Antoine92Ptx/autotrain-data-dvf

该数据集是通过AutoTrain自动处理的，用于项目dvf。数据集中包含多个字段，如feat_id_mutation、feat_date_mutation、feat_nature_mutation等，涵盖了与房地产交易相关的信息，如交易ID、交易日期、交易类型、目标值、地址信息、地块信息、地理坐标等。数据集被分为训练集和验证集，训练集包含793个样本，验证集包含204个样本。数据集的BCP-47语言代码为unk，表示语言未知。

原始信息汇总

AutoTrain Dataset for project: dvf

数据集描述

该数据集由AutoTrain自动处理，用于项目dvf。

语言

数据集的语言BCP-47代码为unk。

数据集结构

数据实例

数据集的一个样本如下所示：

json [ { "feat_id_mutation": "2023-190", "feat_date_mutation": "2023-01-05", "feat_numero_disposition": 1, "feat_nature_mutation": "Vente en lu00e9tat futur dachu00e8vement", "target": 195285.0, "feat_adresse_numero": null, "feat_adresse_suffixe": null, "feat_adresse_nom_voie": "COLLONGES", "feat_adresse_code_voie": "B044", "feat_code_postal": 1550.0, "feat_code_commune": 1109, "feat_nom_commune": "Collonges", "feat_code_departement": 1, "feat_ancien_code_commune": null, "feat_ancien_nom_commune": null, "feat_id_parcelle": "011090000F0129", "feat_ancien_id_parcelle": null, "feat_numero_volume": null, "feat_lot1_numero": 80.0, "feat_lot1_surface_carrez": null, "feat_lot2_numero": null, "feat_lot2_surface_carrez": null, "feat_lot3_numero": null, "feat_lot3_surface_carrez": null, "feat_lot4_numero": null, "feat_lot4_surface_carrez": null, "feat_lot5_numero": null, "feat_lot5_surface_carrez": null, "feat_nombre_lots": 1, "feat_code_type_local": null, "feat_type_local": null, "feat_surface_reelle_bati": null, "feat_nombre_pieces_principales": null, "feat_code_nature_culture": null, "feat_nature_culture": null, "feat_code_nature_culture_speciale": null, "feat_nature_culture_speciale": null, "feat_surface_terrain": null, "feat_longitude": 5.905016, "feat_latitude": 46.13927 }, { "feat_id_mutation": "2023-20", "feat_date_mutation": "2023-01-05", "feat_numero_disposition": 1, "feat_nature_mutation": "Vente", "target": 361800.0, "feat_adresse_numero": null, "feat_adresse_suffixe": null, "feat_adresse_nom_voie": "PORT GALAND", "feat_adresse_code_voie": "B082", "feat_code_postal": 1800.0, "feat_code_commune": 1378, "feat_nom_commune": "Saint-Maurice-de-Gourdans", "feat_code_departement": 1, "feat_ancien_code_commune": null, "feat_ancien_nom_commune": null, "feat_id_parcelle": "013780000B1752", "feat_ancien_id_parcelle": null, "feat_numero_volume": null, "feat_lot1_numero": null, "feat_lot1_surface_carrez": null, "feat_lot2_numero": null, "feat_lot2_surface_carrez": null, "feat_lot3_numero": null, "feat_lot3_surface_carrez": null, "feat_lot4_numero": null, "feat_lot4_surface_carrez": null, "feat_lot5_numero": null, "feat_lot5_surface_carrez": null, "feat_nombre_lots": 0, "feat_code_type_local": null, "feat_type_local": null, "feat_surface_reelle_bati": null, "feat_nombre_pieces_principales": null, "feat_code_nature_culture": "S", "feat_nature_culture": "sols", "feat_code_nature_culture_speciale": null, "feat_nature_culture_speciale": null, "feat_surface_terrain": 204.0, "feat_longitude": 5.207586, "feat_latitude": 45.817613 } ]

数据集字段

数据集包含以下字段（也称为“特征”）：

json { "feat_id_mutation": "Value(dtype=string, id=None)", "feat_date_mutation": "Value(dtype=string, id=None)", "feat_numero_disposition": "Value(dtype=int64, id=None)", "feat_nature_mutation": "Value(dtype=string, id=None)", "target": "Value(dtype=float32, id=None)", "feat_adresse_numero": "Value(dtype=float64, id=None)", "feat_adresse_suffixe": "Value(dtype=string, id=None)", "feat_adresse_nom_voie": "Value(dtype=string, id=None)", "feat_adresse_code_voie": "Value(dtype=string, id=None)", "feat_code_postal": "Value(dtype=float64, id=None)", "feat_code_commune": "Value(dtype=int64, id=None)", "feat_nom_commune": "Value(dtype=string, id=None)", "feat_code_departement": "Value(dtype=int64, id=None)", "feat_ancien_code_commune": "Value(dtype=float64, id=None)", "feat_ancien_nom_commune": "Value(dtype=float64, id=None)", "feat_id_parcelle": "Value(dtype=string, id=None)", "feat_ancien_id_parcelle": "Value(dtype=float64, id=None)", "feat_numero_volume": "Value(dtype=float64, id=None)", "feat_lot1_numero": "Value(dtype=float64, id=None)", "feat_lot1_surface_carrez": "Value(dtype=float64, id=None)", "feat_lot2_numero": "Value(dtype=float64, id=None)", "feat_lot2_surface_carrez": "Value(dtype=float64, id=None)", "feat_lot3_numero": "Value(dtype=float64, id=None)", "feat_lot3_surface_carrez": "Value(dtype=float64, id=None)", "feat_lot4_numero": "Value(dtype=float64, id=None)", "feat_lot4_surface_carrez": "Value(dtype=float64, id=None)", "feat_lot5_numero": "Value(dtype=float64, id=None)", "feat_lot5_surface_carrez": "Value(dtype=float64, id=None)", "feat_nombre_lots": "Value(dtype=int64, id=None)", "feat_code_type_local": "Value(dtype=float64, id=None)", "feat_type_local": "Value(dtype=string, id=None)", "feat_surface_reelle_bati": "Value(dtype=float64, id=None)", "feat_nombre_pieces_principales": "Value(dtype=float64, id=None)", "feat_code_nature_culture": "Value(dtype=string, id=None)", "feat_nature_culture": "Value(dtype=string, id=None)", "feat_code_nature_culture_speciale": "Value(dtype=string, id=None)", "feat_nature_culture_speciale": "Value(dtype=string, id=None)", "feat_surface_terrain": "Value(dtype=float64, id=None)", "feat_longitude": "Value(dtype=float64, id=None)", "feat_latitude": "Value(dtype=float64, id=None)" }

数据集分割

该数据集被分割为训练集和验证集。分割大小如下：

分割名称	样本数量
train	793
valid	204