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Jonathan Mühlenpfordt
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Merge pull request #17 from Open-Power-System-Data/expand_scope
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‎.gitignore‎

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# Downloaded data
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original_data
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temp
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# Processed data
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# Data files
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*.csv
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*.xlsx
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*.xls
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*.xml
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*.sqlite
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*.sql
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*.pickle
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# take checksums.txt from root directory, ignore version directory
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*.json
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# take checksums.txt only from root directory and ignore files in the version directories
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????-??-??/checksums.txt
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# Generated files
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datapackage.json
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.idea/
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.ipynb_checkpoints/
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timeseries_scripts/__pycache__/
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*.pyc
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# files to include explicitly
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!notation.csv
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!areas.csv

‎README.md‎

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# Time series data package
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This repository contains scripts to create time series data of wind and solar in-feed into the grids of German Transmission System Operators (TSOs) as well as load time series for 37 European countries from ENTSO-E.
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This repository contains scripts that compile time series data of the European power system.
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See the [main Jupter notebook](main.ipynb) for further details.
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‎checksums.txt‎

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datapackage.json,3ea9a9a92e32cbd8d4b0cb6a288238f6a974ebfe2165bc409c968d92816afe06
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time_series.sqlite,b4f00aeabd82d463d73e50abf5ea4cb75c9c33dc6c42979fbfafaa66958e90a0
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time_series.xlsx,438475b97e394dfdd362735ae3f02a6f19d9b90286ce8abea80c04780a434252
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time_series_15min_multiindex.csv,61f8b1ebb3f7d4c26d2bcaf0d1922d9f86ab70158d3473521e65bfbbf828d2ef
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time_series_15min_singleindex.csv,a3e300b6f98225c6aba45e3e118c0977b5222368009a43950478a225cbc93fda
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time_series_15min_stacked.csv,c9820ce56488cef5f90e1412b3bf9bf9bc79941ffbaf353793ea87e34ae8066b
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time_series_60min_multiindex.csv,67abf3920fb30bc28d16cedb8ec1b2e86e285d595b595b956ed327d894eadb13
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time_series_60min_singleindex.csv,d210c11cd1fb06d128d302d2b2a2143f086e8b24f244fb98d3312e45a5aea173
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time_series_60min_stacked.csv,36c6d5d67ab0ee26064fdb33f299891e21ec09b3fe0671d64e8ab02d88e1acd5
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time_series.sqlite,038e3b5b873cbd0797dba9ebb9b3a678703e7c343329c0738aca3f6e46c7c492
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time_series.xlsx,ffbad2e4505c01ec47caea1009506f958daadbff738aee72566fe7e3bbe5ae70
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time_series_15min_multiindex.csv,760e13b30ca4ee7d5e4415717ae7bdaccb290693c92155b450f7fdab15a59da0
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time_series_15min_singleindex.csv,1720dd09814e734504b306529e5f7d7be45e7adfd84154bb8c4ee05093a38051
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time_series_15min_stacked.csv,bab766fdc1842d93acd77982ad9b40eef4080554228e75a2cb95799f97804da2
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time_series_30min_multiindex.csv,bed9dc8d2954bc35bb542ab501749db851348e16496c876a81f2456b3a1a6170
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time_series_30min_singleindex.csv,44cf43b76ca233af0775d971129837a1489fa20c780a63259a4a983f8769ed54
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time_series_30min_stacked.csv,0743bd47d0df1f2916526d6fd4805d4e62cb6e750df3d911bddc4ab9cb681d49
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time_series_60min_multiindex.csv,0c0b357050c7ae08c1c64c5df9c09aedcd93992591c48fcfabaa9db7d2a4bce6
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time_series_60min_singleindex.csv,b37c07194d82cc851ea171c5feaaa8a3c94d110e520df641b80414dcf571fb5c
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time_series_60min_stacked.csv,229e31446a49b072c6a874fb4674fd74239eb937ae3768e5f443b5d6c28efa86

‎input/areas.csv‎

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OPSD area,ISO 3166-1 alpha-2,MapCode FTP,AreaName FTP used for OPSD,primary concept,temporal resolution,15min,30min,60min,EIC,Meaning,country,bidding zone,bidding zone aggregation,control area,market balance area,load from ENTSO-E TP,Generation from ENTSOE-TP,Price from ENTSO-E TP,generation from TSO,price from TSO,load from ENTSO-E data portal
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AT,AT,AT,Austria,country,15min,True,False,False,10YAT-APG------L,"Austria, APG CA / MBA",Austria,,,APG CA,APG MBA,True,True,True,True,False,True
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BA,BA,,,country,60min,False,False,True,10YBA-JPCC-----D,"Bosnia Herzegovina, NOS BiH BZ / CA / MBA",Bosnia Herzegovina,NOS BiH BZ,,NOS BiH CA,NOS BiH MBA,False,False,False,False,False,True
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BE,BE,BE,Belgium,country,60min,False,False,True,10YBE----------2,"Belgium, Elia BZ / CA / MBA",Belgium,Elia BZ,,Elia CA,Elia MBA,True,True,False,False,False,True
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BG,BG,BG,Bulgaria,country,60min,False,False,True,10YCA-BULGARIA-R,"Bulgaria, ESO BZ / CA / MBA",Bulgaria,ESO BZ,,ESO CA,ESO MBA,True,True,False,False,False,True
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CH,CH,CH,Switzerland,country,60min,False,False,True,10YCH-SWISSGRIDZ,"Switzerland, Swissgrid BZ / CA / MBA",Switzerland,Swissgrid BZ,,Swissgrid CA,Swissgrid MBA,True,True,False,False,False,True
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CS,,,,country,60min,False,False,True,,,Serbia and Montenegro,,,,,False,False,False,False,False,True
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CY,CY,CY,Cyprus,country,30min,False,True,False,10YCY-1001A0003J,"Cyprus, Cyprus TSO BZ / CA / MBA",Cyprus,Cyprus TSO BZ,,Cyprus TSO CA,Cyprus TSO MBA,True,True,False,False,False,True
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CZ,CZ,CZ,Czech Republic,country,60min,False,False,True,10YCZ-CEPS-----N,"Czech Republic, CEPS BZ / CA/ MBA",Czech Republic,CEPS BZ,,CEPS CA,CEPS MBA,True,True,False,True,False,True
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DE,DE,DE,Germany,country,15min,True,False,False,10Y1001A1001A83F,Germany,Germany,,,,,True,True,False,False,False,True
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DE_50hertz,,DE_50HzT,50Hertz CA,control area,15min,True,False,False,10YDE-VE-------2,"50Hertz CA, DE(50HzT) BZA",,,DE(50HzT) BZA,50Hertz CA,,True,True,False,True,False,False
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DE_amprion,,DE_Amprion,Amprion CA,control area,15min,True,False,False,10YDE-RWENET---I,Amprion CA,,,,Amprion CA,,True,True,False,True,False,False
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DE_tennet,,DE_TenneT_GER,TenneT GER CA,control area,15min,True,False,False,10YDE-EON------1,TenneT GER CA,,,,TenneT GER CA,,True,True,False,True,False,False
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DE_transnetbw,,DE_TransnetBW,TransnetBW CA,control area,15min,True,False,False,10YDE-ENBW-----N,TransnetBW CA,,,,TransnetBW CA,,True,True,False,True,False,False
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DE_AT_LU,,,DE-AT-LU,bidding zone,15min,True,False,True,10Y1001A1001A63L,DE-AT-LU BZ,,DE-AT-LU,,,,True,True,False,False,False,False
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DK,DK,DK,Denmark,country,60min,False,False,True,10Y1001A1001A65H,Denmark,Denmark,,,,,True,True,False,True,False,True
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DK_1,,DK1,DK1 BZ,bidding zone,60min,False,False,True,10YDK-1--------W,DK1 BZ / MBA,,DK1 BZ,,,DK1 MBA,True,True,True,True,True,False
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DK_2,,DK2,DK2 BZ,bidding zone,60min,False,False,True,10YDK-2--------M,DK2 BZ / MBA,,DK2 BZ,,,DK2 MBA,True,True,True,True,True,False
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DK_energinet,,DK,Energinet CA,control area,60min,False,False,True,10Y1001A1001A796,Energinet CA,,,,Energinet CA,,True,True,False,True,False,False
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EE,EE,EE,Estonia,country,60min,False,False,True,10Y1001A1001A39I,"Estonia, Elering BZ / CA / MBA",Estonia,Elering BZ,,Elering CA,Elering MBA,True,True,False,False,False,True
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ES,ES,ES,Spain,country,60min,False,False,True,10YES-REE------0,"Spain, REE BZ / CA / MBA",Spain,REE BZ,,REE CA,REE MBA,True,True,False,False,False,True
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FI,FI,FI,Finland,country,60min,False,False,True,10YFI-1--------U,"Finland, Fingrid BZ / CA / MBA",Finland,Fingrid BZ,,Fingrid CA,Fingrid MBA,True,True,False,False,False,True
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FR,FR,FR,France,country,60min,False,False,True,10YFR-RTE------C,"France, RTE BZ / CA / MBA",France,RTE BZ,,RTE CA,RTE MBA,True,True,False,True,False,True
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GB,GB,GB,United Kingdom,country,30min,False,True,False,10Y1001A1001A92E,,United Kingdom,,,,,True,True,False,False,False,True
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GB_national_grid,,GB,National Grid BZ,bidding zone,30min,False,True,False,10YGB----------A,National Grid BZ / CA/ MBA,,National Grid BZ,,National Grid CA,National Grid MBA,True,True,True,False,False,False
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GB_NIR,,NIE,SONI CA,control area,30min,False,True,False,10Y1001A1001A016,"Northern Ireland, SONI CA",Northern Ireland,,,SONI CA,,True,True,False,False,False,False
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GR,GR,GR,Greece,country,60min,False,False,True,10YGR-HTSO-----Y,"Greece, IPTO BZ / CA/ MBA",Greece,IPTO BZ,,IPTO CA,IPTO MBA,True,True,False,False,False,True
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HR,HR,HR,Croatia,country,60min,False,False,True,10YHR-HEP------M,"Croatia, HOPS BZ / CA / MBA",Croatia,HOPS BZ,,HOPS CA,HOPS MBA,True,False,False,False,False,True
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HU,HU,HU,Hungary,country,15min,True,False,False,10YHU-MAVIR----U,"Hungary, MAVIR CA / BZ / MBA",Hungary,MAVIR BZ,,MAVIR CA,MAVIR MBA,True,True,False,False,False,True
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IE,IE,IE,Ireland,country,30min,False,True,False,10YIE-1001A00010,"Ireland, EirGrid CA",Ireland,,,EirGrid CA,,True,True,False,False,False,True
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IE_sem,,IE_SEM,Ireland - (SEM) BZ,bidding zone,30min,False,True,False,10Y1001A1001A59C,Ireland (SEM) BZ / MBA,,Ireland - (SEM) BZ,,,Ireland - (SEM) MBA,True,True,True,False,False,False
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IS,IS,,,country,60min,False,False,True,IS,Iceland,Iceland,,,,,False,False,False,False,False,True
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IT,IT,IT,Italy,country,60min,False,False,True,10YIT-GRTN-----B,"Italy, IT CA / MBA",Italy,,,Italy CA,Italy MBA,True,True,False,False,False,True
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IT_brindisi,,IT_BRNN,IT-Brindisi BZ,bidding zone,60min,False,False,True,10Y1001A1001A699,IT-Brindisi BZ,,IT-Brindisi BZ,,,,False,True,True,False,False,False
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IT_centre_north,,IT_CNOR,IT-Centre-North BZ,bidding zone,60min,False,False,True,10Y1001A1001A70O,IT-Centre-North BZ,,IT-Centre-North BZ,,,,True,True,True,False,False,False
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IT_centre_south,,IT_CSUD,IT-Centre-South BZ,bidding zone,60min,False,False,True,10Y1001A1001A71M,IT-Centre-South BZ,,IT-Centre-South BZ,,,,True,True,True,False,False,False
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IT_foggia,,IT_FOGN,IT-Foggia BZ,bidding zone,60min,False,False,True,10Y1001A1001A72K,IT-Foggia BZ,,IT-Foggia BZ,,,,False,True,True,False,False,False
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IT_GR,,IT_GR,IT-GR BZ,bidding zone,60min,False,False,True,10Y1001A1001A66F,IT-GR BZ,,IT-GR BZ,,,,False,False,True,False,False,False
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IT_north,,IT_NORD,IT-North BZ,bidding zone,60min,False,False,True,10Y1001A1001A73I,IT-North BZ,,IT-North BZ,,,,True,True,True,False,False,False
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IT_north_AT,,IT_NORD_AT,IT-North-AT BZ,bidding zone,60min,False,False,True,10Y1001A1001A80L,IT-North-AT BZ,,IT-North-AT BZ,,,,False,False,True,False,False,False
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IT_north_CH,,IT_NORD_CH,IT-North-CH BZ,bidding zone,60min,False,False,True,10Y1001A1001A68B,IT-North-CH BZ,,IT-North-CH BZ,,,,False,False,True,False,False,False
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IT_north_FR,,IT_NORD_FR,IT-North-FR BZ,bidding zone,60min,False,False,True,10Y1001A1001A81J,IT-North-FR BZ,,IT-North-FR BZ,,,,False,False,True,False,False,False
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IT_north_SI,,IT_NORD_SI,IT-North-SI BZ,bidding zone,60min,False,False,True,10Y1001A1001A67D,IT-North-SI BZ,,IT-North-SI BZ,,,,False,False,True,False,False,False
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IT_priolo,,IT_PRGP,IT-Priolo BZ,bidding zone,60min,False,False,True,10Y1001A1001A76C,IT-Priolo BZ,,IT-Priolo BZ,,,,False,True,True,False,False,False
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IT_rossano,,IT_ROSN,IT-Rossano BZ,bidding zone,60min,False,False,True,10Y1001A1001A77A,IT-Rossano BZ,,IT-Rossano BZ,,,,False,True,True,False,False,False
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IT_saco_ac,,IT_SACO_AC,Italy_Saco_AC,bidding zone,60min,False,False,True,10Y1001A1001A885,Italy_Saco_AC,,Italy_Saco_AC,,,,False,False,True,False,False,False
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IT_saco_dc,,IT_SACO_DC,Italy_Sacodc,bidding zone,60min,False,False,True,10Y1001A1001A893,Italy_Saco_DC,,Italy_Sacodc,,,,False,False,True,False,False,False
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IT_sardinia,,IT_SARD,IT-Sardinia BZ,bidding zone,60min,False,False,True,10Y1001A1001A74G,IT-Sardinia BZ,,IT-Sardinia BZ,,,,True,True,True,False,False,False
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IT_sicily,,IT_SICI,IT-Sicily BZ,bidding zone,60min,False,False,True,10Y1001A1001A75E,IT-Sicily BZ,,IT-Sicily BZ,,,,True,True,True,False,False,False
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IT_south,,IT_SUD,IT-South BZ,bidding zone,60min,False,False,True,10Y1001A1001A788,IT-South BZ,,IT-South BZ,,,,True,True,True,False,False,False
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LT,LT,LT,Lithuania,country,60min,False,False,True,10YLT-1001A0008Q,"Lithuania, Litgrid BZ / CA / MBA",Lithuania,Litgrid BZ,,Litgrid CA,Litgrid MBA,True,True,False,False,False,True
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LU,LU,LU,Luxembourg,country,15min,True,False,False,10YLU-CEGEDEL-NQ,"Luxembourg, CREOS CA",Luxembourg,,,CREOS CA,,True,False,False,False,False,True
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LV,LV,LV,Latvia,country,60min,False,False,True,10YLV-1001A00074,"Latvia, AST BZ / CA / MBA",Latvia,AST BZ,,AST CA,AST MBA,True,True,False,False,False,True
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ME,ME,ME,Montenegro,country,60min,False,False,True,10YCS-CG-TSO---S,"Montenegro, CGES BZ / CA / MBA",Montenegro,CGES BZ,,CGES CA,CGES MBA,True,True,False,False,False,True
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MK,MK,MK,Former Yugoslav Republic of Macedonia,country,60min,False,False,True,10YMK-MEPSO----8,"Former Yugoslav Republic of Macedonia, MEPSO BZ / CA / MBA",Former Yugoslav Republic of Macedonia,MEPSO BZ,,MEPSO CA,MEPSO MBA,True,True,False,False,False,True
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NL,NL,NL,Netherlands,country,15min,True,False,False,10YNL----------L,"Netherlands, TenneT NL BZ / CA/ MBA",Netherlands,TenneT NL BZ,,TenneT NL CA,TenneT NL MBA,True,True,False,False,False,True
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NO,NO,NO,Norway,country,60min,False,False,True,10YNO-0--------C,"Norway, Norway MBA, Stattnet CA",Norway,,,Statnett CA,Norway MBA,True,True,False,False,True,True
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NO_1,,NO1,NO1 BZ,bidding zone,60min,False,False,True,10YNO-1--------2,NO1 BZ / MBA,,NO1 BZ,,,NO1 MBA,True,True,True,False,False,False
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NO_2,,NO2,NO2 BZ,bidding zone,60min,False,False,True,10YNO-2--------T,NO2 BZ / MBA,,NO2 BZ,,,NO2 MBA,True,True,True,False,False,False
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NO_3,,NO3,NO3 BZ,bidding zone,60min,False,False,True,10YNO-3--------J,NO3 BZ / MBA,,NO3 BZ,,,NO3 MBA,True,True,True,False,False,False
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NO_4,,NO4,NO4 BZ,bidding zone,60min,False,False,True,10YNO-4--------9,NO4 BZ / MBA,,NO4 BZ,,,NO4 MBA,True,True,True,False,False,False
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NO_5,,NO5,NO5 BZ,bidding zone,60min,False,False,True,10Y1001A1001A48H,NO5 BZ / MBA,,NO5 BZ,,,NO5 MBA,True,True,True,False,False,False
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PL,PL,PL,Poland,country,60min,False,False,True,10YPL-AREA-----S,"Poland, PSE SA BZ / BZA / CA / MBA",Poland,PSE SA BZ,PSE SA BZA,PSE SA CA,PSE SA MBA,True,True,False,True,False,True
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PT,PT,PT,Portugal,country,60min,False,False,True,10YPT-REN------W,"Portugal, REN BZ / CA / MBA",Portugal,REN BZ,,REN CA,REN MBA,True,True,False,False,False,True
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RO,RO,RO,Romania,country,60min,False,False,True,10YRO-TEL------P,"Romania, Transelectrica BZ / CA/ MBA",Romania,Transelectrica BZ,,Transelectrica CA,Transelectrica MBA,True,True,False,False,False,True
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RS,RS,RS,Serbia,country,60min,False,False,True,10YCS-SERBIATSOV,"Serbia, EMS BZ / CA / MBA",Serbia,EMS BZ,,EMS CA,EMS MBA,True,False,False,False,False,True
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SE,SE,SE,Sweden,country,60min,False,False,True,10YSE-1--------K,"Sweden, Sweden MBA, SvK CA",Sweden,,,SvK CA,Sweden MBA,True,True,False,True,True,True
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SE_1,,SE1,SE1 BZ,bidding zone,60min,False,False,True,10Y1001A1001A44P,SE1 BZ / MBA,,SE1 BZ,,,SE1 MBA,True,True,True,False,False,False
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SE_2,,SE2,SE2 BZ,bidding zone,60min,False,False,True,10Y1001A1001A45N,SE2 BZ / MBA,,SE2 BZ,,,SE2 MBA,True,True,True,False,False,False
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SE_3,,SE3,SE3 BZ,bidding zone,60min,False,False,True,10Y1001A1001A46L,SE3 BZ / MBA,,SE3 BZ,,,SE3 MBA,True,True,True,False,True,False
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SE_4,,SE4,SE4 BZ,bidding zone,60min,False,False,True,10Y1001A1001A47J,SE4 BZ / MBA,,SE4 BZ,,,SE4 MBA,True,True,True,False,True,False
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SI,SI,SI,Slovenia,country,60min,False,False,True,10YSI-ELES-----O,"Slovenia, ELES BZ / CA / MBA",Slovenia,ELES BZ,,ELES CA,ELES MBA,True,True,False,False,False,True
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SK,SK,SK,Slovakia,country,60min,False,False,True,10YSK-SEPS-----K,"Slovakia, SEPS BZ / CA / MBA",Slovakia,SEPS BZ,,SEPS CA,SEPS MBA,True,True,False,False,False,True
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UA_west,,,,bidding zone,60min,False,False,True,10YUA-WEPS-----0,Ukraine WEPS BZ / CA / MBA,,Ukraine WEPS BZ,,Ukraine WEPS CA,Ukraine WEPS MBA,False,False,False,False,False,False
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,AL,,,,,,,,10YAL-KESH-----5,"Albania, OST BZ / CA / MBA",Albania,OST BZ,,OST CA,OST MBA,False,False,False,False,False,False
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,BY,,,,,,,,BY,Belarus,Belarus,,,,,False,False,False,False,False,False
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,,,,,,,,,10Y1001A1001A51S,Belarus BZ / CA / MBA,,Belarus BZ,,Belarus CA,Belarus MBA,False,False,False,False,False,False
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,,,,,,,,,10YDOM-CZ-DE-SKK,BZ CZ+DE+SK BZ / BZA,,BZ CZ+DE+SK BZ,BZ CZ+DE+SK BZA,,,False,False,False,False,False,False
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,,,,,,,,,10YDOM-REGION-1V,CWE Region,,,,,,False,False,False,False,False,False
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,,,,,,,,,10Y1001A1001A82H,DE-LU MBA,,,,,DE-LU MBA,False,False,False,False,False,False
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,,,,,,,,,10Y1001A1001A84D,IT-MACROZONE NORTH MBA,,,,,IT-MACROZONE NORTH MBA,False,False,False,False,False,False
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,,,,,,,,,10Y1001A1001A85B,IT-MACROZONE SOUTH MBA,,,,,IT-MACROZONE SOUTH MBA,False,False,False,False,False,False
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,,,,,,,,,10Y1001A1001A877,IT-Malta BZ,,IT-Malta BZ,,,,False,False,False,False,False,False
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,,,,,,,,,10Y1001A1001A50U,Kaliningrad BZ / CA / MBA,,Kaliningrad BZ,,Kaliningrad CA,Kaliningrad MBA,False,False,False,False,False,False
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,MT,,,,,,,,10Y1001A1001A93C,"Malta, Malta BZ / CA / MBA",Malta,Malta BZ,,Malta CA,Malta MBA,False,False,False,False,False,False
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,,,,,,,,,10YDOM-1001A082L,PL-CZ BZA / CA,,,PL-CZ BZA,PL-CZ CA,,False,False,False,False,False,False
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,MD,,,,,,,,MD,Republic of Moldova,Republic of Moldova,,,,,False,False,False,False,False,False
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,,,,,,,,,10Y1001A1001A49F,Russia BZ / CA / MBA,,Russia BZ,,Russia CA,Russia MBA,False,False,False,False,False,False
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,RU,,,,,,,,RU,Russian Federation,Russian Federation,,,,,False,False,False,False,False,False
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,TR,,,,,,,,TR,Turkey,Turkey,,,,,False,False,False,False,False,False
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,,,,,,,,,10YTR-TEIAS----W,Turkey BZ / CA / MBA,,Turkey BZ,,Turkey CA,Turkey MBA,False,False,False,False,False,False
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,UA,,,,,,,,UA,Ukraine,Ukraine,,,,,False,False,False,False,False,False
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,,,,,,,,,10Y1001A1001A869,Ukraine BZ / CA / MBA,,Ukraine BZ,,Ukraine CA,Ukraine MBA,False,False,False,False,False,False

‎input/notation.csv‎

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region,variable,attribute,Explanation
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"ISO-2 digit country code and name of balancing area if applicable, eg. DE_amprion",load,old,Hourly Load from ENTSO-E Data Portal
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"ISO-2 digit country code and name of balancing area if applicable, eg. DE_amprion",load,new,Hourly Load from ENTSO-E Transparency Platform
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"ISO-2 digit country code and name of balancing area if applicable, eg. DE_amprion",price,day_ahead,Day-ahead spot price
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"ISO-2 digit country code and name of balancing area if applicable, eg. DE_amprion",solar / wind-onshore / wind-offshore,generation,Electricity produced py solar power plants
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"ISO-2 digit country code and name of balancing area if applicable, eg. DE_amprion",solar / wind-onshore / wind-offshore,forecast,Day-ahead generation forecast
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"ISO-2 digit country code and name of balancing area if applicable, eg. DE_amprion",solar / wind-onshore / wind-offshore,capacity,Installed capacity (actual availability not accounted for)
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"ISO-2 digit country code and name of balancing area if applicable, eg. DE_amprion",solar / wind-onshore / wind-offshore,profile,Share of installed capacity producing

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