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数据描述
About Dataset
Energy generation and consumption data of year 2022. The data is for EU countries and UK.
In the "2022-2023" folder, the data is splitted into country wise. The time-series data of hourly granularity extracted from the ENTSO-E Transparency portal. This data includes:
- Electricity consumption (load)
- Wind energy generation
- Solar energy generation
- Other green energy generation
These features are provided for each of the mentioned countries and are aggregated at different intervals (15 min, 30 min, or 1h), depending on the country.
In the "2022-2023-hourly" folder, the data resampled to an hourly level. For example, data at a 15-minute resolution should be aggregated into 1-hour intervals by summing every 4 consecutive rows.
The "gen_2022_daily.csv" file contains the processed data from the raw time-series data of the "2022-2023" folder. This file contains only daily energy generation data of different countries by different generation types.
The "gen_2022_monthly.csv" file contains the processed data from the raw time-series data of the "2022-2023" folder. This file contains only monthly energy generation data of different countries by different generation types.
Column Description of "gen_2022_daily.csv" and "gen_2022_monthly.csv" files:
StartTime:
The start time of energy generation, for daily file, this is the start hour of 24 hour's day. For monthly file, this is the 1st day of the month.
EndTime:
The end time of energy generation, for daily file, this is the end hour of 24 hour's day. For monthly file, this is the last day of the month.
PsrType:
This is the energy generation type, there are 9 types of green energy generation, they are:
- B01 = Biomass
- B09 = Geothermal
- B10 = Hydro Pumped Storage
- B11 = Hydro Run-of-river and poundage
- B12 = Hydro Water Reservoir
- B13 = Marine
- B15 = Other renewable
- B16 = Solar
- B18 = Wind Offshore
- B19 = Wind Onshore
GenType
Energy generation type which is one level up of the PsrType.
- B18 and B19 = Wind
- B16 = Solar
- B10, B11, B12, B13 = Water
- B01, B09, B15 = Other
AreaID:
the areas of the energy generation.
Country:
CountryID:
- SP: 0, # Spain
- UK: 1, # United Kingdom
- DE: 2, # Germany
- DK: 3, # Denmark
- HU: 5, # Hungary
- SE: 4, # Sweden
- IT: 6, # Italy
- PO: 7, # Poland
- NL: 8 # Netherlands
quantity:
the generated energy in MAW(Magnetostrictive Amorphous Wire)
Notebooks about Data Ingestion:
https://www.kaggle.com/code/mahbuburrahman2020/se-europe-data-challenge-data-ingestion
Notebooks about Data Processing:
https://www.kaggle.com/code/mahbuburrahman2020/se-europe-data-challenge-data-processing
