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add more documentation

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This commit is contained in:
Fabian Neumann 2024-03-14 14:31:18 +01:00
parent f84707ba38
commit f695b63732
7 changed files with 40 additions and 5 deletions
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2
config/config.default.yaml
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@ -239,7 +239,7 @@ renewable:
flatten_dispatch: false
flatten_dispatch_buffer: 0.2
clip_min_inflow: 1.0
eia_norm_year: 2013
eia_norm_year: false
eia_correct_by_capacity: false
eia_approximate_missing: false

1
doc/configtables/load.csv
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@ -4,3 +4,4 @@ time_shift_for_large_gaps,string,string,"Periods which are used for copying time
manual_adjustments,bool,"{true, false}","Whether to adjust the load data manually according to the function in :func:`manual_adjustment`."
scaling_factor,--,float,"Global correction factor for the load time series."
fixed_year,--,Year or False,"To specify a fixed year for the load time series that deviates from the snapshots' year"
supplement_missing_data_artificially,bool,"{true, false}","Whether to supplement missing data for selected time period should be supplemented by artificial data from https://zenodo.org/record/7070438/files/demand_hourly.csv."
1 Unit Values Description
4 manual_adjustments bool {true, false} Whether to adjust the load data manually according to the function in :func:`manual_adjustment`.
5 scaling_factor -- float Global correction factor for the load time series.
6 fixed_year -- Year or False To specify a fixed year for the load time series that deviates from the snapshots' year
7 supplement_missing_data_artificially bool {true, false} Whether to supplement missing data for selected time period should be supplemented by artificial data from https://zenodo.org/record/7070438/files/demand_hourly.csv.

1
rules/build_sector.smk
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@ -908,7 +908,6 @@ rule prepare_sector_network:
else []
),
network=resources("networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc"),
energy_totals_name=resources("energy_totals.csv"),
eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition",
pop_weighted_energy_totals=resources(
"pop_weighted_energy_totals_s{simpl}_{clusters}.csv"

2
scripts/build_energy_totals.py
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@ -750,7 +750,7 @@ def build_transport_data(countries, population, idees):
missing = transport_data.index[transport_data["average fuel efficiency"].isna()]
if not missing.empty:
logger.info(
f"Missing data on fuel efficiency from:\n{list(missing)}\nFilling gapswith averaged data."
f"Missing data on fuel efficiency from:\n{list(missing)}\nFilling gaps with averaged data."
)
fill_values = transport_data["average fuel efficiency"].mean()

3
scripts/build_population_weighted_energy_totals.py
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@ -15,8 +15,9 @@ if __name__ == "__main__":
snakemake = mock_snakemake(
"build_population_weighted_energy_totals",
kind='energy',
simpl="",
clusters=48,
clusters=60,
)
set_scenario_config(snakemake)

2
scripts/build_shipping_demand.py
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@ -18,7 +18,7 @@ if __name__ == "__main__":
from _helpers import mock_snakemake
snakemake = mock_snakemake(
"build_shipping_demand_per_node",
"build_shipping_demand",
simpl="",
clusters=48,
)

34
scripts/new-energy-totals.csv Normal file
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@ -0,0 +1,34 @@
country,electricity residential space,total residential space,total residential water,electricity residential water,total residential cooking,electricity residential cooking,total residential,electricity residential,derived heat residential,thermal uses residential,total services space,electricity services space,total services water,electricity services water,total services cooking,electricity services cooking,total services,electricity services,derived heat services,thermal uses services,total agriculture electricity,total agriculture heat,total agriculture machinery,total agriculture,total road,electricity road,total two-wheel,total passenger cars,electricity passenger cars,total other road passenger,electricity other road passenger,total light duty road freight,electricity light duty road freight,total heavy duty road freight,total rail,electricity rail,total rail passenger,electricity rail passenger,total rail freight,electricity rail freight,total aviation passenger,total aviation freight,total domestic aviation passenger,total international aviation passenger,total domestic aviation freight,total international aviation freight,total domestic aviation,total international aviation,total domestic navigation,total international navigation
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GB,32.35436698812953,318.9482399097387,79.0068899383846,11.692921151505214,20.777464730965892,3.4829778546191315,480.6012101626519,113.45010172801696,0.603890281538269,419.06137321331204,111.80304633929093,16.901263938070077,21.670713737923748,9.433929352734362,25.136145179539948,11.42081966062867,217.22824016750891,97.6278626859339,4.641112795545814,162.61403696376797,3.2166577319321257,5.143442067057801,2.6425900548485233,11.00268985383845,430.58518629173466,0.046201812762040446,1.9853577192078395,261.8768230625204,0.017483920193319114,13.879178870387758,0.01238603617527179,62.912474806224225,0.01625588985728355,89.93135183339443,11.756950007831975,4.3188908694754105,10.388956712485863,4.00601448166063,1.3679932953461098,0.3128763878147804,130.47903983498458,6.901249527740472,9.80331472977463,120.67572510520993,0.7901245563584364,6.1111249713820355,10.593439286133068,126.78685007659197,8.07111335225377,31.552050440000002
GR,0.5656086758341576,21.217682502692107,8.293810066447499,3.7413645529326613,6.278738103001239,4.769683859069138,43.76514999884091,17.446059785604763,0.48277777777777753,37.40069475869229,5.125290380611692,2.6778373331934873,3.162988904204836,2.5497865662833865,3.05774002743643,1.940386753884961,21.204518154450987,17.03005713656159,0.0,12.844248401137325,2.309274089698663,3.4548066758354046,0.9812352669719969,6.745316032506065,57.6786974096937,7.609582935570777e-07,3.1869261083333336,29.7721921076304,0.0,5.078601781049937,0.0,7.226214055206279,0.0,12.414763357473749,0.4563904473396791,0.24500010394974975,0.413371507694714,0.23811802896220835,0.04301893964496518,0.006882074987541386,9.810799671681195,0.0797370737941638,1.3944121003233676,8.416387571357827,0.05929988423846293,0.02043718955570087,1.4537119845618307,8.436824760913527,5.0180753923393295,
HR,0.1580787880948285,18.34128786679964,4.389380056414181,1.0090057071271274,2.5476989978731437,1.318689059616855,28.847515888791193,6.237006781452905,1.6066742865068224,26.00131795404627,3.113211034470075,1.0345479474956152,0.9497163154353965,0.48100473034340274,1.0016020047136875,0.6411008353971066,8.272536625407751,5.38680865605112,0.4341687257624747,5.496189318262362,0.052814361197001926,1.8898328107958695,0.6988726986738213,2.6415198706666922,21.188430385465697,0.00018962982230924554,0.09159965703986905,13.436827525272498,0.00015599173040538647,1.8326831729199144,0.0,1.2565648624838692,3.363809190385904e-05,4.570755167749542,0.49776885579754093,0.21305012359963119,0.3313779723176993,0.15395303355572673,0.16639088347984168,0.05909709004390443,1.5213591752527897,0.005307491413879789,0.12226864940430518,1.3990905258484845,0.002843300346906715,0.002464191066973074,0.1251119497512119,1.4015547169154576,0.4627721052114323,0.04553145000000001
HU,0.34544664961757376,51.71232046242127,9.058565274870105,2.140328474053002,5.714062255524212,2.0028906881072146,72.21082944708841,10.580042271441457,6.0852699910027175,66.5433537234814,14.356335066067029,0.16475011915334667,2.671442732381201,0.01669481559397995,3.150014039363932,0.1438143642750518,27.204656665349653,7.520276095678086,1.6199979270337255,20.586618985218344,0.5989606036781462,3.545410576534174,1.7932330983579277,5.937604278570248,38.02445666587427,0.004754012401710198,0.21252554633366075,20.378331083907437,0.0013669723377535844,3.8333953670014473,0.003313731799269432,4.637708110268266,7.330826468718214e-05,8.962496558363458,1.7569522475334471,1.1969520519059795,1.2917234069105592,0.9310232589824952,0.4652288406228879,0.2659287929234843,1.8353907709400215,0.054606555289952,0.0,1.8353907709400215,0.03396721087675474,0.020639344413197255,0.03396721087675474,1.8560301153532188,0.05833335371119447,0.0
IE,1.1552139973989726,19.793109005806674,6.515397123991764,1.161434517801231,1.8421621718709775,0.8957692904350855,32.59953066332596,7.947985647128668,0.0,28.169618920079486,6.393256702138997,0.28535728735816485,1.6984446799638506,0.1477063007761994,1.856921735238021,0.6416420635559278,15.16447753566351,6.3577829109494655,0.0,10.2117126360729,0.47032508536436934,1.3904538819426195,0.862566607567254,2.723345574874243,40.68108342426441,0.008272205986726226,0.04426990840125408,24.407852018798376,0.007543433011813816,2.192367837492994,0.00016737978187553794,5.312891952707581,0.0005613931930368736,8.723701706864198,0.5233030297833083,0.04194485894551323,0.5099352244962404,0.04194485894551323,0.013367805287068027,0.0,7.3776188484574154,0.18094217829083742,0.018085728645439496,7.359533119811976,0.06395847585112205,0.11698370243971537,0.08204420449656154,7.476516822251692,0.2341743960240419,1.6970496000000002
IT,1.0468206851697905,244.9130987767243,64.70816273756871,3.5257726860039496,33.711739880385224,5.298056156106979,398.1019762913365,66.98298367503608,10.821944449588157,350.87847290630515,79.03400365830159,10.16304834908569,19.572715587485437,6.461518895607246,23.010958076787716,7.348694836331663,185.82190964755122,88.9193830223242,2.2208333343889035,131.777336675836,4.840172338839531,14.844562085255594,12.704831814002475,32.38956623809759,382.16562754905397,0.12857527719351874,13.026200965629071,228.24478422974195,0.04308195860999806,25.177330023583888,0.06296249137904908,56.86449956932279,0.0016822306906727807,58.8528127607762,10.728613644333404,10.27889174413704,9.369662030497414,8.968468758742143,1.3589516138359898,1.3104229853948974,41.63152311753265,1.21375688128503,11.652418521864087,29.97910459566857,0.22427118935269547,0.9894856919323345,11.876689711216782,30.968590287600907,11.450287803031888,25.3443286
LT,0.054268380164312624,11.715350602163216,2.5431037955938787,0.11347525483697869,1.2898906463385191,0.729637351593262,17.15320056639655,2.5910416440334036,5.404240349484153,15.549737784710798,3.6858966350176123,0.35403649213535254,0.646954859642566,0.2813772376756209,0.6491284395948164,0.5147296157717044,6.910102062603848,3.0984102546581362,1.9902252700580714,5.0040026932093715,0.14678373132394648,0.8607001311237008,0.3067145284231102,1.3141983908707575,16.47794344391527,0.07138098387942092,0.04742286954576074,11.759333998588998,2.367015705875897e-05,0.5515959910278992,0.06929945666578705,0.6262110477409603,0.0,3.49337953701165,0.6408426868412563,0.010000099960345853,0.11889710881126903,0.010000099960345853,0.5219455780299873,0.0,0.8025997207548139,0.012700327855460105,0.0,0.8025997207548139,0.007917059144158009,0.0047832687113020965,0.007917059144158009,0.807382989466116,0.05972313763724503,1.0061694500000002
LU,0.09102207030796113,4.4582528460800175,0.5408506509033512,0.028752011719132938,0.1842589136749026,0.04414639513556391,5.784651145195065,0.9800439009093757,0.0,5.200337291213116,2.7416121696376643,0.42964741234496207,0.38754337834907376,0.13872110809105936,0.48879748143703383,0.21746057846312994,4.799602678258059,1.9924408503041833,0.7100000000000004,3.7584075376545165,0.03410552775164625,0.18906254463135402,0.05933199882242604,0.2825000712054263,25.012907547031013,0.006537582503034108,0.026090732142124796,9.61195035452163,0.0032742520029449287,0.34688378849703594,0.000672576010893665,0.4835316107788431,0.00048316442385610544,14.544451061091378,0.18787070506432504,0.12889466270463407,0.17086480068620152,0.11850807896971455,0.01700590437812352,0.010386583734919526,1.3692647775079168,2.9770867847386207,0.0,1.3692647775079168,0.14195883953447136,2.835127945204149,0.14195883953447136,4.204392722712066,0.0,0.0
LV,0.04837569074377474,10.384613116949835,2.340644963567189,0.021113172384594966,0.6724545809684214,0.32652826749923863,14.743124497004171,1.7869997346257898,4.284217511442863,13.398134099393324,4.150995102858243,0.421817413562573,0.6219309895211804,0.18546538917869623,0.6530449380559203,0.4981204820144212,7.015731142346706,2.723629714011616,1.544950201464294,5.448903057406379,0.12993097414003488,1.024067185252895,0.6283022133780052,1.782300372770935,9.923692225555435,0.04430668304451984,0.026413105447034027,5.546359480279278,6.36983085949211e-05,0.853156946404734,0.04422967733254512,0.7124780217945105,1.0080120181086826e-05,2.785284671629878,0.8872377538316613,0.03889163480458043,0.12718689197385732,0.038891634804580424,0.7600508618578039,0.0,1.423451394923915,0.01682638285385829,0.0,1.423451394923915,0.011383099264030286,0.005443283589828004,0.011383099264030286,1.428894678513743,0.09444732504491289,2.7937818600000006
ME,0.18428691762019353,1.6699110387853566,0.4476280894929783,0.1555359212866029,0.2968058048131801,0.20058433735409437,3.13138913,1.2769972600000001,,,0.08420605652273316,0.011619785550127245,0.01504797135378126,0.005198335075684077,0.01621943636276206,0.009143699254493983,0.15980783,0.07100115000000001,,,,,,,1.8195018700000003,0.0,0.023374743304404807,1.0703709519894518,0.0,0.08926636792867462,0.0,0.20503188721405052,0.0,0.43145791956341834,0.031866200000000004,0.020003600000000003,0.024002520016761314,0.015367348623627292,0.007863679983238687,0.004636251376372712,0.14909856022518334,0.009650939774816675,0.0,0.14909856022518334,0.0,0.009650939774816675,0.0,0.15874950000000002,0.07118723000000002,0.0
MK,0.4423191483796166,2.8226495861922793,0.8413145426825128,0.37331199161795947,0.6356058031547073,0.48143565708557307,6.036190970000001,3.0650050900000005,,,0.9885463470402409,0.23288296163331187,0.20672486528543757,0.10418468247672413,0.2569197585883557,0.1832574063853998,2.3475271300000005,1.4230002800000001,,,,,,,5.933567850000001,0.0,0.07622725079860408,3.4905810062720652,0.0,0.29110607664715116,0.0,0.6686283945386197,0.0,1.4070251217435599,0.05284672,0.01700306,0.03980563903509613,0.013062246330083196,0.013041080964903865,0.003940813669916804,0.11322752199957879,0.00732905800042122,0.0,0.11322752199957879,0.0,0.00732905800042122,0.0,0.12055658000000001,0.0,0.0
NL,1.6298586976689946,84.68942813303583,21.893183941383803,1.7773949260589401,9.357113200850907,1.3562324711811131,132.6887280464084,23.45301684196818,3.7844426867074854,116.07576375448231,41.256701585982235,3.4487947887252113,8.74386555749784,3.3685105382303595,9.870204039831533,4.025718619627854,84.81143946306823,36.32155823061464,1.7366658600480913,62.05804646052415,6.7784528108968365,31.684305638933232,6.298820126624233,44.7615785764543,121.86847257103743,0.048381893076100455,1.861204605302346,65.71183538795913,0.022202016959228868,3.939807489700578,0.009819762152609613,18.451060419932258,0.0038408434784715697,31.904564668143138,2.034727691797239,1.716116333742955,1.882559071473059,1.5955246718273612,0.1521686203241799,0.12059166191559394,34.92419971151198,5.748609775635073,0.0,34.92419971151198,0.3822845604365483,5.366325215198524,0.3822845604365483,40.2905249267105,4.103892187419366,152.76315521
NO,28.804401730577776,39.45808456243531,7.757949880399734,5.663303412691806,2.5556362108232924,1.8656144339010035,52.202185400000005,38.90400146,,,26.130029515723944,19.07492154647848,3.545729560386932,2.5883825790824604,2.547165145793553,1.8594305564292937,35.12762416,26.495954460000007,,,,,,,39.489374250000004,0.028005040000000002,0.5073113699769504,23.230687369087583,0.00599875137002298,1.9373835604102068,0.018863239609742802,4.449888763994197,0.0031430490202342173,9.364103186531059,0.7961898000000001,0.6040040500000001,0.5997125986669634,0.4640135178884206,0.19647720133303667,0.13999053211157952,9.53481903369833,0.7042329663016708,3.837156822578874,5.697662211119456,0.335431317421127,0.3688016488805438,4.172588140000001,6.06646386,14.428050070000001,4.840906090000001
PL,0.719707263764176,162.69384493310605,37.066477418290695,0.6321409759629364,19.48056221983485,7.554412836839432,237.44274247070248,28.441898996790353,48.88889712347745,219.28587265019746,51.955260494442626,8.819077017180906,8.441123332415255,3.5593519543311287,8.505633232810988,5.38704327166558,93.81952067315392,43.08232151710042,12.791391043403525,69.7380338434871,1.3424590215351815,34.01913900064919,6.315156248520575,41.67675427070494,174.29796279485242,0.06566503664190335,1.115185972116605,96.59925173251918,0.0006594983968755774,9.455957193306968,0.06495879022996191,24.85035470838785,4.674801506585862e-05,42.27721318852181,4.043880652573237,2.8530468343039725,2.283560723689119,1.8658111396792856,1.760319928884118,0.9872356946246871,6.230789077111895,0.07698608946551269,0.5481001624237407,5.682688914688154,0.03306317767518576,0.043922911790326924,0.5811633400989265,5.726611826478481,0.03611112581642298,1.6363293700000003
PT,0.16853103420639537,6.167189443761765,6.844749403026448,0.6192555042551876,8.657967119181887,2.513361052425902,30.644647379477153,12.31396861546159,0.011388980962399788,21.88441540460838,5.314540992166446,1.8223271167970734,2.3288462896580606,1.389450501188967,2.7089567112102446,1.677792763857291,21.132756291752937,15.70110751612303,0.2966663759252526,11.94361641655254,0.8077702887437023,1.9424746346398076,2.1680579713654864,4.918302894748996,60.07163884638256,0.005796247464804267,0.6943809466998286,37.48714626049493,0.004144788310373135,1.8392478706029092,0.0014471892405585024,8.822663675857115,0.00015068153169906648,11.228200092727777,0.4119341087857363,0.29221113468922777,0.3542766997705545,0.261975695831413,0.0576574090151818,0.03023543885781476,12.04189939469445,0.24947267240484822,1.7711568990199187,10.270742495674531,0.1107532522332049,0.13871942017164332,1.8819101512531238,10.409461915846174,1.4175055568193127,7.483056010000001
RO,0.8164119937824674,59.96132511343599,12.535594689161648,0.5966601803368272,8.287391484240173,0.6268225706774041,90.0416838937321,11.895960635306784,10.526118400572317,81.04442001456628,11.472370482472948,0.31126932980776745,2.499852646666194,0.43035561975633935,2.7719690913846016,1.1178608185175691,22.759444431153444,8.001025371554253,2.5952795750395103,16.898643459088195,0.7007809689311082,2.719627160661053,2.094159726588078,5.514567856180239,56.27724851083044,0.006095761615848004,0.21744941693675585,30.680317400032756,0.005639041540646845,11.646944255137056,0.00015561928868615372,7.116715973219791,4.505132889433588e-05,6.615821465504074,2.9624978308219267,1.0611074233348035,2.1230366871828705,0.7659474400326133,0.839461143639056,0.2951599833021901,2.424579253795485,0.029546566493058167,0.20490687455205012,2.2196723792434345,0.02497642466045021,0.004570141832607959,0.2298832992125003,2.2242425210760426,0.48333372495510224,0.48328465000000004
RS,2.041447300754024,17.23241025134951,4.7096888757710875,1.7229567393124234,3.2058768205282546,2.221982761190753,33.10772576,14.145999310000002,,,4.436825941714843,0.8017518796993448,0.8519426499259911,0.3586791598052431,0.985253156817818,0.6309047643840355,9.346379720000002,4.898997940000001,,,,,,,22.236583260000003,0.0,0.285668530623453,13.081268662284423,0.0,1.0909464043385495,0.0,2.5057455043946524,0.0,5.272954158358922,0.5751616500000001,0.47800463000000004,0.43322796621493825,0.3672170905695961,0.14193368378506177,0.11078753943040395,0.4886500505665789,0.03162962943342115,0.0,0.4886500505665789,0.0,0.03162962943342115,0.0,0.52027968,0.10861257000000002,0.10931037
SE,18.4203419908313,55.67334748926343,14.09700520336014,7.62928350560303,5.841710107199814,5.785689042843419,86.98471532467524,43.504196153945145,30.748061957160978,75.74261755247736,22.700405098892183,4.608878048490316,4.269153420938776,1.7706726927590173,4.374008646562861,4.286688107484913,46.05946171198871,25.491266437692087,15.6636143722038,32.15077398576433,1.0361667627692726,2.0898260280447953,1.010335904191686,4.136328695005755,83.04667870338166,0.01280258345751495,0.34320531162223467,51.05330259569601,0.0061524965671318635,6.1507365387542245,0.001514571605766908,7.009050732526921,0.002657098759479214,18.490383524782263,2.761947422261534,2.750002981435833,2.0247546969142176,2.0184609369237854,0.7371927253473161,0.7315420445120471,10.241309021150325,0.18676454919898827,1.9390076232799187,8.302301397870405,0.06947218543730693,0.11729236376168135,2.0084798087172255,8.419593761632086,0.7977769681471846,18.578494690000003
SI,0.34227433442339894,8.376475064050604,2.9220707579747884,0.453818512537254,0.8699951748952809,0.5648060322082612,13.995062824999088,3.2289764898849858,0.9472293430810873,12.239285152226612,2.570621989760942,0.6007517589071416,0.5133561218151605,0.18953808270509473,0.647701991765941,0.48074261627130094,5.65765380957795,3.2179778886185555,0.5774928791411378,3.880746457492038,0.0,0.549946125291897,0.2641860340673345,0.8141321593592316,20.80700782789383,0.00010110043502486967,0.09327831893642177,11.880939237809546,8.371504104872192e-05,0.7193026858478071,0.0,0.9960279918658297,0.0,7.117459593434226,0.27222489410492606,0.15389153928786237,0.14979465172003809,0.07389407828151527,0.12243024238488796,0.0799974610063471,0.3099300394503224,0.004512821170390541,0.0,0.3099300394503224,0.0028361068079113625,0.0016767143624791794,0.0028361068079113625,0.3116067538128016,0.0,0.7076273500000001
SK,0.7110244219256427,16.322019247760963,3.9420025260381517,0.4761557307462169,1.9667320357371187,0.7020969879798182,24.976139305348433,4.930015666329864,5.806117943917119,22.24202848390687,12.395946919792488,1.59350805554285,1.5814611823385478,0.7318096909411619,1.591685689729668,0.771687906762327,19.888551870977174,7.539329752327933,1.1225013209917258,15.78104264329495,0.21327589995852728,0.8694320240429981,0.44148890889017306,1.5241968328916984,23.792769864038295,0.03763800097049386,0.03401005608446167,9.914745300376103,6.220464867834378e-05,1.7151976456935867,0.0375611283634322,2.3748436290651527,1.0622037973027887e-05,9.753973232818993,0.5388822140190512,0.5388822140190512,0.37230773469849826,0.37230773469849826,0.166574479320553,0.166574479320553,0.46763946179091403,0.01347991726152616,0.0,0.46763946179091403,0.010194585747323313,0.003285331514202844,0.010194585747323313,0.4709247933051169,0.18577762000000003,0.0
1 country electricity residential space total residential space total residential water electricity residential water total residential cooking electricity residential cooking total residential electricity residential derived heat residential thermal uses residential total services space electricity services space total services water electricity services water total services cooking electricity services cooking total services electricity services derived heat services thermal uses services total agriculture electricity total agriculture heat total agriculture machinery total agriculture total road electricity road total two-wheel total passenger cars electricity passenger cars total other road passenger electricity other road passenger total light duty road freight electricity light duty road freight total heavy duty road freight total rail electricity rail total rail passenger electricity rail passenger total rail freight electricity rail freight total aviation passenger total aviation freight total domestic aviation passenger total international aviation passenger total domestic aviation freight total international aviation freight total domestic aviation total international aviation total domestic navigation total international navigation
2 AL 0.5570465743624181 2.868681023831782 0.9246366122728509 0.4701405463928116 0.7560298250278052 0.606309006828873 6.745434890000001 3.8599970000000003 0.8492947400612103 0.24188377504306646 0.19063435423096936 0.1082113698760542 0.24955086644902696 0.190340216176473 2.2211439200000003 1.4779985500000001 8.933037890000001 0.0 0.11476078758153294 5.255099996394696 0.0 0.43826272462667554 0.0 1.0066258503715193 0.0 2.1182885310255757 0.03566921000000001 0.0 0.026867054339929548 0.0 0.008802155660070457 0.0 0.23558664812723476 0.015249191872765277 0.0 0.23558664812723476 0.0 0.015249191872765277 0.0 0.25083584000000003 0.38266189000000006 0.23777535000000002
3 AT 3.8347980364339187 52.728795606720304 9.042762942245817 1.6580654856850694 3.332605848035772 2.2140159394525 74.4128059879979 17.31873449075142 8.985794565462129 65.16773835369318 17.423168106040677 1.362361756513761 3.4703813442929237 0.2967617406747894 3.4964403032216045 2.3458829314999434 33.49193062767192 13.244905252570849 9.882817057376736 24.839638062603143 0.6497150410629878 3.8719030223442585 1.7388785775882416 6.260496640995489 88.04632651098169 0.035087453918020005 0.6026064240302123 47.145477443307264 0.010621583280449667 3.067508471104808 0.02013826679946008 5.385434496257479 0.003947974868709491 31.84529967628193 3.384639661479662 2.8930267787407162 2.332832737694036 1.971964325107237 1.0518069237856262 0.9210624536334792 7.604475261435951 0.3130344308815537 0.26550445600104483 7.338970805434905 0.07206205482497326 0.24097237605658042 0.3375665108260181 7.579943181491485 0.058055683482739553 0.23600759000000002
4 BA 0.9551423259051094 8.062615381913417 2.2035460750967655 0.8061285279384439 1.4999498844734496 1.039610369496632 15.49027994803239 6.61856060561295 2.075880307094079 0.37511972750507755 0.3986027383060623 0.16781704177400622 0.46097540282364163 0.2951846191943365 4.372938190104563 2.2921190692934506 10.403943245213432 0.0 0.1336571875633523 6.120399665114565 0.0 0.5104266398122862 0.0 1.172375886612297 0.0 2.4670838661109293 0.2691038049081697 0.22364645608190642 0.20269657078330564 0.1718117268416388 0.06640723412486403 0.051834729240267635 0.22862718311632196 0.01479871550610001 0.0 0.22862718311632196 0.0 0.01479871550610001 0.0 0.24342589862242198 0.05081711523682938 0.0511435984699603
5 BE 2.815051564451901 72.00315684834005 14.758606504598777 1.9245397162358575 5.61762658049057 2.123765047409 104.53126486079485 19.81013300307489 0.048333322074790706 92.47214768445166 35.55025666623682 6.159088599308961 4.553234776118736 1.3005782934779981 4.296286602056132 1.7511206036264235 57.027872149578414 22.25434577090179 0.7699977716616743 45.32121766089195 1.2652057097802312 6.510654609861979 2.1504989713552063 9.926359290997418 93.22107248215386 0.01074409225014649 0.6477429921079886 54.179087820705185 0.006636212751625691 3.954966803176898 0.001991249371656604 10.47276574878302 0.0015859584461520306 23.966509117380756 2.2359228430787947 1.596953398545387 1.7366935264699335 1.306970119159899 0.4992293166088615 0.2899832793854877 11.903404936264774 2.9443700871166114 0.0 11.903404936264774 0.5794491728255937 2.3649209142910177 0.5794491728255937 14.268325850555792 1.822780948768488 71.59805975
6 BG 1.0366899653005102 13.774445984268725 5.032599359348841 2.50096431277225 2.8263907739201346 2.446346362124563 26.126347522623533 10.536998125106878 3.70225381151711 21.738366989691684 3.6161635069149147 1.317290338927257 1.4876301353881975 0.8459255010716765 1.614166101394505 1.2802729496644545 11.214107236902933 7.954580847599141 1.1947324162166162 7.013424737247175 0.2157562658354375 1.238388279337861 0.8037223126895519 2.257866857862851 27.913508544418903 0.05240401618919764 0.2678003482560851 18.16930433603284 0.0 2.6753054767672606 0.05240401618919764 1.723251062925399 0.0 5.077847320437322 0.36999955326892575 0.19499962550233102 0.2595248907228583 0.1337123426290272 0.11047466254606741 0.06128728287330383 1.9735489165680373 0.0214510834319626 0.06685311111111157 1.9066958054569259 0.01455716249528969 0.0068939209366729115 0.08141027360640127 1.9135897263935986 0.0 1.0494446800000001
7 CH 4.388888888888889 51.52777777777778 8.944444444444445 2.388888888888889 2.611111111111111 1.3611111111111112 72.58333333333333 18.777777777777775 21.5 1.1666666666666667 2.8055555555555554 0.19444444444444442 0.6388888888888888 0.6388888888888888 40.0 17.055555555555554 55.888888888888886 0.0 0.7179923543283743 32.87814329403942 0.0 2.7419582254567123 0.0 6.297879959411784 0.0 13.25291505565259 3.1666666666666665 3.1666666666666665 2.3852225886072858 2.432725641458858 0.7814440780593807 0.7339410252078085 17.617703597787695 1.1600741799900811 0.8685212443581152 16.749182353429582 0.07592320008632922 1.0841509799037519 0.9444444444444444 17.833333333333332 0.4444444444444445 0.0
8 CZ 2.5725233632931075 62.57273499598758 10.288206369245467 2.9111285854172344 5.349291874222479 2.9169812116183698 83.99741666322201 14.715973413943496 13.888879856159699 78.24427707959727 20.246784369915833 4.388583048588386 3.0235451499346557 0.9434718391306539 3.505353453229548 1.7737748387302745 34.29840057384516 14.78664045488378 5.310847457419239 27.053057440415177 0.6941273932306512 4.054135056204236 2.4003802728676513 7.148642722302538 63.503988188281525 0.08911029892052649 0.6865202837197137 30.92628881993422 0.0007819669138069432 3.866800834894914 0.08831777854219773 5.7476679804286555 0.0 22.276710269304015 2.5098763617700213 1.491101348077621 1.957212181581117 1.1043425069361408 0.5526641801889038 0.38675884114148024 3.4758788630067836 0.048572629407252134 0.056765346606964515 3.419113516399819 0.019945792240296925 0.028626837166955205 0.07671113884726144 3.447740353566774 0.023888852908381327 0.0
9 DE 23.552538648485736 482.88953556791756 88.86181482888813 9.341725122373857 41.094774831600795 14.516493828941883 694.2861367421355 136.00002715231648 51.24612134236524 614.0643012925772 200.1083899771467 8.177528100639465 38.567939444757855 8.148137272139993 48.02923585230634 20.88733594674748 388.35703665770825 141.5218730593723 16.87389225775031 291.39267527735336 7.53469558411125 5.474391021838289 1.4190403036639783 14.42812690961352 600.5438784206764 0.11224182554399796 5.370903791988889 380.78585774165197 0.0804737905883431 18.892615204428267 0.014714641214532026 28.660484589683342 0.015353321394055243 166.83401709292394 15.93416884756733 11.885002372832927 11.472824304223883 8.279888081535278 4.461344543343446 3.605114291297649 91.38069880171732 13.41045647623245 7.896669996323121 83.4840288053942 2.19924733222008 11.211209144012372 10.095917328543202 94.69523794940658 3.3722220527550077 26.697188350000005
10 DK 0.7013376012077638 33.93012445800281 7.368540509780002 0.5229211600849933 3.1224115802390884 2.437647648641987 50.639691342206994 10.307073119763176 19.141944444444412 44.46958545008379 11.568860496650082 0.7165794765906534 1.9268567416141313 0.4139126319754398 2.107350856421504 1.6568129470533832 22.96597151274313 10.221030677425023 8.886388888888847 15.964433033531657 1.6065828331780032 4.6006732485303825 2.958335976083448 9.165592057791836 42.126010180586306 0.006041443591563428 0.26907068768936326 23.38606046077933 0.005426936489976022 3.9158027200781587 0.0 5.764536143667914 0.0006145071015874062 8.79054016837154 1.3112062796097734 0.3861092120959323 1.201322441895927 0.35393692637112534 0.10988383771384651 0.03217228572480684 10.062240435459456 0.3052602112787246 0.5934322985915401 9.468808136867919 0.10206631066816502 0.20319390061055956 0.6954986092597052 9.672002037478478 1.978361573681062 7.339855820000001
11 EE 0.11231606763657928 7.615319503233344 1.5105449935831652 0.06137687617864419 0.7305183637351055 0.6392485833424982 10.871312066259437 1.8649831545295248 3.8389405197191633 9.856556620105813 2.8051300129906593 0.7294467788998327 0.3759461883671719 0.16897479263456983 0.43229161868604543 0.3654118725947719 4.8619944419222145 2.5288861940995093 1.1860593158990447 3.6224949714927197 0.17269894009588554 0.7062927576664825 0.4019989426098384 1.2809906403722064 8.143920002436563 0.02196621718242599 0.02187321389494755 5.041673827103431 0.0035133698706650515 0.9394047336082759 0.018423149598824944 0.6543028641167076 2.969771293599253e-05 1.4866653637132001 0.3473335032636153 0.04203126411907797 0.08800246779439479 0.04203126411907797 0.2593310354692205 0.0 0.32494722922299063 0.009489420040482168 0.0 0.32494722922299063 0.0036550739486526196 0.005834346091829548 0.0036550739486526196 0.33078157531482016 0.04694670715427129 4.740620600000001
12 ES 10.794125129618664 71.26452543322868 39.68527650785515 7.710514219460869 19.26597649255715 8.828493562332296 177.196549581737 74.63098166927618 0.0 131.8776230960182 34.390226550633635 5.784912430114415 14.00729551399568 6.8886787516288885 17.98020571548081 13.01444004144452 115.94028841537886 75.5600175062191 0.0 75.67658371390513 3.798490176657542 20.504156811235546 10.361953239126692 34.664600227019776 295.6964784476745 0.008958749867787469 5.271025477457057 177.9796367179715 0.006198765274153721 10.784071123614806 0.0 20.279070030269107 0.0027599845936337485 81.38267509836203 8.270129202825443 4.551941091567911 7.174411141940354 4.18254627330064 1.095718060885089 0.36939481826726994 58.78529713592237 1.0458142160063002 18.097222294891036 40.68807484103132 0.33629527208914706 0.7095189439171532 18.433517566980182 41.39759378494848 5.86721442260112 84.04543941000001
13 FI 7.848535711327018 41.84350237788999 9.048520920884483 3.443099269456141 2.9395617816882234 2.8792251386947934 60.826832141117144 21.50989869058375 18.587994476407626 53.92184520851802 21.23055041955415 6.199986054777693 2.553779457989475 0.9989674641957111 2.737139467312127 2.6900543568450637 34.04765319297288 17.50312586133877 12.247279309978593 26.808838116560455 1.2798819960077403 7.441003309894633 1.9312393542030517 10.652124660105425 45.56549617623142 0.0019365717691190252 0.5223209306867633 26.118742999170177 0.0007992579455364848 3.2601013702649593 0.00016885440537935242 5.613312604425437 0.0006476900733945322 10.051018271684086 1.1047159761512422 0.7330519889163917 0.6084665070352008 0.5419802858183081 0.4962494691160414 0.19107170309808352 7.731241694301903 0.3876090573520712 1.4438906650320935 6.287351029269809 0.11591836963879651 0.2716906877132747 1.55980903467089 6.559041716983084 1.725813385303544 1.5172963200000003
14 FR 36.34821295388092 304.3090830974361 74.10444863335236 20.89120031251567 42.04728767502008 19.96798113754325 503.553879238341 167.90380216073933 14.323611111111111 421.0509096549809 149.2072481280514 29.02123818481345 25.328465674571646 12.10488257238001 28.51040521266642 17.00244127422052 285.9163571402345 142.24734181479553 8.505277777777804 216.87393093116245 7.478237257126606 32.74985084813704 20.230248718717654 60.4583368239813 477.2711666499798 0.17960126429470955 6.464992469847664 252.13117399671086 0.07795214668519337 21.88511370979885 0.039237383416606084 91.90030834156023 0.061631171267770395 104.88957813206223 12.134370941891715 10.168257793403882 10.262575388236112 8.653518950028449 1.8717955536556061 1.5147388433754336 71.22571967077627 3.5990187474665083 19.982431345628665 51.2432883251476 1.4447624710282905 2.154256276438218 21.427193816656956 53.397544601585814 5.826683163334846 26.200994400000006
15 GB 32.35436698812953 318.9482399097387 79.0068899383846 11.692921151505214 20.777464730965892 3.4829778546191315 480.6012101626519 113.45010172801696 0.603890281538269 419.06137321331204 111.80304633929093 16.901263938070077 21.670713737923748 9.433929352734362 25.136145179539948 11.42081966062867 217.22824016750891 97.6278626859339 4.641112795545814 162.61403696376797 3.2166577319321257 5.143442067057801 2.6425900548485233 11.00268985383845 430.58518629173466 0.046201812762040446 1.9853577192078395 261.8768230625204 0.017483920193319114 13.879178870387758 0.01238603617527179 62.912474806224225 0.01625588985728355 89.93135183339443 11.756950007831975 4.3188908694754105 10.388956712485863 4.00601448166063 1.3679932953461098 0.3128763878147804 130.47903983498458 6.901249527740472 9.80331472977463 120.67572510520993 0.7901245563584364 6.1111249713820355 10.593439286133068 126.78685007659197 8.07111335225377 31.552050440000002
16 GR 0.5656086758341576 21.217682502692107 8.293810066447499 3.7413645529326613 6.278738103001239 4.769683859069138 43.76514999884091 17.446059785604763 0.48277777777777753 37.40069475869229 5.125290380611692 2.6778373331934873 3.162988904204836 2.5497865662833865 3.05774002743643 1.940386753884961 21.204518154450987 17.03005713656159 0.0 12.844248401137325 2.309274089698663 3.4548066758354046 0.9812352669719969 6.745316032506065 57.6786974096937 7.609582935570777e-07 3.1869261083333336 29.7721921076304 0.0 5.078601781049937 0.0 7.226214055206279 0.0 12.414763357473749 0.4563904473396791 0.24500010394974975 0.413371507694714 0.23811802896220835 0.04301893964496518 0.006882074987541386 9.810799671681195 0.0797370737941638 1.3944121003233676 8.416387571357827 0.05929988423846293 0.02043718955570087 1.4537119845618307 8.436824760913527 5.0180753923393295
17 HR 0.1580787880948285 18.34128786679964 4.389380056414181 1.0090057071271274 2.5476989978731437 1.318689059616855 28.847515888791193 6.237006781452905 1.6066742865068224 26.00131795404627 3.113211034470075 1.0345479474956152 0.9497163154353965 0.48100473034340274 1.0016020047136875 0.6411008353971066 8.272536625407751 5.38680865605112 0.4341687257624747 5.496189318262362 0.052814361197001926 1.8898328107958695 0.6988726986738213 2.6415198706666922 21.188430385465697 0.00018962982230924554 0.09159965703986905 13.436827525272498 0.00015599173040538647 1.8326831729199144 0.0 1.2565648624838692 3.363809190385904e-05 4.570755167749542 0.49776885579754093 0.21305012359963119 0.3313779723176993 0.15395303355572673 0.16639088347984168 0.05909709004390443 1.5213591752527897 0.005307491413879789 0.12226864940430518 1.3990905258484845 0.002843300346906715 0.002464191066973074 0.1251119497512119 1.4015547169154576 0.4627721052114323 0.04553145000000001
18 HU 0.34544664961757376 51.71232046242127 9.058565274870105 2.140328474053002 5.714062255524212 2.0028906881072146 72.21082944708841 10.580042271441457 6.0852699910027175 66.5433537234814 14.356335066067029 0.16475011915334667 2.671442732381201 0.01669481559397995 3.150014039363932 0.1438143642750518 27.204656665349653 7.520276095678086 1.6199979270337255 20.586618985218344 0.5989606036781462 3.545410576534174 1.7932330983579277 5.937604278570248 38.02445666587427 0.004754012401710198 0.21252554633366075 20.378331083907437 0.0013669723377535844 3.8333953670014473 0.003313731799269432 4.637708110268266 7.330826468718214e-05 8.962496558363458 1.7569522475334471 1.1969520519059795 1.2917234069105592 0.9310232589824952 0.4652288406228879 0.2659287929234843 1.8353907709400215 0.054606555289952 0.0 1.8353907709400215 0.03396721087675474 0.020639344413197255 0.03396721087675474 1.8560301153532188 0.05833335371119447 0.0
19 IE 1.1552139973989726 19.793109005806674 6.515397123991764 1.161434517801231 1.8421621718709775 0.8957692904350855 32.59953066332596 7.947985647128668 0.0 28.169618920079486 6.393256702138997 0.28535728735816485 1.6984446799638506 0.1477063007761994 1.856921735238021 0.6416420635559278 15.16447753566351 6.3577829109494655 0.0 10.2117126360729 0.47032508536436934 1.3904538819426195 0.862566607567254 2.723345574874243 40.68108342426441 0.008272205986726226 0.04426990840125408 24.407852018798376 0.007543433011813816 2.192367837492994 0.00016737978187553794 5.312891952707581 0.0005613931930368736 8.723701706864198 0.5233030297833083 0.04194485894551323 0.5099352244962404 0.04194485894551323 0.013367805287068027 0.0 7.3776188484574154 0.18094217829083742 0.018085728645439496 7.359533119811976 0.06395847585112205 0.11698370243971537 0.08204420449656154 7.476516822251692 0.2341743960240419 1.6970496000000002
20 IT 1.0468206851697905 244.9130987767243 64.70816273756871 3.5257726860039496 33.711739880385224 5.298056156106979 398.1019762913365 66.98298367503608 10.821944449588157 350.87847290630515 79.03400365830159 10.16304834908569 19.572715587485437 6.461518895607246 23.010958076787716 7.348694836331663 185.82190964755122 88.9193830223242 2.2208333343889035 131.777336675836 4.840172338839531 14.844562085255594 12.704831814002475 32.38956623809759 382.16562754905397 0.12857527719351874 13.026200965629071 228.24478422974195 0.04308195860999806 25.177330023583888 0.06296249137904908 56.86449956932279 0.0016822306906727807 58.8528127607762 10.728613644333404 10.27889174413704 9.369662030497414 8.968468758742143 1.3589516138359898 1.3104229853948974 41.63152311753265 1.21375688128503 11.652418521864087 29.97910459566857 0.22427118935269547 0.9894856919323345 11.876689711216782 30.968590287600907 11.450287803031888 25.3443286
21 LT 0.054268380164312624 11.715350602163216 2.5431037955938787 0.11347525483697869 1.2898906463385191 0.729637351593262 17.15320056639655 2.5910416440334036 5.404240349484153 15.549737784710798 3.6858966350176123 0.35403649213535254 0.646954859642566 0.2813772376756209 0.6491284395948164 0.5147296157717044 6.910102062603848 3.0984102546581362 1.9902252700580714 5.0040026932093715 0.14678373132394648 0.8607001311237008 0.3067145284231102 1.3141983908707575 16.47794344391527 0.07138098387942092 0.04742286954576074 11.759333998588998 2.367015705875897e-05 0.5515959910278992 0.06929945666578705 0.6262110477409603 0.0 3.49337953701165 0.6408426868412563 0.010000099960345853 0.11889710881126903 0.010000099960345853 0.5219455780299873 0.0 0.8025997207548139 0.012700327855460105 0.0 0.8025997207548139 0.007917059144158009 0.0047832687113020965 0.007917059144158009 0.807382989466116 0.05972313763724503 1.0061694500000002
22 LU 0.09102207030796113 4.4582528460800175 0.5408506509033512 0.028752011719132938 0.1842589136749026 0.04414639513556391 5.784651145195065 0.9800439009093757 0.0 5.200337291213116 2.7416121696376643 0.42964741234496207 0.38754337834907376 0.13872110809105936 0.48879748143703383 0.21746057846312994 4.799602678258059 1.9924408503041833 0.7100000000000004 3.7584075376545165 0.03410552775164625 0.18906254463135402 0.05933199882242604 0.2825000712054263 25.012907547031013 0.006537582503034108 0.026090732142124796 9.61195035452163 0.0032742520029449287 0.34688378849703594 0.000672576010893665 0.4835316107788431 0.00048316442385610544 14.544451061091378 0.18787070506432504 0.12889466270463407 0.17086480068620152 0.11850807896971455 0.01700590437812352 0.010386583734919526 1.3692647775079168 2.9770867847386207 0.0 1.3692647775079168 0.14195883953447136 2.835127945204149 0.14195883953447136 4.204392722712066 0.0 0.0
23 LV 0.04837569074377474 10.384613116949835 2.340644963567189 0.021113172384594966 0.6724545809684214 0.32652826749923863 14.743124497004171 1.7869997346257898 4.284217511442863 13.398134099393324 4.150995102858243 0.421817413562573 0.6219309895211804 0.18546538917869623 0.6530449380559203 0.4981204820144212 7.015731142346706 2.723629714011616 1.544950201464294 5.448903057406379 0.12993097414003488 1.024067185252895 0.6283022133780052 1.782300372770935 9.923692225555435 0.04430668304451984 0.026413105447034027 5.546359480279278 6.36983085949211e-05 0.853156946404734 0.04422967733254512 0.7124780217945105 1.0080120181086826e-05 2.785284671629878 0.8872377538316613 0.03889163480458043 0.12718689197385732 0.038891634804580424 0.7600508618578039 0.0 1.423451394923915 0.01682638285385829 0.0 1.423451394923915 0.011383099264030286 0.005443283589828004 0.011383099264030286 1.428894678513743 0.09444732504491289 2.7937818600000006
24 ME 0.18428691762019353 1.6699110387853566 0.4476280894929783 0.1555359212866029 0.2968058048131801 0.20058433735409437 3.13138913 1.2769972600000001 0.08420605652273316 0.011619785550127245 0.01504797135378126 0.005198335075684077 0.01621943636276206 0.009143699254493983 0.15980783 0.07100115000000001 1.8195018700000003 0.0 0.023374743304404807 1.0703709519894518 0.0 0.08926636792867462 0.0 0.20503188721405052 0.0 0.43145791956341834 0.031866200000000004 0.020003600000000003 0.024002520016761314 0.015367348623627292 0.007863679983238687 0.004636251376372712 0.14909856022518334 0.009650939774816675 0.0 0.14909856022518334 0.0 0.009650939774816675 0.0 0.15874950000000002 0.07118723000000002 0.0
25 MK 0.4423191483796166 2.8226495861922793 0.8413145426825128 0.37331199161795947 0.6356058031547073 0.48143565708557307 6.036190970000001 3.0650050900000005 0.9885463470402409 0.23288296163331187 0.20672486528543757 0.10418468247672413 0.2569197585883557 0.1832574063853998 2.3475271300000005 1.4230002800000001 5.933567850000001 0.0 0.07622725079860408 3.4905810062720652 0.0 0.29110607664715116 0.0 0.6686283945386197 0.0 1.4070251217435599 0.05284672 0.01700306 0.03980563903509613 0.013062246330083196 0.013041080964903865 0.003940813669916804 0.11322752199957879 0.00732905800042122 0.0 0.11322752199957879 0.0 0.00732905800042122 0.0 0.12055658000000001 0.0 0.0
26 NL 1.6298586976689946 84.68942813303583 21.893183941383803 1.7773949260589401 9.357113200850907 1.3562324711811131 132.6887280464084 23.45301684196818 3.7844426867074854 116.07576375448231 41.256701585982235 3.4487947887252113 8.74386555749784 3.3685105382303595 9.870204039831533 4.025718619627854 84.81143946306823 36.32155823061464 1.7366658600480913 62.05804646052415 6.7784528108968365 31.684305638933232 6.298820126624233 44.7615785764543 121.86847257103743 0.048381893076100455 1.861204605302346 65.71183538795913 0.022202016959228868 3.939807489700578 0.009819762152609613 18.451060419932258 0.0038408434784715697 31.904564668143138 2.034727691797239 1.716116333742955 1.882559071473059 1.5955246718273612 0.1521686203241799 0.12059166191559394 34.92419971151198 5.748609775635073 0.0 34.92419971151198 0.3822845604365483 5.366325215198524 0.3822845604365483 40.2905249267105 4.103892187419366 152.76315521
27 NO 28.804401730577776 39.45808456243531 7.757949880399734 5.663303412691806 2.5556362108232924 1.8656144339010035 52.202185400000005 38.90400146 26.130029515723944 19.07492154647848 3.545729560386932 2.5883825790824604 2.547165145793553 1.8594305564292937 35.12762416 26.495954460000007 39.489374250000004 0.028005040000000002 0.5073113699769504 23.230687369087583 0.00599875137002298 1.9373835604102068 0.018863239609742802 4.449888763994197 0.0031430490202342173 9.364103186531059 0.7961898000000001 0.6040040500000001 0.5997125986669634 0.4640135178884206 0.19647720133303667 0.13999053211157952 9.53481903369833 0.7042329663016708 3.837156822578874 5.697662211119456 0.335431317421127 0.3688016488805438 4.172588140000001 6.06646386 14.428050070000001 4.840906090000001
28 PL 0.719707263764176 162.69384493310605 37.066477418290695 0.6321409759629364 19.48056221983485 7.554412836839432 237.44274247070248 28.441898996790353 48.88889712347745 219.28587265019746 51.955260494442626 8.819077017180906 8.441123332415255 3.5593519543311287 8.505633232810988 5.38704327166558 93.81952067315392 43.08232151710042 12.791391043403525 69.7380338434871 1.3424590215351815 34.01913900064919 6.315156248520575 41.67675427070494 174.29796279485242 0.06566503664190335 1.115185972116605 96.59925173251918 0.0006594983968755774 9.455957193306968 0.06495879022996191 24.85035470838785 4.674801506585862e-05 42.27721318852181 4.043880652573237 2.8530468343039725 2.283560723689119 1.8658111396792856 1.760319928884118 0.9872356946246871 6.230789077111895 0.07698608946551269 0.5481001624237407 5.682688914688154 0.03306317767518576 0.043922911790326924 0.5811633400989265 5.726611826478481 0.03611112581642298 1.6363293700000003
29 PT 0.16853103420639537 6.167189443761765 6.844749403026448 0.6192555042551876 8.657967119181887 2.513361052425902 30.644647379477153 12.31396861546159 0.011388980962399788 21.88441540460838 5.314540992166446 1.8223271167970734 2.3288462896580606 1.389450501188967 2.7089567112102446 1.677792763857291 21.132756291752937 15.70110751612303 0.2966663759252526 11.94361641655254 0.8077702887437023 1.9424746346398076 2.1680579713654864 4.918302894748996 60.07163884638256 0.005796247464804267 0.6943809466998286 37.48714626049493 0.004144788310373135 1.8392478706029092 0.0014471892405585024 8.822663675857115 0.00015068153169906648 11.228200092727777 0.4119341087857363 0.29221113468922777 0.3542766997705545 0.261975695831413 0.0576574090151818 0.03023543885781476 12.04189939469445 0.24947267240484822 1.7711568990199187 10.270742495674531 0.1107532522332049 0.13871942017164332 1.8819101512531238 10.409461915846174 1.4175055568193127 7.483056010000001
30 RO 0.8164119937824674 59.96132511343599 12.535594689161648 0.5966601803368272 8.287391484240173 0.6268225706774041 90.0416838937321 11.895960635306784 10.526118400572317 81.04442001456628 11.472370482472948 0.31126932980776745 2.499852646666194 0.43035561975633935 2.7719690913846016 1.1178608185175691 22.759444431153444 8.001025371554253 2.5952795750395103 16.898643459088195 0.7007809689311082 2.719627160661053 2.094159726588078 5.514567856180239 56.27724851083044 0.006095761615848004 0.21744941693675585 30.680317400032756 0.005639041540646845 11.646944255137056 0.00015561928868615372 7.116715973219791 4.505132889433588e-05 6.615821465504074 2.9624978308219267 1.0611074233348035 2.1230366871828705 0.7659474400326133 0.839461143639056 0.2951599833021901 2.424579253795485 0.029546566493058167 0.20490687455205012 2.2196723792434345 0.02497642466045021 0.004570141832607959 0.2298832992125003 2.2242425210760426 0.48333372495510224 0.48328465000000004
31 RS 2.041447300754024 17.23241025134951 4.7096888757710875 1.7229567393124234 3.2058768205282546 2.221982761190753 33.10772576 14.145999310000002 4.436825941714843 0.8017518796993448 0.8519426499259911 0.3586791598052431 0.985253156817818 0.6309047643840355 9.346379720000002 4.898997940000001 22.236583260000003 0.0 0.285668530623453 13.081268662284423 0.0 1.0909464043385495 0.0 2.5057455043946524 0.0 5.272954158358922 0.5751616500000001 0.47800463000000004 0.43322796621493825 0.3672170905695961 0.14193368378506177 0.11078753943040395 0.4886500505665789 0.03162962943342115 0.0 0.4886500505665789 0.0 0.03162962943342115 0.0 0.52027968 0.10861257000000002 0.10931037
32 SE 18.4203419908313 55.67334748926343 14.09700520336014 7.62928350560303 5.841710107199814 5.785689042843419 86.98471532467524 43.504196153945145 30.748061957160978 75.74261755247736 22.700405098892183 4.608878048490316 4.269153420938776 1.7706726927590173 4.374008646562861 4.286688107484913 46.05946171198871 25.491266437692087 15.6636143722038 32.15077398576433 1.0361667627692726 2.0898260280447953 1.010335904191686 4.136328695005755 83.04667870338166 0.01280258345751495 0.34320531162223467 51.05330259569601 0.0061524965671318635 6.1507365387542245 0.001514571605766908 7.009050732526921 0.002657098759479214 18.490383524782263 2.761947422261534 2.750002981435833 2.0247546969142176 2.0184609369237854 0.7371927253473161 0.7315420445120471 10.241309021150325 0.18676454919898827 1.9390076232799187 8.302301397870405 0.06947218543730693 0.11729236376168135 2.0084798087172255 8.419593761632086 0.7977769681471846 18.578494690000003
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