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
2,2023,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.18,,1.12,,0.0,451.0,537.64,,537.76,,,,,,,
3,2023,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0.28,,,,0.0,360.0,435.36,,435.36,,,,,,,
4,2023,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,,0.0,459.0,536.06,,545.67,,,,,,,
5,2023,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0.3,,,,0.0,385.0,370.3,,357.05,,,,,,,
6,2023,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.35,,,,0.0,378.0,443.05,,443.01,,,,,,,
7,2023,Google Cloud,asia-south1,Maharashtra,IN-WE,IND,Mumbai,"19.0761,72.8775",0.14,,,,0.0,648.0,746.98,,762.24,,,,,,,
8,2023,Google Cloud,asia-south2,Uttar Pradesh,IN-NO,IND,Delhi,"28.6092,76.9798",0.29,,,,0.0,529.0,563.1,,562.0,,,,,,,
9,2023,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,1.16,,0.0,372.0,487.52,,487.06,,,,,,,
10,2023,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0.13,,,,0.0,580.0,652.36,,652.36,,,,,,,
11,2023,Google Cloud,australia-southeast1,New South Wales,AU-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.33,,,,0.0,501.0,545.01,,546.1,,,,,,,
12,2023,Google Cloud,australia-southeast2,Victoria,AU-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.4,,,,0.0,456.0,498.19,,514.1,,,,,,,
13,2023,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.31,,,,0.0,723.0,749.28,,794.76,,,,,,,
14,2023,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.98,,1.09,,0.0,46.0,82.34,,89.24,,,,,,,
15,2023,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0.76,,,,0.0,131.0,153.86,,154.56,,,,,,,
16,2023,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.82,,1.09,,0.0,122.0,177.58,,172.79,,,,,,,
17,2023,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.92,,,,0.0,136.0,187.89,,200.18,,,,,,,
18,2023,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.9,,,,0.0,345.0,370.93,,394.14,,,,,,,
19,2023,Google Cloud,europe-west4,Netherlands,NL,NL,Eemshaven,"51.9167,4.5",0.8,,1.07,,0.0,236.0,283.17,,292.61,,,,,,,
20,2023,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.92,,,,0.0,59.0,83.8,,52.58,,,,,,,
21,2023,Google Cloud,europe-west8,North Italy,IT-NO,IT,Milan,"45.4669,9.19",0.52,,,,0.0,249.0,298.62,,379.97,,,,,,,
22,2023,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0.94,,,,0.0,34.0,52.87,,45.21,,,,,,,
23,2023,Google Cloud,europe-west12,North Italy,IT-NO,IT,Turin,"45.0792,7.6761",0.52,,,,0.0,249.0,298.62,,379.97,,,,,,,
26,2023,Google Cloud,me-west1,Israel,IL,IL,Tel Aviv,"32.0167,34.7667",0.05,,,,0.0,463.0,533.04,,533.04,,,,,,,
27,2023,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montréal,"45.5089,-73.5617",1.0,,,,0.0,2.0,30.51,,28.68,,,,,,,
28,2023,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.87,,,,0.0,47.0,76.42,,75.79,,,,,,,
29,2023,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,São Paulo,"-3.45,-68.95",0.9,,,,0.0,56.0,89.55,,90.41,,,,,,,
30,2023,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.91,,1.12,,0.0,56.0,272.26,,272.2,,,,,,,
31,2023,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,,518.84,,,,,,,
32,2023,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,,797.96,,,,,,,
33,2023,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,,396.77,,,,,,,
34,2023,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,,396.77,,,,,,,
35,2023,Google Cloud,us-south1,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",0.79,,1.12,,0.0,321.0,388.76,,388.25,,,,,,,
36,2023,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.84,,1.07,,0.0,94.0,119.76,,68.82,,,,,,,
37,2023,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.55,,,,0.0,198.0,261.28,,239.67,,,,,,,
38,2023,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.29,,,,0.0,588.0,647.78,,657.95,,,,,,,
39,2023,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.26,,1.08,,0.0,373.0,459.13,,499.52,,,,,,,
40,2023,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,,396.77,,,,,,,
41,2023,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,,396.77,,,,,,,
42,2023,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,,239.67,,,,,,,
43,2023,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,,68.82,,,,,,,
46,2023,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,,549.72,,,,,,,
49,2023,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,,762.24,,,,,,,
50,2023,Amazon Web Services,ap-northeast-3,Kansai,JP-KN,JP_KN,Asia Pacific (Osaka),"34.6939,135.502",,,,0.18,0.0,,370.3,,357.05,,,,,,,
54,2023,Amazon Web Services,ap-northeast-1,Tokyo,JP-TK,JP_TK,Asia Pacific (Tokyo),"35.6897,139.692",,,1.3,0.18,0.0,,536.06,,545.67,,,,,,,
55,2023,Amazon Web Services,ca-central-1,Quebec,CA-QC,HQ,Canada (Central),"45.5089,-73.5617",,,1.22,0.18,0.0,,30.51,,28.68,,,,,,,
56,2023,Amazon Web Services,eu-central-1,Germany,DE,DE,Europe (Frankfurt),"50.1106,8.6822",,,1.33,0.18,0.0,,370.93,,394.14,,,,,,,
57,2023,Amazon Web Services,eu-west-1,Ireland,IE,IE,Europe (Ireland),"53.35,-6.2603 ",,,1.1,0.18,0.0,,403.4,,416.03,,,,,,,
58,2023,Amazon Web Services,eu-west-2,Great Britain,GB,UK,Europe (London),"51.726,-0.3",,,,0.18,0.0,,187.89,,200.18,,,,,,,
59,2023,Amazon Web Services,eu-south-1,North Italy,IT-NO,IT,Europe (Milan),"45.4669,9.19",,,,0.18,0.0,,298.62,,379.97,,,,,,,
60,2023,Amazon Web Services,eu-west-3,France,FR,FR,Europe (Paris),"48.8567,2.3522",,,,0.18,0.0,,52.87,,45.21,,,,,,,
61,2023,Amazon Web Services,eu-south-2,Spain,ES,ES,Europe (Spain),"40.3333,-3.8667",,,1.11,0.18,0.0,,153.86,,154.56,,,,,,,
62,2023,Amazon Web Services,eu-north-1,Sweden,SE,SE,Europe (Stockholm),"59.3294,18.0686 ",,,1.12,0.18,0.0,,24.71,,21.28,,,,,,,
63,2023,Amazon Web Services,eu-central-2,Switzerland,CH,CH,Europe (Zurich),"47.3744,8.5411",,,,0.18,0.0,,83.8,,52.58,,,,,,,
68,2023,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,,396.77,,,,,,,
69,2023,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,,68.82,,,,,,,
70,2023,Amazon Web Services,cn-north-1,,,,China (Beijing),"39.904,116.4075 ",,,,0.18,0.0,,,,,,,,,,,
71,2023,Amazon Web Services,cn-northwest-1,,,,China (Ningxia),"38.4795,106.2254 ",,,1.26,0.18,0.0,,,,,,,,,,,
77,2023,Microsoft Azure,swedencentral,Sweden,SE,SE,Sweden,"59.329,18.067",1.0,,1.16,,0.0,,24.71,,21.28,,,,,,,
94,2023,Microsoft Azure,centralus,MISO,US-MIDW-MISO,MISO,Iowa: Central US,"41.573,-93.608",,,1.16,,0.0,,501.42,,518.84,,,,,,,
95,2023,Microsoft Azure,southcentralus,ERCOT,US-TEX-ERCO,ERCOT,Texas: South Central US,"29.453,-98.508",,,1.28,,0.0,,388.76,,388.25,,,,,,,
100,2022,Google Cloud,asia-east1,Taiwan,TW,TW,Taiwan,"25.0375,121.5625",0.18,,1.12,,0.0,453.0,535.48,,535.49,,,,,,,
101,2022,Google Cloud,asia-east2,Hong Kong,HK,HK,Hong Kong,"22.3,114.2",0.28,,,,0.0,360.0,435.36,,435.36,,,,,,,
102,2022,Google Cloud,asia-northeast1,Tokyo,JP-TK,JP_TK,Tokyo,"35.6897,139.692",0.16,,,,0.0,463.0,546.82,535.9531592,554.76,536.0,,,,,,
103,2022,Google Cloud,asia-northeast2,Kansai,JP-KN,JP_KN,Osaka,"34.6939,135.502",0.32,,,,0.0,383.0,420.67,550.5322311,410.06,551.0,,,,,,
104,2022,Google Cloud,asia-northeast3,South Korea,KR,KOR,Seoul,"37.56,126.99",0.31,,,,0.0,425.0,455.53,686.0136038,455.52,686.0,,,,,,
105,2022,Google Cloud,asia-south1,Maharashtra,IN-WE,IND,Mumbai,"19.0761,72.8775",0.24,,,,0.0,555.0,747.67,679.4097431,760.68,679.0,,,,,,
106,2022,Google Cloud,asia-south2,Uttar Pradesh,IN-NO,IND,Delhi,"28.6092,76.9798",0.23,,,,0.0,632.0,552.52,679.4097431,552.19,679.0,,,,,,
107,2022,Google Cloud,asia-southeast1,Singapore,SG,SGP,Singapore,"1.3,103.8",0.04,,1.2,,0.0,372.0,491.09,409.1860208,490.42,409.0,,,,,,
108,2022,Google Cloud,asia-southeast2,Indonesia,ID,ID,Jakarta,"-6.2507,106.869",0.13,,,,0.0,580.0,652.36,,652.36,,,,,,,
109,2022,Google Cloud,australia-southeast1,New South Wales,AU-NSW,NEM_NSW,Sydney,"-33.8678,151.21",0.27,,,,0.0,538.0,586.3,770.3638355,585.48,770.0,,,,,,
110,2022,Google Cloud,australia-southeast2,Victoria,AU-VIC,NEM_VIC,Melbourne,"-37.8142,144.963",0.34,,,,0.0,490.0,534.85,664.5903366,534.85,665.0,,,,,,
111,2022,Google Cloud,europe-central2,Poland,PL,PL,Warsaw,"52.23,21.0111",0.24,,,,0.0,738.0,882.36,852.3941505,936.01,852.0,,,,,,
112,2022,Google Cloud,europe-north1,Finland,FI,FI,Finland,"60.1708,24.9375",0.97,,1.09,,0.0,112.0,132.69,784.9591618,147.0,785.0,,,,,,
113,2022,Google Cloud,europe-southwest1,Spain,ES,ES,Madrid,"40.3333,-3.8667",0.67,,,,0.0,160.0,220.63,370.288102,220.31,370.0,,,,,,
114,2022,Google Cloud,europe-west1,Belgium,BE,BE,Belgium,"51.1333,4.5667",0.8,,1.09,,0.0,123.0,196.35,411.1523178,174.17,411.0,,,,,,
115,2022,Google Cloud,europe-west2,Great Britain,GB,UK,London,"51.726,-0.3",0.85,,,,0.0,166.0,220.45,427.7283704,223.87,428.0,,,,,,
116,2022,Google Cloud,europe-west3,Germany,DE,DE,Frankfurt,"50.1106,8.6822",0.96,,,,0.0,413.0,474.46,741.7175367,488.94,742.0,,,,,,
117,2022,Google Cloud,europe-west4,Netherlands,NL,NL,Netherlands,"51.9167,4.5",0.57,,1.07,,0.0,317.0,337.25,487.2176839,348.62,487.0,,,,,,
118,2022,Google Cloud,europe-west6,Switzerland,CH,CH,Zurich,"47.3744,8.5411",0.85,,,,0.0,118.0,148.39,,49.5,,,,,,,
119,2022,Google Cloud,europe-west8,North Italy,IT-NO,IT,Milan,"45.4669,9.19",0.42,,,,0.0,323.0,369.48,385.8847276,445.96,386.0,,,,,,
120,2022,Google Cloud,europe-west9,France,FR,FR,Paris,"48.8567,2.3522",0.87,,,,0.0,71.0,91.23,383.7390836,72.0,384.0,,,,,,
121,2022,Google Cloud,europe-west12,North Italy,IT-NO,IT,Turin,"45.0792,7.6761",0.42,,,,0.0,323.0,369.48,385.8847276,445.96,386.0,,,,,,
122,2022,Google Cloud,me-west1,Israel,IL,IL,Tel Aviv,"32.0167,34.7667",0.02,,,,0.0,476.0,541.78,,541.78,,,,,,,
123,2022,Google Cloud,northamerica-northeast1,Quebec,CA-QC,HQ,Montréal,"45.5089,-73.5617",1.0,,,,0.0,0.0,28.22,462.2451779,27.92,462.0,,,,,,
124,2022,Google Cloud,northamerica-northeast2,Ontario,CA-ON,IESO_NORTH,Toronto,"43.7417,-79.3733",0.9,,,,0.0,36.0,63.01,356.8894651,63.46,357.0,,,,,,
125,2022,Google Cloud,southamerica-east1,Central Brazil,BR-CS,BRA,São Paulo,"-3.45,-68.95",0.89,,,,0.0,65.0,99.93,571.4267992,103.92,571.0,,,,,,
126,2022,Google Cloud,southamerica-west1,Chile,CL-SEN,CHL,Santiago,"-33.4372,-70.6506 ",0.9,,1.09,,0.0,165.0,321.66,615.8448463,321.66,616.0,,,,,,
127,2022,Google Cloud,us-central1,MISO,US-MIDW-MISO,MISO_MASON_CITY,Iowa,"41.5725,-93.6105 ",0.92,,1.11,,0.0,445.0,526.14,539.2510271,546.23,539.0,,,,,,
128,2022,Google Cloud,us-east1,SC,US-CAR-SC,SC,South Carolina,"34.8354,-82.3646 ",0.26,,1.1,,0.0,532.0,620.85,727.5301036,769.37,728.0,,,,,,
129,2022,Google Cloud,us-east4,PJM,US-MIDA-PJM,PJM_DC,Northern Virginia,"39.1057,-77.5544 ",0.6,,1.08,,0.0,354.0,429.84,565.3840343,430.11,565.0,,,,,,
130,2022,Google Cloud,us-east5,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,Columbus,"41.4366,-97.3565 ",0.6,,1.13,,0.0,354.0,429.84,565.1671385,430.11,565.0,,,,,,
131,2022,Google Cloud,us-south1,ERCOT,US-TEX-ERCO,ERCOT_NORTHCENTRAL,Dallas,"44.9221,-123.313 ",0.41,,1.14,,0.0,342.0,405.38,441.0116857,404.88,441.0,,,,,,
132,2022,Google Cloud,us-west1,BPA,US-NW-BPAT,BPA,Oregon,"45.5372,-122.3955 ",0.89,,1.1,,0.0,67.0,86.61,427.1886293,58.5,427.0,,,,,,
133,2022,Google Cloud,us-west2,CAISO,US-CAL-CISO,LDWP,Los Angeles,"34.1141,-118.4068 ",0.56,,,,0.0,202.0,264.4,501.0230748,247.55,501.0,,,,,,
134,2022,Google Cloud,us-west3,PACE,US-NW-PACE,PACE,Salt Lake City,"40.7776,-111.9311 ",0.31,,,,0.0,606.0,658.67,664.0421037,676.5,664.0,,,,,,
135,2022,Google Cloud,us-west4,NVE,US-NW-NEVP,NEVP,Las Vegas,"35.6011,-105.2206 ",0.27,,1.09,,0.0,396.0,465.92,456.7534925,508.35,457.0,,,,,,
136,2022,Amazon Web Services,us-east-2,PJM,US-MIDA-PJM,PJM_SOUTHWEST_OH,US East (Ohio),"39.8689,-84.3292 ",,1.0,1.12,0.19,0.0,,429.84,565.1671385,430.11,565.0,,,,,,
137,2022,Amazon Web Services,us-east-1,PJM,US-MIDA-PJM,PJM_DC,US East (N. Virginia),"39.1057,-77.5544 ",,1.0,1.16,0.19,0.0,,429.84,565.3840343,430.11,565.0,,,,,,
138,2022,Amazon Web Services,us-west-1,CAISO,US-CAL-CISO,CAISO_NORTH,US West (N. California),"36.7783,-119.417931",,1.0,1.17,0.19,0.0,,264.4,392.7840553,247.55,393.0,,,,,,
139,2022,Amazon Web Services,us-west-2,BPA,US-NW-BPAT,BPA,US West (Oregon),"45.5371,-122.65 ",,1.0,1.13,0.19,0.0,,86.61,427.1886293,58.5,427.0,,,,,,