{ "id": "IA-0504", "version": "0.1", "date": "2026-11-02", "moteur": "0.3.1", "designation": "Ville de 20 000 habitants, 1 an", "titre_court": "Ville (20 000)", "description": "L'usage de l'IA de 20 000 habitants à la moyenne française : usage personnel, études et travail. Dans les petites villes et les banlieues, Eurostat mesure un usage personnel 6 % moins fréquent que la moyenne.", "categorie": { "code": "monde", "nom": "Territoires" }, "etage": { "code": "monde", "numero": "5", "nom": "Territoires" }, "famille": { "code": "villes", "nom": "Villes types" }, "unite": "1 territoire · an", "grandeur": "electricite", "type": "recette", "statut": "estimé", "repose_sur": { "releves": 0, "conventions": 0, "hypotheses": 1 }, "valeur": { "electricite": { "valeur": 8240960, "basse": 7502500, "haute": 10525300, "unite": "Wh", "fourchette": "propagee", "publie": false }, "co2e": { "valeur": 3776750, "basse": 3438320, "haute": 4823640, "unite": "gCO2e", "publie": false, "lieu": "monde", "gCO2e_par_kWh": 458.29 }, "facteur": null, "recomposition_Wh": 8240960 }, "lieux": { "monde": { "libelle": "Dans le monde", "gCO2e_par_kWh": 458.29, "co2e_gCO2e": 3776750 }, "france": { "libelle": "En France", "gCO2e_par_kWh": 41.44, "co2e_gCO2e": 341505 }, "ue": { "libelle": "Dans l'Union européenne", "gCO2e_par_kWh": 209.9, "co2e_gCO2e": 1729780 }, "etats-unis": { "libelle": "Aux États-Unis", "gCO2e_par_kWh": 384.4, "co2e_gCO2e": 3167830 }, "allemagne": { "libelle": "En Allemagne", "gCO2e_par_kWh": 329.65, "co2e_gCO2e": 2716630 }, "irlande": { "libelle": "En Irlande", "gCO2e_par_kWh": 256.54, "co2e_gCO2e": 2114140 }, "pays-bas": { "libelle": "Aux Pays-Bas", "gCO2e_par_kWh": 253.56, "co2e_gCO2e": 2089580 }, "pologne": { "libelle": "En Pologne", "gCO2e_par_kWh": 588.6, "co2e_gCO2e": 4850630 }, "suede": { "libelle": "En Suède", "gCO2e_par_kWh": 35.26, "co2e_gCO2e": 290576 }, "norvege": { "libelle": "En Norvège", "gCO2e_par_kWh": 28.11, "co2e_gCO2e": 231653 }, "suisse": { "libelle": "En Suisse", "gCO2e_par_kWh": 39.22, "co2e_gCO2e": 323211 }, "finlande": { "libelle": "En Finlande", "gCO2e_par_kWh": 57.47, "co2e_gCO2e": 473608 } }, "parametres": [], "reglages": [ { "dimension": "adoption", "actuel": "courant", "valeurs": [ { "cle": "sobre", "libelle": "Usage sobre", "defaut": false, "electricite_Wh": 1380140, "co2e_gCO2e": 632503 }, { "cle": "courant", "libelle": "Usage courant", "defaut": true, "electricite_Wh": 8240960, "co2e_gCO2e": 3776750 }, { "cle": "intensif", "libelle": "Usage intensif", "defaut": false, "electricite_Wh": 38482300, "co2e_gCO2e": 17636100 } ] }, { "dimension": "outillage", "actuel": "assistant", "valeurs": [ { "cle": "assistant", "libelle": "Assistant conversationnel", "defaut": true, "electricite_Wh": 8240960, "co2e_gCO2e": 3776750 }, { "cle": "suite", "libelle": "IA dans la suite bureautique", "defaut": false, "electricite_Wh": 9774110, "co2e_gCO2e": 4479380 }, { "cle": "agent", "libelle": "Agents", "defaut": false, "electricite_Wh": 67310700, "co2e_gCO2e": 30847800 } ] }, { "dimension": "classe", "actuel": "moyen", "valeurs": [ { "cle": "petit", "libelle": "Petit modèle", "defaut": false, "electricite_Wh": 3849800, "co2e_gCO2e": 1764330 }, { "cle": "moyen", "libelle": "Modèle moyen", "defaut": true, "electricite_Wh": 9185000, "co2e_gCO2e": 4209400 }, { "cle": "grand", "libelle": "Grand modèle", "defaut": false, "electricite_Wh": 28390400, "co2e_gCO2e": 13011000 } ] }, { "dimension": "raisonnement", "actuel": "sans", "valeurs": [ { "cle": "sans", "libelle": "Sans raisonnement", "defaut": true, "electricite_Wh": 8240960, "co2e_gCO2e": 3776750 }, { "cle": "moyen", "libelle": "Raisonnement moyen", "defaut": false, "electricite_Wh": 10676900, "co2e_gCO2e": 4893100 }, { "cle": "pousse", "libelle": "Raisonnement poussé", "defaut": false, "electricite_Wh": 32070500, "co2e_gCO2e": 14697600 } ] }, { "dimension": "taille", "actuel": "standard", "valeurs": [ { "cle": "standard", "libelle": "Image standard", "defaut": true, "electricite_Wh": 8240960, "co2e_gCO2e": 3776750 }, { "cle": "grande", "libelle": "Grande image", "defaut": false, "electricite_Wh": 10088700, "co2e_gCO2e": 4623540 } ] }, { "dimension": "calage", "actuel": "mesures", "valeurs": [ { "cle": "mesures", "libelle": "Calé sur les chiffres publiés", "defaut": true, "electricite_Wh": 8240960, "co2e_gCO2e": 3776750 }, { "cle": "bruts", "libelle": "Facteurs bruts", "defaut": false, "electricite_Wh": 10843900, "co2e_gCO2e": 4969640 } ] }, { "dimension": "duree", "actuel": "an", "valeurs": [ { "cle": "an", "libelle": "Un an", "defaut": true, "electricite_Wh": 8240960, "co2e_gCO2e": 3776750 }, { "cle": "mois", "libelle": "Un mois", "defaut": false, "electricite_Wh": 686747, "co2e_gCO2e": 314729 }, { "cle": "jour", "libelle": "Un jour", "defaut": false, "electricite_Wh": 22578, "co2e_gCO2e": 10347.3 } ] } ], "curseurs": [ { "cle": "jours", "defaut": 220 }, { "cle": "secondes", "defaut": 5.4 } ], "params": { "lieu": "monde", "adoption": "courant", "calage": "mesures", "classe": "moyen", "outillage": "assistant", "raisonnement": "sans", "secteur": "services", "taille": "standard", "t_mot": 1.6, "t_consigne": 40, "t_question": 100, "t_reponse": 400, "t_email": 240, "t_page": 640, "t_article": 1600, "t_document": 19200, "t_roman": 128000, "t_tolkien": 768000, "t_minute_parole": 240, "t_reunion": 17600, "t_page_web": 1600, "t_extrait": 320, "t_image_lue": 1100, "t_minute_audio_lue": 600, "t_minute_audio_ecrite": 1200, "t_ligne_code": 12, "t_fonction": 480, "t_fichier_code": 3600, "t_tableur": 9300, "t_consigne_systeme": 500, "part_utilisateurs": 0.25, "k_calage": 0.6556 }, "perimetre": { "court": "usage personnel, études et travail des habitants, à la moyenne française", "compte": "l'usage personnel, les études et le travail des habitants, à la moyenne française, centre de données compris", "non_compte": "les écarts de la ville à la moyenne : part de cadres, de jeunes et d'étudiants, usage plus ou moins fréquent selon la densité" }, "recette": [ { "id": "IA-0507", "designation": "France, 1 an", "role": "entree", "quantite": 0.000289511, "unitaire_Wh": 28465100000, "contribution_Wh": 8240960, "nature": "convention", "source": "insee-population-2026", "note": "La France ramenée à 20 000 habitants", "adresse": "https://projetcelsius.com/ia/base/monde/france/" } ], "lignage": [ { "id": "IA-0507", "designation": "France, 1 an", "etage": "monde", "quantite": 0.000289511, "contribution_Wh": 8240960, "nature": "convention", "fait_de": [ { "id": "IA-0511", "designation": "25 à 64 ans en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.000259755, "contribution_Wh": 2792300, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 2269.2, "contribution_Wh": 2194170, "nature": "mesure" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 197.321, "contribution_Wh": 598132, "nature": "hypothese" } ] }, { "id": "IA-0510", "designation": "Moins de 25 ans en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.000259755, "contribution_Wh": 1502330, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 904.483, "contribution_Wh": 874578, "nature": "mesure" }, { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 316.402, "contribution_Wh": 305941, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 78.6507, "contribution_Wh": 238410, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 27.5132, "contribution_Wh": 83399.7, "nature": "hypothese" } ] }, { "id": "IA-0513", "designation": "Élèves et étudiants en France, études, 1 an", "etage": "monde", "quantite": 0.000259755, "contribution_Wh": 924532, "nature": "hypothese", "fait_de": [ { "id": "IA-0318", "designation": "Étudiant, 1 an", "etage": "activites", "quantite": 586.267, "contribution_Wh": 624622, "nature": "mesure" }, { "id": "IA-0317", "designation": "Élève du secondaire, 1 an", "etage": "activites", "quantite": 389.165, "contribution_Wh": 158314, "nature": "hypothese" }, { "id": "IA-0317", "designation": "Élève du secondaire, 1 an", "etage": "activites", "quantite": 348.072, "contribution_Wh": 141597, "nature": "hypothese" } ] }, { "id": "IA-0071", "designation": "Développeur, 1 an", "etage": "activites", "quantite": 140.268, "contribution_Wh": 609488, "nature": "hypothese", "fait_de": [ { "id": "IA-0217", "designation": "Obtenir une suggestion de code", "etage": "taches", "quantite": 4937420, "contribution_Wh": 339367, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 64803.6, "contribution_Wh": 75970.5, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 19441.1, "contribution_Wh": 53388.6, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 12343.6, "contribution_Wh": 43440.2, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 138865, "contribution_Wh": 41659.5, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 4813.98, "contribution_Wh": 22774, "nature": "hypothese" }, { "id": "IA-0219", "designation": "Faire relire du code", "etage": "taches", "quantite": 15429.4, "contribution_Wh": 19797.3, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 27155.8, "contribution_Wh": 6266.78, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 3949.94, "contribution_Wh": 5651.5, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 2592.15, "contribution_Wh": 1172.46, "nature": "hypothese" } ] }, { "id": "IA-0307", "designation": "Consultant, 1 an", "etage": "activites", "quantite": 154.684, "contribution_Wh": 327708, "nature": "hypothese", "fait_de": [ { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 2041.83, "contribution_Wh": 58494.2, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 4083.66, "contribution_Wh": 46544.4, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 408.366, "contribution_Wh": 40394.6, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 7350.58, "contribution_Wh": 35893.8, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 6125.49, "contribution_Wh": 28978.5, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 40836.6, "contribution_Wh": 24502.2, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 81673.2, "contribution_Wh": 18847.8, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 61254.9, "contribution_Wh": 18376.5, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 4900.39, "contribution_Wh": 17245.7, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 6125.49, "contribution_Wh": 17019.6, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 9800.78, "contribution_Wh": 14022.8, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 16334.6, "contribution_Wh": 7388.34, "nature": "hypothese" } ] }, { "id": "IA-0073", "designation": "Salarié de bureau, 1 an", "etage": "activites", "quantite": 224.72, "contribution_Wh": 288997, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 49438.5, "contribution_Wh": 135767, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 118652, "contribution_Wh": 35595.7, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 37078.9, "contribution_Wh": 22247.5, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 5932.62, "contribution_Wh": 20878.4, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 74157.7, "contribution_Wh": 17113.5, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 2966.31, "contribution_Wh": 14484.8, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 1235.96, "contribution_Wh": 14087.2, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 4449.46, "contribution_Wh": 12362.8, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 5932.62, "contribution_Wh": 8488.28, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 9887.7, "contribution_Wh": 4472.32, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 5833.74, "contribution_Wh": 3500.28, "nature": "hypothese" } ] }, { "id": "IA-0312", "designation": "Vidéaste, 1 an", "etage": "activites", "quantite": 31.5602, "contribution_Wh": 232451, "nature": "hypothese", "fait_de": [ { "id": "IA-0216", "designation": "Transcrire et résumer une réunion d'une heure", "etage": "taches", "quantite": 2499.57, "contribution_Wh": 73972, "nature": "hypothese" }, { "id": "IA-0214", "designation": "Créer un clip de 10 secondes", "etage": "taches", "quantite": 208.297, "contribution_Wh": 70719.7, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 694.325, "contribution_Wh": 68739.5, "nature": "hypothese" }, { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 833.19, "contribution_Wh": 10687.9, "nature": "hypothese" }, { "id": "IA-0212", "designation": "Retoucher une photo", "etage": "taches", "quantite": 1388.65, "contribution_Wh": 4805.81, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 4999.14, "contribution_Wh": 1499.74, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 4443.68, "contribution_Wh": 1025.47, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 1333.1, "contribution_Wh": 799.869, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 444.368, "contribution_Wh": 200.993, "nature": "hypothese" } ] }, { "id": "IA-0304", "designation": "Manager ou dirigeant, 1 an", "etage": "activites", "quantite": 278.977, "contribution_Wh": 226295, "nature": "hypothese", "fait_de": [ { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 196400, "contribution_Wh": 45323.4, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 9206.23, "contribution_Wh": 44955.1, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 2577.74, "contribution_Wh": 29380.4, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 245.5, "contribution_Wh": 24284.2, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 76718.6, "contribution_Wh": 23015.6, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 5891.99, "contribution_Wh": 20735.4, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 25777.4, "contribution_Wh": 15466.6, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 9206.23, "contribution_Wh": 13172.1, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 2945.99, "contribution_Wh": 8185.4, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 3927.99, "contribution_Wh": 1776.68, "nature": "hypothese" } ] }, { "id": "IA-0512", "designation": "65 ans et plus en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.000259755, "contribution_Wh": 188808, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 104.794, "contribution_Wh": 101330, "nature": "mesure" }, { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 48.6428, "contribution_Wh": 47034.5, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 13.3424, "contribution_Wh": 40444.1, "nature": "hypothese" } ] }, { "id": "IA-0311", "designation": "Graphiste, 1 an", "etage": "activites", "quantite": 57.4058, "contribution_Wh": 172126, "nature": "hypothese", "fait_de": [ { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 5051.71, "contribution_Wh": 64802, "nature": "hypothese" }, { "id": "IA-0212", "designation": "Retoucher une photo", "etage": "taches", "quantite": 13260.7, "contribution_Wh": 45892.5, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 4799.13, "contribution_Wh": 13179.2, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 126.293, "contribution_Wh": 12503.2, "nature": "hypothese" }, { "id": "IA-0046", "designation": "Créer une image", "etage": "taches", "quantite": 3157.32, "contribution_Wh": 10096.2, "nature": "hypothese" }, { "id": "IA-0211", "designation": "Créer une grande image", "etage": "taches", "quantite": 757.757, "contribution_Wh": 9692.32, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 14650, "contribution_Wh": 4394.99, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 303.103, "contribution_Wh": 3454.68, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 959.825, "contribution_Wh": 3377.88, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 12629.3, "contribution_Wh": 2914.47, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 3031.03, "contribution_Wh": 1818.63, "nature": "hypothese" } ] }, { "id": "IA-0314", "designation": "Commercial, 1 an", "etage": "activites", "quantite": 93.2195, "contribution_Wh": 134536, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 13535.5, "contribution_Wh": 37170.7, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 2296.93, "contribution_Wh": 26179.8, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 225.591, "contribution_Wh": 22315, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 56397.8, "contribution_Wh": 13015, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 8121.29, "contribution_Wh": 11619.8, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 33838.7, "contribution_Wh": 10151.6, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 11484.6, "contribution_Wh": 6890.85, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 6972.82, "contribution_Wh": 4344.64, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 2707.1, "contribution_Wh": 1624.27, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 2707.1, "contribution_Wh": 1224.45, "nature": "hypothese" } ] }, { "id": "IA-0301", "designation": "Comptable, 1 an", "etage": "activites", "quantite": 134.034, "contribution_Wh": 110581, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 11205.2, "contribution_Wh": 30771.4, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 8256.46, "contribution_Wh": 22940.5, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 2712.84, "contribution_Wh": 12833.9, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 41282.3, "contribution_Wh": 12384.7, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 13564.2, "contribution_Wh": 8138.58, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 1651.29, "contribution_Wh": 8063.46, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 31846.4, "contribution_Wh": 7349.22, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 369.932, "contribution_Wh": 4216.39, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 1651.29, "contribution_Wh": 2362.64, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 3361.56, "contribution_Wh": 1520.47, "nature": "hypothese" } ] }, { "id": "IA-0310", "designation": "Data scientist, 1 an", "etage": "activites", "quantite": 32.1447, "contribution_Wh": 101865, "nature": "hypothese", "fait_de": [ { "id": "IA-0217", "designation": "Obtenir une suggestion de code", "etage": "taches", "quantite": 848619, "contribution_Wh": 58328.8, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 12375.7, "contribution_Wh": 14508.2, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 20366.9, "contribution_Wh": 6110.06, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 1697.24, "contribution_Wh": 5973.02, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 1767.96, "contribution_Wh": 4912.24, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 848.619, "contribution_Wh": 4014.66, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 509.171, "contribution_Wh": 2486.34, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 212.155, "contribution_Wh": 2418.08, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 8486.19, "contribution_Wh": 1958.37, "nature": "hypothese" }, { "id": "IA-0050", "designation": "Confier une tâche à une IA spécialisée", "etage": "taches", "quantite": 424310, "contribution_Wh": 848.619, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 678.895, "contribution_Wh": 307.072, "nature": "hypothese" } ] }, { "id": "IA-0303", "designation": "Assistant de direction, 1 an", "etage": "activites", "quantite": 63.3152, "contribution_Wh": 87498.6, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 11143.5, "contribution_Wh": 30601.9, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 1448.65, "contribution_Wh": 16511.3, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 41788.1, "contribution_Wh": 9643.48, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 14486.5, "contribution_Wh": 8691.99, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 25908.6, "contribution_Wh": 7772.58, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 3454.48, "contribution_Wh": 4942.61, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 863.62, "contribution_Wh": 4217.16, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 835.761, "contribution_Wh": 2322.15, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 3398.76, "contribution_Wh": 2039.27, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 1671.52, "contribution_Wh": 756.049, "nature": "hypothese" } ] }, { "id": "IA-0306", "designation": "Journaliste, 1 an", "etage": "activites", "quantite": 17.9231, "contribution_Wh": 81712.7, "nature": "hypothese", "fait_de": [ { "id": "IA-0216", "designation": "Transcrire et résumer une réunion d'une heure", "etage": "taches", "quantite": 1419.51, "contribution_Wh": 42008.8, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 4928.85, "contribution_Wh": 13535.5, "nature": "hypothese" }, { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 244.471, "contribution_Wh": 7003.58, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 875.363, "contribution_Wh": 4274.5, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 6111.77, "contribution_Wh": 3667.09, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 11671.5, "contribution_Wh": 3501.45, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 733.413, "contribution_Wh": 3469.64, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 7097.54, "contribution_Wh": 1637.91, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 394.308, "contribution_Wh": 1387.67, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 1750.73, "contribution_Wh": 1050.45, "nature": "hypothese" }, { "id": "IA-0204", "designation": "Rédiger un article de 1 000 mots", "etage": "taches", "quantite": 157.723, "contribution_Wh": 176.166, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 159.217, "contribution_Wh": 76145.3, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 23118.3, "contribution_Wh": 33077.2, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 5254.15, "contribution_Wh": 14428.8, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 2521.99, "contribution_Wh": 11931.1, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 30824.4, "contribution_Wh": 9247.31, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 3853.05, "contribution_Wh": 2400.76, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 3082.44, "contribution_Wh": 1849.48, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 7355.81, "contribution_Wh": 1697.51, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 2521.99, "contribution_Wh": 1513.21, "nature": "hypothese" } ] }, { "id": "IA-0313", "designation": "Chargé de clientèle, 1 an", "etage": "activites", "quantite": 33.7032, "contribution_Wh": 70686.8, "nature": "hypothese", "fait_de": [ { "id": "IA-0226", "designation": "Traiter une demande client", "etage": "taches", "quantite": 35590.6, "contribution_Wh": 43201.8, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 3855.65, "contribution_Wh": 10588.3, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 11863.5, "contribution_Wh": 7118.18, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 16905.5, "contribution_Wh": 5071.66, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 14458.7, "contribution_Wh": 3336.64, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 2283.73, "contribution_Wh": 1370.25, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 139.724, "contribution_Wh": 66823, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 20287.9, "contribution_Wh": 29027.6, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 4610.89, "contribution_Wh": 12662.3, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 2213.23, "contribution_Wh": 10470.4, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 27050.6, "contribution_Wh": 8115.17, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 3381.32, "contribution_Wh": 2106.84, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 2705.06, "contribution_Wh": 1623.05, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 6455.25, "contribution_Wh": 1489.69, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 2213.23, "contribution_Wh": 1327.95, "nature": "hypothese" } ] }, { "id": "IA-0305", "designation": "Chargé de communication, 1 an", "etage": "activites", "quantite": 33.898, "contribution_Wh": 58968.5, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 5369.44, "contribution_Wh": 14745.4, "nature": "hypothese" }, { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 715.926, "contribution_Wh": 9183.7, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 74.5756, "contribution_Wh": 7383.13, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 8949.07, "contribution_Wh": 5369.49, "nature": "hypothese" }, { "id": "IA-0046", "designation": "Créer une image", "etage": "taches", "quantite": 1342.36, "contribution_Wh": 4292.47, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 17898.1, "contribution_Wh": 4130.38, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 13423.6, "contribution_Wh": 4027.08, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 1073.89, "contribution_Wh": 3779.3, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 223.727, "contribution_Wh": 2549.98, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 3579.63, "contribution_Wh": 1619.11, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 2147.78, "contribution_Wh": 1288.68, "nature": "hypothese" }, { "id": "IA-0204", "designation": "Rédiger un article de 1 000 mots", "etage": "taches", "quantite": 536.944, "contribution_Wh": 599.731, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 122.88, "contribution_Wh": 58767.4, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 17842.2, "contribution_Wh": 25528.3, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 4055.05, "contribution_Wh": 11135.9, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 1946.42, "contribution_Wh": 9208.16, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 23789.6, "contribution_Wh": 7136.89, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 2973.7, "contribution_Wh": 1852.86, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 2378.96, "contribution_Wh": 1427.39, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 5677.07, "contribution_Wh": 1310.1, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 1946.42, "contribution_Wh": 1167.86, "nature": "hypothese" } ] }, { "id": "IA-0309", "designation": "Chercheur, 1 an", "etage": "activites", "quantite": 25.0663, "contribution_Wh": 37336, "nature": "hypothese", "fait_de": [ { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 275.73, "contribution_Wh": 7899.09, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 1378.65, "contribution_Wh": 6522.13, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 55.146, "contribution_Wh": 5454.91, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 992.627, "contribution_Wh": 4847.12, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 8271.89, "contribution_Wh": 2481.57, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 1654.38, "contribution_Wh": 1939.46, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 2757.3, "contribution_Wh": 1654.39, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 441.168, "contribution_Wh": 1552.58, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 6617.51, "contribution_Wh": 1527.13, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 496.314, "contribution_Wh": 1379, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 1323.5, "contribution_Wh": 794.109, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 68.9324, "contribution_Wh": 785.673, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 1102.92, "contribution_Wh": 498.863, "nature": "hypothese" } ] }, { "id": "IA-0308", "designation": "Juriste, 1 an", "etage": "activites", "quantite": 30.0017, "contribution_Wh": 34123.6, "nature": "hypothese", 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"Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 89.4907, "contribution_Wh": 1019.99, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 1342.36, "contribution_Wh": 607.165, "nature": "hypothese" } ] } ] } ], "entre_dans": [], "conventions": [ { "code": "C5", "nom": "Le lieu par défaut", "regle": "Sans autre information, les serveurs sont dans le monde, à l'électricité moyenne mondiale", "valeur": "monde", "alternatives": "les États-Unis, où tournent la plupart des grands assistants" }, { "code": "C7", "nom": "L'électricité, location-based, en cycle de vie", "regle": "Le kilowattheure est celui du pays des serveurs, en cycle de vie, d'une seule source pour tous les pays", "valeur": "Ember et Our World in Data, 2025", "alternatives": "market-based, avec les contrats d'achat, affiché à côté quand il est publié" }, { "code": "C8", "nom": "Deux chiffres significatifs", "regle": "Une valeur calculée s'arrondit à deux chiffres significatifs, une valeur publiée est reprise avec la précision de sa source ; le calcul garde toute la précision", "valeur": "2 chiffres", "alternatives": "" } ], "releves": [], "adresses": { "page": "https://projetcelsius.com/ia/base/monde/ville-de-20-000-habitants/", "lien_court": "https://projetcelsius.com/ia/base/IA-0504/", "json": "https://projetcelsius.com/ia/base/monde/ville-de-20-000-habitants.json", "markdown": "https://projetcelsius.com/ia/base/monde/ville-de-20-000-habitants.md" }, "licence": "CC BY 4.0", "citation": "Projet Celsius, Base Impact de l'IA, « Ville de 20 000 habitants, 1 an », IA-0504, version 0.1, 2 novembre 2026, projetcelsius.com/ia/base/IA-0504/ · CC BY 4.0." }