size_categories:10K<n<100K format:parquet modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us
---
dataset_info:
  features:
  - name: batiment_groupe_id
    dtype: string
  - name: identifiant_dpe
    dtype: string
  - name: code_departement_insee
    dtype: string
  - name: arrete_2021
    dtype: int64
  - name: type_dpe
    dtype: string
  - name: type_batiment_dpe
    dtype: string
  - name: periode_construction_dpe
    dtype: string
  - name: annee_construction_dpe
    dtype: int64
  - name: version
    dtype: float64
  - name: date_etablissement_dpe
    dtype: string
  - name: date_reception_dpe
    dtype: string
  - name: nombre_niveau_logement
    dtype: int64
  - name: nombre_niveau_immeuble
    dtype: int64
  - name: surface_habitable_immeuble
    dtype: float64
  - name: surface_habitable_logement
    dtype: float64
  - name: conso_5_usages_ep_m2
    dtype: float64
  - name: conso_5_usages_ef_m2
    dtype: float64
  - name: emission_ges_5_usages_m2
    dtype: float64
  - name: classe_bilan_dpe
    dtype: string
  - name: classe_emission_ges
    dtype: string
  - name: classe_conso_energie_arrete_2012
    dtype: string
  - name: classe_emission_ges_arrete_2012
    dtype: string
  - name: conso_3_usages_ep_m2_arrete_2012
    dtype: float64
  - name: emission_ges_3_usages_ep_m2_arrete_2012
    dtype: float64
  - name: type_installation_chauffage
    dtype: string
  - name: type_energie_chauffage
    dtype: string
  - name: type_generateur_chauffage
    dtype: string
  - name: type_generateur_chauffage_anciennete
    dtype: string
  - name: type_energie_chauffage_appoint
    dtype: string
  - name: type_generateur_chauffage_appoint
    dtype: string
  - name: type_generateur_chauffage_anciennete_appoint
    dtype: string
  - name: chauffage_solaire
    dtype: int64
  - name: nb_generateur_chauffage
    dtype: int64
  - name: nb_installation_chauffage
    dtype: int64
  - name: type_energie_climatisation
    dtype: string
  - name: type_generateur_climatisation
    dtype: string
  - name: type_generateur_climatisation_anciennete
    dtype: string
  - name: type_installation_ecs
    dtype: string
  - name: type_energie_ecs
    dtype: string
  - name: type_generateur_ecs
    dtype: string
  - name: type_generateur_ecs_anciennete
    dtype: string
  - name: type_energie_ecs_appoint
    dtype: string
  - name: type_generateur_ecs_appoint
    dtype: string
  - name: type_generateur_ecs_anciennete_appoint
    dtype: string
  - name: ecs_solaire
    dtype: int64
  - name: nb_generateur_ecs
    dtype: int64
  - name: nb_installation_ecs
    dtype: int64
  - name: plusieurs_facade_exposee
    dtype: int64
  - name: type_ventilation
    dtype: string
  - name: type_production_energie_renouvelable
    dtype: string
  - name: type_vitrage
    dtype: string
  - name: type_materiaux_menuiserie
    dtype: string
  - name: type_gaz_lame
    dtype: string
  - name: type_fermeture
    dtype: string
  - name: epaisseur_lame
    dtype: int64
  - name: vitrage_vir
    dtype: int64
  - name: surface_vitree_nord
    dtype: float64
  - name: surface_vitree_sud
    dtype: float64
  - name: surface_vitree_ouest
    dtype: float64
  - name: surface_vitree_est
    dtype: float64
  - name: surface_vitree_horizontal
    dtype: float64
  - name: traversant
    dtype: string
  - name: u_baie_vitree
    dtype: float64
  - name: uw
    dtype: float64
  - name: facteur_solaire_baie_vitree
    dtype: float64
  - name: presence_balcon
    dtype: int64
  - name: l_orientation_baie_vitree
    dtype: string
  - name: pourcentage_surface_baie_vitree_exterieur
    dtype: float64
  - name: type_isolation_mur_exterieur
    dtype: string
  - name: epaisseur_isolation_mur_exterieur_estim
    dtype: int64
  - name: materiaux_structure_mur_exterieur
    dtype: string
  - name: epaisseur_structure_mur_exterieur
    dtype: string
  - name: surface_mur_totale
    dtype: float64
  - name: surface_mur_exterieur
    dtype: float64
  - name: surface_mur_deperditif
    dtype: float64
  - name: u_mur_exterieur
    dtype: float64
  - name: l_local_non_chauffe_mur
    dtype: string
  - name: local_non_chauffe_principal_mur
    dtype: string
  - name: l_orientation_mur_exterieur
    dtype: string
  - name: type_isolation_plancher_bas
    dtype: string
  - name: type_plancher_bas_deperditif
    dtype: string
  - name: surface_plancher_bas_totale
    dtype: float64
  - name: surface_plancher_bas_deperditif
    dtype: float64
  - name: u_plancher_bas_final_deperditif
    dtype: float64
  - name: u_plancher_bas_brut_deperditif
    dtype: float64
  - name: l_local_non_chauffe_plancher_bas
    dtype: string
  - name: local_non_chauffe_principal_plancher_bas
    dtype: string
  - name: type_adjacence_principal_plancher_bas
    dtype: string
  - name: type_isolation_plancher_haut
    dtype: string
  - name: type_plancher_haut_deperditif
    dtype: string
  - name: surface_plancher_haut_totale
    dtype: float64
  - name: surface_plancher_haut_deperditif
    dtype: float64
  - name: u_plancher_haut_deperditif
    dtype: float64
  - name: l_local_non_chauffe_plancher_haut
    dtype: string
  - name: local_non_chauffe_principal_plancher_haut
    dtype: string
  - name: type_adjacence_principal_plancher_haut
    dtype: string
  - name: type_porte
    dtype: string
  - name: surface_porte
    dtype: float64
  - name: u_porte
    dtype: float64
  - name: classe_inertie
    dtype: string
  - name: deperdition_mur
    dtype: float64
  - name: deperdition_baie_vitree
    dtype: float64
  - name: deperdition_plancher_bas
    dtype: float64
  - name: deperdition_plancher_haut
    dtype: float64
  - name: deperdition_pont_thermique
    dtype: float64
  - name: deperdition_porte
    dtype: float64
  splits:
  - name: train
    num_bytes: 63463198
    num_examples: 53787
  download_size: 11068145
  dataset_size: 63463198
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---
