{
  "sources": {
    "infra": {
      "name": "Lexique-Infra 1.11",
      "url": "https://osf.io/xenas/download",
      "metadataUrl": "https://api.osf.io/v2/files/xenas/",
      "sha256": "d3cf11506ff572918045d8ab8c72bedcdc33c91a07c317cee05ab3f6688e5c22"
    },
    "lexique": {
      "name": "Lexique 3.83",
      "url": "https://lexique.org/databases/Lexique383/Lexique383.zip",
      "sha256": "e181d132b3b0d3d87efc98d376968441b517353933011cebea5366321a6024e6"
    }
  },
  "protocol": {
    "unit": "One orthographic form with exactly one row in Lexique-Infra",
    "filter": "Letters only (Python str.isalpha), 4–20 source characters, freqlivres >=10; join Lexique383 on ortho and cgram, requiring exactly one match",
    "normalization": "Compute on original source spelling; replace oe with œ only in the displayed top 100",
    "components": {
      "mean": "Negative FreqTok_PG",
      "minimum": "Negative minfreqgraphTok_PG",
      "irregularShare": "countregTo_PG / number of dot-separated graphemes",
      "complexity": "complexmoygraph"
    },
    "percentiles": "Average one-based rank for ties, divided by selected corpus size",
    "weights": {
      "mean": 0.35,
      "minimum": 0.25,
      "irregularShare": 0.25,
      "complexity": 0.15
    },
    "score": "100 * weighted sum of component percentiles; use integer percentage weights before division to preserve ties; round only for display",
    "order": "Descending unrounded score, then descending book frequency, then source spelling",
    "correlation": "Pearson correlation of average ranks (Spearman), computed on all selected forms",
    "silentForms": "Count each grapheme at most once per form; phoneme # marks silence",
    "soundProbabilities": "Proba PG sheet, whole-word token probabilities (column G); token frequencies derive from Lexique film subtitles, not book frequency"
  },
  "sourceRows": 137824,
  "distinctForms": 121055,
  "multiEntryForms": 15117,
  "selectedForms": 4098,
  "formsWithAnySilentGrapheme": 1998,
  "percentWithAnySilentGrapheme": 48.75549048316252,
  "graphemes": [
    {
      "grapheme": "e",
      "forms": 975,
      "occurrences": 977,
      "finalForms": 967
    },
    {
      "grapheme": "es",
      "forms": 296,
      "occurrences": 296,
      "finalForms": 296
    },
    {
      "grapheme": "s",
      "forms": 262,
      "occurrences": 262,
      "finalForms": 262
    },
    {
      "grapheme": "h",
      "forms": 98,
      "occurrences": 98,
      "finalForms": 0
    },
    {
      "grapheme": "t",
      "forms": 95,
      "occurrences": 95,
      "finalForms": 95
    },
    {
      "grapheme": "ts",
      "forms": 80,
      "occurrences": 80,
      "finalForms": 80
    },
    {
      "grapheme": "ent",
      "forms": 67,
      "occurrences": 67,
      "finalForms": 67
    },
    {
      "grapheme": "x",
      "forms": 62,
      "occurrences": 62,
      "finalForms": 62
    },
    {
      "grapheme": "d",
      "forms": 32,
      "occurrences": 32,
      "finalForms": 32
    },
    {
      "grapheme": "ds",
      "forms": 17,
      "occurrences": 17,
      "finalForms": 17
    },
    {
      "grapheme": "c",
      "forms": 12,
      "occurrences": 12,
      "finalForms": 7
    },
    {
      "grapheme": "p",
      "forms": 12,
      "occurrences": 12,
      "finalForms": 8
    },
    {
      "grapheme": "ps",
      "forms": 9,
      "occurrences": 9,
      "finalForms": 9
    },
    {
      "grapheme": "g",
      "forms": 8,
      "occurrences": 8,
      "finalForms": 6
    },
    {
      "grapheme": "cs",
      "forms": 3,
      "occurrences": 3,
      "finalForms": 3
    },
    {
      "grapheme": "ct",
      "forms": 3,
      "occurrences": 3,
      "finalForms": 3
    },
    {
      "grapheme": "ls",
      "forms": 3,
      "occurrences": 3,
      "finalForms": 3
    },
    {
      "grapheme": "f",
      "forms": 2,
      "occurrences": 2,
      "finalForms": 2
    },
    {
      "grapheme": "fs",
      "forms": 2,
      "occurrences": 2,
      "finalForms": 2
    },
    {
      "grapheme": "gs",
      "forms": 2,
      "occurrences": 2,
      "finalForms": 2
    },
    {
      "grapheme": "gt",
      "forms": 2,
      "occurrences": 2,
      "finalForms": 2
    },
    {
      "grapheme": "l",
      "forms": 2,
      "occurrences": 2,
      "finalForms": 2
    },
    {
      "grapheme": "rs",
      "forms": 2,
      "occurrences": 2,
      "finalForms": 2
    },
    {
      "grapheme": "a",
      "forms": 1,
      "occurrences": 1,
      "finalForms": 0
    },
    {
      "grapheme": "b",
      "forms": 1,
      "occurrences": 1,
      "finalForms": 1
    },
    {
      "grapheme": "gts",
      "forms": 1,
      "occurrences": 1,
      "finalForms": 1
    },
    {
      "grapheme": "m",
      "forms": 1,
      "occurrences": 1,
      "finalForms": 0
    },
    {
      "grapheme": "r",
      "forms": 1,
      "occurrences": 1,
      "finalForms": 1
    },
    {
      "grapheme": "w",
      "forms": 1,
      "occurrences": 1,
      "finalForms": 1
    },
    {
      "grapheme": "ë",
      "forms": 1,
      "occurrences": 1,
      "finalForms": 1
    }
  ],
  "formsWithRepeatedSilentGrapheme": [
    "médecine",
    "promenade"
  ],
  "lengthScoreSpearman": 0.04011989438605329,
  "equalWeightsSpearman": 0.9904510593905304,
  "top20Overlap": 17,
  "lengthMedians": [
    {
      "letters": 4,
      "forms": 293,
      "median": 55.33491947291362
    },
    {
      "letters": 5,
      "forms": 523,
      "median": 51.896046852122986
    },
    {
      "letters": 6,
      "forms": 785,
      "median": 49.110541727672036
    },
    {
      "letters": 7,
      "forms": 827,
      "median": 47.92276720351391
    },
    {
      "letters": 8,
      "forms": 659,
      "median": 50.92606149341142
    },
    {
      "letters": 9,
      "forms": 456,
      "median": 52.75561249389946
    },
    {
      "letters": 10,
      "forms": 285,
      "median": 50.91874084919473
    },
    {
      "letters": 11,
      "forms": 142,
      "median": 53.5413616398243
    },
    {
      "letters": 12,
      "forms": 72,
      "median": 47.972181551976576
    },
    {
      "letters": 13,
      "forms": 36,
      "median": 48.53678623718888
    },
    {
      "letters": 14,
      "forms": 14,
      "median": 56.00811371400683
    },
    {
      "letters": 15,
      "forms": 4,
      "median": 48.567593948267444
    },
    {
      "letters": 16,
      "forms": 2,
      "median": 49.886224987798926
    }
  ],
  "sounds": [
    {
      "phoneme": "ɛ",
      "attested": 18,
      "atLeastHalfPercent": 10,
      "graphemes": [
        {
          "grapheme": "e",
          "probability": 0.36614
        },
        {
          "grapheme": "ai",
          "probability": 0.24485
        },
        {
          "grapheme": "ais",
          "probability": 0.114
        },
        {
          "grapheme": "ait",
          "probability": 0.08811
        },
        {
          "grapheme": "è",
          "probability": 0.08297
        },
        {
          "grapheme": "ê",
          "probability": 0.05509
        },
        {
          "grapheme": "ei",
          "probability": 0.01717
        },
        {
          "grapheme": "aî",
          "probability": 0.01023
        },
        {
          "grapheme": "aient",
          "probability": 0.00786
        },
        {
          "grapheme": "et",
          "probability": 0.00747
        },
        {
          "grapheme": "é",
          "probability": 0.00275
        },
        {
          "grapheme": "êt",
          "probability": 0.00252
        },
        {
          "grapheme": "ea",
          "probability": 0.00026
        },
        {
          "grapheme": "a",
          "probability": 0.00024
        },
        {
          "grapheme": "ay",
          "probability": 0.00017
        },
        {
          "grapheme": "ey",
          "probability": 0.00014
        },
        {
          "grapheme": "ë",
          "probability": 2e-05
        },
        {
          "grapheme": "eî",
          "probability": 0.0
        }
      ]
    },
    {
      "phoneme": "e",
      "attested": 15,
      "atLeastHalfPercent": 7,
      "graphemes": [
        {
          "grapheme": "é",
          "probability": 0.35943
        },
        {
          "grapheme": "e",
          "probability": 0.29939
        },
        {
          "grapheme": "er",
          "probability": 0.13135
        },
        {
          "grapheme": "ez",
          "probability": 0.10337
        },
        {
          "grapheme": "et",
          "probability": 0.083
        },
        {
          "grapheme": "ai",
          "probability": 0.01161
        },
        {
          "grapheme": "a",
          "probability": 0.00547
        },
        {
          "grapheme": "ê",
          "probability": 0.00389
        },
        {
          "grapheme": "ei",
          "probability": 0.00162
        },
        {
          "grapheme": "aî",
          "probability": 0.0008
        },
        {
          "grapheme": "oe",
          "probability": 3e-05
        },
        {
          "grapheme": "ae",
          "probability": 1e-05
        },
        {
          "grapheme": "ë",
          "probability": 1e-05
        },
        {
          "grapheme": "ey",
          "probability": 1e-05
        },
        {
          "grapheme": "ee",
          "probability": 0.0
        }
      ]
    },
    {
      "phoneme": "ɛ̃",
      "attested": 13,
      "atLeastHalfPercent": 7,
      "graphemes": [
        {
          "grapheme": "en",
          "probability": 0.44435
        },
        {
          "grapheme": "in",
          "probability": 0.2696
        },
        {
          "grapheme": "ain",
          "probability": 0.16799
        },
        {
          "grapheme": "im",
          "probability": 0.05986
        },
        {
          "grapheme": "ein",
          "probability": 0.04313
        },
        {
          "grapheme": "ym",
          "probability": 0.00644
        },
        {
          "grapheme": "aim",
          "probability": 0.00513
        },
        {
          "grapheme": "yn",
          "probability": 0.00173
        },
        {
          "grapheme": "int",
          "probability": 0.00087
        },
        {
          "grapheme": "ïn",
          "probability": 0.00078
        },
        {
          "grapheme": "ins",
          "probability": 0.00011
        },
        {
          "grapheme": "înt",
          "probability": 2e-05
        },
        {
          "grapheme": "în",
          "probability": 0.0
        }
      ]
    },
    {
      "phoneme": "œ",
      "attested": 10,
      "atLeastHalfPercent": 6,
      "graphemes": [
        {
          "grapheme": "eu",
          "probability": 0.88791
        },
        {
          "grapheme": "oeu",
          "probability": 0.05326
        },
        {
          "grapheme": "u",
          "probability": 0.02138
        },
        {
          "grapheme": "e",
          "probability": 0.01554
        },
        {
          "grapheme": "oe",
          "probability": 0.01033
        },
        {
          "grapheme": "ue",
          "probability": 0.00978
        },
        {
          "grapheme": "i",
          "probability": 0.00174
        },
        {
          "grapheme": "a",
          "probability": 6e-05
        },
        {
          "grapheme": "ea",
          "probability": 0.0
        },
        {
          "grapheme": "o",
          "probability": 0.0
        }
      ]
    },
    {
      "phoneme": "s",
      "attested": 10,
      "atLeastHalfPercent": 6,
      "graphemes": [
        {
          "grapheme": "s",
          "probability": 0.56305
        },
        {
          "grapheme": "c",
          "probability": 0.22026
        },
        {
          "grapheme": "ss",
          "probability": 0.10688
        },
        {
          "grapheme": "ç",
          "probability": 0.07307
        },
        {
          "grapheme": "t",
          "probability": 0.02937
        },
        {
          "grapheme": "sc",
          "probability": 0.0055
        },
        {
          "grapheme": "x",
          "probability": 0.00176
        },
        {
          "grapheme": "z",
          "probability": 0.0001
        },
        {
          "grapheme": "es",
          "probability": 0.0
        },
        {
          "grapheme": "sç",
          "probability": 0.0
        }
      ]
    },
    {
      "phoneme": "j",
      "attested": 10,
      "atLeastHalfPercent": 6,
      "graphemes": [
        {
          "grapheme": "i",
          "probability": 0.86083
        },
        {
          "grapheme": "ill",
          "probability": 0.0466
        },
        {
          "grapheme": "ll",
          "probability": 0.03254
        },
        {
          "grapheme": "y",
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        },
        {
          "grapheme": "il",
          "probability": 0.01802
        },
        {
          "grapheme": "l",
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        },
        {
          "grapheme": "ï",
          "probability": 0.00112
        },
        {
          "grapheme": "j",
          "probability": 5e-05
        },
        {
          "grapheme": "lli",
          "probability": 2e-05
        },
        {
          "grapheme": "li",
          "probability": 0.0
        }
      ]
    }
  ],
  "top100": [
    {
      "rank": 1,
      "form": "œufs",
      "category": "NOM",
      "frequencyBooksPerMillion": 29.8,
      "structuralIndex": 99.6
    },
    {
      "rank": 2,
      "form": "champs",
      "category": "NOM",
      "frequencyBooksPerMillion": 52.97,
      "structuralIndex": 98.1
    },
    {
      "rank": 3,
      "form": "chœur",
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      "structuralIndex": 98.0
    },
    {
      "rank": 4,
      "form": "camps",
      "category": "NOM",
      "frequencyBooksPerMillion": 21.62,
      "structuralIndex": 97.6
    },
    {
      "rank": 5,
      "form": "goûts",
      "category": "NOM",
      "frequencyBooksPerMillion": 17.03,
      "structuralIndex": 97.2
    },
    {
      "rank": 6,
      "form": "attends",
      "category": "VER",
      "frequencyBooksPerMillion": 62.57,
      "structuralIndex": 97.0
    },
    {
      "rank": 7,
      "form": "nœud",
      "category": "NOM",
      "frequencyBooksPerMillion": 14.46,
      "structuralIndex": 97.0
    },
    {
      "rank": 8,
      "form": "vœux",
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      "frequencyBooksPerMillion": 10.68,
      "structuralIndex": 97.0
    },
    {
      "rank": 9,
      "form": "cents",
      "category": "ADJ:num",
      "frequencyBooksPerMillion": 80.54,
      "structuralIndex": 96.9
    },
    {
      "rank": 10,
      "form": "laissent",
      "category": "VER",
      "frequencyBooksPerMillion": 22.3,
      "structuralIndex": 96.8
    },
    {
      "rank": 11,
      "form": "temps",
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      "frequencyBooksPerMillion": 1289.39,
      "structuralIndex": 96.8
    },
    {
      "rank": 12,
      "form": "eaux",
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      "frequencyBooksPerMillion": 42.03,
      "structuralIndex": 96.7
    },
    {
      "rank": 13,
      "form": "connaissent",
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      "frequencyBooksPerMillion": 16.89,
      "structuralIndex": 96.6
    },
    {
      "rank": 14,
      "form": "vingt",
      "category": "ADJ:num",
      "frequencyBooksPerMillion": 154.59,
      "structuralIndex": 96.5
    },
    {
      "rank": 15,
      "form": "aiment",
      "category": "VER",
      "frequencyBooksPerMillion": 26.96,
      "structuralIndex": 96.4
    },
    {
      "rank": 16,
      "form": "appellent",
      "category": "VER",
      "frequencyBooksPerMillion": 16.01,
      "structuralIndex": 96.4
    },
    {
      "rank": 17,
      "form": "oreiller",
      "category": "NOM",
      "frequencyBooksPerMillion": 26.35,
      "structuralIndex": 96.3
    },
    {
      "rank": 18,
      "form": "éveiller",
      "category": "VER",
      "frequencyBooksPerMillion": 12.16,
      "structuralIndex": 96.3
    },
    {
      "rank": 19,
      "form": "arrêt",
      "category": "NOM",
      "frequencyBooksPerMillion": 46.82,
      "structuralIndex": 96.3
    },
    {
      "rank": 20,
      "form": "scènes",
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      "frequencyBooksPerMillion": 19.66,
      "structuralIndex": 96.2
    },
    {
      "rank": 21,
      "form": "veiller",
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      "frequencyBooksPerMillion": 12.91,
      "structuralIndex": 95.9
    },
    {
      "rank": 22,
      "form": "champ",
      "category": "NOM",
      "frequencyBooksPerMillion": 51.76,
      "structuralIndex": 95.8
    },
    {
      "rank": 23,
      "form": "descends",
      "category": "VER",
      "frequencyBooksPerMillion": 12.16,
      "structuralIndex": 95.5
    },
    {
      "rank": 24,
      "form": "quais",
      "category": "NOM",
      "frequencyBooksPerMillion": 18.85,
      "structuralIndex": 95.5
    },
    {
      "rank": 25,
      "form": "commençaient",
      "category": "VER",
      "frequencyBooksPerMillion": 20.2,
      "structuralIndex": 95.4
    },
    {
      "rank": 26,
      "form": "commencent",
      "category": "VER",
      "frequencyBooksPerMillion": 13.85,
      "structuralIndex": 95.3
    },
    {
      "rank": 27,
      "form": "essayant",
      "category": "VER",
      "frequencyBooksPerMillion": 22.57,
      "structuralIndex": 95.0
    },
    {
      "rank": 28,
      "form": "essayait",
      "category": "VER",
      "frequencyBooksPerMillion": 35.81,
      "structuralIndex": 95.0
    },
    {
      "rank": 29,
      "form": "allaient",
      "category": "VER",
      "frequencyBooksPerMillion": 80.88,
      "structuralIndex": 94.8
    },
    {
      "rank": 30,
      "form": "arrêtent",
      "category": "VER",
      "frequencyBooksPerMillion": 10.81,
      "structuralIndex": 94.8
    },
    {
      "rank": 31,
      "form": "attendent",
      "category": "VER",
      "frequencyBooksPerMillion": 21.82,
      "structuralIndex": 94.8
    },
    {
      "rank": 32,
      "form": "femmes",
      "category": "NOM",
      "frequencyBooksPerMillion": 315.54,
      "structuralIndex": 94.7
    },
    {
      "rank": 33,
      "form": "accueil",
      "category": "NOM",
      "frequencyBooksPerMillion": 16.22,
      "structuralIndex": 94.6
    },
    {
      "rank": 34,
      "form": "laissaient",
      "category": "VER",
      "frequencyBooksPerMillion": 23.92,
      "structuralIndex": 94.5
    },
    {
      "rank": 35,
      "form": "descendaient",
      "category": "VER",
      "frequencyBooksPerMillion": 10.41,
      "structuralIndex": 94.5
    },
    {
      "rank": 36,
      "form": "châteaux",
      "category": "NOM",
      "frequencyBooksPerMillion": 10.74,
      "structuralIndex": 94.4
    },
    {
      "rank": 37,
      "form": "connaissaient",
      "category": "VER",
      "frequencyBooksPerMillion": 16.08,
      "structuralIndex": 94.3
    },
    {
      "rank": 38,
      "form": "annonçait",
      "category": "VER",
      "frequencyBooksPerMillion": 21.96,
      "structuralIndex": 94.1
    },
    {
      "rank": 39,
      "form": "allèrent",
      "category": "VER",
      "frequencyBooksPerMillion": 11.69,
      "structuralIndex": 94.1
    },
    {
      "rank": 40,
      "form": "aimaient",
      "category": "VER",
      "frequencyBooksPerMillion": 16.42,
      "structuralIndex": 94.0
    },
    {
      "rank": 41,
      "form": "mettent",
      "category": "VER",
      "frequencyBooksPerMillion": 23.24,
      "structuralIndex": 94.0
    },
    {
      "rank": 42,
      "form": "essayais",
      "category": "VER",
      "frequencyBooksPerMillion": 15.27,
      "structuralIndex": 94.0
    },
    {
      "rank": 43,
      "form": "commençait",
      "category": "VER",
      "frequencyBooksPerMillion": 74.66,
      "structuralIndex": 93.9
    },
    {
      "rank": 44,
      "form": "descendent",
      "category": "VER",
      "frequencyBooksPerMillion": 10.41,
      "structuralIndex": 93.7
    },
    {
      "rank": 45,
      "form": "oreilles",
      "category": "NOM",
      "frequencyBooksPerMillion": 90.68,
      "structuralIndex": 93.6
    },
    {
      "rank": 46,
      "form": "effet",
      "category": "NOM",
      "frequencyBooksPerMillion": 173.18,
      "structuralIndex": 93.6
    },
    {
      "rank": 47,
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