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1# Generated by `jof250 profiles build` — do not edit by hand (see docs/DATA_DICTIONARY.md)2profile: household_behavioral_finance3ontology_version: '1.0'4built:5  timestamp: '2026-11-03T23:29:47+00:00'6  code_version: f8b9e5a-dirty7  host:8    platform: macOS-27.0-arm64-arm-64bit9    python: 3.12.1310    machine: arm6411    node: MacBookPro-de-simon-pierre-2.local12selection_rule: subfield in {household_finance, behavioral_finance} (empirical/mixed)13n_documents: 3214split: train (heldout_v1 excluded)15caveat: Observed frequencies describe what published JoF articles did in 2017–2020; they are not evidence that these choices16  are editorially superior or required.17structure:18  pages:19    n: 3220    median: 42.521    q25: 40.022    q75: 45.2523    mean: 42.46924    min: 25.025    max: 56.026    median_ci95_bootstrap:27    - 40.528    - 44.029  n_words_body:30    n: 3231    median: 10576.532    q25: 9716.533    q75: 12793.534    mean: 11042.12535    min: 6970.036    max: 15440.037    median_ci95_bootstrap:38    - 10074.66339    - 11856.740  n_words_appendix:41    n: 3242    median: 0.043    q25: 0.044    q75: 21.2545    mean: 229.15646    min: 0.047    max: 2531.048    median_ci95_bootstrap:49    - 0.050    - 10.551  abstract_words:52    n: 3253    median: 99.554    q25: 97.055    q75: 103.556    mean: 99.81257    min: 70.058    max: 114.059    median_ci95_bootstrap:60    - 98.061    - 101.562  n_sections:63    n: 3264    median: 5.065    q25: 5.066    q75: 6.2567    mean: 5.65668    min: 3.069    max: 9.070    median_ci95_bootstrap:71    - 5.072    - 6.073  n_subsections:74    n: 3275    median: 12.576    q25: 9.077    q75: 17.078    mean: 14.21979    min: 5.080    max: 46.081    median_ci95_bootstrap:82    - 11.083    - 15.084  n_paragraphs:85    n: 3286    median: 92.087    q25: 67.2588    q75: 114.089    mean: 105.15690    min: 51.091    max: 326.092    median_ci95_bootstrap:93    - 71.094    - 97.095  n_equations:96    n: 3297    median: 2.098    q25: 0.099    q75: 7.25100    mean: 5.25101    min: 0.0102    max: 27.0103    median_ci95_bootstrap:104    - 1.0105    - 6.525106  n_tables:107    n: 32108    median: 8.0109    q25: 6.0110    q75: 11.0111    mean: 9.219112    min: 4.0113    max: 24.0114    median_ci95_bootstrap:115    - 7.0116    - 10.0117  n_figures:118    n: 32119    median: 4.0120    q25: 2.0121    q75: 7.0122    mean: 4.5123    min: 0.0124    max: 10.0125    median_ci95_bootstrap:126    - 2.738127    - 7.0128  n_footnotes:129    n: 32130    median: 33.0131    q25: 28.5132    q75: 42.0133    mean: 33.844134    min: 10.0135    max: 56.0136    median_ci95_bootstrap:137    - 29.5138    - 38.0139  n_references:140    n: 32141    median: 55.5142    q25: 44.75143    q75: 68.25144    mean: 59.688145    min: 17.0146    max: 122.0147    median_ci95_bootstrap:148    - 49.737149    - 64.0150  n_citations_in_text:151    n: 32152    median: 52.5153    q25: 38.75154    q75: 66.75155    mean: 61.812156    min: 17.0157    max: 181.0158    median_ci95_bootstrap:159    - 46.737160    - 63.0161  intro_words:162    n: 32163    median: 1829.5164    q25: 1598.5165    q75: 2063.0166    mean: 1858.656167    min: 1117.0168    max: 2536.0169    median_ci95_bootstrap:170    - 1707.5171    - 2020.412172  intro_paragraphs:173    n: 32174    median: 7.0175    q25: 7.0176    q75: 10.0177    mean: 8.469178    min: 4.0179    max: 18.0180    median_ci95_bootstrap:181    - 7.0182    - 8.0183  intro_share:184    n: 32185    median: 0.172186    q25: 0.156187    q75: 0.19188    mean: 0.172189    min: 0.101190    max: 0.265191    median_ci95_bootstrap:192    - 0.161193    - 0.184194  conclusion_words:195    n: 32196    median: 410.5197    q25: 319.0198    q75: 582.25199    mean: 580.375200    min: 172.0201    max: 3986.0202    median_ci95_bootstrap:203    - 349.0204    - 516.0205  conclusion_share:206    n: 32207    median: 0.038208    q25: 0.031209    q75: 0.051210    mean: 0.056211    min: 0.014212    max: 0.406213    median_ci95_bootstrap:214    - 0.033215    - 0.046216  theory_share:217    n: 32218    median: 0.0219    q25: 0.0220    q75: 0.146221    mean: 0.071222    min: 0.0223    max: 0.413224    median_ci95_bootstrap:225    - 0.0226    - 0.073227  data_share:228    n: 32229    median: 0.052230    q25: 0.0231    q75: 0.125232    mean: 0.097233    min: 0.0234    max: 0.57235    median_ci95_bootstrap:236    - 0.016237    - 0.112238  results_share:239    n: 32240    median: 0.0241    q25: 0.0242    q75: 0.196243    mean: 0.1244    min: 0.0245    max: 0.627246    median_ci95_bootstrap:247    - 0.0248    - 0.091249  robustness_share:250    n: 32251    median: 0.0252    q25: 0.0253    q75: 0.0254    mean: 0.031255    min: 0.0256    max: 0.239257    median_ci95_bootstrap:258    - 0.0259    - 0.0260  words_per_table:261    n: 32262    median: 1345.5263    q25: 991.557264    q75: 1807.812265    mean: 1401.35266    min: 371.917267    max: 2685.8268    median_ci95_bootstrap:269    - 1061.708270    - 1688.5271  refs_per_1000_words:272    n: 32273    median: 5.161274    q25: 3.96275    q75: 6.041276    mean: 5.526277    min: 2.331278    max: 10.145279    median_ci95_bootstrap:280    - 4.728281    - 5.962282  equations_per_1000_words:283    n: 32284    median: 0.218285    q25: 0.0286    q75: 0.723287    mean: 0.43288    min: 0.0289    max: 1.81290    median_ci95_bootstrap:291    - 0.111292    - 0.604293presence:294  has_robustness_section:295    n: 32296    share: 0.219297  has_literature_section:298    n: 32299    share: 0.25300  has_appendix:301    n: 32302    share: 0.344303  has_internet_appendix:304    n: 32305    share: 0.969306by_year:307  2017:308    n: 10309    n_words_body_median: 9972.5310    n_tables_median: 7.5311  2018:312    n: 8313    n_words_body_median: 9510.5314    n_tables_median: 10.5315  2019:316    n: 8317    n_words_body_median: 10987.5318    n_tables_median: 8.0319  2020:320    n: 6321    n_words_body_median: 12413.0322    n_tables_median: 9.5323rhetoric:324  n_annotated: 32325  genre:326    n: 32327    empirical: 0.781328    mixed_theory_empirical: 0.219329  subfield:330    n: 32331    household_finance: 0.688332    behavioral_finance: 0.312333  primary_method:334    n: 32335    reduced_form_regression: 0.406336    structural_estimation: 0.125337    survey_or_experiment: 0.125338    difference_in_differences: 0.125339    natural_experiment_event_study: 0.062340    instrumental_variables: 0.062341    calibration_simulation: 0.062342    regression_discontinuity: 0.031343  abstract_moves_present:344    question:345      n: 32346      share: 0.844347    gap:348      n: 32349      share: 0.062350    method:351      n: 32352      share: 0.906353    results:354      n: 32355      share: 1.0356    magnitude:357      n: 32358      share: 0.375359    contribution:360      n: 32361      share: 0.469362  abstract_move_order_median_sentence:363    question:364      n: 27365      median: 0.0366      q25: 0.0367      q75: 0.0368      mean: 0.074369      min: 0.0370      max: 1.0371      median_ci95_bootstrap:372      - 0.0373      - 0.0374    gap:375      n: 2376      median: 1.0377      q25: 1.0378      q75: 1.0379      mean: 1.0380      min: 1.0381      max: 1.0382      median_ci95_bootstrap:383      - 1.0384      - 1.0385    method:386      n: 29387      median: 1.0388      q25: 0.0389      q75: 1.0390      mean: 1.034391      min: 0.0392      max: 3.0393      median_ci95_bootstrap:394      - 1.0395      - 1.0396    results:397      n: 32398      median: 1.0399      q25: 1.0400      q75: 2.0401      mean: 1.438402      min: 0.0403      max: 4.0404      median_ci95_bootstrap:405      - 1.0406      - 2.0407    magnitude:408      n: 12409      median: 3.0410      q25: 2.0411      q75: 3.0412      mean: 2.417413      min: 0.0414      max: 4.0415      median_ci95_bootstrap:416      - 2.0417      - 3.0418    contribution:419      n: 15420      median: 3.0421      q25: 2.0422      q75: 4.0423      mean: 2.8424      min: 0.0425      max: 5.0426      median_ci95_bootstrap:427      - 1.0428      - 4.0429  abstract_sentences:430    n: 32431    median: 5.0432    q25: 4.0433    q75: 6.0434    mean: 5.188435    min: 3.0436    max: 9.0437    median_ci95_bootstrap:438    - 5.0439    - 6.0440  magnitude_in_abstract_regex:441    n: 32442    share: 0.312443  introduction:444    paragraphs:445      n: 32446      median: 7.0447      q25: 7.0448      q75: 10.0449      mean: 8.469450      min: 4.0451      max: 18.0452      median_ci95_bootstrap:453      - 7.0454      - 8.0455    words:456      n: 32457      median: 1126.0458      q25: 993.75459      q75: 1307.25460      mean: 1154.281461      min: 653.0462      max: 1855.0463      median_ci95_bootstrap:464      - 1035.0465      - 1274.0466    contribution_paragraph_index:467      n: 30468      median: 3.5469      q25: 0.25470      q75: 6.0471      mean: 4.133472      min: 0.0473      max: 14.0474      median_ci95_bootstrap:475      - 1.0476      - 5.0477    contribution_relative_position:478      n: 30479      median: 0.464480      q25: 0.017481      q75: 0.692482      mean: 0.414483      min: 0.0484      max: 0.929485      median_ci95_bootstrap:486      - 0.133487      - 0.625488    first_move:489      n: 32490      motivation: 0.938491      tension_or_puzzle: 0.031492      other: 0.031493    move_prevalence:494      n: 32495      preview_of_results:496        share: 1.0497        median_relative_position: 0.39498      motivation:499        share: 0.969500        median_relative_position: 0.0501      preview_of_approach:502        share: 0.938503        median_relative_position: 0.25504      contribution_statement:505        share: 0.812506        median_relative_position: 0.68507      related_literature_positioning:508        share: 0.781509        median_relative_position: 0.75510      mechanism_or_theory_sketch:511        share: 0.781512        median_relative_position: 0.56513      roadmap:514        share: 0.719515        median_relative_position: 1.0516      identification_defense:517        share: 0.656518        median_relative_position: 0.47519      tension_or_puzzle:520        share: 0.562521        median_relative_position: 0.11522      literature_gap:523        share: 0.5524        median_relative_position: 0.14525      policy_or_broader_implication:526        share: 0.438527        median_relative_position: 0.73528      robustness_mention:529        share: 0.344530        median_relative_position: 0.6531      other:532        share: 0.125533        median_relative_position: 0.36534    moves_per_intro:535      n: 32536      median: 12.0537      q25: 10.0538      q75: 14.0539      mean: 12.188540      min: 8.0541      max: 20.0542      median_ci95_bootstrap:543      - 10.0544      - 13.0545    common_move_sequences:546      n: 32547      ? tension_or_puzzle > literature_gap > contribution_statement > preview_of_approach > mechanism_or_theory_sketch > identification_defense548        > preview_of_approach > identification_defense > preview_of_results > preview_of_approach > preview_of_results > policy_or_broader_implication549        > related_literature_positioning > roadmap550      : 0.031551      ? motivation > literature_gap > preview_of_results > robustness_mention > identification_defense > contribution_statement552        > mechanism_or_theory_sketch > related_literature_positioning > roadmap553      : 0.031554      ? motivation > related_literature_positioning > contribution_statement > mechanism_or_theory_sketch > motivation > preview_of_approach555        > identification_defense > preview_of_results > identification_defense > robustness_mention > policy_or_broader_implication556      : 0.031557      ? motivation > literature_gap > mechanism_or_theory_sketch > tension_or_puzzle > preview_of_approach > preview_of_results558        > policy_or_broader_implication > contribution_statement > related_literature_positioning > roadmap559      : 0.031560      ? motivation > tension_or_puzzle > contribution_statement > mechanism_or_theory_sketch > preview_of_results > identification_defense561        > preview_of_approach > preview_of_results > preview_of_approach > identification_defense > preview_of_results > policy_or_broader_implication562        > roadmap563      : 0.031564      ? motivation > literature_gap > tension_or_puzzle > preview_of_approach > preview_of_results > other > identification_defense565        > preview_of_results > contribution_statement > roadmap566      : 0.031567    roadmap_present_llm:568      n: 32569      share: 0.719570    roadmap_present_regex:571      n: 32572      share: 0.719573    literature_positioning_location:574      n: 32575      inside_introduction: 0.812576      both: 0.125577      none: 0.031578      separate_section: 0.031579    contribution_types:580      n: 66581      new_evidence: 0.485582      new_data_or_measure: 0.197583      new_identification: 0.121584      new_theory_or_model: 0.091585      resolution_of_puzzle: 0.076586      new_method: 0.03587  identification:588    causal_language_strength:589      n: 32590      median: 3.0591      q25: 3.0592      q75: 4.0593      mean: 3.219594      min: 2.0595      max: 5.0596      median_ci95_bootstrap:597      - 3.0598      - 4.0599    uses_causal_claim:600      n: 32601      share: 0.781602  results:603    economic_significance_discussed:604      n: 32605      share: 0.938606    statistical_language:607      n: 32608      unclear: 0.656609      stars_and_tstats: 0.219610      mixed: 0.094611      p_values: 0.031612    magnitude_statements_in_intro:613      n: 32614      share: 0.844615  robustness:616    location:617      n: 32618      mixed: 0.344619      within_results: 0.312620      none_seen: 0.125621      main_text_section: 0.125622      appendix: 0.062623      internet_appendix: 0.031624    types:625      n: 96626      alternative_specification: 0.26627      subsample: 0.229628      other: 0.188629      alternative_measure: 0.115630      falsification: 0.052631      placebo: 0.052632      sensitivity_to_parameters: 0.042633      ? ''634      : 0.042635  tables:636    standard_errors:637      n: 32638      unclear: 0.688639      clustered: 0.188640      robust: 0.062641      none: 0.031642      newey_west: 0.031643    units_in_notes:644      n: 32645      share: 0.812646    clustered_regex:647      n: 32648      share: 0.156649  figures:650    uncertainty_shown:651      n: 32652      unclear: 0.531653      'no': 0.156654      mixed: 0.156655      no_figures: 0.156656  conclusion:657    bounded_claims:658      n: 32659      share: 0.812660    policy_implications:661      n: 32662      share: 0.5663    open_questions:664      n: 32665      share: 0.5666  hedging:667    n: 32668    moderate: 0.938669    low: 0.062670  claims_with_stated_evidence_share:671    n: 32672    median: 1.0673    q25: 1.0674    q75: 1.0675    mean: 0.996676    min: 0.857677    max: 1.0678    median_ci95_bootstrap:679    - 1.0680    - 1.0681  llm_vs_rule_section_role_agreement:682    n: 32683    median: 0.911684    q25: 0.75685    q75: 1.0686    mean: 0.871687    min: 0.6688    max: 1.0689    median_ci95_bootstrap:690    - 0.783691    - 1.0692  llm_confidence:693    n: 32694    median: 0.8695    q25: 0.8696    q75: 0.827697    mean: 0.814698    min: 0.8699    max: 0.85700    median_ci95_bootstrap:701    - 0.8702    - 0.82703
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