From 48ee7d223dfa343cecb6926005c24c6750aefb83 Mon Sep 17 00:00:00 2001 From: Ridhee Gupta <56942399+ridhee1gupta@users.noreply.github.com> Date: Tue, 2 Apr 2024 21:37:44 -0400 Subject: [PATCH] WUE and PUE real data with source tracking Signed-off-by: Ridhee Gupta <56942399+ridhee1gupta@users.noreply.github.com> --- src/lib/cloud-metadata/gsf-data.csv | 534 ++++++++++++++-------------- 1 file changed, 267 insertions(+), 267 deletions(-) diff --git a/src/lib/cloud-metadata/gsf-data.csv b/src/lib/cloud-metadata/gsf-data.csv index 58e02d7..451b16d 100644 --- a/src/lib/cloud-metadata/gsf-data.csv +++ b/src/lib/cloud-metadata/gsf-data.csv @@ -1,267 +1,267 @@ -year,cloud-provider,cloud-region,cfe-region,em-zone-id,wt-region-id,location,geolocation,cfe-hourly,cfe-annual,power-usage-efficiency,net-carbon,grid-carbon-intensity-24x7,grid-carbon-intensity-consumption,grid-carbon-intensity-marginal,grid-carbon-intensity-production,grid-carbon-intensity -2022,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.18,,,0,453,,,,453 -2022,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0.28,,,0,360,,,,360 -2022,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,0,463,,,,463 -2022,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0.32,,,0,383,,,,383 -2022,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,0,425,,,,425 -2022,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,"19.0761,72.8775",0.24,,,0,555,,,,555 -2022,Google Cloud,asia-south2,Uttar Pradesh,IN-UP,IND,Delhi,"28.6092,76.9798",0.23,,,0,632,,,,632 -2022,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,,0,372,,,,372 -2022,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0.13,,,0,580,,,,580 -2022,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.27,,,0,538,,,,538 -2022,Google Cloud,australia-southeast2,Victoria,AUS-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.34,,,0,490,,,,490 -2022,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.24,,,0,738,,,,738 -2022,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.97,,,0,112,,,,112 -2022,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0.67,,,0,160,,,,160 -2022,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.8,,,0,123,,,,123 -2022,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.85,,,0,166,,,,166 -2022,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.96,,,0,413,,,,413 -2022,Google Cloud,europe-west4,Netherlands,NL,NL,Netherlands,"51.9167,4.5",0.57,,,0,317,,,,317 -2022,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.85,,,0,118,,,,118 -2022,Google Cloud,europe-west8,North Italy,IT,IT,Milan,"45.4669,9.19",0.42,,,0,323,,,,323 -2022,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0.87,,,0,71,,,,71 -2022,Google Cloud,europe-west12,North Italy,IT,IT,Turin,"45.0792,7.6761",0.42,,,0,323,,,,323 -2022,Google Cloud,me-west1,Israel,IL,IL,Tel Aviv,"32.0167,34.7667",0.02,,,0,476,,,,476 -2022,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montr�al,"45.5089,-73.5617",1,,,0,0,,,,0 -2022,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.9,,,0,36,,,,36 -2022,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,S�o Paulo,"-3.45,-68.95",0.89,,,0,65,,,,65 -2022,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.9,,,0,165,,,,165 -2022,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.92,,,0,445,,,,445 -2022,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.26,,,0,532,,,,532 -2022,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.6,,,0,354,429,,,354 -2022,Google Cloud,us-east5,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,Columbus,"41.4366,-97.3565 ",0.6,,,0,354,429,,,354 -2022,Google Cloud,us-south1,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",0.41,,,0,342,,,,342 -2022,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.89,,,0,67,,,,67 -2022,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.56,,,0,202,,,,202 -2022,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.31,,,0,606,,,,606 -2022,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.27,,,0,396,,,,396 -2022,Amazon Web Services,us-east-2,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,1,,0,,,,, -2022,Amazon Web Services,us-east-1,PJM,US-MIDA-PJM,PJM_DC,US East (N. Virginia),"39.1057,-77.5544 ",,1,,0,,,,, -2022,Amazon Web Services,us-west-1,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,1,,0,,,,, -2022,Amazon Web Services,us-west-2,BPA,US-NW-BPAT,BPA,US West (Oregon),"45.5371,-122.65 ",,1,,0,,,,, -2022,Amazon Web Services,af-south-1,South Africa,ZA,ZA,Africa (Cape Town),"-33.9253,18.4239 ",,,,,,,,, -2022,Amazon Web Services,ap-east-1,Hong Kong,HK,HK,Asia Pacific (Hong Kong),"22.3,114.2",,,,,,,,, -2022,Amazon Web Services,ap-south-2,India,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,1,,0,,,,, -2022,Amazon Web Services,ap-southeast-3,Indonesia,ID,ID,Asia Pacific (Jakarta),"-6.175,106.8275 ",,,,,,,,, -2022,Amazon Web Services,ap-southeast-4,Victoria,AUS-VIC,NEM_VIC,Asia Pacific (Melbourne),"-37.8142,144.963",,,,,,,,, -2022,Amazon Web Services,ap-south-1,Maharashtra,IN-MH,IND,Asia Pacific (Mumbai),"19.0761,72.8775",,1,,0,,,,, -2022,Amazon Web Services,ap-northeast-3,Kansai,JP-KN,JP_KN,Asia Pacific (Osaka),"34.6939,135.502",,,,,,,,, -2022,Amazon Web Services,ap-northeast-2,South Korea,KR,KOR,Asia Pacific (Seoul),"37.56,126.99",,,,,,,,, -2022,Amazon Web Services,ap-southeast-1,Singapore,SG,SGP,Asia Pacific (Singapore),"1.3,103.8",,,,,,,,, -2022,Amazon Web Services,ap-southeast-2,New South Wales,AUS-NSW,NEM_NSW,Asia Pacific (Sydney),"-33.8678,151.21",,,,,,,,, -2022,Amazon Web Services,ap-northeast-1,Tokyo,JP-TK,JP_TK,Asia Pacific (Tokyo),"35.6897,139.692",,,,,,,,, -2022,Amazon Web Services,ca-central-1,Quebec,CA-QC,HQ,Canada (Central),"45.5089,-73.5617",,1,,0,,,,, -2022,Amazon Web Services,eu-central-1,Germany,DE,DE,Europe (Frankfurt),"50.1106,8.6822",,1,,0,,,,, -2022,Amazon Web Services,eu-west-1,Ireland,IE,IE,Europe (Ireland),"53.35,-6.2603 ",,1,,0,,,,, -2022,Amazon Web Services,eu-west-2,Great Britain,GB,UK,Europe (London),"51.726,-0.3",,1,,0,,,,, -2022,Amazon Web Services,eu-south-1,North Italy,IT,IT,Europe (Milan),"45.4669,9.19",,1,,0,,,,, -2022,Amazon Web Services,eu-west-3,France,FR,FR,Europe (Paris),"48.8567,2.3522",,1,,0,,,,, -2022,Amazon Web Services,eu-south-2,Spain,ES,ES,Europe (Spain),"40.3333,-3.8667",,1,,0,,,,, -2022,Amazon Web Services,eu-north-1,Sweden,SE,SE,Europe (Stockholm),"59.3294,18.0686 ",,1,,0,,,,, -2022,Amazon Web Services,eu-central-2,Switzerland,CH,CH,Europe (Zurich),"47.3744,8.5411",,1,,0,,,,, -2022,Amazon Web Services,il-central-1,Israel,IL,IL,Israel (Tel Aviv),"32.0167,34.7667",,,,,,,,, -2022,Amazon Web Services,me-south-1,Bahrain,BH,BH,Middle East (Bahrain),"26.219,50.538 ",,,,,,,,, -2022,Amazon Web Services,me-central-1,UAE,AE,AE,Middle East (UAE),"25.2631,55.2972 ",,,,,,,,, -2022,Amazon Web Services,sa-east-1,Central Brazil,BR-CS,BRA,South America (S�o Paulo),"-3.45,-68.95",,,,,,,,, -2022,Amazon Web Services,us-gov-east-1,PJM,US-MIDA-PJM,PJM_DC,GovCloud (US East),"39.1057,-77.5544 ",,1,,0,,,,, -2022,Amazon Web Services,us-gov-west-1,BPA,US-NW-BPAT,BPA,GovCloud (US West),"45.5371,-122.65 ",,1,,0,,,,, -2022,Amazon Web Services,cn-north-1,,,,China (Beijing),"39.904,116.4075 ",,1,,0,,,,, -2022,Amazon Web Services,cn-northwest-1,,,,China (Ningxia),"38.4795,106.2254 ",,1,,0,,,,, -2024,Microsoft Azure,eastus,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,,,,,,,, -2024,Microsoft Azure,eastus2,PJM,US-MIDA-PJM,PJM_DC,US East (N. Virginia),"39.1057,-77.5544 ",,,,,,,,, -2024,Microsoft Azure,southcentralus,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",,,,,,,,, -2024,Microsoft Azure,westus2,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,,,,,,,, -2024,Microsoft Azure,westus3,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,,,,,,,, -2024,Microsoft Azure,australiaeast,Victoria,AUS-VIC,NEM_VIC,Asia Pacific (Melbourne),"-37.8142,144.963",,,,,,,,, -2024,Microsoft Azure,southeastasia,Singapore,SG,SGP,Singapore,"1.3,103.8",,0.13,,,,,,, -2024,Microsoft Azure,northeurope,Sweden,SE,SE,Europe (Stockholm),"59.3294,18.0686 ",,,,,,,,, -2024,Microsoft Azure,swedencentral,Sweden,SE,SE,Europe (Stockholm),"59.3294,18.0686 ",,,,,,,,, -2024,Microsoft Azure,uksouth,Great Britain,GB,UK,London,"51.726,-0.3",0.85,,,,,,,, -2024,Microsoft Azure,westeurope,France,FR,FR,Europe (Paris),"48.8567,2.3522",,,,,,,,, -2024,Microsoft Azure,centralus,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",,,,,,,,, -2024,Microsoft Azure,southafricanorth,South Africa,ZA,ZA,Africa (Cape Town),"-33.9253,18.4239 ",,,,,,,,, -2024,Microsoft Azure,centralindia,India,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,,,,,,, -2024,Microsoft Azure,eastasia,Hong Kong,HK,HK,Asia Pacific (Hong Kong),"22.3,114.2",,,,,,,,, -2024,Microsoft Azure,japaneast,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",,,,,,,,, -2024,Microsoft Azure,koreacentral,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,,,,,, -2024,Microsoft Azure,canadacentral,Quebec,CA-QC,HQ,Canada (Central),"45.5089,-73.5617",,,,,,,,, -2024,Microsoft Azure,francecentral,France,FR,FR,Paris,"48.8567,2.3522",0.87,,,,,,,, -2024,Microsoft Azure,germanywestcentral,Germany,DE,DE,Europe (Frankfurt),"50.1106,8.6822",,,,,,,,, -2024,Microsoft Azure,italynorth,North Italy,IT,IT,Europe (Milan),"45.4669,9.19",,,,,,,,, -2024,Microsoft Azure,norwayeast,Norway,NO,NO,Europe(Bergen),"60.3894,5.33 ",,,,,,,,, -2024,Microsoft Azure,polandcentral,Poland,PL,PL,Warsaw,"52.23,21.0111",,,,,,,,, -2024,Microsoft Azure,switzerlandnorth,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.85,,,,,,,, -2024,Microsoft Azure,uaenorth,UAE,AE,AE,Middle East (UAE),"25.2631,55.2972 ",,,,,,,,, -2024,Microsoft Azure,brazilsouth,South Brazil,BR-CS,BRA,Brazil,"-3.45,-68.95",,0.05,,,,,,, -2024,Microsoft Azure,centraluseuap,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",,,,,,,,, -2024,Microsoft Azure,israelcentral,Israel,IL,IL,Israel (Tel Aviv),"32.0167,34.7667",,,,,,,,, -2024,Microsoft Azure,qatarcentral,Qatar,QT,QT,Qatar,"25.69,51.51 ",,,,,,,,, -2024,Microsoft Azure,centralusstage,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",,,,,,,,, -2024,Microsoft Azure,eastusstage,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,,,,,,,, -2024,Microsoft Azure,eastus2stage,PJM,US-MIDA-PJM,PJM_DC,US East (N. Virginia),"39.1057,-77.5544 ",,,,,,,,, -2024,Microsoft Azure,northcentralusstage,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.92,,,,,,,, -2024,Microsoft Azure,southcentralusstage,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.92,,,,,,,, -2024,Microsoft Azure,westusstage,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,,,,,,,, -2024,Microsoft Azure,westus2stage,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,,,,,,,, -2024,Microsoft Azure,asia,Hong Kong,HK,HK,Asia Pacific (Hong Kong),"22.3,114.2",,,,,,,,, -2024,Microsoft Azure,asiapacific,Singapore,SG,SGP,Singapore,"1.3,103.8",,0.13,,,,,,, -2024,Microsoft Azure,australia,Victoria,AUS-VIC,NEM_VIC,Asia Pacific (Melbourne),"-37.8142,144.963",,,,,,,,, -2024,Microsoft Azure,brazil,Brazil,BR-CS,BRA,Brazil,"-3.45,-68.95",,0.05,,,,,,, -2024,Microsoft Azure,canada,Quebec,CA-QC,HQ,Canada (Central),"45.5089,-73.5617",,,,,,,,, -2024,Microsoft Azure,europe,France,FR,FR,Europe (Paris),"48.8567,2.3522",,,,,,,,, -2024,Microsoft Azure,france,France,FR,FR,Paris,"48.8567,2.3522",0.87,,,,,,,, -2024,Microsoft Azure,germany,Germany,DE,DE,Europe (Frankfurt),"50.1106,8.6822",,,,,,,,, -2024,Microsoft Azure,global,,,,,,,,,,,,,, -2024,Microsoft Azure,india,India,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,,,,,,, -2024,Microsoft Azure,japan,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,,,,,, -2024,Microsoft Azure,korea,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,,,,,, -2024,Microsoft Azure,norway,Norway,NO,NO,Europe(Bergen),"60.3894,5.33 ",,,,,,,,, -2024,Microsoft Azure,singapore,Singapore,SG,SGP,Singapore,"1.3,103.8",,0.13,,,,,,, -2024,Microsoft Azure,southafrica,South Africa,ZA,ZA,Africa (Cape Town),"-33.9253,18.4239 ",,,,,,,,, -2024,Microsoft Azure,sweden,Sweden,SE,SE,Europe (Stockholm),"59.3294,18.0686 ",,,,,,,,, -2024,Microsoft Azure,switzerland,Switzerland,CH,CH,Europe (Zurich),"47.3744,8.5411",,,,,,,,, -2024,Microsoft Azure,uae,UAE,AE,AE,Middle East (UAE),"25.2631,55.2972 ",,,,,,,,, -2024,Microsoft Azure,uk,Great Britain,GB,UK,London,"51.726,-0.3",0.85,,,,,,,, -2024,Microsoft Azure,unitedstates,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,,,,,,,, -2024,Microsoft Azure,unitedstateseuap,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,,,,,,,, -2024,Microsoft Azure,eastasiastage,Singapore,SG,SGP,Singapore,"1.3,103.8",,0.13,,,,,,, -2024,Microsoft Azure,southeastasiastage,Singapore,SG,SGP,Singapore,"1.3,103.8",,0.13,,,,,,, -2024,Microsoft Azure,brazilus,Brazil,BR-CS,BRA,Brazil,"-3.45,-68.95",,,,,,,,, -2024,Microsoft Azure,eastusstg,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),,,,,,,,,, -2024,Microsoft Azure,northcentralus,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",,,,,,,,, -2024,Microsoft Azure,westus,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,,,,,,,, -2024,Microsoft Azure,japanwest,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,,,,,, -2024,Microsoft Azure,jioindiawest,India,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,,,,,,, -2024,Microsoft Azure,eastus2euap,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,,,,,,,, -2024,Microsoft Azure,westcentralus,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,,,,,,,, -2024,Microsoft Azure,southafricawest,South Africa,ZA,ZA,Africa (Cape Town),"-33.9253,18.4239 ",,,,,,,,, -2024,Microsoft Azure,australiacentral,Victoria,AUS-VIC,NEM_VIC,Asia Pacific (Melbourne),"-37.8142,144.963",,,,,,,,, -2024,Microsoft Azure,australiacentral2,Victoria,AUS-VIC,NEM_VIC,Asia Pacific (Melbourne),"-37.8142,144.963",,,,,,,,, -2024,Microsoft Azure,australiasoutheast,Victoria,AUS-VIC,NEM_VIC,Asia Pacific (Melbourne),"-37.8142,144.963",,,,,,,,, -2024,Microsoft Azure,jioindiacentral,India,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,,,,,,, -2024,Microsoft Azure,koreasouth,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,,,,,, -2024,Microsoft Azure,southindia,India,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,,,,,,, -2024,Microsoft Azure,westindia,India,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,,,,,,, -2024,Microsoft Azure,canadaeast,Quebec,CA-QC,HQ,Canada (Central),"45.5089,-73.5617",,,,,,,,, -2024,Microsoft Azure,francesouth,France,FR,FR,Paris,"48.8567,2.3522",,,,,,,,, -2024,Microsoft Azure,germanynorth,Germany,DE,DE,Europe (Frankfurt),"50.1106,8.6822",,,,,,,,, -2024,Microsoft Azure,norwaywest,Norway,NO,NO,Europe(Bergen),"60.3894,5.33 ",,,,,,,,, -2024,Microsoft Azure,switzerlandwest,Switzerland,CH,CH,Europe (Zurich),"47.3744,8.5411",,,,,,,,, -2024,Microsoft Azure,ukwest,Great Britain,GB,UK,London,"51.726,-0.3",0.85,,,,,,,, -2024,Microsoft Azure,uaecentral,UAE,AE,AE,Middle East (UAE),"25.2631,55.2972 ",,,,,,,,, -2024,Microsoft Azure,brazilsoutheast,Brazil,BR-CS,BRA,Brazil,"-3.45,-68.95",,0.05,,,,,,, -2021,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.17,,,0,456,,,,456 -2021,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0.28,,,0,360,,,,360 -2021,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,0,464,,,,464 -2021,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0.31,,,0,384,,,,384 -2021,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,0,425,,,,425 -2021,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,"19.0761,72.8775",0.1,,,0,670,,,,670 -2021,Google Cloud,asia-south2,Uttar Pradesh,IN-UP,IND,Delhi,"28.6092,76.9798",0.08,,,0,671,,,,671 -2021,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,,0,372,,,,372 -2021,Google Cloud,asia-southeast2,Indonesia,ID,,Jakarta,"-6.2507,106.869",0.13,,,0,580,,,,580 -2021,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.21,,,0,598,,,,598 -2021,Google Cloud,australia-southeast2,Victoria,AUS-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.31,,,0,521,,,,521 -2021,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.2,,,0,576,,,,576 -2021,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.91,,,0,127,,,,127 -2021,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0,,,0,121,,,,121 -2021,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.82,,,0,110,,,,110 -2021,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.57,,,0,172,,,,172 -2021,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.6,,,0,269,,,,269 -2021,Google Cloud,europe-west4,Netherlands,NL,NL,Netherlands,"51.9167,4.5",0.53,,,0,283,,,,283 -2021,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.85,,,0,86,,,,86 -2021,Google Cloud,europe-west8,North Italy,IT,IT,Milan,"45.4669,9.19",0,,,0,298,,,,298 -2021,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0,,,0,59,,,,59 -2021,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montr�al,"45.5089,-73.5617",1,,,0,0,,,,0 -2021,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.92,,,0,29,,,,29 -2021,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,S�o Paulo,"-3.45,-68.95",0.78,,,0,129,,,,129 -2021,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.69,,,0,190,,,,190 -2021,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.97,,,0,394,,,,394 -2021,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.25,,,0,434,,,,434 -2021,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.64,,,0,309,442,,,309 -2021,Google Cloud,us-east5,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,Columbus,"41.4366,-97.3565 ",0.64,,,0,309,442,,,309 -2021,Google Cloud,us-south1,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",0.4,,,0,296,,,,296 -2021,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.88,,,0,60,,,,60 -2021,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.53,,,0,190,,,,190 -2021,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.31,,,0,448,,,,448 -2021,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.21,,,0,365,,,,365 -2021,Amazon Web Services,us-east-2,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,0.95,,,,https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-regions-availability-zones.html,,, -2021,Amazon Web Services,us-east-1,PJM,US-MIDA-PJM,PJM_DC,US East (N. Virginia),"39.1057,-77.5544 ",,0.95,,,,,,, -2021,Amazon Web Services,us-west-1,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,0.95,,,,,,, -2021,Amazon Web Services,us-west-2,BPA,US-NW-BPAT,BPA,US West (Oregon),"45.5371,-122.65 ",,0.95,,,,,,, -2021,Amazon Web Services,af-south-1,,ZA,ZA,Africa (Cape Town),"-33.9253,18.4239 ",,,,,,,,, -2021,Amazon Web Services,ap-east-1,Hong Kong,HK,HK,Asia Pacific (Hong Kong),"22.3,114.2",,,,,,,,, -2021,Amazon Web Services,ap-south-2,,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,,,,,,, -2021,Amazon Web Services,ap-southeast-3,Indonesia,ID,ID,Asia Pacific (Jakarta),"-6.175,106.8275 ",,,,,,,,, -2021,Amazon Web Services,ap-southeast-4,Victoria,AUS-VIC,NEM_VIC,Asia Pacific (Melbourne),"-37.8142,144.963",,,,,,,,, -2021,Amazon Web Services,ap-south-1,Maharashtra,IN-MH,IND,Asia Pacific (Mumbai),"19.0761,72.8775",,,,,,,,, -2021,Amazon Web Services,ap-northeast-3,Kansai,JP-KN,JP_KN,Asia Pacific (Osaka),"34.6939,135.502",,,,,,,,, -2021,Amazon Web Services,ap-northeast-2,South Korea,KR,KOR,Asia Pacific (Seoul),"37.56,126.99",,,,,,,,, -2021,Amazon Web Services,ap-southeast-1,Singapore,SG,SGP,Asia Pacific (Singapore),"1.3,103.8",,,,,,,,, -2021,Amazon Web Services,ap-southeast-2,New South Wales,AUS-NSW,NEM_NSW,Asia Pacific (Sydney),"-33.8678,151.21",,,,,,,,, -2021,Amazon Web Services,ap-northeast-1,Tokyo,JP-TK,JP_TK,Asia Pacific (Tokyo),"35.6897,139.692",,,,,,,,, -2021,Amazon Web Services,ca-central-1,Quebec,CA-QC,HQ,Canada (Central),"45.5089,-73.5617",,0.95,,,,,,, -2021,Amazon Web Services,eu-central-1,Germany,DE,DE,Europe (Frankfurt),"50.1106,8.6822",,0.95,,,,,,, -2021,Amazon Web Services,eu-west-1,,,IE,Europe (Ireland),"53.35,-6.2603 ",,0.95,,,,,,, -2021,Amazon Web Services,eu-west-2,Great Britain,GB,UK,Europe (London),"51.726,-0.3",,0.95,,,,,,, -2021,Amazon Web Services,eu-south-1,North Italy,IT,IT,Europe (Milan),"45.4669,9.19",,0.95,,,,,,, -2021,Amazon Web Services,eu-west-3,France,FR,FR,Europe (Paris),"48.8567,2.3522",,0.95,,,,,,, -2021,Amazon Web Services,eu-north-1,Spain,ES,SE,Europe (Stockholm),"59.3294,18.0686 ",,0.95,,,,,,, -2021,Amazon Web Services,il-central-1,,IL,IL,Israel (Tel Aviv),"32.0167,34.7667",,,,,,,,, -2021,Amazon Web Services,me-south-1,,,,Middle East (Bahrain),"26.219,50.538 ",,,,,,,,, -2021,Amazon Web Services,me-central-1,,AE,AE,Middle East (UAE),"25.2631,55.2972 ",,,,,,,,, -2021,Amazon Web Services,sa-east-1,Central Brazil,BR-CS,BRA,South America (S�o Paulo),"-3.45,-68.95",,,,,,,,, -2021,Amazon Web Services,us-gov-east-1,PJM,US-MIDA-PJM,PJM_DC,GovCloud (US East),"39.1057,-77.5544 ",,0.95,,,,,,, -2021,Amazon Web Services,us-gov-west-1,BPA,US-NW-BPAT,BPA,GovCloud (US West),"45.5371,-122.65 ",,0.95,,,,,,, -2021,Amazon Web Services,cn-north-1,,,,China (Beijing),"39.904,116.4075 ",,,,,,,,, -2021,Amazon Web Services,cn-northwest-1,,,,China (Ningxia),"38.4795,106.2254 ",,,,,,,,, -2020,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.18,,,0,540,,,,540 -2020,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0,,,0,453,,,,453 -2020,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.12,,,0,554,,,,554 -2020,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0,,,0,442,,,,442 -2020,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,0,457,,,,457 -2020,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,"19.0761,72.8775",0.12,,,0,721,,,,721 -2020,Google Cloud,asia-south2,Uttar Pradesh,IN-UP,IND,Delhi,"28.6092,76.9798",0,,,0,657,,,,657 -2020,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,,0,493,,,,493 -2020,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0,,,0,647,,,,647 -2020,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.11,,,0,727,,,,727 -2020,Google Cloud,australia-southeast2,Victoria,AUS-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0,,,0,691,,,,691 -2020,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0,,,0,622,,,,622 -2020,Google Cloud,europe-north1,Belgium,BE,BE,Finland,"60.1708,24.9375",0.94,,,0,133,,,,133 -2020,Google Cloud,europe-west1,Great Britain,GB,UK,Belgium,"51.1333,4.5667",0.79,,,0,212,,,,212 -2020,Google Cloud,europe-west2,Germany,DE,DE,London,"51.726,-0.3",0.59,,,0,231,,,,231 -2020,Google Cloud,europe-west3,Netherlands,NL,NL,Frankfurt,"50.1106,8.6822",0.63,,,0,293,,,,293 -2020,Google Cloud,europe-west4,Switzerland,CH,CH,Netherlands,"51.9167,4.5",0.6,,,0,410,,,,410 -2020,Google Cloud,europe-west6,North Italy,IT,IT,Zurich,"47.3744,8.5411",0,,,0,87,,,,87 -2020,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montr�al,"45.5089,-73.5617",0,,,0,27,,,,27 -2020,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,S�o Paulo,"-3.45,-68.95",0.88,,,0,103,,,,103 -2020,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.93,,,0,454,,,,454 -2020,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.27,,,0,480,,,,480 -2020,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.58,,,0,361,423,,,361 -2020,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.9,,,0,78,,,,78 -2020,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.54,,,0,253,,,,253 -2020,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.28,,,0,533,,,,533 -2020,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.19,,,0,455,,,,455 -2019,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.19,,,0,541,,,,541 -2019,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0,,,0,506,,,,506 -2019,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0,,,0,569,,,,569 -2019,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0,,,0,414,,,,414 -2019,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0,,,0,490,,,,490 -2019,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,"19.0761,72.8775",0,,,0,752,,,,752 -2019,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.03,,,0,493,,,,493 -2019,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0,,,0,647,,,,647 -2019,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.11,,,0,725,,,,725 -2019,Google Cloud,europe-north1,Victoria,AUS-VIC,NEM_VIC,Finland,"60.1708,24.9375",0.77,,,0,181,,,,181 -2019,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.68,,,0,196,,,,196 -2019,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.54,,,0,257,,,,257 -2019,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.61,,,0,319,,,,319 -2019,Google Cloud,europe-west4,Netherlands,NL,NL,Netherlands,"51.9167,4.5",0.61,,,0,474,,,,474 -2019,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0,,,0,87,,,,87 -2019,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montreal,"45.5089,-73.5617",0,,,0,27,,,,27 -2019,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,Sao Paulo,"-3.45,-68.95",0.87,,,0,109,,,,109 -2019,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.78,,,0,479,,,,479 -2019,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.19,,,0,500,,,,500 -2019,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.41,,,0,383,454,,,383 -2019,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.89,,,0,117,,,,117 -2019,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.55,,,0,248,,,,248 -2019,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.25,,,0,561,,,,561 -2019,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.13,,,0,491,,,,491 +year,cloud-provider,cloud-region,cfe-region,em-zone-id,wt-region-id,location,geolocation,cfe-hourly,cfe-annual,power-usage-efficiency,net-carbon,grid-carbon-intensity-24x7,grid-carbon-intensity-consumption,grid-carbon-intensity-marginal,grid-carbon-intensity-production,grid-carbon-intensity,water-usage-effectiveness,water-usage-effectiveness-source,power-usage-efficiency-source,, +2022,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.18,,1.12,0,453,,,,453,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0.28,,,0,360,,,,360,,,,, +2022,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,0,463,,,,463,,,,, +2022,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0.32,,,0,383,,,,383,,,,, +2022,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,0,425,,,,425,,,,, +2022,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,"19.0761,72.8775",0.24,,,0,555,,,,555,,,,, +2022,Google Cloud,asia-south2,Uttar Pradesh,IN-UP,IND,Delhi,"28.6092,76.9798",0.23,,,0,632,,,,632,,,,, +2022,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,1.13,0,372,,,,372,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0.13,,,0,580,,,,580,,,,, +2022,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.27,,,0,538,,,,538,,,,, +2022,Google Cloud,australia-southeast2,Victoria,AUS-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.34,,,0,490,,,,490,,,,, +2022,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.24,,,0,738,,,,738,,,,, +2022,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.97,,1.09,0,112,,,,112,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0.67,,,0,160,,,,160,,,,, +2022,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.8,,1.09,0,123,,,,123,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.85,,,0,166,,,,166,,,,, +2022,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.96,,,0,413,,,,413,,,,, +2022,Google Cloud,europe-west4,Netherlands,NL,NL,Netherlands,"51.9167,4.5",0.57,,1.07,0,317,,,,317,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.85,,,0,118,,,,118,,,,, +2022,Google Cloud,europe-west8,North Italy,IT,IT,Milan,"45.4669,9.19",0.42,,,0,323,,,,323,,,,, +2022,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0.87,,,0,71,,,,71,,,,, +2022,Google Cloud,europe-west12,North Italy,IT,IT,Turin,"45.0792,7.6761",0.42,,,0,323,,,,323,,,,, +2022,Google Cloud,me-west1,Israel,IL,IL,Tel Aviv,"32.0167,34.7667",0.02,,,0,476,,,,476,,,,, +2022,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montr�al,"45.5089,-73.5617",1,,,0,0,,,,0,,,,, +2022,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.9,,,0,36,,,,36,,,,, +2022,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,S�o Paulo,"-3.45,-68.95",0.89,,,0,65,,,,65,,,,, +2022,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.9,,1.09,0,165,,,,165,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.92,,1.11,0,445,,,,445,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.26,,1.1,0,532,,,,532,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.6,,1.08,0,354,429,,,354,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,us-east5,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,Columbus,"41.4366,-97.3565 ",0.6,,,0,354,429,,,354,,,,, +2022,Google Cloud,us-south1,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",0.41,,,0,342,,,,342,,,,, +2022,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.89,,1.1,0,67,,,,67,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf,, +2022,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.56,,,0,202,,,,202,,,,, +2022,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.31,,,0,606,,,,606,,,,, +2022,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.27,,,0,396,,,,396,,,,, +2022,Amazon Web Services,us-east-2,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,1,,0,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2022,Amazon Web Services,us-east-1,PJM,US-MIDA-PJM,PJM_DC,US East (N. Virginia),"39.1057,-77.5544 ",,1,,0,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2022,Amazon Web Services,us-west-1,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,1,,0,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2022,Amazon Web Services,us-west-2,BPA,US-NW-BPAT,BPA,US West (Oregon),"45.5371,-122.65 ",,1,,0,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2022,Amazon Web Services,af-south-1,South Africa,ZA,ZA,Africa (Cape Town),"-33.9253,18.4239 ",,,,,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2022,Amazon Web Services,ap-east-1,Hong Kong,HK,HK,Asia Pacific (Hong Kong),"22.3,114.2",,,,,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2022,Amazon Web Services,ap-south-2,India,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,1,,0,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2022,Amazon Web Services,ap-southeast-3,Indonesia,ID,ID,Asia Pacific (Jakarta),"-6.175,106.8275 ",,,,,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2022,Amazon 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",,1,,0,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2022,Amazon Web Services,cn-northwest-1,,,,China (Ningxia),"38.4795,106.2254 ",,1,,0,,,,,,0.19,https://sustainability.aboutamazon.com/natural-resources/water,,, +2024,Microsoft Azure,eastus,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,,,,,,,,,,,,, +2024,Microsoft Azure,eastus2,PJM,US-MIDA-PJM,PJM_DC,US East (N. 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Cloud,australia-southeast2,Victoria,AUS-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.31,,,0,521,,,,521,,,,, +2021,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.2,,,0,576,,,,576,,,,, +2021,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.91,,1.09,0,127,,,,127,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2021,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0,,,0,121,,,,121,,,,, +2021,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.82,,1.08,0,110,,,,110,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2021,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.57,,,0,172,,,,172,,,,, +2021,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.6,,,0,269,,,,269,,,,, +2021,Google Cloud,europe-west4,Netherlands,NL,NL,Netherlands,"51.9167,4.5",0.53,,1.08,0,283,,,,283,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2021,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.85,,,0,86,,,,86,,,,, +2021,Google Cloud,europe-west8,North Italy,IT,IT,Milan,"45.4669,9.19",0,,,0,298,,,,298,,,,, +2021,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0,,,0,59,,,,59,,,,, +2021,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montr�al,"45.5089,-73.5617",1,,,0,0,,,,0,,,,, +2021,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.92,,,0,29,,,,29,,,,, +2021,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,S�o Paulo,"-3.45,-68.95",0.78,,,0,129,,,,129,,,,, +2021,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.69,,1.09,0,190,,,,190,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2021,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.97,,1.12,0,394,,,,394,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2021,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.25,,1.1,0,434,,,,434,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2021,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.64,,1.1,0,309,442,,,309,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2021,Google Cloud,us-east5,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,Columbus,"41.4366,-97.3565 ",0.64,,,0,309,442,,,309,,,,, +2021,Google Cloud,us-south1,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",0.4,,,0,296,,,,296,,,,, +2021,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.88,,1.11,0,60,,,,60,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2021,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.53,,,0,190,,,,190,,,,, +2021,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.31,,,0,448,,,,448,,,,, +2021,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.21,,,0,365,,,,365,,,,, +2021,Amazon Web Services,us-east-2,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,0.95,,,,https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-regions-availability-zones.html,,,,,,,, +2021,Amazon Web Services,us-east-1,PJM,US-MIDA-PJM,PJM_DC,US East (N. Virginia),"39.1057,-77.5544 ",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,us-west-1,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"34.0497,-118.1326 ",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,us-west-2,BPA,US-NW-BPAT,BPA,US West (Oregon),"45.5371,-122.65 ",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,af-south-1,,ZA,ZA,Africa (Cape Town),"-33.9253,18.4239 ",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-east-1,Hong Kong,HK,HK,Asia Pacific (Hong Kong),"22.3,114.2",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-south-2,,,IND,Asia Pacific (Hyderabad),"17.385,78.4867 ",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-southeast-3,Indonesia,ID,ID,Asia Pacific (Jakarta),"-6.175,106.8275 ",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-southeast-4,Victoria,AUS-VIC,NEM_VIC,Asia Pacific (Melbourne),"-37.8142,144.963",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-south-1,Maharashtra,IN-MH,IND,Asia Pacific (Mumbai),"19.0761,72.8775",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-northeast-3,Kansai,JP-KN,JP_KN,Asia Pacific (Osaka),"34.6939,135.502",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-northeast-2,South Korea,KR,KOR,Asia Pacific (Seoul),"37.56,126.99",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-southeast-1,Singapore,SG,SGP,Asia Pacific (Singapore),"1.3,103.8",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-southeast-2,New South Wales,AUS-NSW,NEM_NSW,Asia Pacific (Sydney),"-33.8678,151.21",,,,,,,,,,,,,, +2021,Amazon Web Services,ap-northeast-1,Tokyo,JP-TK,JP_TK,Asia Pacific (Tokyo),"35.6897,139.692",,,,,,,,,,,,,, +2021,Amazon Web Services,ca-central-1,Quebec,CA-QC,HQ,Canada (Central),"45.5089,-73.5617",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,eu-central-1,Germany,DE,DE,Europe (Frankfurt),"50.1106,8.6822",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,eu-west-1,,,IE,Europe (Ireland),"53.35,-6.2603 ",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,eu-west-2,Great Britain,GB,UK,Europe (London),"51.726,-0.3",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,eu-south-1,North Italy,IT,IT,Europe (Milan),"45.4669,9.19",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,eu-west-3,France,FR,FR,Europe (Paris),"48.8567,2.3522",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,eu-north-1,Spain,ES,SE,Europe (Stockholm),"59.3294,18.0686 ",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,il-central-1,,IL,IL,Israel (Tel Aviv),"32.0167,34.7667",,,,,,,,,,,,,, +2021,Amazon Web Services,me-south-1,,,,Middle East (Bahrain),"26.219,50.538 ",,,,,,,,,,,,,, +2021,Amazon Web Services,me-central-1,,AE,AE,Middle East (UAE),"25.2631,55.2972 ",,,,,,,,,,,,,, +2021,Amazon Web Services,sa-east-1,Central Brazil,BR-CS,BRA,South America (S�o Paulo),"-3.45,-68.95",,,,,,,,,,,,,, +2021,Amazon Web Services,us-gov-east-1,PJM,US-MIDA-PJM,PJM_DC,GovCloud (US East),"39.1057,-77.5544 ",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,us-gov-west-1,BPA,US-NW-BPAT,BPA,GovCloud (US West),"45.5371,-122.65 ",,0.95,,,,,,,,,,,, +2021,Amazon Web Services,cn-north-1,,,,China (Beijing),"39.904,116.4075 ",,,,,,,,,,,,,, +2021,Amazon Web Services,cn-northwest-1,,,,China (Ningxia),"38.4795,106.2254 ",,,,,,,,,,,,,, +2020,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.18,,1.13,0,540,,,,540,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2020,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0,,,0,453,,,,453,,,,, +2020,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.12,,,0,554,,,,554,,,,, +2020,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0,,,0,442,,,,442,,,,, +2020,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,0,457,,,,457,,,,, +2020,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,"19.0761,72.8775",0.12,,,0,721,,,,721,,,,, +2020,Google Cloud,asia-south2,Uttar Pradesh,IN-UP,IND,Delhi,"28.6092,76.9798",0,,,0,657,,,,657,,,,, +2020,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,1.14,0,493,,,,493,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2020,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0,,,0,647,,,,647,,,,, +2020,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.11,,,0,727,,,,727,,,,, +2020,Google Cloud,australia-southeast2,Victoria,AUS-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0,,,0,691,,,,691,,,,, +2020,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0,,,0,622,,,,622,,,,, +2020,Google Cloud,europe-north1,Belgium,BE,BE,Belgium,"60.1708,24.9375",0.94,,1.08,0,133,,,,133,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2020,Google Cloud,europe-west1,Great Britain,GB,UK,London,"51.1333,4.5667",0.79,,,0,212,,,,212,,,,, +2020,Google Cloud,europe-west2,Germany,DE,DE,Frankfurt,"51.726,-0.3",0.59,,,0,231,,,,231,,,,, +2020,Google Cloud,europe-west3,Netherlands,NL,NL,Netherlands,"50.1106,8.6822",0.63,,1.09,0,293,,,,293,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2020,Google Cloud,europe-west4,Switzerland,CH,CH,Zurich,"51.9167,4.5",0.6,,,0,410,,,,410,,,,, +2020,Google Cloud,europe-west6,North Italy,IT,IT,Italy,"47.3744,8.5411",0,,,0,87,,,,87,,,,, +2020,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montr�al,"45.5089,-73.5617",0,,,0,27,,,,27,,,,, +2020,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,S�o Paulo,"-3.45,-68.95",0.88,,,0,103,,,,103,,,,, +2020,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.93,,1.11,0,454,,,,454,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2020,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.27,,1.11,0,480,,,,480,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2020,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.58,,,0,361,423,,,361,,,,, +2020,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.9,,1.1,0,78,,,,78,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2020,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.54,,,0,253,,,,253,,,,, +2020,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.28,,,0,533,,,,533,,,,, +2020,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.19,,,0,455,,,,455,,,,, +2019,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.19,,1.13,0,541,,,,541,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2019,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0,,,0,506,,,,506,,,,, +2019,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0,,,0,569,,,,569,,,,, +2019,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0,,,0,414,,,,414,,,,, +2019,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0,,,0,490,,,,490,,,,, +2019,Google Cloud,asia-south1,Maharashtra,IN-MH,IND,Mumbai,"19.0761,72.8775",0,,,0,752,,,,752,,,,, +2019,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.03,,1.15,0,493,,,,493,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2019,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0,,,0,647,,,,647,,,,, +2019,Google Cloud,australia-southeast1,New South Wales,AUS-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.11,,,0,725,,,,725,,,,, +2019,Google Cloud,europe-north1,Victoria,AUS-VIC,NEM_VIC,Finland,"60.1708,24.9375",0.77,,,0,181,,,,181,,,,, +2019,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.68,,1.09,0,196,,,,196,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2019,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.54,,,0,257,,,,257,,,,, +2019,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.61,,,0,319,,,,319,,,,, +2019,Google Cloud,europe-west4,Netherlands,NL,NL,Netherlands,"51.9167,4.5",0.61,,1.09,0,474,,,,474,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2019,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0,,,0,87,,,,87,,,,, +2019,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montreal,"45.5089,-73.5617",0,,,0,27,,,,27,,,,, +2019,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,Sao Paulo,"-3.45,-68.95",0.87,,,0,109,,,,109,,,,, +2019,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.78,,1.12,0,479,,,,479,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2019,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.19,,1.11,0,500,,,,500,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2019,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.41,,,0,383,454,,,383,,,,, +2019,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.89,,1.11,0,117,,,,117,,,,,https://www.gstatic.com/gumdrop/sustainability/google-2023-environmental-report.pdf +2019,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.55,,,0,248,,,,248,,,,, +2019,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.25,,,0,561,,,,561,,,,, +2019,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.13,,,0,491,,,,491,,,,,