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 2,2024,Amazon Web Services,ap-northeast-1,Tokyo,JP-TK,JP_TK,Asia Pacific (Tokyo),"35.6897,139.692",,,1.27,0.91,0.0,,536.06,535.91,545.67,,,,,,, 3,2024,Amazon Web Services,ap-south-1,Maharashtra,IN-WE,IND,Asia Pacific (Mumbai),"19.0761,72.8775",,,1.42,0.18,0.0,,746.98,832.74,762.24,,,,,,, 4,2024,Amazon Web Services,ap-south-2,Hyderabad,IN-SO,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,1.46,0.18,0.0,,551.31,832.74,549.72,,,,,,, 9,2024,Amazon Web Services,ca-central-1,Quebec,CA-QC,HQ,Canada (Central),"45.5089,-73.5617",,,1.19,0.04,0.0,,30.51,457.85,28.68,,,,,,, 11,2024,Amazon Web Services,cn-northwest-1,,,CHN,China (Ningxia),"38.4795,106.2254 ",,,1.25,0.18,0.0,,,843.63,,,,,,,, 12,2024,Amazon Web Services,eu-central-1,Germany,DE,DE,Europe (Frankfurt),"50.1106,8.6822",,,1.35,0.01,0.0,,370.93,731.22,394.14,,,,,,, 13,2024,Amazon Web Services,eu-north-1,Sweden,SE,SE,Europe (Stockholm),"59.3294,18.0686 ",,,1.1,0.02,0.0,,24.71,791.26,21.28,,,,,,, 14,2024,Amazon Web Services,eu-south-2,Spain,ES,ES,Europe (Spain),"40.3333,-3.8667",,,1.09,0.24,0.0,,153.86,363.46,154.56,,,,,,, 15,2024,Amazon Web Services,eu-west-1,Ireland,IE,IE,Europe (Ireland),"53.35,-6.2603 ",,,1.11,0.03,0.0,,403.4,488.25,416.03,,,,,,, 19,2024,Amazon Web Services,us-east-1,PJM,US-MIDA-PJM,PJM_DC,US East (N. Virginia),"39.1057,-77.5544 ",,,1.15,0.12,0.0,,396.25,557.17,396.77,,,,,,, 20,2024,Amazon Web Services,us-east-2,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,,1.13,0.1,0.0,,396.25,557.0,396.77,,,,,,, 21,2024,Amazon Web Services,us-west-1,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"36.7783,-119.417931",,,1.18,0.51,0.0,,261.28,381.37,239.67,,,,,,, 22,2024,Amazon Web Services,us-west-2,BPA,US-NW-BPAT,BPA,US West (Oregon),"45.5371,-122.65 ",,,1.12,0.16,0.0,,119.76,476.66,68.82,,,,,,, 24,2024,Google Cloud,asia-east1,Taiwan,TW,TWN,Taiwan,"25.0375,121.5625",0.18,0.17,1.12,,0.0,451.0,439.29,551.9,537.76,,,,,,, 25,2024,Google Cloud,asia-east2,Hong Kong,HK,HKG,Hong Kong,"22.3,114.2",0.28,0.01,,,0.0,360.0,505.02,486.38,435.36,,,,,,, 26,2024,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,0.17,,,0.0,459.0,452.85,535.91,545.67,,,,,,, 27,2024,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0.3,0.46,,,0.0,385.0,296.19,549.89,357.05,,,,,,, 28,2024,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.35,0.37,,,0.0,378.0,356.57,736.69,443.01,,,,,,, 29,2024,Google Cloud,asia-south1,Maharashtra,IN-WE,IND,Mumbai,"19.0761,72.8775",0.14,0.09,,,0.0,648.0,678.76,832.74,762.24,,,,,,, 30,2024,Google Cloud,asia-south2,Uttar Pradesh,IN-NO,IND,Delhi,"28.6092,76.9798",0.29,0.29,,,0.0,529.0,531.83,832.74,562.0,,,,,,, 31,2024,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,0.04,1.16,,0.0,372.0,366.85,349.01,487.06,,,,,,, 32,2024,Google Cloud,asia-southeast2,Indonesia,ID,IDN,Jakarta,"-6.2507,106.869",0.13,0.18,,,0.0,580.0,560.55,779.09,652.36,,,,,,, 33,2024,Google Cloud,australia-southeast1,New South Wales,AU-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.33,0.34,,,0.0,501.0,497.5,727.59,546.1,,,,,,, 34,2024,Google Cloud,australia-southeast2,Victoria,AU-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.4,0.39,,,0.0,456.0,454.37,548.15,514.1,,,,,,, 35,2024,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.31,0.4,,,0.0,723.0,642.88,862.29,794.76,,,,,,, 36,2024,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.98,0.98,1.09,,0.0,46.0,39.32,794.87,89.24,,,,,,, 38,2024,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0.76,0.87,,,0.0,131.0,89.04,363.46,154.56,,,,,,, 39,2024,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.82,0.84,1.09,,0.0,122.0,103.37,415.75,172.79,,,,,,, 41,2024,Google Cloud,europe-west12,North Italy,IT-NO,IT,Turin,"45.0792,7.6761",0.52,0.73,,,0.0,249.0,201.69,386.08,379.97,,,,,,, 42,2024,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.92,0.79,,,0.0,136.0,105.94,424.48,200.18,,,,,,, 43,2024,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.9,0.68,,,0.0,345.0,275.82,731.22,394.14,,,,,,, 44,2024,Google Cloud,europe-west4,Netherlands,NL,NL,Eemshaven,"51.9167,4.5",0.8,0.83,1.07,,0.0,236.0,208.81,501.34,292.61,,,,,,, 45,2024,Google Cloud,europe-west6,Switzerland,CH,CH,Zürich,"47.3744,8.5411",0.92,0.98,,,0.0,59.0,15.05,915.49,52.58,,,,,,, 46,2024,Google Cloud,europe-west8,North Italy,IT-NO,IT,Milan,"45.4669,9.19",0.52,0.73,,,0.0,249.0,201.69,386.08,379.97,,,,,,, 47,2024,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0.94,0.96,,,0.0,34.0,16.3,394.64,45.21,,,,,,, 49,2024,Google Cloud,me-west1,Israel,IL,ISR,Tel Aviv,"32.0167,34.7667",0.05,0.07,,,0.0,463.0,433.75,497.07,533.04,,,,,,, 50,2024,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montréal,"45.5089,-73.5617",1.0,0.99,,,0.0,2.0,5.48,457.85,28.68,,,,,,, 51,2024,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.87,0.84,,,0.0,47.0,58.56,396.66,75.79,,,,,,, 53,2024,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,Sāo Paulo,"-3.45,-68.95",0.9,0.88,,,0.0,56.0,67.32,709.62,90.41,,,,,,, 54,2024,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.91,0.92,1.12,,0.0,56.0,238.0,627.77,272.2,,,,,,, 55,2024,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.95,0.87,1.1,,0.0,430.0,412.72,585.88,518.84,,,,,,, 56,2024,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.29,0.31,1.1,,0.0,560.0,575.77,725.76,797.96,,,,,,, 58,2024,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.52,0.62,1.09,,0.0,322.0,323.05,557.17,396.77,,,,,,, 59,2024,Google Cloud,us-south1,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",0.79,0.94,1.12,,0.0,321.0,302.95,484.03,388.25,,,,,,, 60,2024,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.84,0.87,1.07,,0.0,94.0,79.23,476.66,68.82,,,,,,, 61,2024,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.55,0.63,,,0.0,198.0,169.28,535.56,239.67,,,,,,, 62,2024,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.29,0.33,,,0.0,588.0,555.17,670.36,657.95,,,,,,, 63,2024,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.26,0.64,1.08,,0.0,373.0,357.3,464.06,499.52,,,,,,, 66,2023,Amazon Web Services,ap-northeast-1,Tokyo,JP-TK,JP_TK,Asia Pacific (Tokyo),"35.6897,139.692",,,1.32,0.18,0.0,,536.06,535.91,545.67,,,,,,, 68,2023,Amazon Web Services,ap-northeast-3,Kansai,JP-KN,JP_KN,Asia Pacific (Osaka),"34.6939,135.502",,,,0.18,0.0,,370.3,549.89,357.05,,,,,,, 69,2023,Amazon Web Services,ap-south-1,Maharashtra,IN-WE,IND,Asia Pacific (Mumbai),"19.0761,72.8775",,,1.44,0.18,0.0,,746.98,832.74,762.24,,,,,,, 70,2023,Amazon Web Services,ap-south-2,Hyderabad,IN-SO,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,1.5,0.18,0.0,,551.31,832.74,549.72,,,,,,, 75,2023,Amazon Web Services,ca-central-1,Quebec,CA-QC,HQ,Canada (Central),"45.5089,-73.5617",,,1.22,0.18,0.0,,30.51,457.85,28.68,,,,,,, 76,2023,Amazon Web Services,cn-north-1,,,CHN,China (Beijing),"39.904,116.4075 ",,,,0.18,0.0,,,843.63,,,,,,,, 77,2023,Amazon Web Services,cn-northwest-1,,,CHN,China (Ningxia),"38.4795,106.2254 ",,,1.26,0.18,0.0,,,843.63,,,,,,,, 78,2023,Amazon Web Services,eu-central-1,Germany,DE,DE,Europe (Frankfurt),"50.1106,8.6822",,,1.33,0.18,0.0,,370.93,731.22,394.14,,,,,,, 79,2023,Amazon Web Services,eu-central-2,Switzerland,CH,CH,Europe (Zurich),"47.3744,8.5411",,,,0.18,0.0,,83.8,915.49,52.58,,,,,,, 80,2023,Amazon Web Services,eu-north-1,Sweden,SE,SE,Europe (Stockholm),"59.3294,18.0686 ",,,1.12,0.18,0.0,,24.71,791.26,21.28,,,,,,, 81,2023,Amazon Web Services,eu-south-1,North Italy,IT-NO,IT,Europe (Milan),"45.4669,9.19",,,,0.18,0.0,,298.62,386.08,379.97,,,,,,, 82,2023,Amazon Web Services,eu-south-2,Spain,ES,ES,Europe (Spain),"40.3333,-3.8667",,,1.11,0.18,0.0,,153.86,363.46,154.56,,,,,,, 83,2023,Amazon Web Services,eu-west-1,Ireland,IE,IE,Europe (Ireland),"53.35,-6.2603 ",,,1.1,0.18,0.0,,403.4,488.25,416.03,,,,,,, 84,2023,Amazon Web Services,eu-west-2,Great Britain,GB,UK,Europe (London),"51.726,-0.3",,,,0.18,0.0,,187.89,424.48,200.18,,,,,,, 85,2023,Amazon Web Services,eu-west-3,France,FR,FR,Europe (Paris),"48.8567,2.3522",,,,0.18,0.0,,52.87,394.64,45.21,,,,,,, 90,2023,Amazon Web Services,us-east-1,PJM,US-MIDA-PJM,PJM_DC,US East (N. Virginia),"39.1057,-77.5544 ",,,1.15,0.18,0.0,,396.25,557.17,396.77,,,,,,, 91,2023,Amazon Web Services,us-east-2,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,,1.12,0.18,0.0,,396.25,557.0,396.77,,,,,,, 92,2023,Amazon Web Services,us-gov-east-1,PJM,US-MIDA-PJM,PJM_DC,GovCloud (US East),"39.1057,-77.5544 ",,,,0.18,0.0,,396.25,557.17,396.77,,,,,,, 93,2023,Amazon Web Services,us-gov-west-1,BPA,US-NW-BPAT,BPA,GovCloud (US West),"45.5371,-122.65 ",,,,0.18,0.0,,119.76,476.66,68.82,,,,,,, 94,2023,Amazon Web Services,us-west-1,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"36.7783,-119.417931",,,1.17,0.18,0.0,,261.28,381.37,239.67,,,,,,, 95,2023,Amazon Web Services,us-west-2,BPA,US-NW-BPAT,BPA,US West (Oregon),"45.5371,-122.65 ",,,1.13,0.18,0.0,,119.76,476.66,68.82,,,,,,, 97,2023,Google Cloud,asia-east1,Taiwan,TW,TWN,Taiwan,"25.0375,121.5625",0.18,,1.12,,0.0,451.0,537.64,551.9,537.76,,,,,,, 98,2023,Google Cloud,asia-east2,Hong Kong,HK,HKG,Hong Kong,"22.3,114.2",0.28,,,,0.0,360.0,435.36,486.38,435.36,,,,,,, 99,2023,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,,0.0,459.0,536.06,535.91,545.67,,,,,,, 100,2023,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0.3,,,,0.0,385.0,370.3,549.89,357.05,,,,,,, 101,2023,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.35,,,,0.0,378.0,443.05,736.69,443.01,,,,,,, 102,2023,Google Cloud,asia-south1,Maharashtra,IN-WE,IND,Mumbai,"19.0761,72.8775",0.14,,,,0.0,648.0,746.98,832.74,762.24,,,,,,, 103,2023,Google Cloud,asia-south2,Uttar Pradesh,IN-NO,IND,Delhi,"28.6092,76.9798",0.29,,,,0.0,529.0,563.1,832.74,562.0,,,,,,, 104,2023,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,1.16,,0.0,372.0,487.52,349.01,487.06,,,,,,, 105,2023,Google Cloud,asia-southeast2,Indonesia,ID,IDN,Jakarta,"-6.2507,106.869",0.13,,,,0.0,580.0,652.36,779.09,652.36,,,,,,, 106,2023,Google Cloud,australia-southeast1,New South Wales,AU-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.33,,,,0.0,501.0,545.01,727.59,546.1,,,,,,, 107,2023,Google Cloud,australia-southeast2,Victoria,AU-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.4,,,,0.0,456.0,498.19,548.15,514.1,,,,,,, 108,2023,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.31,,,,0.0,723.0,749.28,862.29,794.76,,,,,,, 109,2023,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.98,,1.09,,0.0,46.0,82.34,794.87,89.24,,,,,,, 110,2023,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0.76,,,,0.0,131.0,153.86,363.46,154.56,,,,,,, 111,2023,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.82,,1.09,,0.0,122.0,177.58,415.75,172.79,,,,,,, 112,2023,Google Cloud,europe-west12,North Italy,IT-NO,IT,Turin,"45.0792,7.6761",0.52,,,,0.0,249.0,298.62,386.08,379.97,,,,,,, 113,2023,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.92,,,,0.0,136.0,187.89,424.48,200.18,,,,,,, 114,2023,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.9,,,,0.0,345.0,370.93,731.22,394.14,,,,,,, 115,2023,Google Cloud,europe-west4,Netherlands,NL,NL,Eemshaven,"51.9167,4.5",0.8,,1.07,,0.0,236.0,283.17,501.34,292.61,,,,,,, 116,2023,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.92,,,,0.0,59.0,83.8,915.49,52.58,,,,,,, 117,2023,Google Cloud,europe-west8,North Italy,IT-NO,IT,Milan,"45.4669,9.19",0.52,,,,0.0,249.0,298.62,386.08,379.97,,,,,,, 118,2023,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0.94,,,,0.0,34.0,52.87,394.64,45.21,,,,,,, 121,2023,Google Cloud,me-west1,Israel,IL,ISR,Tel Aviv,"32.0167,34.7667",0.05,,,,0.0,463.0,533.04,497.07,533.04,,,,,,, 122,2023,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montréal,"45.5089,-73.5617",1.0,,,,0.0,2.0,30.51,457.85,28.68,,,,,,, 123,2023,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.87,,,,0.0,47.0,76.42,396.66,75.79,,,,,,, 124,2023,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,São Paulo,"-3.45,-68.95",0.9,,,,0.0,56.0,89.55,709.62,90.41,,,,,,, 125,2023,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.91,,1.12,,0.0,56.0,272.26,627.77,272.2,,,,,,, 126,2023,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.95,,1.1,,0.0,430.0,501.42,585.88,518.84,,,,,,, 127,2023,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.29,,1.1,,0.0,560.0,649.07,725.76,797.96,,,,,,, 128,2023,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.52,,1.09,,0.0,322.0,396.25,557.17,396.77,,,,,,, 129,2023,Google Cloud,us-east5,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,Columbus,"41.4366,-97.3565 ",0.52,,1.09,,0.0,322.0,396.25,557.0,396.77,,,,,,,