Data Platform
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Time series |
|
| Package version | |
| Description | Load, wind and solar, prices in hourly resolution |
| Notes | This data package contains different kinds of timeseries data relevant for power system modelling, namely electricity consumption (load) for 36 European countries as well as wind and solar power generation and capacities and prices for a growing subset of countries. The timeseries become available at different points in time depending on the sources. The data has been downloaded from the sources, resampled and merged in a large CSV file with hourly resolution. Additionally, the data available at a higher resolution (Some renewables in-feed, 15 minutes) is provided in a separate file. All data processing is conducted in python and pandas and has been documented in the Jupyter notebooks linked below. |
| Last changes | include ENTSO E transparency, RTE, APG |
| Geographical scope | 35 European countries |
| Documentation | Documentation and script (view on GitHub) |
| Download |
Data package (zip) opsd-time_series-2017-07-09.zip (162 MB) Individual data files (csv, xlsx) time_series.xlsx (123 MB) time_series_15min_singleindex.csv (101 MB) Alternative file formats 
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time_series_30min_singleindex.csv (7 MB) Alternative file formats
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time_series_60min_singleindex.csv (86 MB) Alternative file formats
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Database (SQLite) time_series.sqlite (133 MB) |
| Meta data |
README.md datapackage.json |
| Input data | View original input data |
| Sources | TenneT | BNetzA and Netztransparenz.de | Energinet.dk | 50Hertz | TransnetBW | APG | PSE | Amprion | RTE | ENTSO-E Transparency | CEPS | Svenska Kraftnaet | own calculation | ENTSO-E Data Portal |
| Report issue | Report an issue on Github |
| Contact | Jonathan Muehlenpfordt |
| Subscribe | Get notified by email for updates |
| Attribution in Chicago author-date style should be given as follows: "Open Power System Data. 2017. Data Package Time series. Version 2017-07-09. https://data.open-power-system-data.org/time_series/2017-07-09/. (Primary data from various sources, for a complete list see URL)." | |
Field documentation
time series 15min singleindex.csv
| Field Name | Type (Format) | Description | Source |
|---|---|---|---|
| utc_timestamp | datetime (fmt:%Y-%m-%dT%H%M%SZ) | Start of timeperiod in Coordinated Universal Time | |
| cet_cest_timestamp | datetime (fmt:%Y-%m-%dT%H%M%S%z) | Start of timeperiod in Central European (Summer-) Time | |
| interpolated_values | string | marker to indicate which columns are missing data in source data and has been interpolated (e.g. DE_transnetbw_solar_generation) | |
| AT_load_new | number (float) | Total load in Austria in MW | ENTSO-E Transparency |
| AT_solar_generation | number (float) | Actual solar generation in Austria in MW | APG |
| AT_wind_onshore_generation | number (float) | Actual wind_onshore generation in Austria in MW | APG |
| CZ_solar_generation | number (float) | Actual solar generation in Czech Republic in MW | CEPS |
| CZ_wind_onshore_generation | number (float) | Actual wind_onshore generation in Czech Republic in MW | CEPS |
| DE_load_new | number (float) | Total load in Germany in MW | ENTSO-E Transparency |
| DE_solar_capacity | number (float) | Electrical capacity of solar in Germany in MW | BNetzA and Netztransparenz.de |
| DE_solar_generation | number (float) | Actual solar generation in Germany in MW | own calculation |
| DE_solar_profile | number (float) | Percentage of solar capacity producing in Germany | own calculation |
| DE_wind_capacity | number (float) | Electrical capacity of wind in Germany in MW | BNetzA and Netztransparenz.de |
| DE_wind_generation | number (float) | Actual wind generation in Germany in MW | own calculation |
| DE_wind_profile | number (float) | Percentage of wind capacity producing in Germany | own calculation |
| DE_wind_offshore_capacity | number (float) | Electrical capacity of wind_offshore in Germany in MW | BNetzA and Netztransparenz.de |
| DE_wind_offshore_generation | number (float) | Actual wind_offshore generation in Germany in MW | own calculation |
| DE_wind_offshore_profile | number (float) | Percentage of wind_offshore capacity producing in Germany | own calculation |
| DE_wind_onshore_capacity | number (float) | Electrical capacity of wind_onshore in Germany in MW | BNetzA and Netztransparenz.de |
| DE_wind_onshore_generation | number (float) | Actual wind_onshore generation in Germany in MW | own calculation |
| DE_wind_onshore_profile | number (float) | Percentage of wind_onshore capacity producing in Germany | own calculation |
| DE_50hertz_load_new | number (float) | Total load in 50Hertz CA (control area) in MW | ENTSO-E Transparency |
| DE_50hertz_solar_forecast | number (float) | Forecasted solar generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_solar_generation | number (float) | Actual solar generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_forecast | number (float) | Forecasted wind generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_generation | number (float) | Actual wind generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_offshore_forecast | number (float) | Forecasted wind_offshore generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_offshore_generation | number (float) | Actual wind_offshore generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_onshore_forecast | number (float) | Forecasted wind_onshore generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_onshore_generation | number (float) | Actual wind_onshore generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_AT_LU_load_new | number (float) | Total load in DE-AT-LU (bidding zone) in MW | ENTSO-E Transparency |
| DE_AT_LU_solar_generation | number (float) | Actual solar generation in DE-AT-LU (bidding zone) in MW | ENTSO-E Transparency |
| DE_AT_LU_wind_offshore_generation | number (float) | Actual wind_offshore generation in DE-AT-LU (bidding zone) in MW | ENTSO-E Transparency |
| DE_AT_LU_wind_onshore_generation | number (float) | Actual wind_onshore generation in DE-AT-LU (bidding zone) in MW | ENTSO-E Transparency |
| DE_amprion_load_new | number (float) | Total load in Amprion CA (control area) in MW | ENTSO-E Transparency |
| DE_amprion_solar_forecast | number (float) | Forecasted solar generation in Amprion CA (control area) in MW | Amprion |
| DE_amprion_solar_generation | number (float) | Actual solar generation in Amprion CA (control area) in MW | Amprion |
| DE_amprion_wind_forecast | number (float) | Forecasted wind generation in Amprion CA (control area) in MW | Amprion |
| DE_amprion_wind_generation | number (float) | Actual wind generation in Amprion CA (control area) in MW | Amprion |
| DE_amprion_wind_onshore_generation | number (float) | Actual wind_onshore generation in Amprion CA (control area) in MW | own calculation |
| DE_tennet_load_new | number (float) | Total load in TenneT GER CA (control area) in MW | ENTSO-E Transparency |
| DE_tennet_solar_forecast | number (float) | Forecasted solar generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_solar_generation | number (float) | Actual solar generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_wind_forecast | number (float) | Forecasted wind generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_wind_generation | number (float) | Actual wind generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_wind_offshore_generation | number (float) | Actual wind_offshore generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_wind_onshore_generation | number (float) | Actual wind_onshore generation in TenneT GER CA (control area) in MW | own calculation |
| DE_transnetbw_load_new | number (float) | Total load in TransnetBW CA (control area) in MW | ENTSO-E Transparency |
| DE_transnetbw_solar_forecast | number (float) | Forecasted solar generation in TransnetBW CA (control area) in MW | TransnetBW |
| DE_transnetbw_solar_generation | number (float) | Actual solar generation in TransnetBW CA (control area) in MW | TransnetBW |
| DE_transnetbw_wind_forecast | number (float) | Forecasted wind generation in TransnetBW CA (control area) in MW | TransnetBW |
| DE_transnetbw_wind_generation | number (float) | Actual wind generation in TransnetBW CA (control area) in MW | TransnetBW |
| DE_transnetbw_wind_onshore_generation | number (float) | Actual wind_onshore generation in TransnetBW CA (control area) in MW | own calculation |
| HU_load_new | number (float) | Total load in Hungary in MW | ENTSO-E Transparency |
| HU_wind_onshore_generation | number (float) | Actual wind_onshore generation in Hungary in MW | ENTSO-E Transparency |
| LU_load_new | number (float) | Total load in Luxembourg in MW | ENTSO-E Transparency |
| NL_load_new | number (float) | Total load in Netherlands in MW | ENTSO-E Transparency |
| NL_solar_generation | number (float) | Actual solar generation in Netherlands in MW | ENTSO-E Transparency |
| NL_wind_offshore_generation | number (float) | Actual wind_offshore generation in Netherlands in MW | ENTSO-E Transparency |
| NL_wind_onshore_generation | number (float) | Actual wind_onshore generation in Netherlands in MW | ENTSO-E Transparency |
time series 30min singleindex.csv
| Field Name | Type (Format) | Description | Source |
|---|---|---|---|
| utc_timestamp | datetime (fmt:%Y-%m-%dT%H%M%SZ) | Start of timeperiod in Coordinated Universal Time | |
| cet_cest_timestamp | datetime (fmt:%Y-%m-%dT%H%M%S%z) | Start of timeperiod in Central European (Summer-) Time | |
| interpolated_values | string | marker to indicate which columns are missing data in source data and has been interpolated (e.g. DE_transnetbw_solar_generation) | |
| CY_load_new | number (float) | Total load in Cyprus in MW | ENTSO-E Transparency |
| CY_wind_onshore_generation | number (float) | Actual wind_onshore generation in Cyprus in MW | ENTSO-E Transparency |
| GB_load_new | number (float) | Total load in United Kingdom in MW | ENTSO-E Transparency |
| GB_solar_generation | number (float) | Actual solar generation in United Kingdom in MW | ENTSO-E Transparency |
| GB_wind_offshore_generation | number (float) | Actual wind_offshore generation in United Kingdom in MW | ENTSO-E Transparency |
| GB_wind_onshore_generation | number (float) | Actual wind_onshore generation in United Kingdom in MW | ENTSO-E Transparency |
| GB_NIR_load_new | number (float) | Total load in SONI CA (control area) in MW | ENTSO-E Transparency |
| GB_NIR_wind_onshore_generation | number (float) | Actual wind_onshore generation in SONI CA (control area) in MW | ENTSO-E Transparency |
| GB_national_grid_load_new | number (float) | Total load in National Grid BZ (bidding zone) in MW | ENTSO-E Transparency |
| GB_national_grid_solar_generation | number (float) | Actual solar generation in National Grid BZ (bidding zone) in MW | ENTSO-E Transparency |
| GB_national_grid_wind_offshore_generation | number (float) | Actual wind_offshore generation in National Grid BZ (bidding zone) in MW | ENTSO-E Transparency |
| GB_national_grid_wind_onshore_generation | number (float) | Actual wind_onshore generation in National Grid BZ (bidding zone) in MW | ENTSO-E Transparency |
| IE_load_new | number (float) | Total load in Ireland in MW | ENTSO-E Transparency |
| IE_wind_onshore_generation | number (float) | Actual wind_onshore generation in Ireland in MW | ENTSO-E Transparency |
| IE_sem_load_new | number (float) | Total load in Ireland - (SEM) BZ (bidding zone) in MW | ENTSO-E Transparency |
| IE_sem_wind_onshore_generation | number (float) | Actual wind_onshore generation in Ireland - (SEM) BZ (bidding zone) in MW | ENTSO-E Transparency |
time series 60min singleindex.csv
| Field Name | Type (Format) | Description | Source |
|---|---|---|---|
| utc_timestamp | datetime (fmt:%Y-%m-%dT%H%M%SZ) | Start of timeperiod in Coordinated Universal Time | |
| cet_cest_timestamp | datetime (fmt:%Y-%m-%dT%H%M%S%z) | Start of timeperiod in Central European (Summer-) Time | |
| interpolated_values | string | marker to indicate which columns are missing data in source data and has been interpolated (e.g. DE_transnetbw_solar_generation) | |
| AT_load_new | number (float) | Total load in Austria in MW | ENTSO-E Transparency |
| AT_load_old | number (float) | Total load in Austria in MW | ENTSO-E Data Portal |
| AT_solar_generation | number (float) | Actual solar generation in Austria in MW | APG |
| AT_wind_onshore_generation | number (float) | Actual wind_onshore generation in Austria in MW | APG |
| BA_load_old | number (float) | Total load in Bosnia Herzegovina in MW | ENTSO-E Data Portal |
| BE_load_new | number (float) | Total load in Belgium in MW | ENTSO-E Transparency |
| BE_load_old | number (float) | Total load in Belgium in MW | ENTSO-E Data Portal |
| BE_solar_generation | number (float) | Actual solar generation in Belgium in MW | ENTSO-E Transparency |
| BE_wind_offshore_generation | number (float) | Actual wind_offshore generation in Belgium in MW | ENTSO-E Transparency |
| BE_wind_onshore_generation | number (float) | Actual wind_onshore generation in Belgium in MW | ENTSO-E Transparency |
| BG_load_new | number (float) | Total load in Bulgaria in MW | ENTSO-E Transparency |
| BG_load_old | number (float) | Total load in Bulgaria in MW | ENTSO-E Data Portal |
| BG_solar_generation | number (float) | Actual solar generation in Bulgaria in MW | ENTSO-E Transparency |
| BG_wind_onshore_generation | number (float) | Actual wind_onshore generation in Bulgaria in MW | ENTSO-E Transparency |
| CH_load_new | number (float) | Total load in Switzerland in MW | ENTSO-E Transparency |
| CH_load_old | number (float) | Total load in Switzerland in MW | ENTSO-E Data Portal |
| CH_solar_generation | number (float) | Actual solar generation in Switzerland in MW | ENTSO-E Transparency |
| CH_wind_onshore_generation | number (float) | Actual wind_onshore generation in Switzerland in MW | ENTSO-E Transparency |
| CS_load_old | number (float) | Total load in Serbia and Montenegro in MW | ENTSO-E Data Portal |
| CY_load_new | number (float) | Total load in Cyprus in MW | ENTSO-E Transparency |
| CY_load_old | number (float) | Total load in Cyprus in MW | ENTSO-E Data Portal |
| CY_wind_onshore_generation | number (float) | Actual wind_onshore generation in Cyprus in MW | ENTSO-E Transparency |
| CZ_load_new | number (float) | Total load in Czech Republic in MW | ENTSO-E Transparency |
| CZ_load_old | number (float) | Total load in Czech Republic in MW | ENTSO-E Data Portal |
| CZ_solar_generation | number (float) | Actual solar generation in Czech Republic in MW | CEPS |
| CZ_wind_onshore_generation | number (float) | Actual wind_onshore generation in Czech Republic in MW | CEPS |
| DE_load_new | number (float) | Total load in Germany in MW | ENTSO-E Transparency |
| DE_load_old | number (float) | Total load in Germany in MW | ENTSO-E Data Portal |
| DE_price_day_ahead | number (float) | Day-ahead spot price for Germany in EUR | Energinet.dk |
| DE_solar_capacity | number (float) | Electrical capacity of solar in Germany in MW | BNetzA and Netztransparenz.de |
| DE_solar_generation | number (float) | Actual solar generation in Germany in MW | own calculation |
| DE_solar_profile | number (float) | Percentage of solar capacity producing in Germany | own calculation |
| DE_wind_capacity | number (float) | Electrical capacity of wind in Germany in MW | BNetzA and Netztransparenz.de |
| DE_wind_generation | number (float) | Actual wind generation in Germany in MW | own calculation |
| DE_wind_profile | number (float) | Percentage of wind capacity producing in Germany | own calculation |
| DE_wind_offshore_capacity | number (float) | Electrical capacity of wind_offshore in Germany in MW | BNetzA and Netztransparenz.de |
| DE_wind_offshore_generation | number (float) | Actual wind_offshore generation in Germany in MW | own calculation |
| DE_wind_offshore_profile | number (float) | Percentage of wind_offshore capacity producing in Germany | own calculation |
| DE_wind_onshore_capacity | number (float) | Electrical capacity of wind_onshore in Germany in MW | BNetzA and Netztransparenz.de |
| DE_wind_onshore_generation | number (float) | Actual wind_onshore generation in Germany in MW | own calculation |
| DE_wind_onshore_profile | number (float) | Percentage of wind_onshore capacity producing in Germany | own calculation |
| DE_50hertz_load_new | number (float) | Total load in 50Hertz CA (control area) in MW | ENTSO-E Transparency |
| DE_50hertz_solar_forecast | number (float) | Forecasted solar generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_solar_generation | number (float) | Actual solar generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_forecast | number (float) | Forecasted wind generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_generation | number (float) | Actual wind generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_offshore_forecast | number (float) | Forecasted wind_offshore generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_offshore_generation | number (float) | Actual wind_offshore generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_onshore_forecast | number (float) | Forecasted wind_onshore generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_50hertz_wind_onshore_generation | number (float) | Actual wind_onshore generation in 50Hertz CA (control area) in MW | 50Hertz |
| DE_AT_LU_load_new | number (float) | Total load in DE-AT-LU (bidding zone) in MW | ENTSO-E Transparency |
| DE_AT_LU_price_day_ahead | number (float) | Day-ahead spot price for DE-AT-LU (bidding zone) in EUR | ENTSO-E Transparency |
| DE_AT_LU_solar_generation | number (float) | Actual solar generation in DE-AT-LU (bidding zone) in MW | ENTSO-E Transparency |
| DE_AT_LU_wind_offshore_generation | number (float) | Actual wind_offshore generation in DE-AT-LU (bidding zone) in MW | ENTSO-E Transparency |
| DE_AT_LU_wind_onshore_generation | number (float) | Actual wind_onshore generation in DE-AT-LU (bidding zone) in MW | ENTSO-E Transparency |
| DE_amprion_load_new | number (float) | Total load in Amprion CA (control area) in MW | ENTSO-E Transparency |
| DE_amprion_solar_forecast | number (float) | Forecasted solar generation in Amprion CA (control area) in MW | Amprion |
| DE_amprion_solar_generation | number (float) | Actual solar generation in Amprion CA (control area) in MW | Amprion |
| DE_amprion_wind_forecast | number (float) | Forecasted wind generation in Amprion CA (control area) in MW | Amprion |
| DE_amprion_wind_generation | number (float) | Actual wind generation in Amprion CA (control area) in MW | Amprion |
| DE_amprion_wind_onshore_generation | number (float) | Actual wind_onshore generation in Amprion CA (control area) in MW | own calculation |
| DE_tennet_load_new | number (float) | Total load in TenneT GER CA (control area) in MW | ENTSO-E Transparency |
| DE_tennet_solar_forecast | number (float) | Forecasted solar generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_solar_generation | number (float) | Actual solar generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_wind_forecast | number (float) | Forecasted wind generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_wind_generation | number (float) | Actual wind generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_wind_offshore_generation | number (float) | Actual wind_offshore generation in TenneT GER CA (control area) in MW | TenneT |
| DE_tennet_wind_onshore_generation | number (float) | Actual wind_onshore generation in TenneT GER CA (control area) in MW | own calculation |
| DE_transnetbw_load_new | number (float) | Total load in TransnetBW CA (control area) in MW | ENTSO-E Transparency |
| DE_transnetbw_solar_forecast | number (float) | Forecasted solar generation in TransnetBW CA (control area) in MW | TransnetBW |
| DE_transnetbw_solar_generation | number (float) | Actual solar generation in TransnetBW CA (control area) in MW | TransnetBW |
| DE_transnetbw_wind_forecast | number (float) | Forecasted wind generation in TransnetBW CA (control area) in MW | TransnetBW |
| DE_transnetbw_wind_generation | number (float) | Actual wind generation in TransnetBW CA (control area) in MW | TransnetBW |
| DE_transnetbw_wind_onshore_generation | number (float) | Actual wind_onshore generation in TransnetBW CA (control area) in MW | own calculation |
| DK_load_new | number (float) | Total load in Denmark in MW | ENTSO-E Transparency |
| DK_load_old | number (float) | Total load in Denmark in MW | ENTSO-E Data Portal |
| DK_solar_generation | number (float) | Actual solar generation in Denmark in MW | ENTSO-E Transparency |
| DK_wind_offshore_generation | number (float) | Actual wind_offshore generation in Denmark in MW | Energinet.dk |
| DK_wind_onshore_generation | number (float) | Actual wind_onshore generation in Denmark in MW | Energinet.dk |
| DK_1_load_new | number (float) | Total load in DK1 BZ (bidding zone) in MW | ENTSO-E Transparency |
| DK_1_load_old | number (float) | Total load in DK1 BZ (bidding zone) in MW | ENTSO-E Data Portal |
| DK_1_price_day_ahead | number (float) | Day-ahead spot price for DK1 BZ (bidding zone) in EUR | Energinet.dk |
| DK_1_solar_generation | number (float) | Actual solar generation in DK1 BZ (bidding zone) in MW | Energinet.dk |
| DK_1_wind_generation | number (float) | Actual wind generation in DK1 BZ (bidding zone) in MW | Energinet.dk |
| DK_1_wind_offshore_generation | number (float) | Actual wind_offshore generation in DK1 BZ (bidding zone) in MW | ENTSO-E Transparency |
| DK_1_wind_onshore_generation | number (float) | Actual wind_onshore generation in DK1 BZ (bidding zone) in MW | ENTSO-E Transparency |
| DK_2_load_new | number (float) | Total load in DK2 BZ (bidding zone) in MW | ENTSO-E Transparency |
| DK_2_price_day_ahead | number (float) | Day-ahead spot price for DK2 BZ (bidding zone) in EUR | Energinet.dk |
| DK_2_solar_generation | number (float) | Actual solar generation in DK2 BZ (bidding zone) in MW | Energinet.dk |
| DK_2_wind_generation | number (float) | Actual wind generation in DK2 BZ (bidding zone) in MW | Energinet.dk |
| DK_2_wind_offshore_generation | number (float) | Actual wind_offshore generation in DK2 BZ (bidding zone) in MW | ENTSO-E Transparency |
| DK_2_wind_onshore_generation | number (float) | Actual wind_onshore generation in DK2 BZ (bidding zone) in MW | ENTSO-E Transparency |
| DK_energinet_load_new | number (float) | Total load in Energinet CA (control area) in MW | ENTSO-E Transparency |
| DK_energinet_solar_generation | number (float) | Actual solar generation in Energinet CA (control area) in MW | ENTSO-E Transparency |
| DK_energinet_wind_offshore_generation | number (float) | Actual wind_offshore generation in Energinet CA (control area) in MW | ENTSO-E Transparency |
| DK_energinet_wind_onshore_generation | number (float) | Actual wind_onshore generation in Energinet CA (control area) in MW | ENTSO-E Transparency |
| EE_load_new | number (float) | Total load in Estonia in MW | ENTSO-E Transparency |
| EE_load_old | number (float) | Total load in Estonia in MW | ENTSO-E Data Portal |
| EE_solar_generation | number (float) | Actual solar generation in Estonia in MW | ENTSO-E Transparency |
| EE_wind_onshore_generation | number (float) | Actual wind_onshore generation in Estonia in MW | ENTSO-E Transparency |
| ES_load_new | number (float) | Total load in Spain in MW | ENTSO-E Transparency |
| ES_load_old | number (float) | Total load in Spain in MW | ENTSO-E Data Portal |
| ES_solar_generation | number (float) | Actual solar generation in Spain in MW | ENTSO-E Transparency |
| ES_wind_onshore_generation | number (float) | Actual wind_onshore generation in Spain in MW | ENTSO-E Transparency |
| FI_load_new | number (float) | Total load in Finland in MW | ENTSO-E Transparency |
| FI_load_old | number (float) | Total load in Finland in MW | ENTSO-E Data Portal |
| FI_wind_onshore_generation | number (float) | Actual wind_onshore generation in Finland in MW | ENTSO-E Transparency |
| FR_load_new | number (float) | Total load in France in MW | ENTSO-E Transparency |
| FR_load_old | number (float) | Total load in France in MW | ENTSO-E Data Portal |
| FR_solar_generation | number (float) | Actual solar generation in France in MW | RTE |
| FR_wind_onshore_generation | number (float) | Actual wind_onshore generation in France in MW | RTE |
| GB_load_new | number (float) | Total load in United Kingdom in MW | ENTSO-E Transparency |
| GB_load_old | number (float) | Total load in United Kingdom in MW | ENTSO-E Data Portal |
| GB_solar_generation | number (float) | Actual solar generation in United Kingdom in MW | ENTSO-E Transparency |
| GB_wind_offshore_generation | number (float) | Actual wind_offshore generation in United Kingdom in MW | ENTSO-E Transparency |
| GB_wind_onshore_generation | number (float) | Actual wind_onshore generation in United Kingdom in MW | ENTSO-E Transparency |
| GB_NIR_load_new | number (float) | Total load in SONI CA (control area) in MW | ENTSO-E Transparency |
| GB_NIR_load_old | number (float) | Total load in SONI CA (control area) in MW | ENTSO-E Data Portal |
| GB_NIR_wind_onshore_generation | number (float) | Actual wind_onshore generation in SONI CA (control area) in MW | ENTSO-E Transparency |
| GB_national_grid_load_new | number (float) | Total load in National Grid BZ (bidding zone) in MW | ENTSO-E Transparency |
| GB_national_grid_solar_generation | number (float) | Actual solar generation in National Grid BZ (bidding zone) in MW | ENTSO-E Transparency |
| GB_national_grid_wind_offshore_generation | number (float) | Actual wind_offshore generation in National Grid BZ (bidding zone) in MW | ENTSO-E Transparency |
| GB_national_grid_wind_onshore_generation | number (float) | Actual wind_onshore generation in National Grid BZ (bidding zone) in MW | ENTSO-E Transparency |
| GR_load_new | number (float) | Total load in Greece in MW | ENTSO-E Transparency |
| GR_load_old | number (float) | Total load in Greece in MW | ENTSO-E Data Portal |
| GR_solar_generation | number (float) | Actual solar generation in Greece in MW | ENTSO-E Transparency |
| GR_wind_onshore_generation | number (float) | Actual wind_onshore generation in Greece in MW | ENTSO-E Transparency |
| HR_load_new | number (float) | Total load in Croatia in MW | ENTSO-E Transparency |
| HR_load_old | number (float) | Total load in Croatia in MW | ENTSO-E Data Portal |
| HU_load_new | number (float) | Total load in Hungary in MW | ENTSO-E Transparency |
| HU_load_old | number (float) | Total load in Hungary in MW | ENTSO-E Data Portal |
| HU_wind_onshore_generation | number (float) | Actual wind_onshore generation in Hungary in MW | ENTSO-E Transparency |
| IE_load_new | number (float) | Total load in Ireland in MW | ENTSO-E Transparency |
| IE_load_old | number (float) | Total load in Ireland in MW | ENTSO-E Data Portal |
| IE_wind_onshore_generation | number (float) | Actual wind_onshore generation in Ireland in MW | ENTSO-E Transparency |
| IE_sem_load_new | number (float) | Total load in Ireland - (SEM) BZ (bidding zone) in MW | ENTSO-E Transparency |
| IE_sem_wind_onshore_generation | number (float) | Actual wind_onshore generation in Ireland - (SEM) BZ (bidding zone) in MW | ENTSO-E Transparency |
| IS_load_old | number (float) | Total load in Iceland in MW | ENTSO-E Data Portal |
| IT_load_new | number (float) | Total load in Italy in MW | ENTSO-E Transparency |
| IT_load_old | number (float) | Total load in Italy in MW | ENTSO-E Data Portal |
| IT_solar_generation | number (float) | Actual solar generation in Italy in MW | ENTSO-E Transparency |
| IT_wind_onshore_generation | number (float) | Actual wind_onshore generation in Italy in MW | ENTSO-E Transparency |
| IT_GR_price_day_ahead | number (float) | Day-ahead spot price for IT-GR BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_brindisi_price_day_ahead | number (float) | Day-ahead spot price for IT-Brindisi BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_brindisi_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-Brindisi BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_centre_north_load_new | number (float) | Total load in IT-Centre-North BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_centre_north_price_day_ahead | number (float) | Day-ahead spot price for IT-Centre-North BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_centre_north_solar_generation | number (float) | Actual solar generation in IT-Centre-North BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_centre_north_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-Centre-North BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_centre_south_load_new | number (float) | Total load in IT-Centre-South BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_centre_south_price_day_ahead | number (float) | Day-ahead spot price for IT-Centre-South BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_centre_south_solar_generation | number (float) | Actual solar generation in IT-Centre-South BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_centre_south_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-Centre-South BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_foggia_price_day_ahead | number (float) | Day-ahead spot price for IT-Foggia BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_foggia_solar_generation | number (float) | Actual solar generation in IT-Foggia BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_foggia_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-Foggia BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_north_load_new | number (float) | Total load in IT-North BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_north_price_day_ahead | number (float) | Day-ahead spot price for IT-North BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_north_solar_generation | number (float) | Actual solar generation in IT-North BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_north_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-North BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_north_AT_price_day_ahead | number (float) | Day-ahead spot price for IT-North-AT BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_north_CH_price_day_ahead | number (float) | Day-ahead spot price for IT-North-CH BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_north_FR_price_day_ahead | number (float) | Day-ahead spot price for IT-North-FR BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_north_SI_price_day_ahead | number (float) | Day-ahead spot price for IT-North-SI BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_priolo_price_day_ahead | number (float) | Day-ahead spot price for IT-Priolo BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_priolo_solar_generation | number (float) | Actual solar generation in IT-Priolo BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_priolo_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-Priolo BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_rossano_price_day_ahead | number (float) | Day-ahead spot price for IT-Rossano BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_rossano_solar_generation | number (float) | Actual solar generation in IT-Rossano BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_rossano_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-Rossano BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_saco_ac_price_day_ahead | number (float) | Day-ahead spot price for Italy_Saco_AC (bidding zone) in EUR | ENTSO-E Transparency |
| IT_saco_dc_price_day_ahead | number (float) | Day-ahead spot price for Italy_Sacodc (bidding zone) in EUR | ENTSO-E Transparency |
| IT_sardinia_load_new | number (float) | Total load in IT-Sardinia BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_sardinia_price_day_ahead | number (float) | Day-ahead spot price for IT-Sardinia BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_sardinia_solar_generation | number (float) | Actual solar generation in IT-Sardinia BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_sardinia_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-Sardinia BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_sicily_load_new | number (float) | Total load in IT-Sicily BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_sicily_price_day_ahead | number (float) | Day-ahead spot price for IT-Sicily BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_sicily_solar_generation | number (float) | Actual solar generation in IT-Sicily BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_sicily_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-Sicily BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_south_load_new | number (float) | Total load in IT-South BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_south_price_day_ahead | number (float) | Day-ahead spot price for IT-South BZ (bidding zone) in EUR | ENTSO-E Transparency |
| IT_south_solar_generation | number (float) | Actual solar generation in IT-South BZ (bidding zone) in MW | ENTSO-E Transparency |
| IT_south_wind_onshore_generation | number (float) | Actual wind_onshore generation in IT-South BZ (bidding zone) in MW | ENTSO-E Transparency |
| LT_load_new | number (float) | Total load in Lithuania in MW | ENTSO-E Transparency |
| LT_load_old | number (float) | Total load in Lithuania in MW | ENTSO-E Data Portal |
| LT_solar_generation | number (float) | Actual solar generation in Lithuania in MW | ENTSO-E Transparency |
| LT_wind_onshore_generation | number (float) | Actual wind_onshore generation in Lithuania in MW | ENTSO-E Transparency |
| LU_load_new | number (float) | Total load in Luxembourg in MW | ENTSO-E Transparency |
| LU_load_old | number (float) | Total load in Luxembourg in MW | ENTSO-E Data Portal |
| LV_load_new | number (float) | Total load in Latvia in MW | ENTSO-E Transparency |
| LV_load_old | number (float) | Total load in Latvia in MW | ENTSO-E Data Portal |
| LV_wind_onshore_generation | number (float) | Actual wind_onshore generation in Latvia in MW | ENTSO-E Transparency |
| ME_load_new | number (float) | Total load in Montenegro in MW | ENTSO-E Transparency |
| ME_load_old | number (float) | Total load in Montenegro in MW | ENTSO-E Data Portal |
| MK_load_new | number (float) | Total load in Former Yugoslav Republic of Macedonia in MW | ENTSO-E Transparency |
| MK_load_old | number (float) | Total load in Former Yugoslav Republic of Macedonia in MW | ENTSO-E Data Portal |
| MK_wind_onshore_generation | number (float) | Actual wind_onshore generation in Former Yugoslav Republic of Macedonia in MW | ENTSO-E Transparency |
| NL_load_new | number (float) | Total load in Netherlands in MW | ENTSO-E Transparency |
| NL_load_old | number (float) | Total load in Netherlands in MW | ENTSO-E Data Portal |
| NL_solar_generation | number (float) | Actual solar generation in Netherlands in MW | ENTSO-E Transparency |
| NL_wind_offshore_generation | number (float) | Actual wind_offshore generation in Netherlands in MW | ENTSO-E Transparency |
| NL_wind_onshore_generation | number (float) | Actual wind_onshore generation in Netherlands in MW | ENTSO-E Transparency |
| NO_load_new | number (float) | Total load in Norway in MW | ENTSO-E Transparency |
| NO_load_old | number (float) | Total load in Norway in MW | ENTSO-E Data Portal |
| NO_price_day_ahead | number (float) | Day-ahead spot price for Norway in EUR | Energinet.dk |
| NO_wind_onshore_generation | number (float) | Actual wind_onshore generation in Norway in MW | ENTSO-E Transparency |
| NO_1_load_new | number (float) | Total load in NO1 BZ (bidding zone) in MW | ENTSO-E Transparency |
| NO_1_price_day_ahead | number (float) | Day-ahead spot price for NO1 BZ (bidding zone) in EUR | ENTSO-E Transparency |
| NO_2_load_new | number (float) | Total load in NO2 BZ (bidding zone) in MW | ENTSO-E Transparency |
| NO_2_price_day_ahead | number (float) | Day-ahead spot price for NO2 BZ (bidding zone) in EUR | ENTSO-E Transparency |
| NO_2_wind_onshore_generation | number (float) | Actual wind_onshore generation in NO2 BZ (bidding zone) in MW | ENTSO-E Transparency |
| NO_3_load_new | number (float) | Total load in NO3 BZ (bidding zone) in MW | ENTSO-E Transparency |
| NO_3_price_day_ahead | number (float) | Day-ahead spot price for NO3 BZ (bidding zone) in EUR | ENTSO-E Transparency |
| NO_3_wind_onshore_generation | number (float) | Actual wind_onshore generation in NO3 BZ (bidding zone) in MW | ENTSO-E Transparency |
| NO_4_load_new | number (float) | Total load in NO4 BZ (bidding zone) in MW | ENTSO-E Transparency |
| NO_4_price_day_ahead | number (float) | Day-ahead spot price for NO4 BZ (bidding zone) in EUR | ENTSO-E Transparency |
| NO_4_wind_onshore_generation | number (float) | Actual wind_onshore generation in NO4 BZ (bidding zone) in MW | ENTSO-E Transparency |
| NO_5_load_new | number (float) | Total load in NO5 BZ (bidding zone) in MW | ENTSO-E Transparency |
| NO_5_price_day_ahead | number (float) | Day-ahead spot price for NO5 BZ (bidding zone) in EUR | ENTSO-E Transparency |
| NO_5_wind_onshore_generation | number (float) | Actual wind_onshore generation in NO5 BZ (bidding zone) in MW | ENTSO-E Transparency |
| PL_load_new | number (float) | Total load in Poland in MW | ENTSO-E Transparency |
| PL_load_old | number (float) | Total load in Poland in MW | ENTSO-E Data Portal |
| PL_wind_onshore_generation | number (float) | Actual wind_onshore generation in Poland in MW | PSE |
| PT_load_new | number (float) | Total load in Portugal in MW | ENTSO-E Transparency |
| PT_load_old | number (float) | Total load in Portugal in MW | ENTSO-E Data Portal |
| PT_solar_generation | number (float) | Actual solar generation in Portugal in MW | ENTSO-E Transparency |
| PT_wind_onshore_generation | number (float) | Actual wind_onshore generation in Portugal in MW | ENTSO-E Transparency |
| RO_load_new | number (float) | Total load in Romania in MW | ENTSO-E Transparency |
| RO_load_old | number (float) | Total load in Romania in MW | ENTSO-E Data Portal |
| RO_solar_generation | number (float) | Actual solar generation in Romania in MW | ENTSO-E Transparency |
| RO_wind_onshore_generation | number (float) | Actual wind_onshore generation in Romania in MW | ENTSO-E Transparency |
| RS_load_new | number (float) | Total load in Serbia in MW | ENTSO-E Transparency |
| RS_load_old | number (float) | Total load in Serbia in MW | ENTSO-E Data Portal |
| SE_load_new | number (float) | Total load in Sweden in MW | ENTSO-E Transparency |
| SE_load_old | number (float) | Total load in Sweden in MW | ENTSO-E Data Portal |
| SE_price_day_ahead | number (float) | Day-ahead spot price for Sweden in EUR | Energinet.dk |
| SE_solar_generation | number (float) | Actual solar generation in Sweden in MW | Svenska Kraftnaet |
| SE_wind_generation | number (float) | Actual wind generation in Sweden in MW | Svenska Kraftnaet |
| SE_wind_onshore_generation | number (float) | Actual wind_onshore generation in Sweden in MW | ENTSO-E Transparency |
| SE_1_load_new | number (float) | Total load in SE1 BZ (bidding zone) in MW | ENTSO-E Transparency |
| SE_1_price_day_ahead | number (float) | Day-ahead spot price for SE1 BZ (bidding zone) in EUR | ENTSO-E Transparency |
| SE_1_wind_onshore_generation | number (float) | Actual wind_onshore generation in SE1 BZ (bidding zone) in MW | ENTSO-E Transparency |
| SE_2_load_new | number (float) | Total load in SE2 BZ (bidding zone) in MW | ENTSO-E Transparency |
| SE_2_price_day_ahead | number (float) | Day-ahead spot price for SE2 BZ (bidding zone) in EUR | ENTSO-E Transparency |
| SE_2_wind_onshore_generation | number (float) | Actual wind_onshore generation in SE2 BZ (bidding zone) in MW | ENTSO-E Transparency |
| SE_3_load_new | number (float) | Total load in SE3 BZ (bidding zone) in MW | ENTSO-E Transparency |
| SE_3_price_day_ahead | number (float) | Day-ahead spot price for SE3 BZ (bidding zone) in EUR | Energinet.dk |
| SE_3_wind_onshore_generation | number (float) | Actual wind_onshore generation in SE3 BZ (bidding zone) in MW | ENTSO-E Transparency |
| SE_4_load_new | number (float) | Total load in SE4 BZ (bidding zone) in MW | ENTSO-E Transparency |
| SE_4_price_day_ahead | number (float) | Day-ahead spot price for SE4 BZ (bidding zone) in EUR | Energinet.dk |
| SE_4_wind_onshore_generation | number (float) | Actual wind_onshore generation in SE4 BZ (bidding zone) in MW | ENTSO-E Transparency |
| SI_load_new | number (float) | Total load in Slovenia in MW | ENTSO-E Transparency |
| SI_load_old | number (float) | Total load in Slovenia in MW | ENTSO-E Data Portal |
| SI_solar_generation | number (float) | Actual solar generation in Slovenia in MW | ENTSO-E Transparency |
| SI_wind_onshore_generation | number (float) | Actual wind_onshore generation in Slovenia in MW | ENTSO-E Transparency |
| SK_load_new | number (float) | Total load in Slovakia in MW | ENTSO-E Transparency |
| SK_load_old | number (float) | Total load in Slovakia in MW | ENTSO-E Data Portal |
| SK_solar_generation | number (float) | Actual solar generation in Slovakia in MW | ENTSO-E Transparency |
| UA_west_load_old | number (float) | Total load in Ukraine WEPS BZ (bidding zone) in MW | ENTSO-E Data Portal |