| | Group of variables | Variable description | Variable code | Descriptive statistics |
| | Geospatial | Electrical substation (0–2 = south area, 1–3 3–5 = north area, 1–3 6–8 = northeast area, 1–3 9–11 = central area 1–3) | Electrical_Substation | Categorical, 0 = 8.35%, 1 = 8.35, 2 = 8.35%, 3 = 12.52%, 4 = 8.35%, 5 = 8.35%, 6 = 8.40%, 7 = 8.35%, 8 = 8.22%, 9 = 8.35%, 10 = 4.07%, 11 = 8.35% | | Business type (0–1 = small, large residential houses, 2–4 = small, medium, large business, 5 = specific activities, 6 = government, 7 = agriculture) | Usage_Type | Categorical, 0 = 13.02%, 1 = 12.91%, 2 = 12.05%, 3 = 12.20%, 4 = 12.00%, 5 = 12.00%, 6 = 12.78%, 7 = 13.04% | | Time of use (0 = peakday, 1 = semipeak, 2 = offpeak) | TOU | Categorical, 0 = 12.50%, 1 = 66.67%, 2 = 20.83% | | Thailand season period (0 = summer, 1 = rainy, 2 = winter) | Season | Categorical, 0 = 24.50%, 1 = 42.94%, 2 = 32.56% | | Geographical | Total number of populations | Population_N | Numerical, min = 2810387.00, max = 7871210.00, mean = 4965500.09, st. dev = 1641653.19 | | Total surface area | Area | Numerical, min = 22423.00, max = 72806.35, mean = 42012.25, st. dev = 16950.41 | | Ratio of people and area per sq. km | Population_Ratio | Numerical, min = 445.00, max = 1860.00, mean = 1003.87, st. dev = 369.42 | | Climatic | Mean station pressure | Mean_Station_Pressure | Numerical, min = 975.23, max = 1010.86, mean = 999.44, st. dev = 9.18 | | Mean msl pressure | Mean_MSL_Pressure | Numerical, min = 1004.46, max = 1014.20, mean = 1008.85, st. dev = 2.50 | | Mean maximum temperature | Mean_Maximum_Temperature | Numerical, min = 27.92, max = 36.62, mean = 32.15, st. dev = 1.71 | | Mean minimum temperature | Mean_Minimum_Temperature | Numerical, min = 14.00, max = 25.36, mean = 22.24, st. dev = 2.56 | | Mean drybulb temperature | Mean_Drybulb_Temperature | Numerical, min = 20.46, max = 29.87, mean = 26.59, st. dev = 1.84 | | Mean relative humidity | Mean_Relative_Humidity | Numerical, min = 57.00, max = 85.73, mean = 75.56, st. dev = 6.36 | | Total rainfall | Total_Rainfall | Numerical, min = 11.00, max = 4841.00, mean = 1264.52, st. dev = 1096.77 | | Industrial | Total number of industrial labors | Industrial_Labor | Numerical, min = 1471.00, max = 21368.00, mean = 7087.11, st. dev = 6573.51 | | Total number of industrial plants | Industrial_Plant | Numerical, min = 101.00, max = 727.00, mean = 263.75, st. dev = 167.60 | | Household | Total number of agriculturists | Agriculturists | Numerical, min = 197885.00, max = 1412997.00, mean = 628382.35, st. dev = 375015.78 | | Average expenditure per household | Expenditure | Numerical, min = 63795.00, max = 168442.00, mean = 112928.45, st. dev = 28137.06 | | Average income per household | Income | Numerical, min = 81571.00, max = 206231.00, mean = 143155.35, st. dev = 34841.15 | | Total number of households | Household | Numerical, min = 861.00, max = 1984.00, mean = 1479.48, st. dev = 318.94 | | Average liabilities per household | Liabilities | Numerical, min = 383606.00, max = 1536859.00, mean = 1005455.20, st. dev = 316864.28 | | Target variable | Electricity consumption | Demand_KW | Numerical, min = 0.10, max = 8731298.26, mean = 167920.67, st. dev = 358252.18 |
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