
 "a7_complement_interpretation": {
  "note": "Interpretation tested: val_chronic_absent_{ems,hs}_all = 100 - (chronic absenteeism rate). diff = candidate_served - (100 - snapshot_value). Whole-percent snapshot values.",
  "results": {
   "2024_val_chronic_absent_ems_all": {
    "n_snapshot_values": 1092,
    "candidates": {
     "schoolwide_same_year_2023-24": {
      "n": 1085,
      "share_within_0.5pp": 0.412,
      "share_within_1.0pp": 0.5429,
      "share_within_1.5pp": 0.6396,
      "median_diff_pp": 0.548,
      "mean_diff_pp": 2.265,
      "sd": 7.826,
      "p10": -0.33,
      "p90": 4.13
     },
     "schoolwide_prior_year_2022-23": {
      "n": 1083,
      "share_within_0.5pp": 0.0748,
      "share_within_1.0pp": 0.1413,
      "share_within_1.5pp": 0.2124,
      "median_diff_pp": 2.907,
      "mean_diff_pp": 3.051,
      "sd": 7.764,
      "p10": -3.69,
      "p90": 9.7
     },
     "band_K-8_same_year_2023-24": {
      "n": 931,
      "share_within_0.5pp": 0.8797,
      "share_within_1.0pp": 0.9581,
      "share_within_1.5pp": 0.971,
      "median_diff_pp": 0.048,
      "mean_diff_pp": 0.063,
      "sd": 0.613,
      "p10": -0.37,
      "p90": 0.48
     },
     "band_K-8_prior_year_2022-23": {
      "n": 931,
      "share_within_0.5pp": 0.0806,
      "share_within_1.0pp": 0.16,
      "share_within_1.5pp": 0.2342,
      "median_diff_pp": 1.798,
      "mean_diff_pp": 1.371,
      "sd": 5.286,
      "p10": -4.38,
      "p90": 7.41
     },
     "band_1-8_same_year_2023-24": {
      "n": 931,
      "share_within_0.5pp": 0.3179,
      "share_within_1.0pp": 0.4672,
      "share_within_1.5pp": 0.6101,
      "median_diff_pp": -0.974,
      "mean_diff_pp": -1.077,
      "sd": 1.505,
      "p10": -2.96,
      "p90": 0.45
     },
     "band_PK-8_same_year_2023-24": {
      "n": 931,
      "share_within_0.5pp": 0.4307,
      "share_within_1.0pp": 0.5704,
      "share_within_1.5pp": 0.6735,
      "median_diff_pp": 0.508,
      "mean_diff_pp": 1.018,
      "sd": 1.623,
      "p10": -0.32,
      "p90": 3.27
     }
    }
   },
   "2024_val_chronic_absent_hs_all": {
    "n_snapshot_values": 415,
    "candidates": {
     "schoolwide_same_year_2023-24": {
      "n": 413,
      "share_within_0.5pp": 0.7433,
      "share_within_1.0pp": 0.8063,
      "share_within_1.5pp": 0.8184,
      "median_diff_pp": -0.021,
      "mean_diff_pp": 0.094,
      "sd": 5.952,
      "p10": -3.06,
      "p90": 0.49
     },
     "schoolwide_prior_year_2022-23": {
      "n": 412,
      "share_within_0.5pp": 0.0607,
      "share_within_1.0pp": 0.1262,
      "share_within_1.5pp": 0.1869,
      "median_diff_pp": 0.891,
      "mean_diff_pp": 0.961,
      "sd": 8.265,
      "p10": -8.04,
      "p90": 8.83
     },
     "band_9-12_same_year_2023-24": {
      "n": 385,
      "share_within_0.5pp": 0.8857,
      "share_within_1.0pp": 0.9584,
      "share_within_1.5pp": 0.974,
      "median_diff_pp": 0.059,
      "mean_diff_pp": 0.027,
      "sd": 0.565,
      "p10": -0.39,
      "p90": 0.48
     },
     "band_9-12_prior_year_2022-23": {
      "n": 385,
      "share_within_0.5pp": 0.0571,
      "share_within_1.0pp": 0.1273,
      "share_within_1.5pp": 0.1896,
      "median_diff_pp": 1.826,
      "mean_diff_pp": 1.168,
      "sd": 6.421,
      "p10": -6.47,
      "p90": 8.63
     }
    }
   },
   "2025_val_chronic_absent_ems_all": {
    "n_snapshot_values": 1095,
    "candidates": {
     "schoolwide_same_year_2024-25": {
      "n": 1089,
      "share_within_0.5pp": 0.4316,
      "share_within_1.0pp": 0.573,
      "share_within_1.5pp": 0.6768,
      "median_diff_pp": 0.5,
      "mean_diff_pp": 1.449,
      "sd": 4.901,
      "p10": -0.39,
      "p90": 3.36
     },
     "schoolwide_prior_year_2023-24": {
      "n": 1079,
      "share_within_0.5pp": 0.0686,
      "share_within_1.0pp": 0.1594,
      "share_within_1.5pp": 0.2234,
      "median_diff_pp": 2.39,
      "mean_diff_pp": 3.596,
      "sd": 9.44,
      "p10": -3.06,
      "p90": 9.57
     },
     "band_K-8_same_year_2024-25": {
      "n": 926,
      "share_within_0.5pp": 0.879,
      "share_within_1.0pp": 0.96,
      "share_within_1.5pp": 0.9665,
      "median_diff_pp": 0.089,
      "mean_diff_pp": 0.061,
      "sd": 0.605,
      "p10": -0.38,
      "p90": 0.5
     },
     "band_K-8_prior_year_2023-24": {
      "n": 926,
      "share_within_0.5pp": 0.0918,
      "share_within_1.0pp": 0.1922,
      "share_within_1.5pp": 0.2743,
      "median_diff_pp": 1.335,
      "mean_diff_pp": 1.367,
      "sd": 4.667,
      "p10": -3.71,
      "p90": 6.66
     },
     "band_1-8_same_year_2024-25": {
      "n": 926,
      "share_within_0.5pp": 0.3575,
      "share_within_1.0pp": 0.5162,
      "share_within_1.5pp": 0.6447,
      "median_diff_pp": -0.771,
      "mean_diff_pp": -0.985,
      "sd": 1.37,
      "p10": -2.78,
      "p90": 0.42
     },
     "band_PK-8_same_year_2024-25": {
      "n": 926,
      "share_within_0.5pp": 0.4514,
      "share_within_1.0pp": 0.5994,
      "share_within_1.5pp": 0.7009,
      "median_diff_pp": 0.492,
      "mean_diff_pp": 0.874,
      "sd": 1.616,
      "p10": -0.37,
      "p90": 2.96
     }
    }
   },
   "2025_val_chronic_absent_hs_all": {
    "n_snapshot_values": 407,
    "candidates": {
     "schoolwide_same_year_2024-25": {
      "n": 405,
      "share_within_0.5pp": 0.7704,
      "share_within_1.0pp": 0.8173,
      "share_within_1.5pp": 0.8395,
      "median_diff_pp": -0.035,
      "mean_diff_pp": 0.337,
      "sd": 7.727,
      "p10": -2.41,
      "p90": 0.45
     },
     "schoolwide_prior_year_2023-24": {
      "n": 405,
      "share_within_0.5pp": 0.0642,
      "share_within_1.0pp": 0.1481,
      "share_within_1.5pp": 0.2272,
      "median_diff_pp": 0.537,
      "mean_diff_pp": 1.349,
      "sd": 9.953,
      "p10": -7.47,
      "p90": 10.01
     },
     "band_9-12_same_year_2024-25": {
      "n": 377,
      "share_within_0.5pp": 0.9098,
      "share_within_1.0pp": 0.9682,
      "share_within_1.5pp": 0.9814,
      "median_diff_pp": 0.031,
      "mean_diff_pp": 0.056,
      "sd": 0.466,
      "p10": -0.35,
      "p90": 0.45
     },
     "band_9-12_prior_year_2023-24": {
      "n": 377,
      "share_within_0.5pp": 0.0743,
      "share_within_1.0pp": 0.1565,
      "share_within_1.5pp": 0.2414,
      "median_diff_pp": 0.712,
      "mean_diff_pp": 1.023,
      "sd": 6.74,
      "p10": -6.3,
      "p90": 8.19
     }
    }
   }
  }
 },
 "hand_verifications": [
  {
   "case": "01M015 P.S. 015 Roberto Clemente — report year 2023 (SY 2022-23), EMS report, old varname",
   "raw_source": "public-school-attendance-results-2019-2025.xlsx, All Students: All Grades contributing=206, CA=104 -> 104/206=50.4854%; K-8 (K,1-5; no 6-8 grades served): contributing 37+34+28+33+25+36=193, CA 16+21+11+14+16+16=94 -> 94/193=48.705%; PK row: 13 contributing, 10 CA (76.9%)",
   "served_db": {
    "value": 50.48543549,
    "denominator": 206
   },
   "snapshot_cache": "data/reference/snapshot/EMS/2023/01M015.json: student_chronic_absent='49%'; snapshot-values.json: 49.0",
   "result": "served(school-wide) - snapshot = +1.49pp (inside ±1.5 by 0.01); K-8 rate 48.705 rounds to 49 = snapshot exactly. The +1.49 gap is the PK rows the school-wide rate includes."
  },
  {
   "case": "28Q157 J.H.S. 157 Stephen A. Halsey — report year 2022 (SY 2021-22), HS report (no EMS cache file), old varname; worst diff in the census",
   "raw_source": "xlsx All Students 2021-22: All Grades contributing=1624, CA=441 -> 27.155%; grade 9: contributing=35, CA=19 -> 19/35=54.286%",
   "served_db": {
    "value": 27.15517235,
    "denominator": 1624
   },
   "snapshot_cache": "data/reference/snapshot/HS/2022/28Q157.json: student_chronic_absent='54%' (cavg=42%); snapshot-values.json: 54.0",
   "result": "served - snapshot = -26.84pp. Snapshot 54 = the school's grade-9 rate (54.29 -> 54), n=35 students - the school was served the HS report and the HS report's CA is a grades-9-12 figure, not school-wide."
  },
  {
   "case": "01M184 P.S. 184m Shuang Wen — report year 2024 (SY 2023-24), EMS report, renamed varname val_chronic_absent_ems_all",
   "raw_source": "xlsx All Students 2023-24: All Grades contributing=746, CA=72 -> 9.651%; K-8 = All Grades minus PK(51 contributing, 11 CA): contributing 695, CA 61 -> 61/695=8.777%; 100-8.777=91.22",
   "served_db": {
    "value": 9.651474953,
    "denominator": 746
   },
   "snapshot_cache": "data/reference/snapshot/EMS/2024/01M184.json: val_chronic_absent_ems_all='91%' (pavg_chronic_absent_ems_all='89%'); snapshot-values.json: 91.0",
   "result": "100 - K-8 rate = 91.22 rounds to 91 = snapshot exactly; the raw value (91) matches no CA rate, which is why the A.7 4-school check found no adjacent-year match."
  }
 ],
 "verdicts": {
  "A6_sample_confirmed": "Yes. Census pooled agreement at ±1.5pp = 0.6534 (4293/6570) vs the 300-school sample's 0.6651 (141/212). Per-year range 0.5756 (2021-22) to 0.7824 (2020-21) — the sample pooled years, hiding real year-to-year spread.",
  "A6_tail": "The sample's -12..+7.7pp mismatch range was NOT the full tail: census min/max = -26.84/+15.83pp (p1 -7.09, p99 +5.72). 130 school-years below -5pp, 124 above +5pp.",
  "A6_basis_narrowing": "Established: the Snapshot's student_chronic_absent tracks the GRADE-BAND rate, not the school-wide rate - K-8 (K-inclusive) for schools cached under the EMS report, 9-12 for HS-report schools, same school year. Replacing the school-wide candidate with the band candidate raises pooled agreement 0.6534 -> 0.8639, EMS 0.9223, and >=0.94 for EMS in ry2020-2023. Residual NOT established: HS ry2020 (w1.5 0.4845, median +1.56pp) and HS ry2022 (0.4895, +1.49pp) carry a one-sided level shift; ry2019 sits at 0.80-0.83 for both report types.",
  "A7_verdict": "Resolved arithmetically: val_chronic_absent_{ems,hs}_all = round(100 - same-report-year grade-band chronic-absenteeism rate) (EMS: grades K-8, K-inclusive; HS: grades 9-12). Reconciliation at ±1.5pp: 0.9710/0.9740 (ry2024 EMS/HS) and 0.9665/0.9814 (ry2025). Raw-value candidates max out at 0.042 across 26 tested alignments - the prior 4-school 'matches neither year' result was an artifact of comparing the raw value instead of its complement. K-8 beats 1-8 (0.61-0.64) and PK-8 (0.67-0.70) decisively, consistent with A.19's K-inclusive observation. What the field is CALLED on the rendered page is not established from this data; only the numeric identity is.",
  "charter_summary": "Descriptive only (basis mismatch; provenance with parallel agent): pooled agreement 0.3781 (301/796) at ±1.5pp, corr 0.775, weighted served-snapshot +4.94pp; heavy two-sided tail (235 school-years beyond ±5pp) including served values of exactly 100.0 vs snapshot 8-28."
 },
 "band_basis_panels": {
  "added": "2026-06-10",
  "note": "Distribution-of-agreement panels on the ESTABLISHED basis (CENSUS.md §3/§10), TYPE-MATCHED on the v2 per-report-type artifact: diff = served grade-band rate − snapshot (pp); every report-type value a school's feed carries is compared against ITS band — EMS feed value ↔ K-8 (K-inclusive), HS feed value ↔ 9-12, same school year — and band-spanning schools (both report pages fetched 2026-06-10) contribute BOTH pairs. District schools, varname student_chronic_absent, SY 2018-19..2022-23, school-years in the §1 compared set. Bucket convention = meta.bucket_convention. worst10 = largest |diff|; our_rate is the served BAND rate (not school-wide); band_denominator is the band's contributing-student sum. Supersedes the cache-presence/EMS-preferred tie-break panels (whose shares = band_basis_test, reproduced exactly before this rewrite by recensus_both_types.py; the 8 pooled-worst10 dual-cache report-type mismatches are replaced by their type-matched pairs).",
  "diff_definition": "served band rate − snapshot, type-matched (pp)",
  "panels": {
   "pooled": {
    "n": 6964,
    "share_within_0.5pp": 0.5388,
    "share_within_1.0pp": 0.7725,
    "share_within_1.5pp": 0.8695,
    "n_within_1.5pp": 6055,
    "diff_pp": {
     "mean": 0.335,
     "median": 0.204,
     "sd": 1.078,
     "p10": -0.603,
     "p90": 1.556,
     "min": -15.023,
     "max": 12.848,
     "p1": -2.345,
     "p99": 3.749
    },
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 3,
      "-5_to_-2": 101,
      "-2_to_-1": 243,
      "within_±1": 5380,
      "+1_to_+2": 789,
      "+2_to_+5": 430,
      "above_+5": 18
     },
     "n": 6964,
     "weighted_diff_pp": 0.34,
     "mean": 0.335,
     "sd": 1.078
    },
    "worst10": [
     {
      "dbn": "09X260",
      "name": "Bronx Center for Science and Mathematics",
      "sy": "2020-21",
      "band": "9-12",
      "our_rate": 54.98,
      "snapshot_rate": 70.0,
      "band_denominator": 442.0,
      "diff": -15.02
     },
     {
      "dbn": "08X452",
      "name": "Gotham Collaborative High School",
      "sy": "2020-21",
      "band": "9-12",
      "our_rate": 39.85,
      "snapshot_rate": 27.0,
      "band_denominator": 394.0,
      "diff": 12.85
     },
     {
      "dbn": "15K447",
      "name": "The Math & Science Exploratory School",
      "sy": "2020-21",
      "band": "K-8",
      "our_rate": 11.33,
      "snapshot_rate": 2.0,
      "band_denominator": 547.0,
      "diff": 9.33
     },
     {
      "dbn": "16K898",
      "name": "The Brooklyn Green School",
      "sy": "2018-19",
      "band": "K-8",
      "our_rate": 22.64,
      "snapshot_rate": 14.0,
      "band_denominator": 53.0,
      "diff": 8.64
     },
     {
      "dbn": "18K567",
      "name": "Brooklyn Theatre Arts High School",
      "sy": "2021-22",
      "band": "9-12",
      "our_rate": 48.81,
      "snapshot_rate": 41.0,
      "band_denominator": 252.0,
      "diff": 7.81
     },
     {
      "dbn": "29Q289",
      "name": "Queens United Middle School",
      "sy": "2021-22",
      "band": "K-8",
      "our_rate": 46.76,
      "snapshot_rate": 39.0,
      "band_denominator": 139.0,
      "diff": 7.76
     },
     {
      "dbn": "16K267",
      "name": "M.S. 267 Math, Science & Technology",
      "sy": "2020-21",
      "band": "K-8",
      "our_rate": 39.19,
      "snapshot_rate": 32.0,
      "band_denominator": 148.0,
      "diff": 7.19
     },
     {
      "dbn": "07X224",
      "name": "P.S./I.S. 224",
      "sy": "2020-21",
      "band": "K-8",
      "our_rate": 54.89,
      "snapshot_rate": 48.0,
      "band_denominator": 184.0,
      "diff": 6.89
     },
     {
      "dbn": "13K301",
      "name": "Satellite East Middle School",
      "sy": "2019-20",
      "band": "K-8",
      "our_rate": 44.62,
      "snapshot_rate": 38.0,
      "band_denominator": 65.0,
      "diff": 6.62
     },
     {
      "dbn": "02M290",
      "name": "P.S. 290 Manhattan New School",
      "sy": "2020-21",
      "band": "K-8",
      "our_rate": 10.28,
      "snapshot_rate": 4.0,
      "band_denominator": 457.0,
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      "name": "Brooklyn Community High School for Excellence and",
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     },
     {
      "dbn": "17K537",
      "name": "High School for Youth and Community Development at",
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     },
     {
      "dbn": "07X670",
      "name": "Health Opportunities High School",
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      "band": "9-12",
      "our_rate": 59.29,
      "snapshot_rate": 54.0,
      "band_denominator": 393.0,
      "diff": 5.29
     },
     {
      "dbn": "18K637",
      "name": "Academy for Conservation and the Environment",
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      "snapshot_rate": 47.0,
      "band_denominator": 318.0,
      "diff": -5.18
     },
     {
      "dbn": "17K751",
      "name": "Academy for Health Careers",
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      "our_rate": 43.9,
      "snapshot_rate": 39.0,
      "band_denominator": 287.0,
      "diff": 4.9
     },
     {
      "dbn": "02M393",
      "name": "Business Of Sports School",
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     },
     {
      "dbn": "12X478",
      "name": "The Cinema School",
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      "band_denominator": 376.0,
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    ]
   },
   "2018-19_HS": {
    "n": 389,
    "share_within_0.5pp": 0.3393,
    "share_within_1.0pp": 0.6093,
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    },
    "distribution": {
     "buckets_pp": {
      "below_-5pp": 0,
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      "+1_to_+2": 74,
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      "above_+5": 0
     },
     "n": 389,
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    },
    "worst10": [
     {
      "dbn": "12X251",
      "name": "Explorations Academy H.S.",
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     },
     {
      "dbn": "10X549",
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      "our_rate": 30.42,
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      "diff": 4.42
     },
     {
      "dbn": "14K474",
      "name": "PROGRESS High School for Professional Careers",
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      "our_rate": 57.25,
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     },
     {
      "dbn": "08X530",
      "name": "Longwood Preparatory Academy",
      "sy": "2018-19",
      "band": "9-12",
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      "diff": 4.1
     },
     {
      "dbn": "29Q326",
      "name": "Cambria Heights Academy",
      "sy": "2018-19",
      "band": "9-12",
      "our_rate": 30.0,
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      "band_denominator": 300.0,
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     },
     {
      "dbn": "02M294",
      "name": "Essex Street Academy",
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      "band": "9-12",
      "our_rate": 31.16,
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     },
     {
      "dbn": "18K569",
      "name": "Kurt Hahn Expeditionary Learning School",
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      "band": "9-12",
      "our_rate": 43.53,
      "snapshot_rate": 40.0,
      "band_denominator": 317.0,
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     },
     {
      "dbn": "09X252",
      "name": "Mott Hall Bronx High School",
      "sy": "2018-19",
      "band": "9-12",
      "our_rate": 46.51,
      "snapshot_rate": 50.0,
      "band_denominator": 372.0,
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     },
     {
      "dbn": "08X561",
      "name": "Bronx Compass High School",
      "sy": "2018-19",
      "band": "9-12",
      "our_rate": 59.24,
      "snapshot_rate": 56.0,
      "band_denominator": 422.0,
      "diff": 3.24
     },
     {
      "dbn": "13K594",
      "name": "Gotham Professional Arts Academy",
      "sy": "2018-19",
      "band": "9-12",
      "our_rate": 59.24,
      "snapshot_rate": 56.0,
      "band_denominator": 184.0,
      "diff": 3.24
     }
    ]
   },
   "2019-20_HS": {
    "n": 391,
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    "share_within_1.5pp": 0.4834,
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     },
     "n": 391,
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    },
    "worst10": [
     {
      "dbn": "17K751",
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      "diff": 4.9
     },
     {
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      "name": "Business Of Sports School",
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     {
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     },
     {
      "dbn": "08X367",
      "name": "Archimedes Academy for Math, Science and Technolog",
      "sy": "2019-20",
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      "snapshot_rate": 44.0,
      "band_denominator": 342.0,
      "diff": 4.54
     },
     {
      "dbn": "19K510",
      "name": "World Academy for Total Community Health High Scho",
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      "our_rate": 49.3,
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      "diff": 4.3
     },
     {
      "dbn": "15K448",
      "name": "Brooklyn Collaborative Studies",
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      "our_rate": 42.22,
      "snapshot_rate": 38.0,
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      "diff": 4.22
     },
     {
      "dbn": "21K344",
      "name": "Rachel Carson High School for Coastal Studies",
      "sy": "2019-20",
      "band": "9-12",
      "our_rate": 46.21,
      "snapshot_rate": 42.0,
      "band_denominator": 634.0,
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     },
     {
      "dbn": "04M372",
      "name": "Esperanza Preparatory Academy",
      "sy": "2019-20",
      "band": "9-12",
      "our_rate": 42.07,
      "snapshot_rate": 38.0,
      "band_denominator": 328.0,
      "diff": 4.07
     },
     {
      "dbn": "03M307",
      "name": "Urban Assembly School for Media Studies, The",
      "sy": "2019-20",
      "band": "9-12",
      "our_rate": 56.0,
      "snapshot_rate": 52.0,
      "band_denominator": 425.0,
      "diff": 4.0
     },
     {
      "dbn": "11X542",
      "name": "Pelham Preparatory Academy",
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      "band": "9-12",
      "our_rate": 35.0,
      "snapshot_rate": 31.0,
      "band_denominator": 520.0,
      "diff": 4.0
     }
    ]
   },
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    "n": 388,
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    "share_within_1.5pp": 0.884,
    "n_within_1.5pp": 343,
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    },
    "distribution": {
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     },
     "n": 388,
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    },
    "worst10": [
     {
      "dbn": "09X260",
      "name": "Bronx Center for Science and Mathematics",
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     },
     {
      "dbn": "08X452",
      "name": "Gotham Collaborative High School",
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      "our_rate": 39.85,
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     },
     {
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      "name": "Brooklyn Community High School for Excellence and",
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     },
     {
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     {
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      "our_rate": 59.29,
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      "diff": 5.29
     },
     {
      "dbn": "12X267",
      "name": "Bronx Latin",
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      "our_rate": 35.56,
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      "diff": 4.56
     },
     {
      "dbn": "02M308",
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      "snapshot_rate": 50.0,
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      "diff": 4.25
     },
     {
      "dbn": "23K493",
      "name": "Brooklyn Collegiate: A College Board School",
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      "diff": 4.12
     },
     {
      "dbn": "10X477",
      "name": "Marble Hill High School for International Studies",
      "sy": "2020-21",
      "band": "9-12",
      "our_rate": 29.31,
      "snapshot_rate": 33.0,
      "band_denominator": 447.0,
      "diff": -3.69
     },
     {
      "dbn": "02M519",
      "name": "Talent Unlimited High School",
      "sy": "2020-21",
      "band": "9-12",
      "our_rate": 70.69,
      "snapshot_rate": 67.0,
      "band_denominator": 522.0,
      "diff": 3.69
     }
    ]
   },
   "2021-22_HS": {
    "n": 388,
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    "share_within_1.0pp": 0.3196,
    "share_within_1.5pp": 0.4974,
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    },
    "distribution": {
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      "above_+5": 1
     },
     "n": 388,
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    },
    "worst10": [
     {
      "dbn": "18K567",
      "name": "Brooklyn Theatre Arts High School",
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      "snapshot_rate": 41.0,
      "band_denominator": 252.0,
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     },
     {
      "dbn": "18K637",
      "name": "Academy for Conservation and the Environment",
      "sy": "2021-22",
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      "our_rate": 41.82,
      "snapshot_rate": 47.0,
      "band_denominator": 318.0,
      "diff": -5.18
     },
     {
      "dbn": "12X478",
      "name": "The Cinema School",
      "sy": "2021-22",
      "band": "9-12",
      "our_rate": 47.87,
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      "band_denominator": 376.0,
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     },
     {
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      "name": "Manhattan Academy For Arts & Language",
      "sy": "2021-22",
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      "snapshot_rate": 51.0,
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      "diff": 4.32
     },
     {
      "dbn": "12X388",
      "name": "Pan American International High School at Monroe",
      "sy": "2021-22",
      "band": "9-12",
      "our_rate": 51.71,
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      "band_denominator": 381.0,
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     },
     {
      "dbn": "17K531",
      "name": "School for Human Rights, The",
      "sy": "2021-22",
      "band": "9-12",
      "our_rate": 65.15,
      "snapshot_rate": 61.0,
      "band_denominator": 264.0,
      "diff": 4.15
     },
     {
      "dbn": "19K404",
      "name": "Academy for Young Writers",
      "sy": "2021-22",
      "band": "9-12",
      "our_rate": 72.05,
      "snapshot_rate": 68.0,
      "band_denominator": 390.0,
      "diff": 4.05
     },
     {
      "dbn": "28Q505",
      "name": "Hillcrest High School",
      "sy": "2021-22",
      "band": "9-12",
      "our_rate": 49.78,
      "snapshot_rate": 46.0,
      "band_denominator": 2079.0,
      "diff": 3.78
     },
     {
      "dbn": "17K546",
      "name": "High School for Public Service: Heroes of Tomorrow",
      "sy": "2021-22",
      "band": "9-12",
      "our_rate": 54.75,
      "snapshot_rate": 51.0,
      "band_denominator": 400.0,
      "diff": 3.75
     },
     {
      "dbn": "15K429",
      "name": "Digital Arts and Cinema Technology High School",
      "sy": "2021-22",
      "band": "9-12",
      "our_rate": 50.6,
      "snapshot_rate": 47.0,
      "band_denominator": 336.0,
      "diff": 3.6
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    ]
   },
   "2022-23_HS": {
    "n": 386,
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    "share_within_1.5pp": 0.9534,
    "n_within_1.5pp": 368,
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     "p99": 2.027
    },
    "distribution": {
     "buckets_pp": {
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      "within_±1": 335,
      "+1_to_+2": 32,
      "+2_to_+5": 4,
      "above_+5": 0
     },
     "n": 386,
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     "mean": 0.163,
     "sd": 0.721
    },
    "worst10": [
     {
      "dbn": "02M459",
      "name": "Manhattan International High School",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 37.74,
      "snapshot_rate": 41.0,
      "band_denominator": 310.0,
      "diff": -3.26
     },
     {
      "dbn": "27Q480",
      "name": "John Adams High School",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 36.12,
      "snapshot_rate": 39.0,
      "band_denominator": 2021.0,
      "diff": -2.88
     },
     {
      "dbn": "12X684",
      "name": "Wings Academy",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 62.82,
      "snapshot_rate": 60.0,
      "band_denominator": 234.0,
      "diff": 2.82
     },
     {
      "dbn": "02M305",
      "name": "Urban Assembly Academy of Government and Law, The",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 58.65,
      "snapshot_rate": 56.0,
      "band_denominator": 237.0,
      "diff": 2.65
     },
     {
      "dbn": "18K642",
      "name": "Urban Action Academy",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 41.46,
      "snapshot_rate": 44.0,
      "band_denominator": 123.0,
      "diff": -2.54
     },
     {
      "dbn": "28Q157",
      "name": "J.H.S. 157 Stephen A. Halsey",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 41.38,
      "snapshot_rate": 39.0,
      "band_denominator": 29.0,
      "diff": 2.38
     },
     {
      "dbn": "08X561",
      "name": "Bronx Compass High School",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 54.66,
      "snapshot_rate": 57.0,
      "band_denominator": 322.0,
      "diff": -2.34
     },
     {
      "dbn": "06M467",
      "name": "High School for Law and Public Service",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 60.26,
      "snapshot_rate": 58.0,
      "band_denominator": 380.0,
      "diff": 2.26
     },
     {
      "dbn": "18K637",
      "name": "Academy for Conservation and the Environment",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 21.99,
      "snapshot_rate": 20.0,
      "band_denominator": 423.0,
      "diff": 1.99
     },
     {
      "dbn": "04M372",
      "name": "Esperanza Preparatory Academy",
      "sy": "2022-23",
      "band": "9-12",
      "our_rate": 34.97,
      "snapshot_rate": 33.0,
      "band_denominator": 366.0,
      "diff": 1.97
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    ]
   }
  }
 },
 "decoded_2024_2025_panels": {
  "added": "2026-06-10",
  "note": "Distribution panels for the DECODED 2024/2025 renamed varnames (A.7), TYPE-MATCHED on the v2 artifact: diff = served band rate − (100 − feed value); the EMS report's val_chronic_absent_ems_all ↔ K-8 (K-inclusive), the HS report's val_chronic_absent_hs_all ↔ 9-12; sy = the same school year as the reportYear (2024 ↔ 2023-24, 2025 ↔ 2024-25). Band-spanning schools contribute both pairs. worst10 rows carry feed_value — these are exactly the schools where even the complement decode fails.",
  "diff_definition": "served band rate − (100 − feed value), type-matched (pp)",
  "panels": {
   "2024_EMS": {
    "n": 1007,
    "share_within_0.5pp": 0.8868,
    "share_within_1.0pp": 0.9613,
    "share_within_1.5pp": 0.9732,
    "n_within_1.5pp": 980,
    "diff_pp": {
     "mean": 0.06,
     "median": 0.048,
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