rowid,year,cloud-provider,cloud-region,cfe-region,em-zone-id,wt-region-id,location,geolocation,provider-cfe-hourly,provider-cfe-annual,power-usage-effectiveness,water-usage-effectiveness,provider-carbon-intensity-market-annual,provider-carbon-intensity-average-consumption-hourly,grid-carbon-intensity-average-consumption-annual,grid-carbon-intensity-marginal-consumption-annual,grid-carbon-intensity-average-production-annual,grid-carbon-intensity,total-ICT-energy-consumption-annual,total-water-input,renewable-energy-consumption,renewable-energy-consumption-goe,renewable-energy-consumption-ppa,,renewable-energy-consumption-onsite 1,2023,Google Cloud,africa-south1,South Africa,ZA,ZA,Johannesburg,,0.16,,,,,646,,,,,,,,,,, 2,2023,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.18,,,,0,451,,,,,,,,,,, 3,2023,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0.28,,,,0,360,,,,,,,,,,, 4,2023,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,,0,459,,,,,,,,,,, 5,2023,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0.3,,,,0,385,,,,,,,,,,, 6,2023,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.35,,,,0,378,,,,,,,,,,, 7,2023,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,"19.0761,72.8775",0.14,,,,0,648,,,,,,,,,,, 8,2023,Google Cloud,asia-south2,Uttar Pradesh,IN-UP,IND,Delhi,"28.6092,76.9798",0.29,,,,0,529,,,,,,,,,,, 9,2023,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,,,0,372,,,,,,,,,,, 10,2023,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0.13,,,,0,580,,,,,,,,,,, 11,2023,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.33,,,,0,501,,,,,,,,,,, 12,2023,Google Cloud,australia-southeast2,Victoria,AUS-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.4,,,,0,456,,,,,,,,,,, 13,2023,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.31,,,,0,723,,,,,,,,,,, 14,2023,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.98,,,,0,46,,,,,,,,,,, 15,2023,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0.76,,,,0,131,,,,,,,,,,, 16,2023,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.82,,,,0,122,,,,,,,,,,, 17,2023,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.92,,,,0,136,,,,,,,,,,, 18,2023,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.9,,,,0,345,,,,,,,,,,, 19,2023,Google Cloud,europe-west4,Netherlands,NL,NL,Eemshaven,"51.9167,4.5",0.8,,,,0,236,,,,,,,,,,, 20,2023,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.92,,,,0,59,,,,,,,,,,, 21,2023,Google Cloud,europe-west8,North Italy,IT,IT,Milan,"45.4669,9.19",0.52,,,,0,249,,,,,,,,,,, 22,2023,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0.94,,,,0,34,,,,,,,,,,, 23,2023,Google Cloud,europe-west12,North Italy,IT,IT,Turin,"45.0792,7.6761",0.52,,,,0,249,,,,,,,,,,, 24,2023,Google Cloud,me-central1,Doha,,,,,0.0,,,,,575,,,,,,,,,,, 25,2023,Google Cloud,me-central2,Damman,,,,,0.0,,,,,569,,,,,,,,,,, 26,2023,Google Cloud,me-west1,Israel,IL,IL,Tel Aviv,"32.0167,34.7667",0.05,,,,0,463,,,,,,,,,,, 27,2023,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montréal,"45.5089,-73.5617",1.0,,,,0,2,,,,,,,,,,, 28,2023,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.87,,,,0,47,,,,,,,,,,, 29,2023,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,São Paulo,"-3.45,-68.95",0.9,,,,0,56,,,,,,,,,,, 30,2023,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.91,,,,0,56,,,,,,,,,,, 31,2023,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.95,,,,0,430,,,,,,,,,,, 32,2023,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.29,,,,0,560,,,,,,,,,,, 33,2023,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.52,,,,0,322,,,,,,,,,,, 34,2023,Google Cloud,us-east5,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,Columbus,"41.4366,-97.3565 ",0.52,,,,0,322,,,,,,,,,,, 35,2023,Google Cloud,us-south1,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",0.79,,,,0,321,,,,,,,,,,, 36,2023,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.84,,,,0,94,,,,,,,,,,, 37,2023,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.55,,,,0,198,,,,,,,,,,, 38,2023,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.29,,,,0,588,,,,,,,,,,, 39,2023,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.26,,,,0,373,,,,,,,,,,, 100,2022,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.18,,1.12,,0,453,,,,,,,,,,, 101,2022,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0.28,,,,0,360,,,,,,,,,,, 102,2022,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,,0,463,,535.9531592,,536,,,,,,, 103,2022,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0.32,,,,0,383,,550.5322311,,551,,,,,,, 104,2022,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,,0,425,,686.0136038,,686,,,,,,, 105,2022,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,"19.0761,72.8775",0.24,,,,0,555,,679.4097431,,679,,,,,,, 106,2022,Google Cloud,asia-south2,Uttar Pradesh,IN-UP,IND,Delhi,"28.6092,76.9798",0.23,,,,0,632,,679.4097431,,679,,,,,,, 107,2022,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,1.2,,0,372,,409.1860208,,409,,,,,,, 108,2022,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0.13,,,,0,580,,,,,,,,,,, 109,2022,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.27,,,,0,538,,770.3638355,,770,,,,,,, 110,2022,Google Cloud,australia-southeast2,Victoria,AUS-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.34,,,,0,490,,664.5903366,,665,,,,,,, 111,2022,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.24,,,,0,738,,852.3941505,,852,,,,,,, 112,2022,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.97,,1.09,,0,112,,784.9591618,,785,,,,,,, 113,2022,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0.67,,,,0,160,,370.288102,,370,,,,,,, 114,2022,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.8,,1.09,,0,123,,411.1523178,,411,,,,,,, 115,2022,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.85,,,,0,166,,427.7283704,,428,,,,,,, 116,2022,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.96,,,,0,413,,741.7175367,,742,,,,,,, 117,2022,Google Cloud,europe-west4,Netherlands,NL,NL,Netherlands,"51.9167,4.5",0.57,,1.07,,0,317,,487.2176839,,487,,,,,,, 118,2022,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.85,,,,0,118,,,,,,,,,,, 119,2022,Google Cloud,europe-west8,North Italy,IT,IT,Milan,"45.4669,9.19",0.42,,,,0,323,,385.8847276,,386,,,,,,, 120,2022,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0.87,,,,0,71,,383.7390836,,384,,,,,,, 121,2022,Google Cloud,europe-west12,North Italy,IT,IT,Turin,"45.0792,7.6761",0.42,,,,0,323,,385.8847276,,386,,,,,,, 122,2022,Google Cloud,me-west1,Israel,IL,IL,Tel Aviv,"32.0167,34.7667",0.02,,,,0,476,,,,,,,,,,, 123,2022,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montréal,"45.5089,-73.5617",1.0,,,,0,0,,462.2451779,,462,,,,,,, 124,2022,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.9,,,,0,36,,356.8894651,,357,,,,,,, 125,2022,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,São Paulo,"-3.45,-68.95",0.89,,,,0,65,,571.4267992,,571,,,,,,, 126,2022,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.9,,1.09,,0,165,,615.8448463,,616,,,,,,, 127,2022,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.92,,1.11,,0,445,,539.2510271,,539,,,,,,, 128,2022,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.26,,1.1,,0,532,,727.5301036,,728,,,,,,, 129,2022,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.6,,1.08,,0,354,429,565.3840343,,565,,,,,,, 130,2022,Google Cloud,us-east5,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,Columbus,"41.4366,-97.3565 ",0.6,,1.13,,0,354,429,565.1671385,,565,,,,,,, 131,2022,Google Cloud,us-south1,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",0.41,,1.14,,0,342,,441.0116857,,441,,,,,,, 132,2022,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.89,,1.1,,0,67,,427.1886293,,427,,,,,,, 133,2022,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.56,,,,0,202,,501.0230748,,501,,,,,,, 134,2022,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.31,,,,0,606,,664.0421037,,664,,,,,,, 135,2022,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.27,,1.09,,0,396,,456.7534925,,457,,,,,,, 196,2021,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,,0.17,,,,0,456,,,,,,,,,,, 197,2021,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,,0.28,,,,0,360,,,,,,,,,,, 198,2021,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,,0.16,,,,0,464,,,,,,,,,,, 199,2021,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,,0.31,,,,0,384,,,,,,,,,,, 200,2021,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,,0.31,,,,0,425,,,,,,,,,,, 201,2021,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,,0.1,,,,0,670,,,,,,,,,,, 202,2021,Google Cloud,asia-south2,Uttar Pradesh,IN-UP,IND,Delhi,,0.08,,,,0,671,,,,,,,,,,, 203,2021,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,,0.04,,,,0,372,,,,,,,,,,, 204,2021,Google Cloud,asia-southeast2,Indonesia,ID,,Jakarta,,0.13,,,,0,580,,,,,,,,,,, 205,2021,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,,0.21,,,,0,598,,,,,,,,,,, 206,2021,Google Cloud,australia-southeast2,Victoria,AUS-VIC,NEM_VIC,Melbourne,,0.31,,,,0,521,,,,,,,,,,, 207,2021,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,,0.2,,,,0,576,,,,,,,,,,, 208,2021,Google Cloud,europe-north1,Finland,FI,FI,Finland,,0.91,,,,0,127,,,,,,,,,,, 209,2021,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,,0.0,,,,0,121,,,,,,,,,,, 210,2021,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,,0.82,,,,0,110,,,,,,,,,,, 211,2021,Google Cloud,europe-west2,Great Britain,GB,UK,London,,0.57,,,,0,172,,,,,,,,,,, 212,2021,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,,0.6,,,,0,269,,,,,,,,,,, 213,2021,Google Cloud,europe-west4,Netherlands,NL,NL,Netherlands,,0.53,,,,0,283,,,,,,,,,,, 214,2021,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,,0.85,,,,0,86,,,,,,,,,,, 215,2021,Google Cloud,europe-west8,North Italy,IT,IT,Milan,,0.0,,,,0,298,,,,,,,,,,, 216,2021,Google Cloud,europe-west9,France,FR,FR,Paris,,0.0,,,,0,59,,,,,,,,,,, 217,2021,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montréal,,1.0,,,,0,0,,,,,,,,,,, 218,2021,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,,0.92,,,,0,29,,,,,,,,,,, 219,2021,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,São Paulo,,0.78,,,,0,129,,,,,,,,,,, 220,2021,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,,0.69,,,,0,190,,,,,,,,,,,