From 6fc7b4e762932fc2b1f84f2daf31a8ce45154b1a Mon Sep 17 00:00:00 2001 From: Ludovic Moncla <moncla.ludovic@gmail.com> Date: Fri, 9 Dec 2022 20:59:33 +0100 Subject: [PATCH] Create Normclass2graph.ipynb --- notebooks/Normclass2graph.ipynb | 2750 +++++++++++++++++++++++++++++++ 1 file changed, 2750 insertions(+) create mode 100644 notebooks/Normclass2graph.ipynb diff --git a/notebooks/Normclass2graph.ipynb b/notebooks/Normclass2graph.ipynb new file mode 100644 index 0000000..1647966 --- /dev/null +++ b/notebooks/Normclass2graph.ipynb @@ -0,0 +1,2750 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import networkx as nx" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('/Users/lmoncla/Nextcloud-LIRIS/GEODE/GEODE - Partage consortium/Corpus/EDdA/EDdA_dataset_articles.tsv',sep='\\t') " + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2908" + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(df['edda_class'].unique())" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [], + "source": [ + "df = df.drop(df.loc[(df['edda_class'] == 'unclassified') | (df['edda_class'] == 'pending') | (df['edda_class'] == '0')].index)" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2905" + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(df['edda_class'].unique())" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [], + "source": [ + "df = df.dropna(subset=['edda_class'])" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2904" + ] + }, + "execution_count": 86, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(df['edda_class'].unique())" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Grammaire', 'Ecrivains modernes', 'Calendrier Julien', ...,\n", + " 'Jeux militaires françois', 'Gravure antique sur métal',\n", + " 'Inscription | Médailles | Poésie'], dtype=object)" + ] + }, + "execution_count": 87, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "normclasses = df['edda_class'].unique()\n", + "normclasses" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "metadata": {}, + "outputs": [], + "source": [ + "df_group = df.groupby('edda_class').size()" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "edda_class\n", + "Abus des langues 1\n", + "Accord de sons 1\n", + "Acoustique 6\n", + "Agonistique 1\n", + "Agriculture 127\n", + " ... \n", + "terme usité parmi les Maréchaux 1\n", + "vaisselle d'étain 1\n", + "Ébénisterie 3\n", + "Ébénisterie | Tapisserie 1\n", + "Économie rustique 3\n", + "Length: 2904, dtype: int64" + ] + }, + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_group" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "metadata": {}, + "outputs": [], + "source": [ + "d = {}\n", + "for normclass, freq in df_group.items():\n", + " #print(normclass, freq)\n", + "\n", + " try: \n", + " n = [x.strip() for x in normclass.split('|')] # corrige le probleme du normclass 'Géographie moderne |'\n", + " \n", + " for i in range(1,len(n)):\n", + " t = (n[0],n[i])\n", + " if t not in d:\n", + " d[t] = freq\n", + " else:\n", + " d[t] += freq\n", + "\n", + " except AttributeError:\n", + " print(normclass)" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1257" + ] + }, + "execution_count": 152, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(d.keys())" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "metadata": {}, + "outputs": [], + "source": [ + "# G = nx.DiGraph(d)\n", + "# G = nx.from_dict_of_lists(d) # équivalent" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [], + "source": [ + "G = nx.DiGraph()\n", + "\n", + "for key, val in d.items():\n", + " G.add_weighted_edges_from([(key[0], key[1], val)])" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Nodes: 576, Edges: 1257\n" + ] + } + ], + "source": [ + "print(f\"Nodes: {G.number_of_nodes()}, Edges: {G.number_of_edges()}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('Agriculture', 'Economie domestique'),\n", + " ('Agriculture', 'Economie rustique'),\n", + " ('Agriculture', 'Jardinage'),\n", + " ('Economie domestique', 'Cuisine'),\n", + " ('Economie domestique', 'Diète'),\n", + " ('Economie domestique', 'Grammaire'),\n", + " ('Economie domestique', 'Maison rustique'),\n", + " ('Economie domestique', 'Serrurerie'),\n", + " ('Economie rustique', 'Agriculture'),\n", + " ('Economie rustique', 'Charronnage'),\n", + " ('Economie rustique', 'Chasse'),\n", + " ('Economie rustique', 'Commerce'),\n", + " ('Economie rustique', 'Corderie'),\n", + " ('Economie rustique', 'Jardinage'),\n", + " ('Economie rustique', 'Manufacture'),\n", + " ('Economie rustique', 'Matière médicale'),\n", + " ('Economie rustique', 'Pêche'),\n", + " ('Economie rustique', 'Taillanderie'),\n", + " ('Jardinage', 'Agriculture'),\n", + " ('Jardinage', 'Architecture'),\n", + " ('Jardinage', 'Arts'),\n", + " ('Jardinage', 'Botanique'),\n", + " ('Jardinage', 'Cuisine'),\n", + " ('Jardinage', 'Diète'),\n", + " ('Jardinage', 'Fleuriste'),\n", + " ('Jardinage', 'Histoire naturelle'),\n", + " ('Jardinage', 'Hydraulique'),\n", + " ('Jardinage', 'Physique'),\n", + " ('Jardinage', 'Tannerie'),\n", + " ('Aides', 'Finances'),\n", + " ('Finances', 'Commerce'),\n", + " ('Finances', 'Douane'),\n", + " ('Finances', 'Droit'),\n", + " ('Finances', 'Ferme du Roi'),\n", + " ('Aiguilletier', 'Bonneterie'),\n", + " ('Aiguilletier', 'Clouterie'),\n", + " ('Aiguilletier', 'Epinglerie'),\n", + " ('Aiguilletier', \"Tireur d'or\"),\n", + " ('Bonneterie', 'Bas au métier'),\n", + " ('Bonneterie', 'Peausserie'),\n", + " ('Clouterie', \"Faiseur d'aiguilles courbes\"),\n", + " ('Epinglerie', 'Aiguilletier'),\n", + " ('Epinglerie', 'Bonneterie'),\n", + " ('Alchimie', 'Chimie'),\n", + " ('Chimie', 'Alchimie'),\n", + " ('Chimie', 'Analyse végétale'),\n", + " ('Chimie', 'Arts'),\n", + " ('Chimie', 'Métiers'),\n", + " ('Chimie', 'Commerce'),\n", + " ('Chimie', 'Diète'),\n", + " ('Chimie', 'Grammaire'),\n", + " ('Chimie', 'Matière médicale'),\n", + " ('Chimie', 'Pharmacie'),\n", + " ('Chimie', 'Docimastique'),\n", + " ('Chimie', 'Histoire naturelle'),\n", + " ('Chimie', 'Histoire naturelle des drogues'),\n", + " ('Chimie', 'Minéralogie'),\n", + " ('Chimie', 'Métallurgie'),\n", + " ('Chimie', 'Matiere médicinale'),\n", + " ('Chimie', 'Monnoie'),\n", + " ('Chimie', 'Médecine'),\n", + " ('Chimie', 'Orfévrerie'),\n", + " ('Chimie', 'Méchanique'),\n", + " ('Chimie', 'Peinture'),\n", + " ('Chimie', 'Thérapeutique'),\n", + " ('Chimie', 'Physique'),\n", + " ('Chimie', 'Verrerie'),\n", + " ('Algèbre', 'Arithmétique'),\n", + " ('Algèbre', 'Géométrie'),\n", + " ('Arithmétique', 'Algèbre'),\n", + " ('Arithmétique', 'Commerce'),\n", + " ('Arithmétique', 'Géométrie'),\n", + " ('Arithmétique', 'Histoire'),\n", + " ('Géométrie', 'Algèbre'),\n", + " ('Géométrie', 'Arithmétique'),\n", + " ('Géométrie', 'Arpentage'),\n", + " ('Géométrie', 'Commerce'),\n", + " ('Géométrie', 'Astronomie'),\n", + " ('Géométrie', 'Navigation'),\n", + " ('Géométrie', 'Mathématique'),\n", + " ('Géométrie', 'Méchanique'),\n", + " ('Géométrie', 'Optique'),\n", + " ('Géométrie', 'Physique'),\n", + " ('Géométrie', 'Trigonométrie'),\n", + " ('Anatomie', 'Botanique'),\n", + " ('Anatomie', 'Chirurgie'),\n", + " ('Anatomie', 'Médecine'),\n", + " ('Anatomie', 'Orthopédie'),\n", + " ('Anatomie', 'Physiologie'),\n", + " ('Anatomie', 'Optique'),\n", + " ('Botanique', 'Agriculture'),\n", + " ('Botanique', 'Art méchanique'),\n", + " ('Botanique', 'Commerce'),\n", + " ('Botanique', 'Histoire moderne'),\n", + " ('Botanique', 'Histoire naturelle'),\n", + " ('Botanique', 'Jardinage'),\n", + " ('Botanique', 'Marine'),\n", + " ('Botanique', 'Matière médicale'),\n", + " ('Chirurgie', 'Anatomie'),\n", + " ('Chirurgie', 'Apoticaire'),\n", + " ('Chirurgie', 'Maladie des yeux'),\n", + " ('Chirurgie', 'Maréchallerie'),\n", + " ('Chirurgie', 'Matière médicale'),\n", + " ('Chirurgie', 'Matière médicale externe'),\n", + " ('Chirurgie', 'Médecine'),\n", + " ('Chirurgie', 'Morale'),\n", + " ('Chirurgie', 'Politique'),\n", + " ('Chirurgie', 'Pharmacie'),\n", + " ('Médecine', 'Anatomie'),\n", + " ('Médecine', 'Chimie'),\n", + " ('Médecine', 'Chirurgie'),\n", + " ('Médecine', 'Chirurgie oculaire'),\n", + " ('Médecine', 'Thérapeutique'),\n", + " ('Médecine', 'Divination'),\n", + " ('Médecine', 'Diète'),\n", + " ('Médecine', 'Gymnastique'),\n", + " ('Médecine', 'Matière médicale'),\n", + " ('Médecine', 'Economie animale'),\n", + " ('Médecine', 'Physiologie'),\n", + " ('Médecine', 'Séméiotique'),\n", + " ('Médecine', 'Histoire naturelle'),\n", + " ('Médecine', 'Botanique'),\n", + " ('Médecine', 'Pharmacie'),\n", + " ('Médecine', 'Hygiene'),\n", + " ('Médecine', 'Jurisprudence'),\n", + " ('Médecine', 'Maladie'),\n", + " ('Médecine', 'Maréchallerie'),\n", + " ('Médecine', 'Pathologie'),\n", + " ('Médecine', 'Commerce'),\n", + " ('Médecine', 'Cuisine'),\n", + " ('Médecine', 'Arts'),\n", + " ('Médecine', 'Traité des choses non-naturelles'),\n", + " ('Physiologie', 'Anatomie'),\n", + " ('Physiologie', 'Chirurgie'),\n", + " ('Physiologie', 'Hygiene'),\n", + " ('Physiologie', 'Médecine'),\n", + " ('Physiologie', 'Droit politique'),\n", + " ('Physiologie', 'Pathologie'),\n", + " ('Optique', 'Astronomie'),\n", + " ('Optique', 'Géométrie'),\n", + " ('Antiquité grecque', 'Antiquité de Lacédémone'),\n", + " ('Antiquité grecque', 'Antiquité romaine'),\n", + " ('Antiquité grecque', 'Antiquité égyptienne'),\n", + " ('Antiquité grecque', 'Médailles'),\n", + " ('Antiquité romaine', 'Médailles'),\n", + " ('Antiquité romaine', 'Antiquité grecque'),\n", + " ('Antiquité romaine', 'Littérature'),\n", + " ('Antiquité romaine', 'Mythologie'),\n", + " ('Antiquité égyptienne', 'Antiquité grecque'),\n", + " ('Antiquité égyptienne', 'Antiquité romaine'),\n", + " ('Médailles', 'Antiquaire'),\n", + " ('Médailles', 'Art numismatique'),\n", + " ('Médailles', 'Inscription'),\n", + " ('Médailles', 'Littérature'),\n", + " ('Médailles', 'Monnoie'),\n", + " ('Médailles', 'Monumens antiques'),\n", + " ('Antiquité phénicienne', 'Antiquité grecque et romaine'),\n", + " ('Littérature', 'Antiquité'),\n", + " ('Littérature', 'Médailles'),\n", + " ('Littérature', 'Architecture'),\n", + " ('Littérature', 'Architecture antique'),\n", + " ('Littérature', 'Art militaire'),\n", + " ('Littérature', 'Art numismatique'),\n", + " ('Littérature', 'Astronomie'),\n", + " ('Littérature', 'Botanique'),\n", + " ('Littérature', 'Chronologie'),\n", + " ('Littérature', 'Géographie'),\n", + " ('Littérature', 'Histoire ancienne'),\n", + " ('Littérature', 'Histoire des arts'),\n", + " ('Littérature', 'Histoire militaire'),\n", + " ('Littérature', 'Histoire romaine'),\n", + " ('Littérature', 'Histoire'),\n", + " ('Littérature', 'Morale'),\n", + " ('Littérature', 'Librairie'),\n", + " ('Littérature', 'Musique'),\n", + " ('Littérature', 'Peinture'),\n", + " ('Littérature', 'Mythologie'),\n", + " ('Littérature', 'Poésie'),\n", + " ('Littérature', 'Poésie dramatique'),\n", + " ('Littérature', 'Poésie grecque'),\n", + " ('Littérature', 'Poésie latine'),\n", + " ('Littérature', 'Théatre des Grecs'),\n", + " ('Mythologie', 'Antiquité romaine'),\n", + " ('Mythologie', 'Cultes'),\n", + " ('Mythologie', 'Divination'),\n", + " ('Mythologie', 'Gymnastique'),\n", + " ('Mythologie', 'Géographie'),\n", + " ('Mythologie', 'Géographie ancienne'),\n", + " ('Mythologie', 'Histoire ancienne'),\n", + " ('Mythologie', 'Iconologie'),\n", + " ('Mythologie', 'Poésie'),\n", + " ('Mythologie', 'Sculpture'),\n", + " ('Mythologie', 'Littérature'),\n", + " ('Mythologie', 'Antiquité'),\n", + " ('Mythologie', 'Histoire'),\n", + " ('Mythologie', 'Iconographie'),\n", + " ('Mythologie', 'Inscription'),\n", + " ('Mythologie', 'Médailles'),\n", + " ('Mythologie', 'Monumens'),\n", + " ('Mythologie', 'Inscriptions'),\n", + " ('Mythologie', 'Pierres gravées'),\n", + " ('Antiquité', 'Architecture egyptienne'),\n", + " ('Antiquité', 'Arts'),\n", + " ('Antiquité', 'Commerce'),\n", + " ('Antiquité', 'Histoire'),\n", + " ('Antiquité', 'Inscription'),\n", + " ('Antiquité', 'Mythologie'),\n", + " ('Antiquité', 'Littérature'),\n", + " ('Antiquité', 'Médecine'),\n", + " ('Antiquité', 'Médailles'),\n", + " ('Antiquité', 'Théatre'),\n", + " ('Antiquité', 'gymnastique'),\n", + " ('Arts', 'Chimie'),\n", + " ('Arts', 'Commerce'),\n", + " ('Arts', 'Manufacture'),\n", + " ('Arts', 'Politique'),\n", + " ('Arts', 'Littérature'),\n", + " ('Arts', 'Littérature antique'),\n", + " ('Arts', 'Métiers'),\n", + " ('Arts', 'Raison'),\n", + " ('Arts', 'Philosophie'),\n", + " ('Arts', 'Métaphysique'),\n", + " ('Arts', 'Science'),\n", + " ('Commerce', 'Agriculture'),\n", + " ('Commerce', 'Art méchanique'),\n", + " ('Commerce', 'Arts'),\n", + " ('Commerce', 'Billets de change'),\n", + " ('Commerce', 'Lettres de change'),\n", + " ('Commerce', 'Charcuiterie'),\n", + " ('Commerce', 'Chimie'),\n", + " ('Commerce', 'Botanique exotique'),\n", + " ('Commerce', 'Conchyliographie'),\n", + " ('Commerce', 'Douane'),\n", + " ('Commerce', 'Draperie'),\n", + " ('Commerce', 'Droit politique'),\n", + " ('Commerce', 'Dérailleurs'),\n", + " ('Commerce', 'Exploitation des bois'),\n", + " ('Commerce', 'Fabrique'),\n", + " ('Commerce', 'Finances'),\n", + " ('Commerce', 'Grammaire'),\n", + " ('Commerce', 'Jurisprudence'),\n", + " ('Commerce', 'Synonymes'),\n", + " ('Commerce', 'Histoire moderne'),\n", + " ('Commerce', \"Histoire moderne d'Angleterre\"),\n", + " ('Commerce', 'Histoire naturelle'),\n", + " ('Commerce', 'Manufacture'),\n", + " ('Commerce', 'Marchands'),\n", + " ('Commerce', 'Marine'),\n", + " ('Commerce', 'Mathématique'),\n", + " ('Commerce', 'Mesure'),\n", + " ('Commerce', 'Monnoie'),\n", + " ('Commerce', 'Monnoie étrangere'),\n", + " ('Commerce', 'Police'),\n", + " ('Commerce', 'Politique'),\n", + " ('Commerce', 'Pêche'),\n", + " ('Commerce', 'Reddition de compte'),\n", + " ('Commerce', 'Roulage'),\n", + " ('Commerce', 'Teneurs de livres'),\n", + " ('Commerce', 'Terme de riviere'),\n", + " ('Commerce', 'Tisseranderie'),\n", + " ('Commerce', 'Voiturier'),\n", + " ('Histoire', 'Apologue'),\n", + " ('Histoire', 'Epopée'),\n", + " ('Histoire', 'Oraison'),\n", + " ('Histoire', 'Architecture'),\n", + " ('Histoire', 'Architecture ancienne'),\n", + " ('Histoire', 'Art militaire'),\n", + " ('Histoire', 'Arts'),\n", + " ('Histoire', 'Astronomie'),\n", + " ('Histoire', 'Belles-Lettres'),\n", + " ('Histoire', 'Botanique'),\n", + " ('Histoire', 'Médecine'),\n", + " ('Histoire', 'Chronologie'),\n", + " ('Histoire', 'Commerce'),\n", + " ('Histoire', 'Critique sacrée'),\n", + " ('Histoire', 'Cultes'),\n", + " ('Histoire', 'Discipline ecclésiastique'),\n", + " ('Histoire', 'Droit des Barbares'),\n", + " ('Histoire', 'Droit ecclésiastique'),\n", + " ('Histoire', 'Droit politique'),\n", + " ('Histoire', 'Droit public'),\n", + " ('Histoire', 'Droit public Germanique'),\n", + " ('Histoire', 'Droit romain'),\n", + " ('Histoire', 'Economie rustique'),\n", + " ('Histoire', 'Gouvernement de Rome'),\n", + " ('Histoire', 'Grammaire'),\n", + " ('Histoire', 'Généalogie'),\n", + " ('Histoire', 'Géographie'),\n", + " ('Histoire', 'Géographie ancienne'),\n", + " ('Histoire', 'Géographie moderne'),\n", + " ('Histoire', 'Hiérarchie ecclésiastique'),\n", + " ('Histoire', 'Jurisprudence'),\n", + " ('Histoire', 'Finances'),\n", + " ('Histoire', 'Littérature'),\n", + " ('Histoire', 'Logique'),\n", + " ('Histoire', 'Théologie'),\n", + " ('Histoire', 'Marine ancienne'),\n", + " ('Histoire', 'Morale'),\n", + " ('Histoire', 'Mythologie'),\n", + " ('Histoire', 'Méchanique'),\n", + " ('Histoire', 'Navigation'),\n", + " ('Histoire', 'Philosophie'),\n", + " ('Histoire', 'Politique'),\n", + " ('Histoire', 'Religion ancienne et moderne'),\n", + " ('Histoire', 'Superstition'),\n", + " ('Inscription', 'Médailles'),\n", + " ('Inscription', 'Poésie'),\n", + " ('Architecture ancienne', 'Architecture moderne'),\n", + " ('Architecture antique et romaine', 'Inscription'),\n", + " ('Architecture antique', 'Architecture moderne'),\n", + " ('Architecture civile', 'Architecture militaire'),\n", + " ('Architecture', 'Antiquité grecque'),\n", + " ('Architecture', 'Antiquité égyptienne'),\n", + " ('Architecture', 'Charpenterie'),\n", + " ('Architecture', 'Commerce'),\n", + " ('Architecture', 'Coupe de pierres'),\n", + " ('Architecture', 'Coupe des pierres'),\n", + " ('Architecture', 'Economie rustique'),\n", + " ('Architecture', 'Méchanique'),\n", + " ('Architecture', 'Histoire'),\n", + " ('Architecture', 'Hydraulique'),\n", + " ('Architecture', 'Maçonnerie'),\n", + " ('Architecture', 'Jardinage'),\n", + " ('Architecture', 'Littérature'),\n", + " ('Architecture', 'Menuiserie'),\n", + " ('Architecture', 'Peinture'),\n", + " ('Architecture', 'Sculpture'),\n", + " ('Architecture', 'Physique'),\n", + " ('Architecture', 'Serrurerie'),\n", + " ('Charpenterie', 'Art méchanique'),\n", + " ('Charpenterie', 'Marbrier'),\n", + " ('Charpenterie', 'Tailleurs de pierre'),\n", + " ('Charpenterie', 'Marine'),\n", + " ('Charpenterie', 'Maçonnerie'),\n", + " ('Charpenterie', 'Menuiserie'),\n", + " ('Coupe des pierres', 'Architecture'),\n", + " ('Méchanique', 'Géométrie'),\n", + " ('Méchanique', 'Horlogerie'),\n", + " ('Méchanique', 'Ouvriers en métaux'),\n", + " ('Méchanique', 'Physique'),\n", + " ('Hydraulique', 'Pneumatique'),\n", + " ('Maçonnerie', 'Architecture'),\n", + " ('Maçonnerie', 'Coupe des pierres'),\n", + " ('Maçonnerie', 'Jardinage'),\n", + " ('Maçonnerie', 'Paveur'),\n", + " ('Menuiserie', 'Architecture'),\n", + " ('Menuiserie', 'Charpenterie'),\n", + " ('Menuiserie', 'Ouvriers en bois'),\n", + " ('Menuiserie', 'Tabletterie'),\n", + " ('Menuiserie', 'Sciage'),\n", + " ('Menuiserie', 'Taillanderie'),\n", + " ('Menuiserie', 'Serrurerie'),\n", + " ('Menuiserie', 'Tourneur'),\n", + " ('Menuiserie', 'Orfévrerie'),\n", + " ('Menuiserie', 'Sculpture'),\n", + " ('Peinture', 'Architecture'),\n", + " ('Peinture', 'Belles-Lettres'),\n", + " ('Peinture', 'Chimie'),\n", + " ('Peinture', 'Dessein'),\n", + " ('Peinture', 'Doreur'),\n", + " ('Peinture', 'Graveur'),\n", + " ('Peinture', 'Haute-lisserie'),\n", + " ('Peinture', 'Marquetterie'),\n", + " ('Peinture', 'Histoire naturelle'),\n", + " ('Peinture', 'Minéralogie'),\n", + " ('Peinture', 'Relieur'),\n", + " ('Peinture', 'Sculpture'),\n", + " ('Peinture', 'Littérature'),\n", + " ('Peinture', 'Tapisserie'),\n", + " ('Peinture', 'Teinture'),\n", + " ('Sculpture', 'Architecture décorative'),\n", + " ('Sculpture', 'Dessein'),\n", + " ('Sculpture', 'Peinture'),\n", + " ('Sculpture', 'Arts'),\n", + " ('Sculpture', 'Marbrier'),\n", + " ('Sculpture', 'Stuccateur'),\n", + " ('Sculpture', 'Tailleur de pierres'),\n", + " ('Physique', 'Astronomie'),\n", + " ('Physique', 'Chimie'),\n", + " ('Physique', 'Arts'),\n", + " ('Physique', 'Chirurgie'),\n", + " ('Physique', 'Grammaire'),\n", + " ('Physique', 'Médecine'),\n", + " ('Physique', 'Géographie'),\n", + " ('Physique', 'Géométrie'),\n", + " ('Physique', 'Histoire naturelle'),\n", + " ('Physique', 'Hydrodynamique'),\n", + " ('Physique', 'Hydrographie'),\n", + " ('Physique', 'Marine'),\n", + " ('Physique', 'Mathématique'),\n", + " ('Physique', 'Morale'),\n", + " ('Physique', 'Politique'),\n", + " ('Physique', 'Musique'),\n", + " ('Physique', 'Mécanique'),\n", + " ('Physique', 'Méchanique'),\n", + " ('Physique', 'Métaphysique'),\n", + " ('Physique', 'Navigation'),\n", + " ('Physique', 'Optique'),\n", + " ('Physique', 'Physiologie'),\n", + " ('Serrurerie', 'Architecture'),\n", + " ('Serrurerie', 'Argenteur'),\n", + " ('Serrurerie', 'Doreur'),\n", + " ('Serrurerie', 'Fonderie'),\n", + " ('Serrurerie', 'Charpenterie'),\n", + " ('Serrurerie', 'Clouterie'),\n", + " ('Serrurerie', 'Taillanderie'),\n", + " ('Serrurerie', \"Fabricant d'instruments de Mathématiques\"),\n", + " ('Serrurerie', 'Tourneur'),\n", + " ('Serrurerie', 'Horlogerie'),\n", + " ('Serrurerie', 'Maçonnerie'),\n", + " ('Serrurerie', 'Ouvriers en fer'),\n", + " ('Serrurerie', 'Coutellerie'),\n", + " ('Serrurerie', 'Orfévrerie'),\n", + " ('Serrurerie', 'Cordonnerie'),\n", + " ('Armurerie', 'Coutellerie'),\n", + " ('Armurerie', 'Serrurerie'),\n", + " ('Armurerie', 'Ouvriers en fer'),\n", + " ('Coutellerie', 'Serrurerie'),\n", + " ('Coutellerie', 'Ouvriers en fer'),\n", + " ('Coutellerie', 'Taillanderie'),\n", + " ('Ouvriers en fer', 'Ouvriers en acier'),\n", + " ('Art militaire', 'Art politique'),\n", + " ('Art militaire', 'Artillerie'),\n", + " ('Art militaire', 'Fortifications'),\n", + " ('Art militaire', 'Grammaire'),\n", + " ('Art militaire', 'Synonymes'),\n", + " ('Art militaire', 'Histoire'),\n", + " ('Art militaire', 'Histoire ancienne'),\n", + " ('Art militaire', 'Histoire moderne'),\n", + " ('Art militaire', 'Marine'),\n", + " ('Art militaire', 'Pyrotechnique'),\n", + " ('Artillerie', 'Fonderie'),\n", + " ('Artillerie', 'Fortifications'),\n", + " ('Fortifications', 'Art militaire'),\n", + " ('Fortifications', 'Guerre des siéges'),\n", + " ('Grammaire', 'Agriculture'),\n", + " ('Grammaire', 'Anatomie'),\n", + " ('Grammaire', 'Antiquité grecque'),\n", + " ('Grammaire', 'Architecture'),\n", + " ('Grammaire', 'Arithmétique'),\n", + " ('Grammaire', 'Art militaire'),\n", + " ('Grammaire', 'Art méchanique'),\n", + " ('Grammaire', 'Art oratoire'),\n", + " ('Grammaire', 'Art étymologique'),\n", + " ('Grammaire', 'Arts'),\n", + " ('Grammaire', 'Métiers'),\n", + " ('Grammaire', 'Belles-Lettres'),\n", + " ('Grammaire', 'Blason'),\n", + " ('Grammaire', 'Botanique'),\n", + " ('Grammaire', 'Boucherie'),\n", + " ('Grammaire', 'Calendrier'),\n", + " ('Grammaire', 'Charpenterie'),\n", + " ('Grammaire', 'Maçonnerie'),\n", + " ('Grammaire', 'Chimie'),\n", + " ('Grammaire', 'Chirurgie'),\n", + " ('Grammaire', 'Commerce'),\n", + " ('Grammaire', 'Commerce ancien'),\n", + " ('Grammaire', 'Jeu'),\n", + " ('Grammaire', 'Couvreur'),\n", + " ('Grammaire', 'Critique sacrée'),\n", + " ('Grammaire', 'Cuisine'),\n", + " ('Grammaire', 'Dessein'),\n", + " ('Grammaire', 'Littérature'),\n", + " ('Grammaire', 'Peinture'),\n", + " ('Grammaire', 'Divination'),\n", + " ('Grammaire', 'Economie domestique'),\n", + " ('Grammaire', 'Economie rustique'),\n", + " ('Grammaire', 'Eloquence'),\n", + " ('Grammaire', 'Escrime'),\n", + " ('Grammaire', 'Finances'),\n", + " ('Grammaire', 'Gouvernement'),\n", + " ('Grammaire', 'Politique'),\n", + " ('Grammaire', 'Grammaire grecque'),\n", + " ('Grammaire', 'Gravure'),\n", + " ('Grammaire', \"Manufacture d'étoffes\"),\n", + " ('Grammaire', 'Géométrie'),\n", + " ('Grammaire', 'Physique'),\n", + " ('Grammaire', 'Histoire'),\n", + " ('Grammaire', 'Histoire ancienne'),\n", + " ('Grammaire', 'Histoire ancienne ecclésiastique'),\n", + " ('Grammaire', 'Histoire moderne'),\n", + " ('Grammaire', \"Histoire de l'idolâtrie\"),\n", + " ('Grammaire', 'Histoire ecclésiastique'),\n", + " ('Grammaire', 'Mythologie'),\n", + " ('Grammaire', 'Droit public'),\n", + " ('Grammaire', 'Histoire naturelle'),\n", + " ('Grammaire', 'Lithologie'),\n", + " ('Grammaire', 'Jurisprudence'),\n", + " ('Grammaire', 'Imprimerie'),\n", + " ('Grammaire', 'Jardinage'),\n", + " ('Grammaire', 'Joaillerie'),\n", + " ('Grammaire', 'Jurisprudence ecclésiastique'),\n", + " ('Grammaire', 'Morale'),\n", + " ('Grammaire', 'Philosophie'),\n", + " ('Grammaire', 'Liturgie'),\n", + " ('Grammaire', 'Logique'),\n", + " ('Grammaire', 'Manège'),\n", + " ('Grammaire', 'Marine'),\n", + " ('Grammaire', 'Maréchallerie'),\n", + " ('Grammaire', 'Mathématique'),\n", + " ('Grammaire', 'Mathématiques pures'),\n", + " ('Grammaire', 'Menuiserie'),\n", + " ('Grammaire', 'Mode'),\n", + " ('Grammaire', 'Médecine'),\n", + " ('Grammaire', 'Métaphysique'),\n", + " ('Grammaire', 'Origine des langues'),\n", + " ('Grammaire', 'Ourdissage'),\n", + " ('Grammaire', 'Sculpture'),\n", + " ('Grammaire', 'Pharmacie'),\n", + " ('Grammaire', 'Philosophie morale'),\n", + " ('Grammaire', 'Philosophie scholastique'),\n", + " ('Grammaire', 'Physiologie'),\n", + " ('Grammaire', 'Teinture'),\n", + " ('Grammaire', 'Poésie'),\n", + " ('Grammaire', 'Prosodie'),\n", + " ('Grammaire', 'Pêche'),\n", + " ('Grammaire', 'Rhétorique'),\n", + " ('Grammaire', 'Synonymes'),\n", + " ('Grammaire', 'Syntaxe'),\n", + " ('Grammaire', 'Tailleur'),\n", + " ('Grammaire', 'Théologie'),\n", + " ('Grammaire', 'Verbe'),\n", + " ('Grammaire', 'Vénerie'),\n", + " ('Grammaire', 'École'),\n", + " ('Synonymes', 'Grammaire'),\n", + " ('Synonymes', 'Géographie'),\n", + " ('Histoire ancienne', 'Antiquité'),\n", + " ('Histoire ancienne', 'Architecture'),\n", + " ('Histoire ancienne', 'Arme défensive des anciens'),\n", + " ('Histoire ancienne', 'Art militaire'),\n", + " ('Histoire ancienne', 'Belles-Lettres'),\n", + " ('Histoire ancienne', 'Botanique'),\n", + " ('Histoire ancienne', 'Botanique exotique'),\n", + " ('Histoire ancienne', 'Chronologie'),\n", + " ('Histoire ancienne', 'Divination'),\n", + " ('Histoire ancienne', 'Economie domestique'),\n", + " ('Histoire ancienne', 'Grammaire'),\n", + " ('Histoire ancienne', 'Arts'),\n", + " ('Histoire ancienne', 'Gymnastique'),\n", + " ('Histoire ancienne', 'Géographie'),\n", + " ('Histoire ancienne', 'Histoire de la philosophie'),\n", + " ('Histoire ancienne', 'Histoire moderne'),\n", + " ('Histoire ancienne', 'Jurisprudence'),\n", + " ('Histoire ancienne', 'Morale'),\n", + " ('Histoire ancienne', 'Méchanique'),\n", + " ('Histoire ancienne', 'Fonderie'),\n", + " ('Histoire ancienne', 'Médailles'),\n", + " ('Histoire ancienne', 'Médecine'),\n", + " ('Histoire ancienne', 'Histoire sacrée'),\n", + " ('Histoire ancienne', 'Hydrographie'),\n", + " ('Histoire ancienne', 'Ichtiologie'),\n", + " ('Histoire ancienne', 'Littérature'),\n", + " ('Histoire ancienne', 'Lutherie'),\n", + " ('Histoire ancienne', 'Musique'),\n", + " ('Histoire ancienne', 'Mythologie'),\n", + " ('Histoire ancienne', 'Navigation'),\n", + " ('Histoire ancienne', 'Pharmacie'),\n", + " ('Histoire ancienne', 'Philologie'),\n", + " ('Histoire ancienne', 'Politique'),\n", + " ('Histoire ancienne', 'Théologie'),\n", + " ('Histoire moderne', 'Art militaire'),\n", + " ('Histoire moderne', 'Art méchanique'),\n", + " ('Histoire moderne', 'Botanique'),\n", + " ('Histoire moderne', 'Chronologie'),\n", + " ('Histoire moderne', 'Commerce'),\n", + " ('Histoire moderne', 'Cultes'),\n", + " ('Histoire moderne', 'Diète'),\n", + " ('Histoire moderne', 'Droit canonique'),\n", + " ('Histoire moderne', 'Droit politique'),\n", + " ('Histoire moderne', 'Droit public'),\n", + " ('Histoire moderne', 'Economie'),\n", + " ('Histoire moderne', 'Economie politique'),\n", + " ('Histoire moderne', 'Géographie'),\n", + " ('Histoire moderne', 'Histoire ancienne'),\n", + " ('Histoire moderne', 'Belles-Lettres'),\n", + " ('Histoire moderne', 'Histoire sacrée'),\n", + " ('Histoire moderne', 'Histoire profane'),\n", + " ('Histoire moderne', 'Jurisprudence'),\n", + " ('Histoire moderne', 'Théologie'),\n", + " ('Histoire moderne', 'Histoire ecclésiastique'),\n", + " ('Histoire moderne', 'Jeux'),\n", + " ('Histoire moderne', 'Marine'),\n", + " ('Histoire moderne', 'Moeurs'),\n", + " ('Histoire moderne', 'Monnoyage'),\n", + " ('Histoire moderne', 'Musique'),\n", + " ('Histoire moderne', 'Mythologie'),\n", + " ('Histoire moderne', 'Peinture'),\n", + " ('Histoire moderne', 'Philosophie'),\n", + " ('Histoire moderne', 'Politique'),\n", + " ('Histoire moderne', 'Religion'),\n", + " ('Histoire moderne', 'Superstition'),\n", + " ('Histoire moderne', 'Terme de relation'),\n", + " ('Histoire moderne', 'Voyages'),\n", + " ('Marine', 'Architecture navale'),\n", + " ('Marine', 'Commerce'),\n", + " ('Marine', 'Corderie'),\n", + " ('Marine', 'Littérature'),\n", + " ('Marine', 'Mécanique'),\n", + " ('Marine', 'Physique'),\n", + " ('Marine', 'Pêche'),\n", + " ('Marine', 'Riviere'),\n", + " ('Marine', 'Terme de riviere'),\n", + " ('Art méchanique', 'Chamoiseur'),\n", + " ('Art méchanique', 'Chasse'),\n", + " ('Art méchanique', 'Commerce'),\n", + " ('Art méchanique', 'Grammaire'),\n", + " ('Art méchanique', 'Histoire naturelle'),\n", + " ('Art méchanique', 'Hydraulique'),\n", + " ('Art méchanique', 'Menuiserie'),\n", + " ('Chamoiseur', 'Mégisserie'),\n", + " ('Chamoiseur', 'Pelletier'),\n", + " ('Chamoiseur', 'pending'),\n", + " ('Chasse', 'Chauderonnerie'),\n", + " ('Chasse', 'Economie rustique'),\n", + " ('Chasse', 'Fauconnerie'),\n", + " ('Chasse', 'Pêche'),\n", + " ('Histoire naturelle', 'Art'),\n", + " ('Histoire naturelle', 'Botanique'),\n", + " ('Histoire naturelle', 'Botanique ancienne'),\n", + " ('Histoire naturelle', 'Botanique des Arabes'),\n", + " ('Histoire naturelle', 'Botanique exotique'),\n", + " ('Histoire naturelle', 'Botanique moderne'),\n", + " ('Histoire naturelle', 'Chimie'),\n", + " ('Histoire naturelle', 'Economie rustique'),\n", + " ('Histoire naturelle', 'Jardinage'),\n", + " ('Histoire naturelle', 'Matière médicale'),\n", + " ('Histoire naturelle', 'Botanique. Terme de relation'),\n", + " ('Histoire naturelle', 'Chasse'),\n", + " ('Histoire naturelle', 'Médecine'),\n", + " ('Histoire naturelle', 'Métallurgie'),\n", + " ('Histoire naturelle', 'Minéralogie'),\n", + " ('Histoire naturelle', 'Commerce'),\n", + " ('Histoire naturelle', 'Conchyliologie'),\n", + " ('Histoire naturelle', 'Cuisine'),\n", + " ('Histoire naturelle', 'Distillation'),\n", + " ('Histoire naturelle', 'Diète'),\n", + " ('Histoire naturelle', 'Eaux minérales'),\n", + " ('Histoire naturelle', 'Economie'),\n", + " ('Histoire naturelle', 'Mythologie'),\n", + " ('Histoire naturelle', 'Fossiles'),\n", + " ('Histoire naturelle', 'Fossileses'),\n", + " ('Histoire naturelle', 'Géographie'),\n", + " ('Histoire naturelle', 'Ichthiologie'),\n", + " ('Histoire naturelle', 'Ichtiologie'),\n", + " ('Histoire naturelle', 'Insectologie'),\n", + " ('Histoire naturelle', 'Insectologie aquatique'),\n", + " ('Histoire naturelle', 'Insectologie exotique'),\n", + " ('Histoire naturelle', 'Lithologie'),\n", + " ('Histoire naturelle', 'Littérature'),\n", + " ('Histoire naturelle', 'Manège'),\n", + " ('Histoire naturelle', 'Maréchallerie'),\n", + " ('Histoire naturelle', 'Minéralogie ancienne'),\n", + " ('Histoire naturelle', 'Arts'),\n", + " ('Histoire naturelle', 'Chimie métallique'),\n", + " ('Histoire naturelle', 'Pharmacie'),\n", + " ('Histoire naturelle', 'Physique'),\n", + " ('Histoire naturelle', 'Minéralogie. Agriculture'),\n", + " ('Histoire naturelle', 'Médecine pratique'),\n", + " ('Histoire naturelle', 'Chirurgie'),\n", + " ('Histoire naturelle', 'Navigation'),\n", + " ('Histoire naturelle', 'Ophiologie'),\n", + " ('Histoire naturelle', 'Ornithologie'),\n", + " ('Histoire naturelle', 'Ornithologie exotique'),\n", + " ('Histoire naturelle', 'Peinture'),\n", + " ('Histoire naturelle', 'Pêche'),\n", + " ('Histoire naturelle', 'Superstition'),\n", + " ('Histoire naturelle', 'Vénerie'),\n", + " ('Histoire naturelle', 'Zoologie'),\n", + " ('Histoire naturelle', 'Zoologie ancienne'),\n", + " ('Histoire naturelle', 'Zoologie exotique'),\n", + " ('Histoire naturelle', 'Zoologie quadrupede'),\n", + " ('Art oratoire', 'Poésie'),\n", + " ('Art oratoire', 'Rhétorique'),\n", + " ('Poésie', 'Art oratoire'),\n", + " ('Poésie', 'Mythologie'),\n", + " ('Poésie', 'Littérature'),\n", + " ('Poésie', 'Rhétorique'),\n", + " ('Rhétorique', 'Eloquence'),\n", + " ('Rhétorique', 'Grammaire'),\n", + " ('Rhétorique', 'Logique'),\n", + " ('Rhétorique', 'Poésie'),\n", + " ('Rhétorique', 'Poétique'),\n", + " ('Artificier', 'Art militaire'),\n", + " ('Artificier', 'Artillerie'),\n", + " ('Fonderie', 'Art méchanique'),\n", + " ('Fonderie', 'Poterie'),\n", + " ('Arts libéraux', 'Architecture'),\n", + " ('Arts libéraux', 'Peinture'),\n", + " ('Arts libéraux', 'Sculpture'),\n", + " ('Manufacture', 'Commerce'),\n", + " ('Manufacture', 'Corporation'),\n", + " ('Manufacture', 'Ouvrages'),\n", + " ('Politique', 'Commerce'),\n", + " ('Politique', 'Finances'),\n", + " ('Politique', 'Droit naturel'),\n", + " ('Politique', 'Grammaire'),\n", + " ('Politique', 'Morale'),\n", + " ('Métiers', 'Arts'),\n", + " ('Philosophie', 'Antiquité'),\n", + " ('Philosophie', 'Arts'),\n", + " ('Philosophie', 'Beaux-Arts'),\n", + " ('Philosophie', 'Belles-Lettres'),\n", + " ('Philosophie', 'Géométrie'),\n", + " ('Philosophie', 'Algèbre'),\n", + " ('Philosophie', 'Histoire moderne'),\n", + " ('Philosophie', 'Littérature'),\n", + " ('Philosophie', 'Logique'),\n", + " ('Philosophie', 'Mathématique'),\n", + " ('Philosophie', 'Morale'),\n", + " ('Philosophie', 'Métaphysique'),\n", + " ('Philosophie', 'Politique'),\n", + " ('Philosophie', 'Mythologie'),\n", + " ('Philosophie', 'Pythagoriciens'),\n", + " ('Philosophie', 'Théologie'),\n", + " ('Philosophie', 'Théologie scholastique'),\n", + " ('Métaphysique', 'Grammaire'),\n", + " ('Métaphysique', 'Histoire naturelle'),\n", + " ('Métaphysique', 'Logique'),\n", + " ('Métaphysique', 'Morale'),\n", + " ('Métaphysique', 'Philosophie'),\n", + " ('Métaphysique', 'Physiologie'),\n", + " ('Métaphysique', 'Physique'),\n", + " ('Métaphysique', 'Théologie'),\n", + " ('Science', 'Belles-Lettres'),\n", + " ('Science', 'Antiquité'),\n", + " ('Astrologie judiciaire', 'Divination'),\n", + " ('Divination', 'Histoire ancienne'),\n", + " ('Astronomie', 'Astrologie'),\n", + " ('Astronomie', 'Astronomie ancienne'),\n", + " ('Astronomie', 'Chronologie'),\n", + " ('Astronomie', 'Gnomonique'),\n", + " ('Astronomie', 'Géographie'),\n", + " ('Astronomie', 'Physique'),\n", + " ('Astronomie', 'Méchanique'),\n", + " ('Astronomie', 'Histoire ancienne'),\n", + " ('Astronomie', 'Jurisprudence'),\n", + " ('Astronomie', 'Mythologie'),\n", + " ('Chronologie', 'Astrologie'),\n", + " ('Chronologie', 'Astronomie'),\n", + " ('Chronologie', 'Astronomie chaldéenne'),\n", + " ('Chronologie', 'Histoire'),\n", + " ('Géographie', 'Astronomie'),\n", + " ('Géographie', 'Commerce'),\n", + " ('Géographie', 'Histoire'),\n", + " ('Géographie', 'Histoire ancienne'),\n", + " ('Géographie', 'Histoire moderne'),\n", + " ('Géographie', 'Mythologie'),\n", + " ('Géographie', 'Histoire monastique'),\n", + " ('Géographie', 'Histoire naturelle'),\n", + " ('Géographie', 'Histoire romaine'),\n", + " ('Géographie', 'Histoire sacrée'),\n", + " ('Géographie', 'Histoire sainte'),\n", + " ('Géographie', 'Navigation'),\n", + " ('Géographie', 'Physique'),\n", + " ('Géographie', 'Théologie'),\n", + " ('Jurisprudence', 'Finances'),\n", + " ('Jurisprudence', 'Histoire'),\n", + " ('Jurisprudence', 'Grammaire'),\n", + " ('Jurisprudence', 'Histoire ancienne'),\n", + " ('Jurisprudence', 'Histoire moderne'),\n", + " ('Jurisprudence', 'Histoire ecclésiastique'),\n", + " ('Jurisprudence', 'Marine'),\n", + " ('Jurisprudence', 'Palais'),\n", + " ('Jurisprudence', 'Police'),\n", + " ('Jurisprudence', 'Pratique'),\n", + " ('Jurisprudence', 'Théologie'),\n", + " (\"Batteur d'or\", 'Ouvriers'),\n", + " (\"Batteur d'or\", \"Tireur d'or\"),\n", + " ('Belles-Lettres', 'Jurisprudence'),\n", + " ('Belles-Lettres', 'Musique'),\n", + " ('Musique', 'Danse'),\n", + " ('Musique', 'Imprimerie'),\n", + " ('Musique', 'Lutherie'),\n", + " ('Musique', 'Optique'),\n", + " ('Musique', 'Théatre'),\n", + " ('Bijoutier', 'Artiste'),\n", + " ('Bijoutier', 'Orfévres'),\n", + " ('Bijoutier', 'Metteur en oeuvre'),\n", + " ('Bijoutier', 'ouvriers en métaux'),\n", + " ('Blanchisserie', 'Ouvriers'),\n", + " ('Peausserie', 'Teinture en cuir'),\n", + " ('Botanique ancienne', 'Histoire naturelle'),\n", + " ('Matière médicale', 'Anatomie'),\n", + " ('Matière médicale', 'Botanique'),\n", + " ('Matière médicale', 'Histoire naturelle'),\n", + " ('Matière médicale', 'Pharmacie'),\n", + " ('Matière médicale', 'Chimie'),\n", + " ('Matière médicale', 'Chirurgie'),\n", + " ('Matière médicale', 'Diète'),\n", + " ('Matière médicale', 'Thérapeutique'),\n", + " ('Boucherie', 'Cuisine'),\n", + " ('Boucherie', 'Rotisseur'),\n", + " ('Cuisine', 'Diète'),\n", + " ('Cuisine', 'Médecine'),\n", + " ('Cuisine', 'Rotisseur'),\n", + " ('Cuisine', 'Serrurerie'),\n", + " ('Boulangerie', 'Pâtisserie'),\n", + " ('Pâtisserie', 'Boulangerie'),\n", + " ('Bourrelier', 'Sellier'),\n", + " ('Sellier', 'Art méchanique'),\n", + " ('Sellier', 'Taillanderie'),\n", + " ('Sellier', 'Coutellerie'),\n", + " ('Sellier', 'Bourrelier'),\n", + " ('Sellier', 'Carrossier'),\n", + " ('Boutonnier', 'Frangiers'),\n", + 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