continuous dataset.csv
Column name
Description
Unit
datetime
Date-time index corresponding to Panama time-zone UTC-05:00 (index)
nat_demand
National electricity load (Target or Dependent variable)
MWh
T2M_toc
Temperature at 2 meters in Tocumen, Panama city
ºC
QV2M_toc
Relative humidity at 2 meters in Tocumen, Panama city
%
TQL_toc
Liquid precipitation in Tocumen, Panama city
liters/m
2
W2M_toc
Wind Speed at 2 meters in Tocumen, Panama city
m/s
T2M_san
Temperature at 2 meters in Santiago city
ºC
QV2M_san
Relative humidity at 2 meters in Santiago city
%
TQL_san
Liquid precipitation in Santiago city
l/m
2
W2M_san
Wind Speed at 2 meters in Santiago city
m/s
T2M_dav
Temperature at 2 meters in David city
ºC
QV2M_dav
Relative humidity at 2 meters in David city
%
TQL_dav
Liquid precipitation in David city
l/m
2
W2M_dav
Wind Speed at 2 meters in David city
m/s
Holiday_ID
Unique identification number
integer
holiday
Holiday binary indicator
1 = holiday, 0 = regular day
school
School period binary indicator
1 = school, 0 = vacations
train_dataframes.xlsx and test_dataframes.xlsx
Column name
Description
Unit
datetime
Date-time index corresponding to Panama time-zone UTC-05:00 (index)
week_X-2
Load lag from second previous week before forecast
MWh
week_X-3
Load lag from third previous week before forecast
MWh
week_X-4
Load lag from fourth previous week before forecast
MWh
MA_X-4
Load lag moving average, from first till fourth previous weeks before forecast
MWh
dayOfWeek
Day of the week, starting on Saturdays
[1,7]
weekend
Weekend binary indicator
1 = weekend, 0 = weekday
holiday
Holiday binary indicator
1 = holiday, 0 = regular day
Holiday_ID
Unique identification number
integer
hourOfDay
Hour of the day
[0, 23]
T2M_toc
Temperature at 2 meters in Tocumen, Panama city
ºC
DEMAND
National electricity load (Target or Dependent variable)
MWh
weekly pre-dispatch forecast.csv
Column name
Description
Unit
datetime
Date-time index corresponding to Panama time-zone UTC-05:00 (index)
load_forecast
Load forecast from weekly pre-dispatch report
MWh
- 1
- 2
- 3
- 4
- 5
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