# Generated by `jof250 profiles build` — do not edit by hand (see docs/DATA_DICTIONARY.md)
profile: corpus_all
ontology_version: '1.0'
built:
  timestamp: '2026-11-03T22:56:41+00:00'
  code_version: feb6c9e-dirty
  host:
    platform: macOS-27.0-arm64-arm-64bit
    python: 3.12.13
    machine: arm64
    node: MacBookPro-de-simon-pierre-2.local
selection_rule: all included train documents
n_documents: 221
split: train (heldout_v1 excluded)
caveat: Observed frequencies describe what published JoF articles did in 2017–2020; they are not evidence that these choices
  are editorially superior or required.
structure:
  pages:
    n: 221
    median: 43.0
    q25: 38.0
    q75: 47.0
    mean: 42.679
    min: 1.0
    max: 67.0
    median_ci95_bootstrap:
    - 42.0
    - 44.0
  n_words_body:
    n: 221
    median: 11009.0
    q25: 10035.0
    q75: 12407.0
    mean: 11137.873
    min: 25.0
    max: 17348.0
    median_ci95_bootstrap:
    - 10813.0
    - 11256.0
  n_words_appendix:
    n: 221
    median: 0.0
    q25: 0.0
    q75: 1599.0
    mean: 934.443
    min: 0.0
    max: 9912.0
    median_ci95_bootstrap:
    - 0.0
    - 23.0
  abstract_words:
    n: 221
    median: 101.0
    q25: 96.0
    q75: 104.0
    mean: 105.385
    min: 0.0
    max: 535.0
    median_ci95_bootstrap:
    - 100.0
    - 102.0
  n_sections:
    n: 221
    median: 5.0
    q25: 5.0
    q75: 6.0
    mean: 5.475
    min: 0.0
    max: 10.0
    median_ci95_bootstrap:
    - 5.0
    - 6.0
  n_subsections:
    n: 221
    median: 14.0
    q25: 10.0
    q75: 19.0
    mean: 14.81
    min: 0.0
    max: 46.0
    median_ci95_bootstrap:
    - 13.0
    - 14.0
  n_paragraphs:
    n: 221
    median: 132.0
    q25: 89.0
    q75: 218.0
    mean: 185.118
    min: 2.0
    max: 920.0
    median_ci95_bootstrap:
    - 118.0
    - 150.525
  n_equations:
    n: 221
    median: 10.0
    q25: 4.0
    q75: 23.0
    mean: 17.62
    min: 0.0
    max: 159.0
    median_ci95_bootstrap:
    - 8.0
    - 12.0
  n_tables:
    n: 221
    median: 8.0
    q25: 6.0
    q75: 11.0
    mean: 7.76
    min: 0.0
    max: 24.0
    median_ci95_bootstrap:
    - 7.0
    - 9.0
  n_figures:
    n: 221
    median: 4.0
    q25: 2.0
    q75: 7.0
    mean: 4.362
    min: 0.0
    max: 14.0
    median_ci95_bootstrap:
    - 3.0
    - 4.0
  n_footnotes:
    n: 221
    median: 37.0
    q25: 29.0
    q75: 48.0
    mean: 40.136
    min: 1.0
    max: 148.0
    median_ci95_bootstrap:
    - 35.0
    - 39.0
  n_references:
    n: 221
    median: 52.0
    q25: 41.0
    q75: 64.0
    mean: 54.158
    min: 0.0
    max: 198.0
    median_ci95_bootstrap:
    - 49.0
    - 56.0
  n_citations_in_text:
    n: 221
    median: 55.0
    q25: 38.0
    q75: 72.0
    mean: 59.995
    min: 0.0
    max: 205.0
    median_ci95_bootstrap:
    - 50.475
    - 61.0
  intro_words:
    n: 221
    median: 1804.0
    q25: 1568.0
    q75: 2132.0
    mean: 1831.249
    min: 25.0
    max: 3245.0
    median_ci95_bootstrap:
    - 1754.0
    - 1861.3
  intro_paragraphs:
    n: 221
    median: 7.0
    q25: 6.0
    q75: 9.0
    mean: 8.344
    min: 1.0
    max: 64.0
    median_ci95_bootstrap:
    - 7.0
    - 8.0
  intro_share:
    n: 221
    median: 0.164
    q25: 0.14
    q75: 0.192
    mean: 0.174
    min: 0.071
    max: 1.0
    median_ci95_bootstrap:
    - 0.16
    - 0.172
  conclusion_words:
    n: 221
    median: 358.0
    q25: 254.0
    q75: 511.0
    mean: 454.783
    min: 0.0
    max: 3986.0
    median_ci95_bootstrap:
    - 326.0
    - 393.525
  conclusion_share:
    n: 221
    median: 0.032
    q25: 0.023
    q75: 0.046
    mean: 0.042
    min: 0.0
    max: 0.427
    median_ci95_bootstrap:
    - 0.031
    - 0.035
  theory_share:
    n: 221
    median: 0.086
    q25: 0.0
    q75: 0.251
    mean: 0.148
    min: 0.0
    max: 0.817
    median_ci95_bootstrap:
    - 0.027
    - 0.137
  data_share:
    n: 221
    median: 0.0
    q25: 0.0
    q75: 0.116
    mean: 0.071
    min: 0.0
    max: 0.57
    median_ci95_bootstrap:
    - 0.0
    - 0.056
  results_share:
    n: 221
    median: 0.0
    q25: 0.0
    q75: 0.151
    mean: 0.099
    min: 0.0
    max: 0.627
    median_ci95_bootstrap:
    - 0.0
    - 0.0
  robustness_share:
    n: 221
    median: 0.0
    q25: 0.0
    q75: 0.053
    mean: 0.04
    min: 0.0
    max: 0.344
    median_ci95_bootstrap:
    - 0.0
    - 0.0
  words_per_table:
    n: 221
    median: 1354.5
    q25: 1006.375
    q75: 2017.571
    mean: 2712.665
    min: 25.0
    max: 17169.0
    median_ci95_bootstrap:
    - 1217.333
    - 1448.333
  refs_per_1000_words:
    n: 221
    median: 4.748
    q25: 3.675
    q75: 5.905
    mean: 4.882
    min: 0.0
    max: 13.377
    median_ci95_bootstrap:
    - 4.52
    - 5.017
  equations_per_1000_words:
    n: 221
    median: 0.886
    q25: 0.338
    q75: 2.248
    mean: 1.732
    min: 0.0
    max: 23.044
    median_ci95_bootstrap:
    - 0.688
    - 1.16
presence:
  has_robustness_section:
    n: 221
    share: 0.262
  has_literature_section:
    n: 221
    share: 0.172
  has_appendix:
    n: 221
    share: 0.498
  has_internet_appendix:
    n: 221
    share: 0.887
by_year:
  2017:
    n: 51
    n_words_body_median: 10858.0
    n_tables_median: 9.0
  2018:
    n: 52
    n_words_body_median: 11474.5
    n_tables_median: 7.0
  2019:
    n: 59
    n_words_body_median: 10823.0
    n_tables_median: 8.0
  2020:
    n: 59
    n_words_body_median: 11115.0
    n_tables_median: 9.0