metadata
{}
AutoTrain Dataset for project: zxdf
Dataset Description
This dataset has been automatically processed by AutoTrain for project zxdf.
Languages
The BCP-47 code for the dataset's language is unk.
Dataset Structure
Data Instances
A sample from this dataset looks as follows:
[
{
"feat_Data Note": null,
"feat_Well Name": 1.0,
"feat_Date": "23-Mar-20",
"feat_Time": "02:00:00",
"feat_Choke": 32.0,
"feat_FTHP": 1300.0,
"feat_FTHT": 104.0,
"feat_FLP": 320.0,
"feat_Tsep": 93.0,
"feat_Psep": 270.0,
"feat_Pmani": 300.0,
"feat_Meter Totalizer(Bbls)": 224116.4,
"feat_Meter Factor": 1.0338,
"target": 2212.509033203125,
"feat_%Water": 0.0,
"feat_%Sediment": 0.4,
"feat_BS&W": 0.35,
"feat_OilRate": 2204.765205,
"feat_DOF Plate size(inch)": 1.75,
"feat_GasDP(InchH20)": 110.0,
"feat_GasRate": 3.067,
"feat_GOR": 1391.1,
"feat_Sand(pptb)": 0.0,
"feat_Oil gravity (API)": 0.0
},
{
"feat_Data Note": null,
"feat_Well Name": 1.0,
"feat_Date": "23-Jun-22",
"feat_Time": "21:00:00",
"feat_Choke": 20.0,
"feat_FTHP": 780.0,
"feat_FTHT": 99.0,
"feat_FLP": 130.0,
"feat_Tsep": 86.0,
"feat_Psep": 100.0,
"feat_Pmani": 120.0,
"feat_Meter Totalizer(Bbls)": 186706.67,
"feat_Meter Factor": 1.0,
"target": 543.439697265625,
"feat_%Water": 0.0,
"feat_%Sediment": 0.6,
"feat_BS&W": 0.6,
"feat_OilRate": 540.1790419,
"feat_DOF Plate size(inch)": 1.5,
"feat_GasDP(InchH20)": 37.0,
"feat_GasRate": 0.7615,
"feat_GOR": 1409.7,
"feat_Sand(pptb)": 0.0,
"feat_Oil gravity (API)": 0.0
}
]
Dataset Fields
The dataset has the following fields (also called "features"):
{
"feat_Data Note": "Value(dtype='string', id=None)",
"feat_Well Name": "Value(dtype='float64', id=None)",
"feat_Date": "Value(dtype='string', id=None)",
"feat_Time": "Value(dtype='string', id=None)",
"feat_Choke": "Value(dtype='float64', id=None)",
"feat_FTHP": "Value(dtype='float64', id=None)",
"feat_FTHT": "Value(dtype='float64', id=None)",
"feat_FLP": "Value(dtype='float64', id=None)",
"feat_Tsep": "Value(dtype='float64', id=None)",
"feat_Psep": "Value(dtype='float64', id=None)",
"feat_Pmani": "Value(dtype='float64', id=None)",
"feat_Meter Totalizer(Bbls)": "Value(dtype='float64', id=None)",
"feat_Meter Factor": "Value(dtype='float64', id=None)",
"target": "Value(dtype='float32', id=None)",
"feat_%Water": "Value(dtype='float64', id=None)",
"feat_%Sediment": "Value(dtype='float64', id=None)",
"feat_BS&W": "Value(dtype='float64', id=None)",
"feat_OilRate": "Value(dtype='float64', id=None)",
"feat_DOF Plate size(inch)": "Value(dtype='float64', id=None)",
"feat_GasDP(InchH20)": "Value(dtype='float64', id=None)",
"feat_GasRate": "Value(dtype='float64', id=None)",
"feat_GOR": "Value(dtype='float64', id=None)",
"feat_Sand(pptb)": "Value(dtype='float64', id=None)",
"feat_Oil gravity (API)": "Value(dtype='float64', id=None)"
}
Dataset Splits
This dataset is split into a train and validation split. The split sizes are as follow:
| Split name | Num samples |
|---|---|
| train | 1274 |
| valid | 325 |