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          "R": 99,
          "blank": 88,
          "unmatched": 0
        },
        "combination": {
          "both_R": 76,
          "exactly_one_R": 23,
          "neither_R": 88,
          "unmatched": 0
        }
      },
      "2014": {
        "n": 187,
        "youth": {
          "R": 110,
          "blank": 77,
          "unmatched": 0
        },
        "total": {
          "R": 118,
          "blank": 69,
          "unmatched": 0
        },
        "combination": {
          "both_R": 110,
          "exactly_one_R": 8,
          "neither_R": 69,
          "unmatched": 0
        }
      },
      "2024": {
        "n": 182,
        "youth": {
          "R": 64,
          "blank": 118,
          "unmatched": 0
        },
        "total": {
          "R": 64,
          "blank": 118,
          "unmatched": 0
        },
        "combination": {
          "both_R": 64,
          "exactly_one_R": 0,
          "neither_R": 118,
          "unmatched": 0
        }
      }
    },
    "ratio_2024_by_status": {
      "both_R": {
        "n": 64,
        "ratio": {
          "n": 64,
          "mean": 2.730372968101887,
          "median": 2.4984885645854367,
          "q25": 2.222307664985437,
          "q75": 3.1584310261367827,
          "min": 1.461036095666755,
          "max": 5.9667093469910375,
          "population_sd": 0.8096443857443186
        },
        "ratio_counts": {
          "n": 64,
          "below_1": 0,
          "equal_1": 0,
          "above_1": 64,
          "equal_2": 0,
          "above_2": 54,
          "equal_3": 0,
          "above_3": 20,
          "above_1_pct": 100.0,
          "above_2_pct": 84.375,
          "above_3_pct": 31.25
        },
        "ids": null
      },
      "exactly_one_R": {
        "n": 0,
        "ratio": {
          "n": 0,
          "mean": null,
          "median": null,
          "q25": null,
          "q75": null,
          "min": null,
          "max": null,
          "population_sd": null
        },
        "ratio_counts": {
          "n": 0,
          "below_1": 0,
          "equal_1": 0,
          "above_1": 0,
          "equal_2": 0,
          "above_2": 0,
          "equal_3": 0,
          "above_3": 0,
          "above_1_pct": null,
          "above_2_pct": null,
          "above_3_pct": null
        },
        "ids": []
      },
      "neither_R": {
        "n": 118,
        "ratio": {
          "n": 118,
          "mean": 2.2947890436099,
          "median": 2.141035943068447,
          "q25": 1.7746044002813255,
          "q75": 2.5789937510409953,
          "min": 0.7611530542210021,
          "max": 7.04091120409112,
          "population_sd": 0.8792647748268138
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        "ratio_counts": {
          "n": 118,
          "below_1": 3,
          "equal_1": 0,
          "above_1": 115,
          "equal_2": 0,
          "above_2": 68,
          "equal_3": 0,
          "above_3": 18,
          "above_1_pct": 97.45762711864407,
          "above_2_pct": 57.6271186440678,
          "above_3_pct": 15.254237288135593
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        "ids": null
      },
      "unmatched": {
        "n": 0,
        "ratio": {
          "n": 0,
          "mean": null,
          "median": null,
          "q25": null,
          "q75": null,
          "min": null,
          "max": null,
          "population_sd": null
        },
        "ratio_counts": {
          "n": 0,
          "below_1": 0,
          "equal_1": 0,
          "above_1": 0,
          "equal_2": 0,
          "above_2": 0,
          "equal_3": 0,
          "above_3": 0,
          "above_1_pct": null,
          "above_2_pct": null,
          "above_3_pct": null
        },
        "ids": []
      }
    },
    "change_subset_R_in_2004_and_2024": {
      "n": 53,
      "ratio_2004": {
        "n": 53,
        "mean": 2.238752861765853,
        "median": 2.1848838929152494,
        "q25": 1.8760841483668573,
        "q75": 2.4983411397345825,
        "min": 1.2104036543301948,
        "max": 3.2867201251711324,
        "population_sd": 0.42460194257806366
      },
      "ratio_2024": {
        "n": 53,
        "mean": 2.7334294929956813,
        "median": 2.513918918918919,
        "q25": 2.2330339321357284,
        "q75": 3.1506657323055363,
        "min": 1.572,
        "max": 5.9667093469910375,
        "population_sd": 0.7344228729019111
      },
      "ratio_change": {
        "n": 53,
        "mean": 0.4946766312298283,
        "median": 0.40150083543846193,
        "q25": 0.10218612482886759,
        "q75": 0.7201668305170202,
        "min": -0.5538490623109498,
        "max": 2.923662989375143,
        "population_sd": 0.6098885036944005
      },
      "ratio_direction": {
        "increased": 46,
        "decreased": 7,
        "unchanged": 0,
        "increased_pct": 86.79245283018868,
        "decreased_pct": 13.20754716981132,
        "unchanged_pct": 0.0
      },
      "ratio_counts_2004": {
        "n": 53,
        "below_1": 0,
        "equal_1": 0,
        "above_1": 53,
        "equal_2": 0,
        "above_2": 37,
        "equal_3": 0,
        "above_3": 5,
        "above_1_pct": 100.0,
        "above_2_pct": 69.81132075471699,
        "above_3_pct": 9.433962264150944
      },
      "ratio_counts_2024": {
        "n": 53,
        "below_1": 0,
        "equal_1": 0,
        "above_1": 53,
        "equal_2": 0,
        "above_2": 47,
        "equal_3": 0,
        "above_3": 17,
        "above_1_pct": 100.0,
        "above_2_pct": 88.67924528301887,
        "above_3_pct": 32.075471698113205
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    },
    "note": "R is ILOSTAT's code labeled 'Real value'. Blank means no status code is published; it is not read as confirmed imputation."
  },
  "small_denominator_sensitivity_2024": {
    "threshold_total_rate_pct": 1.0,
    "excluded": [
      {
        "id": "BDI",
        "name": "Burundi",
        "region": "Sub-Saharan Africa",
        "youth": 1.695,
        "total": 0.915,
        "ratio": 1.8524590163934427,
        "status_youth": "blank",
        "status_total": "blank"
      },
      {
        "id": "KHM",
        "name": "Cambodia",
        "region": "East Asia & Pacific",
        "youth": 0.704,
        "total": 0.254,
        "ratio": 2.7716535433070866,
        "status_youth": "blank",
        "status_total": "blank"
      },
      {
        "id": "NER",
        "name": "Niger",
        "region": "Sub-Saharan Africa",
        "youth": 0.391,
        "total": 0.376,
        "ratio": 1.0398936170212767,
        "status_youth": "blank",
        "status_total": "blank"
      },
      {
        "id": "QAT",
        "name": "Qatar",
        "region": "Middle East, North Africa, Afghanistan & Pakistan",
        "youth": 0.573,
        "total": 0.13,
        "ratio": 4.407692307692308,
        "status_youth": "blank",
        "status_total": "blank"
      },
      {
        "id": "THA",
        "name": "Thailand",
        "region": "East Asia & Pacific",
        "youth": 4.66,
        "total": 0.781,
        "ratio": 5.9667093469910375,
        "status_youth": "R",
        "status_total": "R"
      }
    ],
    "n": 177,
    "ratio": {
      "n": 177,
      "mean": 2.426500391373355,
      "median": 2.32026955133889,
      "q25": 1.8869883934025657,
      "q75": 2.9416129032258063,
      "min": 0.7611530542210021,
      "max": 7.04091120409112,
      "population_sd": 0.8312650943615137
    },
    "geometric_mean_ratio": 2.2993541918424487,
    "ratio_counts": {
      "n": 177,
      "below_1": 3,
      "equal_1": 0,
      "above_1": 174,
      "equal_2": 0,
      "above_2": 119,
      "equal_3": 0,
      "above_3": 36,
      "above_1_pct": 98.30508474576271,
      "above_2_pct": 67.2316384180791,
      "above_3_pct": 20.338983050847457
    }
  },
  "input_rounding_sensitivity": {
    "added_after_plan": true,
    "rule": "Each published value may lie anywhere within half a unit of its last shown decimal; values shown without decimals are treated as one-decimal values because JSON drops trailing zeros. Exact rational interval arithmetic.",
    "years": {
      "2004": {
        "n": 187,
        "youth_decimals_shown": {
          "1": 3,
          "2": 19,
          "3": 165
        },
        "total_decimals_shown": {
          "1": 8,
          "2": 42,
          "3": 137
        },
        "total_at_most_one_decimal": 8,
        "thresholds": {
          "1": {
            "straddling": [],
            "above_min": 187,
            "above_max": 187
          },
          "2": {
            "straddling": [],
            "above_min": 98,
            "above_max": 98
          },
          "3": {
            "straddling": [],
            "above_min": 15,
            "above_max": 15
          }
        }
      },
      "2014": {
        "n": 187,
        "youth_decimals_shown": {
          "1": 1,
          "2": 7,
          "3": 179
        },
        "total_decimals_shown": {
          "1": 10,
          "2": 27,
          "3": 150
        },
        "total_at_most_one_decimal": 10,
        "thresholds": {
          "1": {
            "straddling": [],
            "above_min": 185,
            "above_max": 185
          },
          "2": {
            "straddling": [],
            "above_min": 121,
            "above_max": 121
          },
          "3": {
            "straddling": [
              "QAT"
            ],
            "above_min": 17,
            "above_max": 18
          }
        }
      },
      "2024": {
        "n": 182,
        "youth_decimals_shown": {
          "1": 3,
          "2": 18,
          "3": 161
        },
        "total_decimals_shown": {
          "0": 2,
          "1": 26,
          "2": 19,
          "3": 135
        },
        "total_at_most_one_decimal": 28,
        "thresholds": {
          "1": {
            "straddling": [],
            "above_min": 179,
            "above_max": 179
          },
          "2": {
            "straddling": [
              "AUT"
            ],
            "above_min": 121,
            "above_max": 122
          },
          "3": {
            "straddling": [
              "BGR",
              "NOR",
              "SVN"
            ],
            "above_min": 37,
            "above_max": 40
          }
        }
      }
    },
    "changes": {
      "2004_2014": {
        "n": 182,
        "increased_min": 132,
        "increased_max": 135,
        "direction_not_robust": [
          "GNB",
          "GUM",
          "QAT"
        ]
      },
      "2014_2024": {
        "n": 182,
        "increased_min": 119,
        "increased_max": 121,
        "direction_not_robust": [
          "CUB",
          "QAT"
        ]
      },
      "2004_2024": {
        "n": 182,
        "increased_min": 135,
        "increased_max": 137,
        "direction_not_robust": [
          "ITA",
          "NOR"
        ]
      }
    }
  },
  "method": {
    "quantiles": "Linear interpolation at zero-based position (N-1)*p, equivalent to type 7, computed exactly",
    "sd": "Population SD over the stated finite roster, denominator N",
    "arithmetic": "Published decimals; exact decimal differences, exact rational ratios and means; floats only for reporting, logarithms and square roots",
    "thresholds": "Ratio above k means youth rate > k x total rate, compared exactly; equality counted separately",
    "rank_ties": "Average ranks of exact values",
    "uncertainty": "No sampling p values or confidence intervals; subsets and exclusions are sensitivity descriptions",
    "weights": "Each economy counts once; no population or labor force weights"
  }
}
