{"text_format":"1","workbook":"xlsx","n_sheets":64,"sheets":["Introduction","Table of Contents","Regional Definitions","Wind Capacity Growth","Capacity Additions by Tech.","Capacity Additions by Region","International Wind Ranking","International Wind Penetration","State Wind Deployment","Wind Penetration by Region","Online Wind Hybrids","All Hybrid Comparison","Generator+Storage Hybrids","All Capacity in Queues","Capacity in Queues, Time+Region","Wind Capacity in Queues, Region","Hybrid Capacity in Queues","OEM Market Share","Manufacturing Facilities","Manufacturing Capability","OEM Profitability","Wind Equip Imports over Time","Wind Equip Imports by Country","Equip Import by Component","Domestic Content","Capacity by Owner","Capacity by Offtake","Avg Capacity, Height & Diameter","Cap, Height & Diameter Trends","Trends in Specific Power","Wind Resource by Year","Location of Tall Tower & Low SP","Future Total Height Trends","Partial Repowering Over Time","Average Retrofit Tech Change","Capacity Factor in 2021 by COD","Capacity Factor by State","Capacity Factor Drivers","Influence of Specific Power ","Curtailment and Penetration","Inter-Annual Variability","Performance with Project Age","Wind Turbine Prices","CapEx Over Time","CapEx Trend by Region","2021 CapEx by Region","CapEx by Project Capacity","O&M Over Time","O&M by Project Age","Wind PPAs by Plant_Real","Wind PPAs by Plant_Nominal","Wind PPA Average","Level10 Wind PPA Prices","Wind LCOE Over Time","Wind LCOE by Region","REC Prices","Wind & PV PPAs vs Gas","Recent Wind PPAs v Gas Forecast","Market Value and PPAs over Time","2021 Market Value by Location","Value Relative to Flat Block","Health and Climate Benefits","Transmission Build","Wind Capacity Forecasts"],"not_rendered":{"charts":103,"images":29,"macros":1,"external_links":2,"defined_names":1042,"comments":1,"pivot_tables":0},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"whole","date_system":"1900"}

{"sheet":"Introduction","index":0,"n_rows":49,"n_cols":6,"rows_kept":49,"cut":false,"hidden":false,"merged":[[48,0,48,18],[45,0,45,18],[31,0,31,18],[32,0,32,18]]}
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[null,null,null,null,null,"Land-Based Wind Market Report"]
[null,null,null,null,null,"2022 Edition"]
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[null,null,null,null,null,"Ryan Wiser1, Mark Bolinger1, Ben Hoen, Dev Millstein, Joe Rand, Galen Barbose,"]
[null,null,null,null,null,"Naïm Darghouth, Will Gorman, Seongeun Jeong, Ben Paulos"]
[]
[null,null,null,null,null,"Lawrence Berkeley National Laboratory "]
[null,null,null,null,null,"1 Corresponding authors"]
[]
[null,null,null,null,null,"August 2022"]
[]
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[null,null,null,null,null,"For additional details and related products, see: windreport.lbl.gov   \n"]
[]
[null,null,null,null,null,"Contact the authors: Ryan Wiser (rhwiser@lbl.gov), Mark Bolinger (mabolinger@lbl.gov)"]
["Photo source: Ed Collier Photography"]
[]
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["Purpose, Scope, and Data"]
["Summarize publicly available data on key trends in U.S. wind power sector. Focus on land-based wind turbines over 100 kW in size. Separate DOE-funded data collection efforts on distributed and offshore wind. Focus on historical data, with some emphasis on the previous year. Data sources include EIA, FERC, SEC, ACP, etc."]
[]
["Outline of Data File"]
["•  Installation data and trends"]
["•  Industry data and trends"]
["•  Technology data and trends"]
["•  Performance data and trends"]
["•  Cost data and trends"]
["•  Power sales price and levelized cost data and trends"]
["•  Cost and value comparisons"]
["•  Wind capacity forecasts"]
[]
["Acknowledgments"]
["This work was funded by the Wind Energy Technologies Office, Office of Energy Efficiency and Renewable Energy of the U.S. Department of Energy under Contract No. DE-AC02-05CH11231. The authors are solely responsible for any omissions or errors contained herein. "]
[]
["Disclaimer "]
["This work was prepared as an account of work sponsored by an agency of the United States government. Neither the United States government nor any agency thereof, nor any of their employees, makes any warranty, express or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights. Reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States government or any agency thereof. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States government or any agency thereof."]

{"sheet":"Table of Contents","index":1,"n_rows":67,"n_cols":3,"rows_kept":67,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Table of Contents"]
[]
[null,"#","Sheet Name"]
[null,1,"Introduction"]
[null,2,"Regional Definitions"]
[null,3,"Wind Capacity Growth"]
[null,4,"Capacity Additions by Tech."]
[null,5,"Capacity Additions by Region"]
[null,6,"International Wind Ranking"]
[null,7,"International Wind Penetration"]
[null,8,"State Wind Deployment"]
[null,9,"Wind Penetration by Region"]
[null,10,"Online Wind Hybrids"]
[null,11,"All Hybrid Comparison"]
[null,12,"Generator+Storage Hybrids"]
[null,13,"All Capacity in Queues"]
[null,14,"Capacity in Queues, Time+Region"]
[null,15,"Wind Capacity in Queues, Region"]
[null,16,"Hybrid Capacity in Queues"]
[null,17,"OEM Market Share"]
[null,18,"Manufacturing Facilities"]
[null,19,"Manufacturing Capability"]
[null,20,"OEM Profitability"]
[null,21,"Wind Equip Imports over Time"]
[null,22,"Wind Equip Imports by Country"]
[null,23,"Equip Import by Component"]
[null,24,"Domestic Content"]
[null,25,"Capacity by Owner"]
[null,26,"Capacity by Offtake"]
[null,27,"Avg Capacity, Height & Diameter"]
[null,28,"Cap, Height & Diameter Trends"]
[null,29,"Trends in Specific Power"]
[null,30,"Wind Resource by Year"]
[null,31,"Location of Tall Tower & Low SP"]
[null,32,"Future Total Height Trends"]
[null,33,"Partial Repowering Over Time"]
[null,34,"Average Retrofit Tech Change"]
[null,35,"Capacity Factor in 2021 by COD"]
[null,36,"Capacity Factor by State"]
[null,37,"Capacity Factor Drivers"]
[null,38,"Influence of Specific Power "]
[null,39,"Curtailment and Penetration"]
[null,40,"Inter-Annual Variability"]
[null,41,"Performance with Project Age"]
[null,42,"Wind Turbine Prices"]
[null,43,"CapEx Over Time"]
[null,44,"CapEx Trend by Region"]
[null,45,"2021 CapEx by Region"]
[null,46,"CapEx by Project Capacity"]
[null,47,"O&M Over Time"]
[null,48,"O&M by Project Age"]
[null,49,"Wind PPAs by Plant_Real"]
[null,50,"Wind PPAs by Plant_Nominal"]
[null,51,"Wind PPA Average"]
[null,52,"Level10 Wind PPA Prices"]
[null,53,"Wind LCOE Over Time"]
[null,54,"Wind LCOE by Region"]
[null,55,"REC Prices"]
[null,56,"Wind & PV PPAs vs Gas"]
[null,57,"Recent Wind PPAs v Gas Forecast"]
[null,58,"Market Value and PPAs over Time"]
[null,59,"2021 Market Value by Location"]
[null,60,"Value Relative to Flat Block"]
[null,61,"Health and Climate Benefits"]
[null,62,"Transmission Build"]
[null,63,"Wind Capacity Forecasts"]

{"sheet":"Regional Definitions","index":2,"n_rows":24,"n_cols":1,"rows_kept":24,"cut":false,"hidden":false,"merged":[]}
["Regional boundaries overlaid on a map of average annual wind speed at 100 meters"]
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[]
[]
["Sources: AWS Truepower, National Renewable Energy Laboratory (NREL)"]

{"sheet":"Wind Capacity Growth","index":3,"n_rows":52,"n_cols":13,"rows_kept":52,"cut":false,"hidden":false,"merged":[]}
["Annual and cumulative growth in U.S. wind power capacity "]
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["Source: ACP"]
[]
[null,"Cumulative","Annual","Annual","Annual","Annual","Annual","Annual","Annual","Annual","Annual","Annual","Annual"]
[null,"US","US","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity"]
[null,"Wind","Wind","in","in","in","in","in","in","in","in the","in the","in the"]
[null,"Capacity","Capacity","CAISO","ERCOT","SPP","MISO","PJM","NYISO","ISO-NE","West (non-ISO)","Southeast (non-ISO)","Noncontiguous US"]
[null,"(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)"]
[1998,1.512,0.14232,0,0,2.16E-3,0.11343,0,0,0,2.6729999999999997E-2,0,0]
[1999,2.431,0.89246999999999999,0.25441999999999998,0.14432,3.5700000000000003E-3,0.38930999999999999,0,0,0,9.3074999999999991E-2,0,5.7499999999999999E-4]
[2000,2.5019999999999998,7.0955000000000004E-2,0.01,0,0,1.188E-2,1.04E-2,1.8149999999999999E-2,0,1.8345000000000004E-2,1.98E-3,1E-4]
[2001,4.1950000000000003,1.6919999999999999,6.6599999999999993E-2,0.8309200000000001,0.19642599999999999,0.14229000000000003,2.4E-2,0.03,6.6E-4,0.39956000000000003,0,0]
[2002,4.6029999999999998,0.40899999999999997,0.10242,0,2.7080000000000003E-3,0.11573,6.6000000000000003E-2,2.5000000000000001E-4,0,0.12340000000000001,0,1E-4]
[2003,6.2679999999999998,1.665,0.20250000000000001,0.19750000000000001,0.18131999999999998,0.32762000000000002,0.14849999999999999,0,0,0.60731600000000008,1E-4,0]
[2004,6.665,0.39600000000000002,9.3530000000000016E-2,0,0.06,0.20461800000000002,3.5999999999999999E-3,0,0,7.4999999999999997E-3,2.7E-2,1.4999999999999999E-4]
[2005,9.0459999999999994,2.3820000000000001,5.9749999999999998E-2,0.67176000000000013,0.64759999999999995,0.35576000000000002,6.2145000000000006E-2,0.13694999999999999,1E-4,0.44005,0,2.9999999999999997E-4]
[2006,11.512,2.4660000000000002,0.21199999999999999,0.73370000000000002,0.20050000000000001,0.33038000000000001,5.0224999999999999E-2,0.18480000000000002,1.3470000000000001E-2,0.68759999999999999,0,4.0775000000000006E-2]
[2007,16.765000000000001,5.2530000000000001,6.3E-2,1.5366,0.40720000000000001,0.86194999999999999,0.70669999999999999,5.45E-2,3.4500000000000003E-2,1.5670500000000003,0,2.1000000000000001E-2]
[2008,25.135000000000002,8.3699999999999992,8.8999999999999996E-2,2.5615000000000001,0.89429999999999987,3.0618099999999999,0.53970000000000007,0.28199999999999997,2.9799999999999997E-2,0.90259999999999996,0,1.7250000000000002E-3]
[2009,35.130000000000003,9.9969999999999999,0.16122500000000001,2.0191599999999998,1.0690999999999999,1.7644499999999996,1.7202579999999998,0.5675,0.13764999999999994,2.5601500000000001,1E-4,5.5999999999999999E-3]
[2010,40.345999999999997,5.218,0.4395,0.65397000000000005,0.8298000000000002,0.88752000000000009,0.97720000000000029,2.0000000000000001E-4,9.8099999999999979E-2,1.3317000000000001,0,2E-3]
[2011,46.779000000000003,6.6040000000000001,0.92330000000000012,0.19950000000000001,1.0231000000000001,2.0381,0.56725000000000003,0.12855,0.1983,1.7114500000000001,0,0.03]
[2012,60.067,13.34,1.6581799999999998,1.5040800000000001,3.0378499999999997,2.246855,1.612355,0.23669999999999999,0.31697500000000001,2.2355750000000003,0,0.28710000000000002]
[2013,61.137,1.087,0.26911000000000002,0.1411,0.32855000000000001,0.22134999999999999,4.3E-3,8.4240000000000009E-2,3.3599999999999997E-3,3.1800000000000002E-2,0,3.5250000000000004E-3]
[2014,65.873999999999995,4.8570000000000002,0.1069,1.54939,1.2412000000000001,1.1324080000000001,0.24174999999999999,2.5920000000000002E-2,9.1500000000000001E-3,0.54712000000000016,0,0]
[2015,73.891000000000005,8.5990000000000002,0.19390000000000002,3.5954800000000002,2.7406599999999997,1.08,0.36210000000000003,1.1000000000000001E-3,0.1925,0.42879999999999996,0,0]
[2016,82.037000000000006,8.2329999999999988,0,2.6109400000000003,3.117235,1.278797,0.42869999999999997,7.7700000000000005E-2,0.3407,0.34855000000000003,0,0]
[2017,88.963999999999999,7.0170000000000003,4.9700000000000001E-2,1.946315,2.363985,1.0436700000000001,0.80625000000000002,1.5E-3,5.4299999999999994E-2,0.74750000000000005,0,3.3E-3]
[2018,96.382999999999996,7.5880000000000001,0.32985000000000003,2.1244000000000001,1.9669749999999997,1.6901499999999998,0.50949999999999995,0.15840000000000001,2.2499999999999999E-2,0.78570999999999991,0,8.9999999999999998E-4]
[2019,105.59099999999999,9.1319999999999997,0.13279999999999997,3.4553699999999998,1.2129699999999999,3.0743049999999998,0.63985500000000006,0,3.8399999999999997E-2,0.57745000000000002,0,8.9999999999999998E-4]
[2020,122.464,17.213000000000001,0.111,4.1371749999999992,3.8824700000000005,4.1147400000000003,0.83605999999999991,0,7.2599999999999998E-2,3.5524550000000006,0.47849999999999998,2.7600000000000003E-2]
[2021,135.886,13.413,0.28844999999999998,3.3430849999999994,3.9190499999999999,2.7545399999999995,0.62570500000000007,0.20519999999999999,1.52E-2,2.2619000000000002,0,0]

{"sheet":"Capacity Additions by Tech.","index":4,"n_rows":33,"n_cols":23,"rows_kept":33,"cut":false,"hidden":false,"merged":[[22,1,22,22]]}
["Relative contribution of resource types in annual capacity additions"]
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["Sources: Hitachi, ACP, EIA, Berkeley Lab"]
[]
[null,"Nameplate Capacity Additions (GW)"]
["Capacity Type",2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
["Wind",7.0854999999999987E-2,1.6904560000000002,0.41060800000000008,1.6648559999999999,0.39639800000000003,2.3744150000000004,2.4534499999999997,5.2524999999999995,8.3624349999999978,10.005193000000007,5.2199900000000099,6.8195500000000004,13.011069999999998,1.0865100000000001,4.8538380000000005,8.5945399999999985,8.2026219999999999,7.016519999999999,7.5883849999999997,9.1320500000000013,17.202999999999999,13.422005000000002]
["Solar",3.8227107760751408E-3,1.1127183096768122E-2,2.2280932395311082E-2,4.4504863686651103E-2,5.6587204046324419E-2,7.7616039921333257E-2,0.10258654652475377,0.24144107990925101,0.30296078431372564,0.41693775250657766,0.88478051154762349,1.879620642139008,3.015640487372353,5.6573112670292618,5.2171226327802618,6.3246826991449305,11.404055942013448,8.6498377816762506,8.1986580114901297,9.6950370753408492,14.813045929667286,18.851284873364637]
["Storage",0,0,0.32800000000000001,0.04,0,0,0,0,0,0,4.0000000000000001E-3,3.6999999999999998E-2,0.127,0.29740000000000144,3.1299999999999273E-2,0.29759999999999853,0.2400699999999997,0.15680500000000028,0.35471800000000075,0.3373709999999992,0.71982799999999769,3.6013819999999979]
["Other renewable",0.17577000000000001,0.62333999999999778,0.42131500000000011,0.33204000000000056,0.20831499999999997,0.11469999999999995,0.41683999999999999,0.55269500000000094,0.46920800000000107,0.6913599999999992,0.42108600000000102,0.80460400000000021,1.1657980000000001,1.4577469999999983,0.68157500000000037,0.49753700000000034,0.51558800000000016,0.526833,0.37910000000000005,0.29627300000000012,0.33481,8.7218000000000004E-2]
["Gas",29.300832999999994,49.206400000000023,71.423945000000032,55.029325999999998,27.163830000000004,19.47868999999999,10.77298,8.4048160000000003,10.548152,12.027625,7.3621120000000015,12.063777,9.7503380000000011,7.8722979999999989,9.0130099999999995,6.5611000000000006,9.4531999999999989,12.393820000000003,21.831291999999998,8.8884070000000008,7.6068600000000064,6.2162040000000118]
["Coal",0.18049999999999999,0,0.5242,0.09,0.74199999999999999,0.37269999999999998,0.60470000000000002,1.513504,1.591,3.5987000000000005,6.0142980000000001,1.7349989999999997,4.76,1.8125,0.1062,5.4999999999999997E-3,0,0,0,1.7000000000000001E-2,0,0]
["Other non-renewable",1.3346009999999977,0.82099999999999851,1.1815500000000003,0.40589999999999993,0.52439999999999987,0.25767000000000012,0.34459800000000013,0.37298499999999996,0.144401,0.25318499999999994,1.2189899999999985,0.84727499999999978,0.30758000000000008,0.14268999999999996,0.19144799999999998,0.18890000000000007,1.4272,0.11104999999999994,9.0900000000000009E-2,9.4299999999999995E-2,4.859999999999999E-2,4.1989999999999993E-2]
["Total",31.066381710776067,52.352323183096786,74.311898932395337,57.606626863686657,29.091530204046329,22.675791039921322,14.695154546524753,16.337941079909253,21.418156784313727,26.993000752506585,21.125256511547633,24.186825642139006,32.137426487372352,18.326456267029258,20.094493632780264,22.46985969914493,31.242735942013447,28.854865781676253,38.443053011490129,28.460438075340846,40.726143929667288,42.220083873364651]
["Wind % of Total",2.2807612634020507E-3,3.2289990151684517E-2,5.525467736648036E-3,2.8900425014287218E-2,1.3625890326830082E-2,0.10471145177779161,0.16695639315887387,0.32149093783053195,0.39043672544803176,0.37065879009657415,0.24709711795199377,0.28195308061090818,0.40485724658483135,5.9286420908046332E-2,0.24155065007868159,0.38249192985958236,0.26254493253164751,0.24316592054487079,0.19739288130242752,0.32086821628765932,0.4224067967178286,0.31790569247228645]

{"sheet":"Capacity Additions by Region","index":5,"n_rows":46,"n_cols":11,"rows_kept":46,"cut":false,"hidden":false,"merged":[]}
["Capacity additions by region over last ten years: 2012-2021"]
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["Sources: Hitachi, ACP, EIA, Berkeley Lab"]
[]
[null,null,null,null,"Cumulative Capacity Additions (GW): 2012-2021"]
["Capacity Type","SPP","ERCOT","MISO","West (non-ISO)","PJM","NYISO","ISO-NE","CAISO","Southeast (non-ISO)","U.S.\nTotal"]
["Wind",23.811945000000005,24.407335000000007,18.636815000000006,11.516859999999998,6.0665750000000012,0.79003500000000004,1.0646849999999999,3.1398899999999985,0.47849999999999998,90.110540000000015]
["Solar",0.64926823456682292,9.8538409914086955,4.2985743007550772,14.56688152464473,10.37539055752117,3.4335340266609742,5.6386908017078001,25.530242583623892,15.725706288882861,91.826676699879258]
["Storage",2.8548E-2,0.81501599999999963,6.6218999999999598E-2,0.77413799999999977,0.34522000000000025,8.3605000000000013E-2,0.23298600000000008,3.0773540000000001,0.57541299999999962,6.163473999999999]
["Other renewable",0.11369899999999995,0.17509999999999998,0.75224200000000041,1.9739910000000001,0.66622100000000029,7.5310000000000016E-2,0.19124500000000003,0.39060000000000006,1.2967159999999969,5.9424789999999978]
["Gas",3.5375120000000031,10.477059999999918,9.3003899999999877,5.648220000000002,31.917167000000038,2.5406300000000002,3.013881,7.7439950000000044,24.784040000000005,99.58652899999997]
["Coal",0.60899999999999999,1.008,2.6766999999999999,0,1.478,3.0000000000000001E-3,0,0,0.90949999999999998,6.7012000000000009]
["Other non-renewable",0.10479799999999996,9.4899999999999998E-2,0.16920000000000007,1.23E-2,0.24073000000000019,9.2500000000000013E-2,0.27637099999999998,0.10068999999999996,1.4285690000000002,2.6446580000000011]
["Total",28.854770234566832,46.831251991408628,35.900140300755069,34.49239052464474,51.089303557521212,7.0186140266609751,10.4178588017078,39.982771583623894,45.198444288882868,302.97555669987929]
["*U.S. Total also includes AK and HI, in addition to the regions listed"]
[]
[]
[null,null,null,null,"Percent of Capacity Additions: 2012-2021"]
["Capacity Type",{"$f":"B24","v":"SPP"},"ERCOT","MISO","West (non-ISO)","PJM","NYISO","ISO-NE","CAISO","Southeast (non-ISO)","U.S.\nTotal"]
["Wind",{"$f":"B25/B$32","v":0.82523426131719013},0.52117622233284788,0.51912930823860948,0.33389567451902835,0.11874452336524165,0.11256282180484145,0.10219806394625602,7.8531074151098418E-2,1.0586647561179293E-2,0.2974185144884855]
["Solar",{"$f":"B26/B$32","v":2.2501244310343744E-2},0.21041164975082066,0.11973697775951776,0.42232159914334505,0.20308342128484028,0.48920399577727436,0.54125237335559295,0.63853108657631286,0.34792583099482471,0.30308278892227825]
["Storage",{"$f":"B27/B$32","v":9.8936847418735173E-4},1.7403250294259001E-2,1.8445331813538024E-3,2.2443732899489231E-2,6.7571874337906887E-3,1.1911895950171537E-2,2.2364096541777536E-2,7.6967000488290804E-2,1.2730814280294373E-2,2.0343139450372878E-2]
["Other renewable",{"$f":"B28/B$32","v":3.9403883335654916E-3},3.7389562002767456E-3,2.095373426672037E-2,5.7229753286876059E-2,1.3040322603926379E-2,1.0730038681985748E-2,1.835741908583453E-2,9.7692076994477708E-3,2.8689394522345112E-2,1.9613724172100399E-2]
["Gas",{"$f":"B29/B$32","v":0.12259712939118152},0.22371940861034367,0.25906277585785303,0.16375263975874216,0.62473286534557371,0.36198457278732504,0.2892994671329136,0.19368329641189214,0.54833834194810893,0.32869492867587374]
["Coal",{"$f":"B30/B$32","v":2.1105695697775578E-2},2.1524088234602855E-2,7.4559597193097946E-2,0,2.892973474057885E-2,4.2743481670372112E-4,0,0,2.0122373995595754E-2,2.2117955893841489E-2]
["Other non-renewable",{"$f":"B31/B$32","v":3.6319124757561317E-3},2.0264245768490188E-3,4.713073502847602E-3,3.5660039251879849E-4,4.7119452260484113E-3,1.317924018169807E-2,2.6528579937625425E-2,2.5183346729580015E-3,3.1606596697651715E-2,8.7289483970475513E-3]
["Total",{"$f":"B32/B$32","v":1},1,1,1,1,1,1,1,1,1]
["*U.S. Total also includes AK and HI, in addition to the regions listed"]

{"sheet":"International Wind Ranking","index":6,"n_rows":17,"n_cols":5,"rows_kept":17,"cut":false,"hidden":false,"merged":[[2,0,2,1],[2,3,2,4],[3,0,3,1],[3,3,3,4]]}
["International rankings of total wind power capacity"]
[]
["Annual Capacity",null,null,"Cumulative Capacity"]
["(2021, GW)",null,null,"(end of 2021, GW)"]
["China",47.57,null,"China",338.30968999999999]
["United States",13.413,null,"United States",135.886]
["Brazil",3.8302299999999998,null,"Germany",64.541939999999997]
["Vietnam",3.49655,null,"India",40.083629999999999]
["United Kingdom",2.64445,null,"Spain",28.319799999999994]
["Sweden",2.1040000000000001,null,"United Kingdom",26.586200000000002]
["Germany",1.925,null,"Brazil",21.579969000000002]
["Australia ",1.7455000000000001,null,"France",19.132539999999999]
["India",1.4585999999999999,null,"Canada ",14.2546]
["Turkey",1.4,null,"Sweden",12.106150000000001]
["Rest of World",14.682834999999997,null,"Rest of World",138.14023299999997]
["TOTAL",{"$f":"SUM(B5:B15)","v":94.27016500000002},null,"TOTAL",{"$f":"SUM(E5:E15)","v":838.94075199999975}]
["Sources: GWEC, ACP "]

{"sheet":"International Wind Penetration","index":7,"n_rows":55,"n_cols":2,"rows_kept":55,"cut":false,"hidden":false,"merged":[]}
["Wind energy penetration in subset of top global wind markets"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: ACP"]
[]
[null,"Wind Energy"]
[null,"Penetration"]
[null,2021]
["Denmark",0.44]
["Ireland",0.31]
["Portugal",0.26]
["Spain",0.24]
["Germany",0.23]
["U.K.",0.22]
["Sweden",0.19]
["Greece",0.18]
["Netherlands",0.15]
["EU",0.14000000000000001]
["Belgium",0.13]
["Australia",0.11799999999999999]
["Brazil",0.113]
["Romania",0.11]
["Austria",0.11]
["Croatia",0.11]
["Romania",0.11]
["Turkey",0.1]
["Lithuania",0.1]
["United States",9.0999999999999998E-2]
["Poland",0.09]
["Finland",0.09]
["Estonia",0.09]
["Norway",0.09]
["France",0.08]
["China",7.8E-2]
["Italy",7.0000000000000007E-2]
["Mexico",6.6000000000000003E-2]
["Canada",5.7700000000000001E-2]
["India",0.04]

{"sheet":"State Wind Deployment","index":8,"n_rows":62,"n_cols":18,"rows_kept":62,"cut":false,"hidden":false,"merged":[[2,0,2,4],[2,6,2,10],[3,0,3,1],[3,3,3,4],[3,6,3,7],[3,9,3,10]]}
["U.S. wind power installations by state",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Two alternate versions of the map:"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"All 50 States (plus Puerto Rico)"]
["Installed Capacity (MW)",null,null,null,null,null,"2021 Wind Generation as a Percentage of:",null,null,null,null,null,null,null,"Cumulative MW","Annual MW"]
["Annual (2021)",null,null,"Cumulative (end of 2021)",null,null,"In-State Generation",null,null,"In-State Sales",null,null,null,"State","at end of 2021","in 2021"]
["Texas",3343.0849999999996,null,"Texas",35969,null,"Iowa",0.55113079901761364,null,"South Dakota",0.71553576911268035,null,null,"TX",35969,3343.0849999999996]
["Oklahoma",1402.52,null,"Iowa",12219,null,"South Dakota",0.52262151707125637,null,"Iowa",0.6913510244197475,null,null,"IA",12219,600.29999999999995]
["New Mexico",1368.1999999999998,null,"Oklahoma",10994,null,"Kansas",0.45108083368539642,null,"North Dakota",0.63290533188248099,null,null,"OK",10994,1402.52]
["Kansas",1228.3799999999999,null,"Kansas",8245,null,"Oklahoma",0.41417637353776687,null,"Kansas",0.63038130381303814,null,null,"KS",8245,1228.3799999999999]
["South Dakota",609.74,null,"Illinois",6997,null,"North Dakota",0.34049079754601225,null,"Wyoming",0.53292544468272995,null,null,"IL",6997,579.70000000000005]
["Iowa",600.29999999999995,null,"California",6142,null,"New Mexico",0.29798785436431308,null,"Oklahoma",0.51508793582227708,null,null,"CA",6142,288.45]
["Illinois",579.70000000000005,null,"Colorado",5035,null,"Colorado",0.26014332202451013,null,"New Mexico",0.41359487279083318,null,null,"CO",5035,304.8]
["Michigan",549.6,null,"Minnesota",4591,null,"Nebraska",0.25135764158262219,null,"Nebraska",0.3048646614183107,null,null,"MN",4591,266.39999999999998]
["Indiana",500.4,null,"North Dakota",4302,null,"Maine",0.22995761565515377,null,"Colorado",0.26417183737322247,null,null,"ND",4302,298.8]
["Missouri",448,null,"New Mexico",4001,null,"Minnesota",0.2163793535873727,null,"Texas",0.23458147713950761,null,null,"NM",4001,1368.1999999999998]
["Nebraska",387.75,null,"Oregon",3842,null,"Texas",0.20595155509902446,null,"Maine",0.2219707520891365,null,null,"OR",3842,0]
["Wyoming",349.1,null,"Indiana",3468.0599999340006,null,"Wyoming",0.19347821108795712,null,"Minnesota",0.19634945681859561,null,null,"IN",3468.0599999340006,500.4]
["Colorado",304.8,null,"Washington",3396,null,"Oregon",0.15627341739158765,null,"Montana",0.18925625377238281,null,null,"WA",3396,0]
["North Dakota",298.8,null,"Wyoming",3178,null,"Idaho",0.15567143191938129,null,"Oregon",0.18490391472793508,null,null,"WY",3178,349.1]
["California",288.45,null,"Michigan",3158.59,null,"Vermont",0.14475374732334048,null,"Illinois",0.13756099715162623,null,null,"MI",3158.59,549.6]
["Minnesota",266.39999999999998,null,"Nebraska",2942,null,"Montana",0.11513667890656874,null,"Washington",0.10846947157068541,null,null,"NE",2942,387.75]
["Ohio",247,null,"South Dakota",2915.1940000029999,null,"Illinois",0.10225463537933789,null,"Idaho",0.1054825519075787,null,null,"SD",2915.1940000029999,609.74]
["Montana",239.8,null,"Missouri",2435.3099999999986,null,"Washington",8.6883418316062652E-2,null,"Missouri",8.4202074783982866E-2,null,null,"MO",2435.3099999999986,448]
["New York",205.2,null,"New York",2191.4349999999999,null,"Missouri",8.4442058714517598E-2,null,"Indiana",7.8758283920474362E-2,null,null,"NY",2191.4349999999999,205.2]
["West Virginia",168.70499999999998,null,"Pennsylvania",1459.1999999760001,null,"Indiana",8.3378171651632638E-2,null,"Michigan",7.8558206913202686E-2,null,null,"PA",1459.1999999760001,0]
["Rest of U.S.",27,null,"Rest of U.S.",8405,null,"Rest of U.S.",1.6E-2,null,"Rest of U.S.",1.4999999999999999E-2,null,null,"MT",1120.0690000060001,239.8]
["Total",13413,null,"Total",135886,null,"Total",9.0999999999999998E-2,null,"Total",0.1,null,null,"OH",1111.2000000000003,247]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"ME",1011.2,15.2]
["Sources: ACP, EIA",null,null,null,null,null,null,null,null,null,null,null,null,"ID",972.49999999999977,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"WV",856,168.70499999999998]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"WI",737,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"AZ",617.8999999999993,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"UT",390.67499999999995,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"HI",233.45999999999995,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"NH",214.15,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"NC",208.1,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"MD",191.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"NV",151.80000000000001,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"VT",149.44999999999999,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"PR",125.42499999999993,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"MA",120.27999999999994,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"AK",63.514999999999986,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"RI",74.884999999999991,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"TN",28.980000000000008,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"VA",12,12]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"NJ",9,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"CT",5.0999999999999996,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"DE",2,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"AR",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"AL",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"FL",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"GA",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"KY",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"LA",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"MS",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"SC",0,0]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab"]

{"sheet":"Wind Penetration by Region","index":9,"n_rows":39,"n_cols":8,"rows_kept":39,"cut":false,"hidden":false,"merged":[]}
["Wind penetration as a proportion of load by independent system operator regions"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: MISO, CAISO, SPP, NYISO, PJM, ISO-NE, ERCOT"]
[]
[]
[]
["Wind "]
["Penetration (%)","MISO","CAISO","SPP","NYISO","PJM","ISO-NE","ERCOT"]
[2008,1.4841610830650562E-2,null,3.6635432591642064E-2,null,null,null,4.8775053757538635E-2]
[2009,2.7144582757970694E-2,null,5.103059383059759E-2,null,null,null,6.1021251014030088E-2]
[2010,3.4189193876656317E-2,null,4.5394178493914382E-2,null,null,null,7.7448550468361813E-2]
[2011,4.5605060762829677E-2,3.1618352102100497E-2,5.4667323377177092E-2,null,null,5.9935901460933128E-3,8.4463839780662103E-2]
[2012,6.2146602566523858E-2,3.9680750835268952E-2,7.7626248854406443E-2,1.8599999999999998E-2,1.6899999999999998E-2,9.2985939594640663E-3,9.174225231080424E-2]
[2013,6.8539033685138209E-2,5.3956390011643679E-2,0.11019423426883852,2.1600000000000001E-2,1.8700000000000001E-2,1.3884132134820124E-2,9.8603196473158863E-2]
[2014,5.6750858070523609E-2,5.4854285895126774E-2,0.11964950573242429,2.4799999999999999E-2,1.9400000000000001E-2,1.5323891458484768E-2,0.10626141389337818]
[2015,6.2222166550290448E-2,5.1728705484988431E-2,0.13476785886017098,2.4199999999999999E-2,2.0899999999999998E-2,1.7218011871252735E-2,0.11728964096182155]
[2016,6.9030765027562363E-2,5.8346460835373759E-2,0.1753955115969352,2.430476619838487E-2,2.1067301071539896E-2,2.0354116247077891E-2,0.15104552214131972]
[2017,7.6934712784517176E-2,5.8206020100819246E-2,0.22980084269956411,2.6504431718562923E-2,2.6266978674903921E-2,2.7074867383188383E-2,0.17369872722552712]
[2018,7.3373242214981677E-2,6.9753107463448275E-2,0.23830811558442855,2.4513635815240221E-2,2.6507249628195544E-2,2.7177077058750325E-2,0.1851303609020209]
[2019,8.5031755690358646E-2,6.9055442551545165E-2,0.27515558289891862,2.8365422591698618E-2,3.031481243486174E-2,2.9347936942436918E-2,0.19934589183745816]
[2020,0.1097422847045674,6.6247617339671883E-2,0.31263480564490165,2.9443638368959683E-2,3.4005868160254672E-2,3.0391996541923646E-2,0.22733679283581154]
[2021,0.12040138799509099,8.4329112702536305E-2,0.348442520503215,2.66557430391164E-2,3.5270789464212603E-2,2.9516533664061199E-2,0.241706193473986]

{"sheet":"Online Wind Hybrids","index":10,"n_rows":73,"n_cols":25,"rows_kept":73,"cut":false,"hidden":false,"merged":[]}
["Online wind hybrid / co-located projects: wind+storage, wind+other generator(s), wind+other generator(s)+storage"]
[]
["Wind hybrid / co-located projects over time",null,null,null,"Wind hybrid / co-located projects by region at end of 2021",null,null,null,"Wind hybrid / co-located projects by state at end of 2021"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: EIA 860 2021 Early Release, Berkeley Lab"]
[]
[]
[null,null,null,null,"Sources: EIA 860 2021 Early Release, Berkeley Lab",null,null,null,"Sources: EIA 860 2021 Early Release, Berkeley Lab"]
[]
[]
[]
["List of hybrid / co-located projects that include wind power",null,null,null,null,null,null,null,null,null,"Storage details",null,null,null,"Wind hybrid / co-located projects over time",null,null,null,null,null,"Wind hybrid / co-located projects by state",null,null,"Wind hybrid / co-located projects by region"]
["State","Project name","Wind online date","Storage online date","Solar online date","Fossil online date","Wind capacity (MW)","Storage capacity (MW)","Solar capacity (MW)","Fossil capacity (MW)","Technology","Duration (hrs)","Storage:generator ratio",null,null,"Wind","Storage","Solar","Fossil",null,"State","Hybrid Wind Capacity",null,"Region","Hybrid Wind Capacity"]
["AK","Kotzebue Hybrid",1997,2015,"n/a",1987,3.3000000000000003,1.2,"n/a",11.799999999999999,"LIB",0.83333333333333337,7.9470198675496692E-2,null,2001,3.3000000000000003,0,0,11.799999999999999,null,"TX",858.8,null,"ERCOT",855.8]
["NY","Harbec Energy",2001,"n/a","n/a",2015,1.2,"n/a","n/a",0.5,"n/a","n/a","n/a",null,2002,8.9,0,0,25.799999999999997,null,"IL",430.6,null,"PJM",771.30000000000007]
["MN","Worthington",2002,"n/a","n/a",2002,5.6,"n/a","n/a",14,"n/a","n/a","n/a",null,2003,8.9,0,0,25.799999999999997,null,"WA",272.60000000000002,null,"West (non-ISO)",426.09999999999997]
["PA","Meyersdale Battery",2003,2015,"n/a","n/a",30,18,"n/a","n/a","LIB",0.67222222222222217,0.6,null,2004,14.9,0,0,27.799999999999997,null,"WV",198.1,null,"CAISO",151.69999999999999]
["CO","Lamar Plant",2004,"n/a","n/a",1946,6,"n/a","n/a",2,"n/a","n/a","n/a",null,2005,14.9,0,0,27.799999999999997,null,"CA",151.69999999999999,null,"Hawaii",114]
["MN","Carleton College",2004,"n/a","n/a",2009,3.2,"n/a","n/a",4.5999999999999996,"n/a","n/a","n/a",null,2006,22.4,0,0.5,27.799999999999997,null,"HI",114,null,"SPP",65.900000000000006]
["WA","Wild Horse",2006,"n/a",2007,"n/a",272.60000000000002,"n/a",0.5,"n/a","n/a","n/a","n/a",null,2007,296.2,0,1,35.799999999999997,null,"OH",105,null,"MISO",24.300000000000004]
["NJ","Jersey-Atlantic Wind Farm",2006,2018,2005,"n/a",7.5,1,0.5,"n/a","LIB",1,0.125,null,2008,296.2,0,1.1000000000000001,105.3,null,"NM",101.3,null,"Alaska",6.1000000000000005]
["MN","Mountain Lake",2007,"n/a","n/a",1954,1.2,"n/a","n/a",8,"n/a","n/a","n/a",null,2009,305.20000000000005,0,1.1000000000000001,155.9,null,"NE",40.9,null,"NYISO",1.2]
["IL","Grand Ridge Battery Projects",2008,2013,2012,"n/a",210,36,20,"n/a","LIB",0.375,0.15652173913043479,null,2010,305.20000000000005,0,1.1000000000000001,155.9,null,"AZ",40,null,"ISO-NE",1.2]
["TX","NRG Elbow Creek Energy Storage Project",2008,2017,"n/a","n/a",121.9,2,"n/a","n/a","LIB",0.35,1.6406890894175553E-2,null,2011,417,16,1.6,160.5,null,"PA",33.200000000000003,null,"Southwest (non-ISO)",0]
["IL","FPL Energy Illinois Wind LLC Hybrid",2009,2014,"n/a","n/a",217.5,20,"n/a","n/a","LIB",0.41500000000000004,9.1954022988505746E-2,null,2012,982.20000000000027,75,131.6,167.5,null,"SD",25]
["SD","Rolling Thunder Wind Farm Hybrid",2009,2018,"n/a","n/a",25,0.8,"n/a","n/a","LIB",1,3.2000000000000001E-2,null,2013,984.00000000000023,111,131.6,184.1,null,"MN",16.600000000000001]
["TX","Notrees Windpower Hybrid",2009,2012,"n/a","n/a",152.5,36,"n/a","n/a","LIB",0.37777777777777777,0.23606557377049181,null,2014,1251.9000000000001,131,186.6,184.1,null,"NJ",7.5]
["TX","Pyron Wind Farm LLC Hybrid",2009,2018,"n/a","n/a",249,9.9,"n/a","n/a","LIB",1,3.9759036144578312E-2,null,2015,1413.6000000000001,181.7,238.8,184.6,null,"AK",6.1000000000000005]
["TX","Inadale Wind Farm LLC Hybrid",2009,2018,"n/a","n/a",197,9.9,"n/a","n/a","LIB",1,5.0253807106598984E-2,null,2016,1413.6000000000001,181.7,239.6,184.6,null,"CO",6]
["MA","Deer Island Treatment Plant",2009,"n/a",2008,1995,1.2,"n/a",0.1,69.5,"n/a","n/a","n/a",null,2017,1711.9,214,239.7,355.6,null,"UT",3.2]
["IL","Geneseo",2009,"n/a",2015,1957,3,"n/a",1.2,29.400000000000002,"n/a","n/a","n/a",null,2018,2235.8000000000002,236.60000000000002,242.5,355.6,null,"WI",3]
["IA","Osage (IA)",2009,"n/a",2016,1963,1.6,"n/a",0.8,16.600000000000001,"n/a","n/a","n/a",null,2019,2304.8000000000002,236.60000000000002,291.50000000000006,355.6,null,"IA",1.6]
["WV","Beech Ridge Energy Storage",2010,2015,"n/a","n/a",100.5,31.5,"n/a","n/a","LIB",0.3968253968253968,0.31343283582089554,null,2020,2309.4,236.60000000000002,292.50000000000006,355.6,null,"NY",1.2]
["UT","Tooele Army Depot (CSG)",2010,"n/a",2021,"n/a",3.2,"n/a",1.5,"n/a","n/a","n/a","n/a",null,2021,2417.6000000000004,237.40000000000003,298.00000000000006,355.6,null,"MA",1.2]
["PA","PPL Frey Farm Landfill Wind",2011,"n/a","n/a",2006,3.2,"n/a","n/a",1.6,"n/a","n/a","n/a"]
["NM","Macho Springs Power I",2011,"n/a",2014,"n/a",50.4,"n/a",55,"n/a","n/a","n/a","n/a"]
["WV","Laurel Mountain Hybrid",2011,2011,"n/a","n/a",97.6,16,"n/a","n/a","LIB",1,0.16393442622950821]
["AZ","Kingman 1",2011,"n/a",2011,"n/a",10,"n/a",0.5,"n/a","n/a","n/a","n/a"]
["AK","Sand Point",2011,"n/a","n/a",2000,1,"n/a","n/a",3,"n/a","n/a","n/a"]
["TX","Blue Summit Storage, LLC",2012,2017,"n/a","n/a",135.4,30,"n/a","n/a","LIB",0.42,0.22156573116691283]
["HI","Kaheawa Wind Power II LLC",2012,2012,"n/a","n/a",21,10,"n/a","n/a","LIB",2,0.47619047619047616]
["HI","Auwahi Wind Energy Hybrid",2012,2012,"n/a","n/a",24,11,"n/a","n/a","LIB",0.4,0.45833333333333331]
["WI","Waxdale",2012,"n/a","n/a",2003,3,"n/a","n/a",7,"n/a","n/a","n/a"]
["TX","Texas Dispatchable Wind 1",2012,2012,"n/a","n/a",3,2,"n/a","n/a","CAES","n/a",0.66666666666666663]
["CA","Pacific Wind LLC",2012,"n/a",2012,"n/a",151.69999999999999,"n/a",110,"n/a","n/a","n/a","n/a"]
["HI","Kawailoa Wind",2012,"n/a",2019,"n/a",69,"n/a",49,"n/a","n/a","n/a","n/a"]
["AK","Snake River",2013,"n/a","n/a",1991,1.8,"n/a","n/a",16.599999999999998,"n/a","n/a","n/a"]
["AZ","Red Horse 2",2015,"n/a",2015,"n/a",30,"n/a",51,"n/a","n/a","n/a","n/a"]
["NE","Lon Wright",2017,"n/a",2018,1957,40.9,"n/a",2.2999999999999998,170,"n/a","n/a","n/a"]
["IL","TAC-Distributed Energy Resource Hybrid",2017,2017,2017,2017,0.1,0.3,0.1,1,"LIB",1.6666666666666667,0.25]
["NM","Casa Mesa Wind Energy Center Hybrid",2018,2018,"n/a","n/a",50.9,1,"n/a","n/a","LIB",1,1.9646365422396856E-2]
["MN","Lake Region Community Hybrid, LLC",2018,"n/a",2018,"n/a",2,"n/a",0.5,"n/a","n/a","n/a","n/a"]
["OH","Northwest Ohio Wind",2018,2021,2021,"n/a",105,0.8,4,"n/a","LIB",4.7499999999999991,7.3394495412844041E-3]
["MN","Red Lake Falls Community Hybrid",2020,"n/a",2020,"n/a",4.5999999999999996,"n/a",1,"n/a","n/a","n/a","n/a"]
["Source: EIA 860 2021 Early Release, Berkeley Lab"]

{"sheet":"All Hybrid Comparison","index":11,"n_rows":70,"n_cols":12,"rows_kept":70,"cut":false,"hidden":false,"merged":[]}
["Online hybrid / co-located projects (all configuarions)"]
[]
["Online hybrid / co-located projects at end of 2021: subset of configurations"]
[]
[null,"# projects",null,null,null,"Total capacity (MW)",null,null,null,null,"Storage ratio","Duration (hrs)"]
[null,null,null,"Wind","PV","Fossil","Storage"]
["PV+Storage",140,null,null,4176.8999999999996,null,2195.5499999999997,null,null,null,0.52564102564102566,3.1949670925280693]
["Wind+Storage",14,null,1425.3,null,null,198.10000000000002,null,null,null,0.1389882831684558,0.61484098939929333]
["Wind+PV+Storage",3,null,322.5,24.5,null,37.799999999999997,null,null,null,0.10893371757925072,0.48412698412698418]
["Fossil+Storage",24,null,null,null,6067.2999999999984,727.30000000000007,null,null,null,0.11986814997939849,1.1915303176130894]
["Wind+PV",9,null,593.5,269,null,0,null,null,null,"n/a","n/a"]
["Notes: Not included in the figure are 108 other hybrid / co-located projects with other configurations; details on those projects are provided below."]
["Storage ratio defined as storage capacity divided by total generator capacity. "]
["Sources: EIA 860 2021 Early Release, Berkeley Lab"]
[]
[]
["Hybrid / co-located projects newly completed in 2021: subset of configurations"]
[null,"# projects",null,null,null,"Total capacity (MW)",null,null,null,null,"Storage ratio","Duration (hrs)"]
[null,null,null,"Fossil","PV","Wind","Storage"]
["PV+Storage",67,null,0,3198.9999999999991,null,1950.6,null,null,null,0.60975304782744622,3.2978365631087878]
["Fossil+Storage",3,null,2019.3,0.2,null,431.2,null,null,null,0.21351819757365684,1.1739332096474953]
["Note: Not included in the figure are 4 other hybrid / co-located projects with other configurations built in 2021; details on those projects are provided below."]
["Sources: EIA 860 2021 Early Release, Berkeley Lab"]
[]
["Online wind hybrid / co-located projects compared to other online hybrid / co-located plants"]
["Total end of 2021","# projects","Gen 1 (MW)","Gen 2 (MW)","Gen 3 (MW)","Total Gen (MW)","Storage capacity (MW)","Storage energy (MWh)","Storage: generator ratio","Duration (hrs)"]
["Wind+Storage",14,1425.3,0,0,1425.3,198.10000000000002,121.80000000000001,0.1389882831684558,0.61484098939929333]
["Wind+PV",9,593.5,269,0,862.5,0,0,0,"n/a"]
["Wind+PV+Storage",3,322.5,24.5,0,347,37.799999999999997,18.3,0.10893371757925072,0.48412698412698418]
["PV+Storage",140,4176.8999999999996,0,0,4176.8999999999996,2195.5499999999997,7014.7100000000019,0.52564102564102566,3.1949670925280693]
["Fossil+PV",34,10126.499999999998,222.90000000000003,0,10349.399999999998,0,0,0,"n/a"]
["Fossil+Hydro",26,489.69999999999993,77.8,0,567.49999999999989,0,0,0,"n/a"]
["Fossil+Storage",24,6067.2999999999984,0.2,0,6067.4999999999982,727.30000000000007,866.59999999999991,0.11986814997939849,1.1915303176130894]
["Fossil+Wind",9,57.3,26.2,0,83.5,0,0,0,"n/a"]
["Fossil+PV+Storage",6,1026.5999999999999,13.5,0,1040.0999999999999,7.8,12.2,7.4992789154888955E-3,1.5641025641025641]
["Fossil+Wind+PV",4,285.5,46.7,4.4000000000000004,336.59999999999997,0,0,0,"n/a"]
["Fossil+Wind+Storage",1,11.799999999999999,3.3000000000000003,0,15.1,1.2,1,7.9470198675496692E-2,0.83333333333333337]
["Fossil+Wind+PV+Storage",1,1,0.1,0.1,1.2000000000000002,0.3,0.5,0.24999999999999994,1.6666666666666667]
["Biomass+Hydro",9,326.7,53.8,0,380.5,0,0,0,"n/a"]
["Biomass+PV",4,102.2,8.7000000000000011,0,110.9,0,0,0,"n/a"]
["Biomass+Storage",1,1.2,0,0,1.2,1,2,0.83333333333333337,2]
["Hydro+Storage",5,209.15,0,0,209.15,32,31,0.15300023906287352,0.96875]
["Nuclear+Fossil",4,6480.2,1354.8,0,7835,0,0,0,"n/a"]
["Nuclear+Hydro",1,1959.4,1,0,1960.4,0,0,0,"n/a"]
["Geothermal+PV",2,85,17.899999999999999,0,102.9,0,0,0,"n/a"]
["Geothermal+PV+CSP",1,47.2,22,2,71.2,0,0,0,"n/a"]
[]
["Newly installed in 2021","# projects","Gen 1 (MW)","Gen 2 (MW)","Gen 3 (MW)","Total Gen (MW)","Storage capacity (MW)","Storage energy (MWh)","Storage: generator ratio","Duration (hrs)"]
["Wind+Storage",0,0,0,0,0,0,0,"n/a","n/a"]
["Wind+PV",1,3.2,1.5,0,4.7,0,0,0,"n/a"]
["Wind+PV+Storage",1,105,4,0,109,0.8,3.8,7.3394495412844041E-3,4.7499999999999991]
["PV+Storage",67,3198.9999999999991,0,0,3198.9999999999991,1950.6,6432.7600000000011,0.60975304782744622,3.2978365631087878]
["Fossil+PV",1,723.2,4.4000000000000004,0,727.6,0,0,0,"n/a"]
["Fossil+Hydro",0,0,0,0,0,0,0,"n/a","n/a"]
["Fossil+Storage",3,2019.3,0.2,0,2019.5,431.2,506.2,0.21351819757365684,1.1739332096474953]
["Fossil+Wind",0,0,0,0,0,0,0,"n/a","n/a"]
["Fossil+PV+Storage",1,6.9000000000000012,0.7,0,7.6000000000000014,0.5,2.1,6.5789473684210509E-2,4.2]
["Fossil+Wind+PV",0,0,0,0,0,0,0,"n/a","n/a"]
["Fossil+Wind+Storage",0,0,0,0,0,0,0,"n/a","n/a"]
["Fossil+Wind+PV+Storage",0,0,0,0,0,0,0,"n/a","n/a"]
["Biomass+Hydro",0,0,0,0,0,0,0,"n/a","n/a"]
["Biomass+PV",0,0,0,0,0,0,0,"n/a","n/a"]
["Biomass+Storage",0,0,0,0,0,0,0,"n/a","n/a"]
["Hydro+Storage",0,0,0,0,0,0,0,"n/a","n/a"]
["Nuclear+Fossil",0,0,0,0,0,0,0,"n/a","n/a"]
["Nuclear+Hydro",0,0,0,0,0,0,0,"n/a","n/a"]
["Geothermal+PV",0,0,0,0,0,0,0,"n/a","n/a"]
["Geothermal+PV+CSP",0,0,0,0,0,0,0,"n/a","n/a"]
["Note: New is defined as when the project became a hybrid / co-located project (e.g., if a battery was added to an older plant in 2021 then it would be defined as new in 2021)"]
["Sources: EIA 860 2021 Early Release, Berkeley Lab"]

{"sheet":"Generator+Storage Hybrids","index":12,"n_rows":52,"n_cols":12,"rows_kept":52,"cut":false,"hidden":false,"merged":[]}
["Online generator+storage hybrid / co-located projects: wind+storage, PV+storage, fossil+storage"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: EIA 860 2021 Early Release, Berkeley Lab",null,null,null,null,null,null,null,"Sources: EIA 860 2021 Early Release, Berkeley Lab"]
[]
["Generator+storage hybrid / co-located projects by region at end of 2021",null,null,null,null,null,null,null,"Generator+storage hybrid / co-located projects by state at end of 2021"]
["Region","PV+Storage","Wind+Storage","Fossil+Storage",null,null,null,null,"State","PV+Storage","Wind+Storage","Fossil+Storage"]
["ERCOT",794.3,855.8,0,null,null,null,null,"TX",794.3,858.8,0]
["PJM",10.1,445.6,240,null,null,null,null,"IL",0,217.5,0]
["West (non-ISO)",800.6,53.9,1056.5999999999999,null,null,null,null,"WV",0,198.1,0]
["Hawaii",70.099999999999994,45,15.099999999999998,null,null,null,null,"NM",3.5,50.9,0]
["SPP",11.399999999999999,25,0,null,null,null,null,"HI",70.099999999999994,45,15.099999999999998]
["CAISO",1632.9999999999998,0,1734.1,null,null,null,null,"PA",0,30,8]
["Southeast (non-ISO)",603,0,677.2,null,null,null,null,"SD",0,25,0]
["ISO-NE",204.39999999999998,0,980.4,null,null,null,null,"CA",1970.1,0,2092.3999999999996]
["NYISO",34.1,0,4,null,null,null,null,"FL",377.5,0,0]
["MISO",15.9,0,1359.9,null,null,null,null,"NV",281,0,0]
[null,null,null,null,null,null,null,null,"GA",214.5,0,1.2]
[null,null,null,null,null,null,null,null,"MA",173.99999999999997,0,134.4]
[null,null,null,null,null,null,null,null,"AZ",152,0,698.3]
[null,null,null,null,null,null,null,null,"NY",36.1,0,4]
[null,null,null,null,null,null,null,null,"CO",23.3,0,0]
[null,null,null,null,null,null,null,null,"VT",21.4,0,0]
[null,null,null,null,null,null,null,null,"AL",10,0,676]
[null,null,null,null,null,null,null,null,"MN",10,0,0]
[null,null,null,null,null,null,null,null,"AR",10,0,0]
[null,null,null,null,null,null,null,null,"CT",7,0,0]
[null,null,null,null,null,null,null,null,"NC",6,0,3]
[null,null,null,null,null,null,null,null,"IN",4,0,1173.7]
[null,null,null,null,null,null,null,null,"WA",3.7,0,0]
[null,null,null,null,null,null,null,null,"OH",3,0,0]
[null,null,null,null,null,null,null,null,"NJ",2.1,0,0]
[null,null,null,null,null,null,null,null,"NE",1.4,0,0]
[null,null,null,null,null,null,null,null,"LA",1.1000000000000001,0,186.2]
[null,null,null,null,null,null,null,null,"MI",0.8,0,0]
[null,null,null,null,null,null,null,null,"ME",0,0,846]
[null,null,null,null,null,null,null,null,"MD",0,0,229]

{"sheet":"All Capacity in Queues","index":13,"n_rows":90,"n_cols":4,"rows_kept":90,"cut":false,"hidden":false,"merged":[]}
["Generation capacity in selected interconnection queues from 2014 to 2021, by resource type"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues"]
["Notes: Hybrid storage capacity is estimated using storage:generator ratios from projects that provide separate capacity data;"]
["storage capacity in hybrids was not estimated for years prior to 2020; offshore wind was not separately identified prior to 2020."]
[]
["type","year","standalone (GW)","hybrid (GW)"]
["Solar",2014,44.564119999999996,0]
["Solar",2015,56.818612000000009,0]
["Solar",2016,120.3100172,0]
["Solar",2017,188.50934825030515,0]
["Solar",2018,253.74308249820001,29.222960000000004]
["Solar",2019,265.56852100030511,101.5832144]
["Solar",2020,303.17612740000004,159.26859999999999]
["Solar",2021,390.07920000000001,285.55840000000001]
["Wind",2014,95.875899999999987,0]
["Wind",2015,109.589845,0]
["Wind",2016,141.67544999999998,0]
["Wind",2017,180.17448497048377,0]
["Wind",2018,229.1447999632,3.0183900073999999]
["Wind",2019,214.58882399866482,10.913399999999999]
["Wind",2020,134.93079999999998,13.229000000000001]
["Wind",2021,153.345,16.850999999999999]
["Offshore Wind",2014,0,0]
["Offshore Wind",2015,0,0]
["Offshore Wind",2016,0,0]
["Offshore Wind",2017,0,0]
["Offshore Wind",2018,0,0]
["Offshore Wind",2019,0,0]
["Offshore Wind",2020,60.978999999999999,0]
["Offshore Wind",2021,74.656999999999996,2.5459999999999998]
["Storage",2014,0,0]
["Storage",2015,7.30314,0]
["Storage",2016,11.738164999999999,0]
["Storage",2017,18.882354997406008,0]
["Storage",2018,29.033424304529998,0]
["Storage",2019,55.403318999999996,0]
["Storage",2020,92.736350000000002,111.73039]
["Storage",2021,219.64699999999999,207.5617]
["Gas",2014,145.14107999999999,0]
["Gas",2015,163.349278,0]
["Gas",2016,133.37570099999999,0]
["Gas",2017,110.87046797925473,0]
["Gas",2018,85.66826700691,0.34425]
["Gas",2019,76.726334002723704,0.4803]
["Gas",2020,69.828700000000012,4.1929999999999978]
["Gas",2021,72.575500000000005,2.4723999999999999]
["Nuclear",2014,9.9629999999999992,0]
["Nuclear",2015,9.5540000000000003,0]
["Nuclear",2016,2.3601999999999999,0]
["Nuclear",2017,0.82479999999999998,0]
["Nuclear",2018,1.2299,0]
["Nuclear",2019,3.3334999999999999,0]
["Nuclear",2020,3.3823000000000003,0]
["Nuclear",2021,6.3243,0]
["Coal",2014,3.6198000000000001,0]
["Coal",2015,3.661,0]
["Coal",2016,0.875,0]
["Coal",2017,0.193,0]
["Coal",2018,0.81899999999999995,0]
["Coal",2019,0.05,0]
["Coal",2020,0.13069999999999998,0]
["Coal",2021,0.94299999999999995,0]
["Other",2014,25.406389999999995,0]
["Other",2015,13.161852999999999,0]
["Other",2016,10.47223,0]
["Other",2017,6.2334600014305108,0]
["Other",2018,6.58943500072,0]
["Other",2019,4.6476799999046321,0]
["Other",2020,6.2162600000000001,1.696429]
["Other",2021,9.463610000000001,6.1950000000000003]

{"sheet":"Capacity in Queues, Time+Region","index":14,"n_rows":178,"n_cols":8,"rows_kept":178,"cut":false,"hidden":false,"merged":[]}
["Capacity in selected interconnection queues from 2014 to 2021, by resource type and region"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues"]
["Notes: (1) Wind capacity includes onshore and offshore for all years, but offshore is only broken out starting in 2020."]
["(2) Hybrid storage capacity is estimated using storage:generator ratios from projects that provide separate capacity data; storage capacity in hybrids was not estimated for years prior to 2020."]
["(3) Hybrid generator capacity is included in all generator categories."]
[]
["Region","Year","Wind","Offshore Wind","Solar","Gas","Standalone Storage","Hybrid Storage"]
["West non-ISO",2007,34.319000000000003,0,1E-3,5.9619999999999997,0,0]
["West non-ISO",2008,59.54,0,3.3559999999999999,9.5449999999999999,0,0]
["West non-ISO",2009,89.438999999999993,0,14.891999999999999,11.414999999999999,0,0]
["West non-ISO",2010,77.375,0,15.143000000000001,10.598000000000001,0,0]
["West non-ISO",2011,52.302,0,16.29,9.8190000000000008,0,0]
["West non-ISO",2012,39.747999999999998,0,13.541,12.218999999999999,0,0]
["West non-ISO",2013,29.798899999999993,0,17.290599999999998,12.5373,0,0]
["West non-ISO",2014,22.770400000000002,0,14.319599999999998,13.694100000000001,0,0]
["West non-ISO",2015,23.001644999999996,0,14.728292,7.6700460000000001,0.20699999999999999,0]
["West non-ISO",2016,22.530110000000001,0,24.728377000000002,8.2532089999999982,1.4820499999999999,0]
["West non-ISO",2017,37.577870000000004,0,45.52383425,9.4090499999999988,3.95906,0]
["West non-ISO",2018,54.826530000000005,0,73.882704000000004,8.0960999999999999,9.5397999999999996,0]
["West non-ISO",2019,49.967620000000004,0,71.89600999999999,4.4246999999999996,14.8186,0]
["West non-ISO",2020,29.608000000000001,0,81.516800000000003,4.0999999999999996,15.3666,45.45984]
["West non-ISO",2021,49.097699999999996,0,138.90879999999999,6.3253999999999992,34.497800000000005,87.872740000000007]
["Southeast non-ISO",2007,0,0,0,0,0,0]
["Southeast non-ISO",2008,0,0,0,0,0,0]
["Southeast non-ISO",2009,2.1000000000000001E-2,0,0.64300000000000002,13.497,0,0]
["Southeast non-ISO",2010,2.1000000000000001E-2,0,0.65,25.527000000000001,0,0]
["Southeast non-ISO",2011,1.0880000000000001,0,0.67400000000000004,29.661000000000001,0,0]
["Southeast non-ISO",2012,1.042,0,1.351,25.709,0,0]
["Southeast non-ISO",2013,0.86850000000000005,0,2.9275000000000002,21.548999999999999,0,0]
["Southeast non-ISO",2014,0.45,0,4.6304999999999996,18.312999999999999,0,0]
["Southeast non-ISO",2015,0.42005999999999999,0,6.0142600000000002,22.841999999999999,0,0]
["Southeast non-ISO",2016,1.32856,0,21.185382999999998,23.401220000000002,0,0]
["Southeast non-ISO",2017,0.43619999999999998,0,33.528450000000007,26.126519999999996,1.4E-2,0]
["Southeast non-ISO",2018,0.7,0,39.360055000000003,17.423599999999997,0,0]
["Southeast non-ISO",2019,1.486,0,47.007804000000014,34.609199999999994,1.44875,0]
["Southeast non-ISO",2020,2.0710000000000002,0,57.087247400000003,39.19,2.9020000000000001,6.4889999999999999]
["Southeast non-ISO",2021,2.1709999999999998,0,57.691919999999996,24.15,5.0890000000000004,10.516879999999999]
["CAISO",2007,18.545999999999999,0,22.369,29.361000000000001,0,0]
["CAISO",2008,13.2,0,31.2,19.7,0,0]
["CAISO",2009,10.289,0,16.239000000000001,14.32,0,0]
["CAISO",2010,11.37,0,29.875,14.308,0,0]
["CAISO",2011,16.13,0,38.353000000000002,10.539,0,0]
["CAISO",2012,6.7030000000000003,0,26.54,13.101000000000001,0,0]
["CAISO",2013,5.4231000000000007,0,14.3813,13.203700000000001,0,0]
["CAISO",2014,4.2717000000000001,0,14.022920000000001,9.5618300000000005,0,0]
["CAISO",2015,3.4705400000000002,0,19.124880000000005,6.9653120000000008,5.2050000000000001,0]
["CAISO",2016,4.2458000000000009,0,31.5486772,5.6776220000000004,8.6163349999999994,0]
["CAISO",2017,4.4493900000000002,0,31.674938999999998,3.3960100000000004,12.84151,0]
["CAISO",2018,6.7620449999999996,0,37.332681499999993,1.1738,11.7775213,0]
["CAISO",2019,10.147909,0,43.864449400000012,0.158,16.542518000000001,0]
["CAISO",2020,11.045299999999999,2.2120000000000002,47.308999999999997,0.78,22.712,37.338999999999999]
["CAISO",2021,11.327999999999999,6.3819999999999997,74.191999999999993,0.84839999999999993,68.575999999999993,67.370999999999995]
["ERCOT",2007,41.116999999999997,0,0,30.074999999999999,0,0]
["ERCOT",2008,51.6,0,0.95,29.9,0,0]
["ERCOT",2009,45.665999999999997,0,1.0029999999999999,17.696999999999999,0,0]
["ERCOT",2010,37.866999999999997,0,1.2789999999999999,13,0,0]
["ERCOT",2011,31.765999999999998,0,1.2929999999999999,12.083,0,0]
["ERCOT",2012,21.43,0,1.3149999999999999,19.806000000000001,0,0]
["ERCOT",2013,24.265999999999998,0,2.8490000000000002,22.853999999999999,0,0]
["ERCOT",2014,23.931999999999999,0,6.4249999999999998,30.861999999999998,0,0]
["ERCOT",2015,24.094999999999999,0,8.5090000000000003,27.686,0.61399999999999999,0]
["ERCOT",2016,26.731999999999999,0,13.724,18.576000000000001,0.624,0]
["ERCOT",2017,30.198,0,24.123000000000001,13.968999999999999,0.03,0]
["ERCOT",2018,25.3154,0,36.39542999999999,6.5517999999999992,1.0012099999999999,0]
["ERCOT",2019,26.902560000000005,0,53.531729999999982,5.2826000000000004,2.0291899999999998,0]
["ERCOT",2020,17.685020000000002,0,64.913200000000003,4.9349999999999996,12.779,7.6379999999999999]
["ERCOT",2021,15.41412,0,80.567999999999998,8.6880000000000006,28.927,14.198739999999999]
["SPP",2007,20.616,0,0,3.0049999999999999,0,0]
["SPP",2008,47.9,0,7.0000000000000007E-2,4.2,0,0]
["SPP",2009,39.521000000000001,0,8.7999999999999995E-2,4.6529999999999996,0,0]
["SPP",2010,15.978999999999999,0,0.08,2.1800000000000002,0,0]
["SPP",2011,20.027000000000001,0,0.04,0.77800000000000002,0,0]
["SPP",2012,19.245999999999999,0,5.6000000000000001E-2,1.9239999999999999,0,0]
["SPP",2013,15.8216,0,2.5000000000000001E-2,2.3248000000000002,0,0]
["SPP",2014,14.327,0,1.1394000000000002,2.851,0,0]
["SPP",2015,19.962599999999998,0,1.8984799999999999,2.2050000000000001,0.06,0]
["SPP",2016,32.922419999999995,0,3.7737999999999969,0.50700000000000001,4.0189999999999997E-2,0]
["SPP",2017,52.580529999999968,0,17.047299999999989,1.583,0.84143999999999997,0]
["SPP",2018,57.309190000000001,0,25.306266999999998,0.255,2.7984,0]
["SPP",2019,56.990279999999984,0,28.668866999999995,0.29128999999999994,4.2116000000000007,0]
["SPP",2020,45.474299999999992,0,36.260300000000001,5.258,5.734,3.5790000000000002]
["SPP",2021,43.235199999999999,0,42.764000000000003,5.1619999999999999,10.266999999999999,3.2589999999999999]
["MISO",2007,65.778000000000006,0,0,8.4740000000000002,0,0]
["MISO",2008,63.65,0,0,5.7,0,0]
["MISO",2009,61.47,0,0,2.153,0,0]
["MISO",2010,62.362000000000002,0,0,3.8490000000000002,0,0]
["MISO",2011,41.466000000000001,0,0.19,2.8580000000000001,0,0]
["MISO",2012,13.022,0,0,7.7290000000000001,0,0]
["MISO",2013,15.3499,0,0.11,6.2830000000000004,0,0]
["MISO",2014,11.541399999999999,0,1.3784000000000001,18.0654,0,0]
["MISO",2015,19.273400000000006,0,2.4894499999999997,18.6708,0.19713999999999998,0]
["MISO",2016,36.081889999999994,0,9.1808099999999975,15.230450000000001,0.13400000000000001,0]
["MISO",2017,29.25065,0,14.96256,10.88266,0.14000000000000001,0]
["MISO",2018,33.661709999999992,0,34.382629999999999,8.3971,0.21,0]
["MISO",2019,20.749280000000002,0,50.426449999999981,7.7690000000000001,1.0275000000000001,0]
["MISO",2020,19.179599999999997,0,63.552800000000005,5.0350000000000001,2.536,2.6739999999999999]
["MISO",2021,22.316599999999998,0,112.3248,9.9960000000000004,9.0709999999999997,10.308479999999999]
["PJM",2007,35.134999999999998,0,0,17.707999999999998,0,0]
["PJM",2008,42.6,0,5.5E-2,32.1,0,0]
["PJM",2009,41.515000000000001,0,0.65200000000000002,22.123999999999999,0,0]
["PJM",2010,36.936999999999998,0,3.9039999999999999,21.170999999999999,0,0]
["PJM",2011,44.298999999999999,0,3.6219999999999999,58.107999999999997,0,0]
["PJM",2012,18.113,0,1.258,37.741999999999997,0,0]
["PJM",2013,15.77318,0,1.8035999999999999,41.6511,0,0]
["PJM",2014,12.5379,0,2.4319999999999999,41.7836,0,0]
["PJM",2015,11.6257,0,3.4702500000000001,60.598120000000002,0.86599999999999999,0]
["PJM",2016,7.6419499999999987,0,14.710999999999995,48.53361000000001,0.46335000000000004,0]
["PJM",2017,10.961694999999999,0,18.708784999999995,35.536099999999998,0.33310000000000001,0]
["PJM",2018,22.695175000000006,0,30.355095000000009,32.851680000000002,1.081393,0]
["PJM",2019,27.117275000000003,0,56.807195000000021,17.169900000000002,6.1547919999999996,0]
["PJM",2020,13.987299999999999,15.6983,89.12312,10.0121,14.898250000000001,8.0459999999999994]
["PJM",2021,22.368299999999998,16.944299999999998,147.38579999999999,16.519099999999998,41.721150000000002,12.82213]
["NYISO",2007,7.4909999999999997,0,0,8.8840000000000003,0,0]
["NYISO",2008,7.96,0,0,7.54,0,0]
["NYISO",2009,6.984,0,0,6.9909999999999997,0,0]
["NYISO",2010,7.0389999999999997,0,0,4.9829999999999997,0,0]
["NYISO",2011,5.6989999999999998,0,0,6.0579999999999998,0,0]
["NYISO",2012,2.302,0,0,5.4080000000000004,0,0]
["NYISO",2013,2.2170000000000001,0,0,6.2779999999999996,0,0]
["NYISO",2014,2.0077000000000003,0,0.21030000000000001,3.5731999999999999,0,0]
["NYISO",2015,3.4589000000000003,0,0.153,7.5,0.06,0]
["NYISO",2016,4.3433000000000002,0,0.74299999999999999,6.8055000000000012,0.23489999999999997,0]
["NYISO",2017,6.3122000000000007,0,1.9738000000000002,5.5111000000000008,0.23489999999999997,0]
["NYISO",2018,14.912920000000002,0,4.1665000000000001,6.4983900000000006,1.4904000000000002,0]
["NYISO",2019,18.118399999999998,0,10.076549999999997,6.0952999999999999,6.8833690000000001,0]
["NYISO",2020,5.4080000000000004,28.161999999999999,12.269,3.7539999999999996,11.888500000000001,0.26800000000000002]
["NYISO",2021,4.032,36.652000000000001,17.361999999999998,2.4239999999999999,13.7715,0.36612]
["ISO-NE",2007,2.0760000000000001,0,0,10.938000000000001,0,0]
["ISO-NE",2008,5.8,0,0,12,0,0]
["ISO-NE",2009,3.6480000000000001,0,0,6.3929999999999998,0,0]
["ISO-NE",2010,3.92,0,0,6.3150000000000004,0,0]
["ISO-NE",2011,3.077,0,1.6E-2,5.8049999999999997,0,0]
["ISO-NE",2012,2.137,0,1.6E-2,3.67,0,0]
["ISO-NE",2013,2.5057,0,1.5800000000000002E-2,4.7416,0,0]
["ISO-NE",2014,4.0377999999999998,0,6.0000000000000001E-3,6.4369499999999995,0,0]
["ISO-NE",2015,4.282,0,0.43099999999999999,9.2119999999999997,9.4E-2,0]
["ISO-NE",2016,5.8494200000000003,0,0.71496999999999988,6.3910900000000002,0.14334,0]
["ISO-NE",2017,8.4079499704837808,0,0.96668000030517576,4.4570279792547227,0.48834499740600584,0]
["ISO-NE",2018,15.9802199706,0,1.7846799981999999,4.4207970069099991,1.1352000045300001,0]
["ISO-NE",2019,14.251399998664857,0,1.7011800003051758,0.92634400272369388,2.2869999999999999,0]
["ISO-NE",2020,0.22579999999999928,14.907,3.9767000000000006,0.95760000000000001,3.645,0.23699999999999999]
["ISO-NE",2021,0.23280000000000001,17.225000000000001,4.4403999999999995,0.93500000000000005,6.31,0.52760000000000007]
["All Regions",2007,225.078,0,22.37,114.407,0,0]
["All Regions",2008,292.25,0,35.631,120.68500000000002,0,0]
["All Regions",2009,298.553,0,33.517000000000003,99.242999999999995,0,0]
["All Regions",2010,252.86999999999998,0,50.930999999999997,101.93100000000001,0,0]
["All Regions",2011,215.85400000000001,0,60.477999999999994,135.709,0,0]
["All Regions",2012,123.74300000000001,0,44.076999999999998,127.30799999999999,0,0]
["All Regions",2013,112.02387999999999,0,39.402800000000006,131.42250000000001,0,0]
["All Regions",2014,95.875900000000001,0,44.564119999999996,145.14108000000002,0,0]
["All Regions",2015,109.589845,0,56.818612000000002,163.34927799999997,7.3031399999999991,0]
["All Regions",2016,141.67545000000001,0,120.31001719999998,133.37570099999999,11.738165,0]
["All Regions",2017,180.17448497048372,0,188.50934825030518,110.8704679792547,18.882354997406008,0]
["All Regions",2018,232.1631899706,0,282.96604249819995,85.668267006909986,29.03392430453,0]
["All Regions",2019,225.73072399866487,0,363.98023540030516,76.726334002723689,55.403319000000003,0]
["All Regions",2020,144.68431999999996,60.979299999999995,456.00816739999999,74.02170000000001,92.461349999999996,111.73]
["All Regions",2021,170.19570000000002,77.203299999999999,675.63760000000002,75.047900000000013,218.23050000000001,207.24270000000001]

{"sheet":"Wind Capacity in Queues, Region","index":15,"n_rows":38,"n_cols":5,"rows_kept":38,"cut":false,"hidden":false,"merged":[]}
["Wind power capacity in selected interconnection queues at end of 2021, by region"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues"]
[]
[]
[null,"Cumulative","Annual","Cumulative","Annual"]
[null,"Onshore Wind","Onshore Wind","Offshore Wind","Offshore Wind"]
[null,"Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)"]
[null,"end of 2021","added in 2021","end of 2021","added in 2021"]
["CAISO",11328,6541,6382,5353]
["ERCOT",15414.12,1746,0,0]
["ISO-NE",232.8,22,17225,4989]
["MISO",22316.6,7818,0,0]
["NYISO",4032,397,36652,11620]
["PJM",22368.3,9363,16944.3,1798]
["SPP",43235.199999999997,6913,0,0]
["Southeast (non-I",2171,100,0,0]
["West (non-ISO)",49097.7,16218.72,0,0]

{"sheet":"Hybrid Capacity in Queues","index":16,"n_rows":57,"n_cols":22,"rows_kept":57,"cut":false,"hidden":false,"merged":[[4,17,6,17],[4,18,5,21],[45,1,45,3],[45,5,45,7]]}
["Hybrid power plants in selected interconnection queues at end of 2021, including wind and solar hybrid configurations"]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Region","% of Proposed Capacity Hybridizing in Each Region"]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Wind","Solar","Nat. Gas","Battery"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CAISO",{"$f":"G33/(G33+L33)","v":0.41948051948051945},0.95449644166486958,0.15252239509665252,0.50587030767736096]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ERCOT",4.0806740832431562E-2,0.27405421507298183,0.26910681399631675,0.32924049535150007]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"SPP",1.4340167271112429E-2,0.18368253671312318,0,0.24094336832766525]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"MISO",7.9089108555962837E-2,0.26844472458441948,0,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"PJM",5.0619903033632986E-3,0.21439785922388721,3.0267992808324912E-4,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"NYISO",3.3330056041687151E-2,5.8345812694390049E-2,0,{"$f":"J38/(J38+O38)","v":2.5888594164456234E-2}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ISO-NE",0,0.23763624898657781,0,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"West (non-ISO)",0.15069952360293865,0.75270996247536603,0,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Southeast (non-ISO)",0,0.28477124699611317,0,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"TOTAL",7.8403705883717728E-2,0.42265020539781328,3.29442929115938E-2,"n/a"]
[]
[]
[]
[]
["Notes: (1) Hybrid plants involving multiple generator types (e.g., wind+PV+storage, or just wind+PV) show up in all generator categories, presuming the capacity is known"]
["for each generator type. (2) Hybrid storage capacity is estimated using storage:generator ratios from projects that provide separate capacity data. (3) In chart on right, each square"]
["represents one generator type, e.g., wind+solar represents the wind capacity in a wind+solar hybrid, whereas solar+wind can represent the solar capacity in that same hybrid."]
["Source: Berkeley Lab review of interconnection queues"]
[]
[]
["Total capacity in 42 queues at end of 2021",null,null,null,null,"Total capacity in queues at end of 2021, by region"]
[null,null,null,null,null,null,"Hybrid","Hybrid","Hybrid ","Hybrid ","Hybrid","Standalone","Standalone","Standalone","Standalone","Standalone","Standalone","Standalone","Standalone"]
[null,null,null,null,null,null,"Wind","Solar","Nat. Gas","Storage*","Other","Wind","Solar","Nat. Gas","Battery","Other Storage","Coal","Nuclear","Other"]
[null,"Hybrid","Standalone","Hybrid",null,null,"Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)"]
[null,"GW","GW","%",null,null,"end of 2021","end of 2021","end of 2021","end of 2021","end of 2021","end of 2021","end of 2021","end of 2021","end of 2021","end of 2021","end of 2021","end of 2021","end of 2021"]
["Solar",285.55840000000001,390.07920000000001,{"$f":"B33/(B33+C33)","v":0.42265024918684219},null,"CAISO",7429,70816,129.4,67690,1032,10281,3376,719,66119,3874,0,0,954]
["Wind",19.396999999999998,228.00200000000001,{"$f":"B34/(B34+C34)","v":7.8403712221957231E-2},null,"ERCOT",629,22080,2338,14198.74,0,14785.12,58488,6350,28927,0,0,0,200]
["Storage",207.5617,219.64699999999999,{"$f":"B35/(B35+C35)","v":0.48585550809241479},null,"SPP",620,7855,0,3259,5163,42615.199999999997,34909,5162,10267,0,0,0,912]
["Natural Gas",2.4723999999999999,72.575500000000005,{"$f":"B36/(B36+C36)","v":3.2944292911593794E-2},null,"MISO",1765,30153,0,10308.48,0,20551.599999999999,82171.8,9996,8931,140,898,0,648]
["Other",6.1950000000000003,9.463610000000001,{"$f":"B37/(B37+C37)","v":0.39562898622546955},null,"PJM",199,31599.200000000001,5,12822.13,0,39113.599999999999,115786.6,16514.099999999999,41721.15,0,40,145.30000000000001,1275.5999999999999]
[null,null,null,null,null,"NYISO",1356,1013,0,366,0,39328,16349,2424,13771.5,0,0,0,57]
["*Note: Hybrid storage capacity is estimated using",null,null,null,null,"ISO-NE",0,1055.2,0,527.6,0,17457.8,3385.2,935,6310,0,0,37,98.6]
["storage:generator ratios from projects that provide",null,null,null,null,"West (non-ISO)",7399,104558,0,87872.74,0,41698.699999999997,34350.75,6325.4,31811.8,2686,5,600,4839.1099999999997]
["separate capacity data",null,null,null,null,"Southeast (non-ISO)",0,16429,0,10516.88,0,2171,41262.92,24150,5089,0,0,5542,559.29999999999995]
[null,null,null,null,null,"TOTAL",{"$f":"SUM(G33:G41)","v":19397},285558.40000000002,2472.4,207561.57,6195,228002.02000000002,390079.27,72575.5,212947.44999999998,6700,943,6324.3,9543.6099999999988]
[null,null,null,null,null,"*Note: Hybrid storage capacity is estimated using storage:generator ratios from projects that provide separate capacity data"]
[]
["Wind and solar hybrid / co-located capacity in queues at end of 2021, by configuration"]
[null,"Wind Capacity in Hybrids (MW)",null,null,null,"Solar Capacity in Hybrids (MW)"]
[null,"Wind+\nStorage","Wind+\nSolar","Wind+\nSolar+\nStorage",null,"Solar+\nStorage","Solar+\nWind","Solar+\nWind+\nStorage"]
["CAISO",5468,771,0,null,70049,767,0]
["ERCOT",629,0,0,null,22080,0,0]
["SPP",620,0,0,null,7855,0,0]
["MISO",1200,400,165,null,28251,1537,365]
["PJM",0,199,0,null,31560.2,0,0]
["NYISO",0,0,0,null,1013,0,0]
["ISO-NE",0,0,0,null,1055.2,0,0]
["West (non-ISO)",3606,2231,1562,null,102548,760,1250]
["Southeast (non-ISO)",0,0,0,null,16429,0,0]
["Total",{"$f":"SUM(B48:B56)","v":11523},{"$f":"SUM(C48:C56)","v":3601},{"$f":"SUM(D48:D56)","v":1727},null,{"$f":"SUM(F48:F56)","v":280840.40000000002},{"$f":"SUM(G48:G56)","v":3064},{"$f":"SUM(H48:H56)","v":1615}]

{"sheet":"OEM Market Share","index":17,"n_rows":33,"n_cols":18,"rows_kept":33,"cut":false,"hidden":false,"merged":[]}
["Annual U.S. market share of wind turbine manufacturers by MW, 2005–2021"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: ACP"]
[]
["Turbine OEM",2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
["GE Wind",1431,1146,2341.5,3585,3994.5,2543.2000000000003,2006.1,5016.3599999999997,983.6,2912.21,3468.0650000000001,3421.0450000000001,2066.2199999999998,3010.915,4141.51,9069.7099999999991,6362.36]
["Vestas",699.15,439.25,948.35,1120.0350000000001,1488.61,221.1,1969.35,1818.0800000000002,4,584.25,2869.6,3530.4500000000003,2481.0500000000002,2886.25,3002.6499999999996,6023.05,3499.3500000000004]
["Siemens (pre-2017)",0,572.70000000000005,862.5,791.2,1161.5,828,1233.0999999999999,2637.93,87.31,1240.6279999999999,1218.924,829.12699999999995]
["Gamesa (pre-2017)",50,74,494,616,600,566,154,1341.1,0,22.85,401.85,318.39999999999998]
["SGRE",null,null,null,null,null,null,null,null,null,null,null,null,1625.1750000000002,629.6,1424.1550000000002,1467.04,1787.645]
["Acciona (pre-2016)",0,0,0,409.5,204,99,0,195,0,0,465]
["Nordex (pre-2016)",0,0,2.5,0,62.5,20,287.5,275.10000000000002,0,90.4,137.5]
["Nordex Acciona",null,null,null,null,null,null,null,null,null,null,null,93,806.32500000000005,866.4,548.83500000000004,451.2,1764.675]
["Goldwind",0,0,0,0,4.5,0,4.5,157.5,0,0,7.5,1.5,6,171.07,14,201.6,0]
["Other",194.26499999999987,221.5,603.64999999999964,1840.6999999999998,2489.5830000000014,942.6899999999996,1165.4800000000014,1694.6000000000004,12.424999999999955,1.5,21.5,15,31.75,24.150000000000908,0.9,0,0]

{"sheet":"Manufacturing Facilities","index":18,"n_rows":22,"n_cols":1,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
["Location of wind turbine and component manufacturing facilities"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: ACP"]

{"sheet":"Manufacturing Capability","index":19,"n_rows":29,"n_cols":22,"rows_kept":29,"cut":false,"hidden":false,"merged":[]}
["Domestic wind manufacturing capability vs. U.S. wind power capacity installations"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, independent analyst projections, Berkeley Lab"]
["Note: Actual nacelle assembly, tower production, and blades production would be expected to be below maximum production capacity. "]
[]
["GW",2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,"2022e","2023e","2024e","2025e","2026e"]
["Actual wind capacity additions",2.4660000000000002,5.2530000000000001,8.3699999999999992,9.9969999999999999,5.218,6.6040000000000001,13.34,1.087,4.8570000000000002,8.5990000000000002,8.2329999999999988,7.0170000000000003,7.5880000000000001,9.1319999999999997,17.213000000000001,13.413]
["Average forecast capacity additions",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10.843318,7.0886871391324586,9.4518238991460226,12.958762990187264,11.467158740435481]
["Nacelle manufacturing capacity",1.325,2.8250000000000002,6.335,5.923,7.4249999999999998,11.885375,13.4,12.9,11.4,10.199999999999999,11.7,11.7,15,15,15,12.3]
["Tower production capacity",null,null,null,null,null,null,7.396649866587607,8.0587931034482772,7.2356005355521935,6.2467346654275095,6.785569852941177,7.4298027796161499,8.8695000000000004,9.2892499999999991,10.199999999999999,9.1999999999999993]
["Blade production capacity ",null,null,null,null,null,null,8.110361695819746,6.8655919540229888,7.0129493556836033,6.9918680297397771,8.1139618347338924,8.9467208471211119,9.234,9.6709999999999994,9.18,4.5999999999999996]

{"sheet":"OEM Profitability","index":20,"n_rows":35,"n_cols":16,"rows_kept":35,"cut":false,"hidden":false,"merged":[]}
["Turbine OEM global profitability over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: OEM annual reports and financial statements",null,null,null,null,null,null,null,null,null,"Sources: OEM annual reports and financial statements"]
[]
[]
["EBITDA",2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
["Gamesa/SGRE",0.13640098603122433,0.13813042081593319,0.12886008387342737,0.11826086956521739,6.5290806754221387E-2,0.12328767123287671,0.12859445209803955,0.14841021267754284,0.16497029488291412,9.3305363006202111E-2,9.3836272367234824E-2,8.7905606392722546E-2,-1.191606031846462E-2,2.3044145325990327E-2,"Gamesa in 2016 and earlier, SGRE in 2017 and after"]
["Vestas",0.1268631436314363,9.2341012010238241E-2,9.8843930635838156E-2,5.226182316655243E-2,4.1435698447893569E-2,8.7113740959894811E-2,0.14138929088277857,0.14935296212750801,0.17837257008889323,0.16587963428112126,0.1360765739096112,0.128,9.3258654430123489E-2,8.4108551998460249E-2]
["Nordex",6.9472571982037518E-2,4.8951640175853905E-2,6.4403292181069965E-2,-2.1720243266724589E-3,7.6257788524132794E-3,5.8490170013293222E-2,6.9760737964831357E-2,7.5058639562157942E-2,8.4094256259204719E-2,6.5208915459094144E-2,4.1356593875808229E-2,3.7691043049381964E-2,2.0212011095103965E-2,9.6803820720058782E-3]
["Goldwind",0.1971326164874552,0.19207903619789238,0.16813082011438857,7.8967181641223683E-2,3.1386131186967287E-2,5.7344640643345823E-2,0.14113067268755491,0.12273816409154754,0.1680697314713456,0.18179820578687098,0.16931434139549462,0.10517021595928319,8.8357020727470981E-2,0.12474153335089787]
[]
[]
["EBIT",2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
["Gamesa/SGRE",5.7518488085456038E-2,7.2277545775778995E-2,4.8417842165459399E-2,4.0347826086956522E-2,8.2551594746716698E-3,5.5222602739726026E-2,6.7108033745151799E-2,8.3908851013841532E-2,0.10320901994796183,7.0594673476833278E-2,7.5967916764595481E-2,7.0891618058647216E-2,-2.4570283665506697E-2,-9.4137785161492391E-3,"Gamesa in 2016 and earlier, SGRE in 2017 and after"]
["Vestas",0.10399728997289973,4.9419177003347116E-2,4.4797687861271675E-2,-1.028101439342015E-2,-9.6590909090909088E-2,1.6765285996055226E-2,8.7843704775687412E-2,0.1075626261427045,0.13881019830028329,0.1235808299005325,9.0882178804026048E-2,8.3000000000000004E-2,4.7101693771509551E-2,2.0658240841727082E-2]
["Nordex",5.2945625682830483E-2,3.4958923265163429E-2,3.9785693025101695E-2,-3.2038834951456312E-2,-5.550004541738577E-2,2.9488118218731277E-2,4.4840471399827539E-2,5.2232937378419768E-2,4.9655416151263468E-2,1.3877342201189486E-2,-2.2918516639181361E-2,-5.0627679909076824E-3,-1.4221608560579909E-2,-2.1240374527386821E-2]
["Goldwind",0.18528907589216145,0.18437895074347221,0.1585624450506124,6.3556279922263856E-2,1.0486037948045271E-2,3.8374531822922477E-2,0.11642118318170429,0.10448881622253006,0.13274846553198891,0.13678012769697129,0.12102080610746851,6.1599856698594885E-2,5.2470097198853267E-2,7.7925258725495106E-2]

{"sheet":"Wind Equip Imports over Time","index":21,"n_rows":42,"n_cols":7,"rows_kept":42,"cut":false,"hidden":false,"merged":[[23,2,23,6],[24,1,25,1]]}
["Estimated imports of wind-powered generating sets, nacelles, towers, generators and generator parts, and blades and hubs"]
[]
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[]
["Note: Wind-related trade codes and definitions are not consistent over the full time period.  "]
["Source: Berkeley Lab analysis of data from USA Trade Online, https://usatrade.census.gov"]
[]
[null,null,"Billion US$2021"]
[null,"Annual Capacity Additions (GW)","Wind-powered generating sets and parts, including nacelles","Wind towers","Other wind-related equipment","Wind generators and generator parts","Wind blades and hubs"]
[null,null,"(estimated for 2014−2019)"," (estimated for 2006−2010)"," (estimated for 2006−2011)"," (2012-2021)"," (2012−2021)"]
[2006,2.4660000000000002,1.627,0.27800000000000002,0.68,"na","na"]
[2007,5.2530000000000001,3.1080000000000001,0.65700000000000003,1.3620000000000001,"na","na"]
[2008,8.3699999999999992,3.157,1.216,2.0030000000000001,"na","na"]
[2009,9.9969999999999999,2.8730000000000002,0.75900000000000001,1.306,"na","na"]
[2010,5.218,1.518,0.49,0.95099999999999996,"na","na"]
[2011,6.6040000000000001,1.486,0.53,1.214,"na","na"]
[2012,13.34,1.151,0.97299999999999998,"na",0.53800000000000003,1.0529999999999999]
[2013,1.087,2.7E-2,0.115,"na",0.23200000000000001,0.318]
[2014,4.8570000000000002,0.47599999999999998,0.28100000000000003,"na",0.38200000000000001,0.55800000000000005]
[2015,8.5990000000000002,0.6,0.33500000000000002,"na",0.39500000000000002,0.93200000000000005]
[2016,8.2329999999999988,0.74299999999999999,0.33800000000000002,"na",0.38900000000000001,1.0209999999999999]
[2017,7.0170000000000003,0.83099999999999996,0.246,"na",0.32600000000000001,1.0860000000000001]
[2018,7.5880000000000001,0.58199999999999996,0.216,"na",0.34300000000000003,1.0449999999999999]
[2019,9.1319999999999997,0.38300000000000001,0.48399999999999999,"na",0.28999999999999998,1.9179999999999999]
[2020,17.213000000000001,1.161,0.77200000000000002,"na",0.222,2.7229999999999999]
[2021,13.413,0.45300000000000001,0.47799999999999998,"na",0.19700000000000001,1.9359999999999999]

{"sheet":"Wind Equip Imports by Country","index":22,"n_rows":67,"n_cols":8,"rows_kept":67,"cut":false,"hidden":false,"merged":[[25,0,25,1],[25,3,25,4],[25,6,25,7]]}
["Summary map of tracked wind-specific imports into the United States in 2021: top-10 countries of origin and states of entry (million 2021$)"]
["(wind-powered generating sets and parts, towers, generators and generator parts, blades and hubs, and nacelles)"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
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[]
["Notes: Line widths are proportional to amount of imports, by country. Figure does not intend to depict the destination of these imports, by state."]
["Source: Berkeley Lab analysis of data from USA Trade Online, https://usatrade.census.gov"]
[]
["Total wind-specific exports to U.S.\n(million 2021 US$)",null,null,"Total wind-specific imports by U.S. districts of entry\n(million 2021 US$)",null,null,"Total wind-specific imports by U.S. state\n(million 2021 US$)"]
["Mexico",587.33699999999999,null,"Houston-Galveston, TX",1556.92,null,"TX",2171.8325289999998]
["Spain",527.66899999999998,null,"Laredo, TX",318.27999999999997,null,"IL",150.11039199999999]
["India",455.38299999999998,null,"El Paso, TX",262.93700000000001,null,"MI",141.80604099999999]
["Brazil",272.42899999999997,null,"Chicago, IL",150.11000000000001,null,"LA",133.40273400000001]
["Canada",192.50899999999999,null,"Detroit, MI",141.80600000000001,null,"FL",128.395184]
["Denmark",157.84299999999999,null,"New Orleans, LA",133.40299999999999,null,"AL",76.910991999999993]
["China",152.161,null,"Tampa, FL",127.667,null,"OR",59.793064999999999]
["Malaysia",149.911,null,"Mobile, AL",76.911000000000001,null,"MT",42.454678999999999]
["Korea, South",130.59899999999999,null,"Columbia-Snake, OR",59.792999999999999,null,"MD",38.491942999999999]
["Vietnam",128.595,null,"Great Falls, MT",42.454999999999998,null,"OH",21.601800999999998]
["Germany",102.33199999999999,null,"Baltimore, MD",38.491999999999997,null,"PR",19.303018000000002]
["Belgium",47.128,null,"Port Arthur, TX",31.116,null,"CA",29.024972000000002]
["Turkey",46.137,null,"Cleveland, OH",21.602,null,"NY",18.185925999999998]
["Indonesia",39.067,null,"San Juan, PR",19.303000000000001,null,"ME",7.0937150000000004]
["Argentina",16.649999999999999,null,"San Diego, CA",18.634,null,"MN",6.6484310000000004]
["Italy",15.971,null,"New York City, NY",12.071999999999999,null,"MA",2.4653269999999998]
["Serbia",8.7349999999999994,null,"Los Angeles, CA",10.128,null,"SC",2.362727]
["Portugal",6.8460000000000001,null,"Portland, ME",7.0940000000000003,null,"WA",2.3062]
["France",4.6429999999999998,null,"Minneapolis, MN",5.2919999999999998,null,"MO",2.2815949999999998]
["Japan",3.3050000000000002,null,"Buffalo, NY",4.7160000000000002,null,"VA",2.2126000000000001]
["Morocco",3.2719999999999998,null,"Dallas-Fort Worth, TX",2.5790000000000002,null,"RI",2.1753840000000002]
["United Kingdom",2.58,null,"Boston, MA",2.4649999999999999,null,"GA",2.0843310000000002]
["Taiwan",2.3340000000000001,null,"Charleston, SC",2.363,null,"ND",1.7873509999999999]
["Hungary",2.2290000000000001,null,"Seattle, WA",2.306,null,"NC",0.72414699999999999]
["Austria",2.0739999999999998,null,"St. Louis, MO",2.282,null,"PA",0.273198]
["Switzerland",2.0070000000000001,null,"Norfolk, VA",2.2130000000000001,null,"VT",0.209283]
["Other",4.4320000000000004,null,"Providence, RI",2.1749999999999998,null,"AK",0.11353000000000001]
[null,null,null,"Savannah, GA",2.0840000000000001,null,"WI",9.1744999999999993E-2]
[null,null,null,"Pembina, ND",1.7869999999999999,null,"DC",2.6155000000000001E-2]
[null,null,null,"Ogdensburg, NY",1.3979999999999999,null,"AZ",6.6010000000000001E-3]
[null,null,null,"Duluth, MN",1.3560000000000001,null,"HI",2.2439999999999999E-3]
[null,null,null,"Miami, FL",0.72799999999999998]
[null,null,null,"Wilmington, NC",0.72399999999999998]
[null,null,null,"Philadelphia, PA",0.27300000000000002]
[null,null,null,"San Francisco, CA",0.26300000000000001]
[null,null,null,"St. Albans, VT",0.20899999999999999]
[null,null,null,"Anchorage, AK",0.114]
[null,null,null,"Milwaukee, WI",9.1999999999999998E-2]
[null,null,null,"Washington, DC",2.5999999999999999E-2]
[null,null,null,"Nogales, AZ",7.0000000000000001E-3]
[null,null,null,"Honolulu, HI",2E-3]

{"sheet":"Equip Import by Component","index":23,"n_rows":78,"n_cols":19,"rows_kept":78,"cut":false,"hidden":false,"merged":[[71,2,71,3],[71,4,71,5],[71,6,71,7],[71,8,71,9]]}
["Origins of U.S. imports of selected wind turbine equipment"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
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[]
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[]
[]
[]
["Source: Berkeley Lab analysis of data from USA Trade Online, https://usatrade.census.gov"]
[]
["Wind-powered generating sets and nacelles (nacelles for 2020-present only)"]
[null,null,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
[null,"Europe",0.84404924869476472,0.73291908317657339,0.72744797064543554,0.76926359914295317,0.62804235584685808,0.75601836593150784,0.95694338952824887,0.67216293340362321,0.54018132486473514,0.71779257002231822,0.87295136255445716,0.6729313165344204,0.7242169278496261,0.98187951061998235,0.74714532140399448,0.42036861152182803,0.71182489213466438]
[null,"Asia",0.15562378015496148,0.26620006247767075,0.27195955408383177,0.22959268535123273,0.36375931036379505,0.2367757867404118,3.3951925134638315E-2,0.31503582491431092,0.43366913017036746,0.27558257334290576,0.12202259288670995,0.30124185625331357,0.25633386224591959,5.0480465425171142E-3,0.20548476390037976,0.46207999558007273,0.11383816026065569]
[null,"South America",0,0,0,1.9136404248017657E-6,0,1.2790025923003626E-3,1.8878234901877042E-4,6.4001734024055424E-3,0,0,0,2.2235066144820244E-3,1.3849476640588417E-2,1.4212537763802222E-3,2.6965934308093189E-3,0.11214462220775419,0.16644766083681356]
[null,"North America",3.1647350273239679E-4,8.7917351516342279E-4,5.9247527073274652E-4,1.0250666100756415E-3,8.0883693882877038E-3,5.8621862685641441E-3,8.8578993346022303E-3,6.3909529889949459E-3,2.6149544964897454E-2,6.6248566347759134E-3,5.0260445588329612E-3,2.3603320597783889E-2,5.5997332638658944E-3,1.1651189061120126E-2,4.4673321264816636E-2,5.4008079806285008E-3,7.8791373943289146E-3]
[null,"Other",1.0497647541352073E-5,1.680830592487581E-6,0,1.1673525531363804E-4,1.0996440105914829E-4,6.4658467215816806E-5,5.8003653491844887E-5,1.011529066541339E-5,0,0,0,0,0,0,0,5.9627097165337872E-6,1.0149373537493567E-5]
[null,"Total Imports (Billion US$2021)",0.66900000000000004,1.627,3.1080000000000001,3.157,2.8730000000000002,1.518,1.486,1.151,2.7E-2,0.28999999999999998,0.25900000000000001,0.14399999999999999,0.23100000000000001,0.215,8.7999999999999995E-2,1.161,0.45300000000000001]
[]
["Wind Towers"]
[null,null,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
[null,"Asia",0.80485811672962215,0.8116950503463215,0.60956102184895777,0.5630347861398749,0.3924022454108051,0.51531002012774296,0.30090768668627793,0.56320787030651409,0.77203769538332345,0.4807871282426775,0.61560224238549266]
[null,"North America",0.16815894601402079,0.13062344116425484,0.36295645400905818,0.17052781232797054,0.3679983330510066,0.16879075553514605,0.35076885840322281,0.31123592856578886,0.16499797271319155,0.28934900465066754,0.30257408004005876]
[null,"Europe",2.6982937256356993E-2,5.0860040219523291E-2,2.5756414091990261E-2,0.2503306405107697,0.23959942153818831,0.31589922433711098,0.34832345491049915,0.12555620112769703,6.1093751742730414E-2,0.19469956945474298,4.676479839778256E-2]
[null,"South America",0,4.566471102522271E-3,1.6900172017906227E-3,1.6106761021385037E-2,0,0,0,0,1.870580160754591E-3,2.1596236093812178E-2,3.5058879176665989E-2]
[null,"Other",0,2.2549971673780922E-3,3.6092848203161942E-5,0,0,0,0,0,0,1.3568061558099753E-2,0]
[null,"Total Imports (Billion US$2021)",0.53,0.97299999999999998,0.115,0.28100000000000003,0.33500000000000002,0.33800000000000002,0.246,0.216,0.48399999999999999,0.77200000000000002,0.47799999999999998]
[]
["Wind blades and hubs"]
[null,null,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
[null,"Asia",0.23177699752015346,0.25764934769674008,0.38530746794425985,0.44567381715694521,0.59648375639378604,0.68173017487090071,0.60918653655504085,0.46505321967728114,0.42621107609689196,0.35040392916215773]
[null,"Europe",0.26357193856866051,7.5028819808932903E-2,0.24485096312025426,0.35550445169694239,0.226478372707166,0.21433841399537093,0.22568184851009193,0.20194752303426056,0.26313283495570111,0.22161129322596435]
[null,"South America",0.48401432105032305,0.66123673731248078,0.36862853649362715,0.19785946744551181,0.17141542548016062,8.5583434983575925E-3,6.9749488073599375E-2,0.14301825088016284,9.2317607368187671E-2,0.10166286879704087]
[null,"North America",2.0617907930582057E-2,6.0598916230892291E-3,1.2001519775806154E-3,9.6226370060057949E-4,5.6224454188873261E-3,9.5364672003292683E-2,9.5379924566337052E-2,0.18998100640829549,0.21580414495073846,0.32463199978317814]
[null,"Other",0,0,0,0,0,0,0,0,0,3.0000000000000001E-3]
[null,"Total Imports (Billion US$2021)",1.0529999999999999,0.318,0.55800000000000005,0.93200000000000005,1.0209999999999999,1.0860000000000001,1.0449999999999999,1.9179999999999999,2.7229999999999999,1.9359999999999999]
[]
["Wind generators and generator parts"]
[null,null,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
[null,"Asia",0.46525018536456003,0.64737767695066473,0.46081485700180586,0.41472828018851254,0.28478229417897055,0.26621186318964968,0.29681709692362135,0.43998501141052193,0.33207681913423348,0.42791138067913159]
[null,"Europe",0.29747099781915387,0.30237376360059193,0.44845256259914806,0.28271428016647832,0.40236740063553478,0.26693586844996725,0.14814282499345002,0.54146215492511418,0.65242026950008369,0.55550677084473987]
[null,"North America",0.23374027293414032,4.8674257568322207E-2,9.0048726334630319E-2,0.30063250746034476,0.31120344489765117,0.46679838956252834,0.55330344494857531,1.8392003931414595E-2,1.4634437600351007E-2,1.5826972477411216E-2]
[null,"Other",3.5385438821456949E-3,1.5743018804211806E-3,6.8385406441573426E-4,1.9249321846643852E-3,1.6468602878435545E-3,5.387879785478944E-5,1.7366331343533492E-3,1.6082973294928582E-4,8.6847376533183418E-4,7.5487599871726374E-4]
[null,"Total Imports (Billion US$2021)",0.53800000000000003,0.23200000000000001,0.38200000000000001,0.39500000000000002,0.38900000000000001,0.32600000000000001,0.34300000000000003,0.28999999999999998,0.222,0.19700000000000001]
[]
[]
["Top 5 import countries for 2021"]
[null,null,"Wind-powered generating sets and nacelles",null,"Towers",null,"Wind blades and hubs",null,"Wind generators and generator parts"]
[null,null,"country","import percentage","country","import percentage","country","import percentage","country","import percentage"]
[null,1,"Spain",0.34467729696165,"Malaysia",0.31338986777602212,"Mexico",0.27791797455961709,"Vietnam",0.39208817053338668]
[null,2,"Brazil",0.16639099644307703,"Canada",0.20759912512088646,"India",0.20872254672242774,"Spain",0.29501021220286716]
[null,3,"Denmark",0.14922799981635812,"S. Korea",0.12841892223925372,"Spain",0.15239426016435106,"Germany",0.16441312618181636]
[null,4,"Belgium",0.10394963886146058,"Mexico",9.4974954919172322E-2,"Brazil",0.10166286879704087,"Serbia",4.4405965713490453E-2]
[null,5,"Germany",0.10334223195102926,"India",8.4341213776908522E-2,"China",5.9967523308882144E-2,"China",1.9845292970684578E-2]

{"sheet":"Domestic Content","index":24,"n_rows":27,"n_cols":4,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
["Approximate domestic content of major components in 2021"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab"]
["Note: Figure reflects estimated percentage of blades, towers, and nacelles that were installed in the U.S. in 2021 that were also manufactured / assembled domestically.\n"]
[]
[]
[]
[]
["Component","low end","high end","diff"]
["Blades and Hubs",0.15,0.25,{"$f":"C25-B25","v":0.1}]
["Wind Towers",0.55000000000000004,0.7,{"$f":"C26-B26","v":0.14999999999999991}]
["Nacelle Assembly",0.85,1,{"$f":"C27-B27","v":0.15000000000000002}]

{"sheet":"Capacity by Owner","index":25,"n_rows":53,"n_cols":9,"rows_kept":53,"cut":false,"hidden":false,"merged":[[24,0,25,0],[24,1,24,4],[24,5,24,8]]}
["Cumulative and 2021 wind power capacity categorized by owner type"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab estimates based on ACP"]
[]
[]
[]
["Through Year","GW",null,null,null,"Percent of Total"]
[null,"IOU","POU","IPP","Other","IOU","POU","IPP","Other"]
[1998,7.2499999999981806E-3,8.404999999999746E-3,1.4848960000000224,2.4750000000008186E-3,4.8236025191833532E-3,5.5920522998269004E-3,0.98793766707961228,1.6466781013773437E-3]
[1999,7.9735999999998183E-2,2.2158999999999741E-2,2.2822760000000226,4.125000000000819E-3,3.3386146440808624E-2,9.2781631757535687E-3,0.95560851753719067,1.7271728462471914E-3]
[2000,7.9735999999998183E-2,2.5558999999999742E-2,2.3495060000000225,4.3500000000008185E-3,3.2424198432710112E-2,1.0393424397281631E-2,0.9554134739997675,1.7689031702407786E-3]
[2001,9.1855999999998189E-2,3.5988999999999743E-2,4.0134460000000223,8.3160000000008193E-3,2.2136072162977777E-2,8.672869503063679E-3,0.96718701313160549,2.0040452023530847E-3]
[2002,9.1855999999998189E-2,0.10178899999999975,4.344346000000022,2.2224000000000819E-2,2.0142909928588405E-2,2.2321096702677241E-2,0.95266253893730934,4.8734544314249914E-3]
[2003,9.1855999999998189E-2,0.13485899999999976,5.908416000000023,8.9940000000000825E-2,1.4755815636479947E-2,2.1663849295855304E-2,0.94913230708533314,1.4448027982331527E-2]
[2004,0.25235599999999819,0.15508699999999975,6.0916260000000229,0.12240000000000083,3.8111784560193117E-2,2.3421841890371949E-2,0.9199810495223949,1.8485324027039986E-2]
[2005,0.60175599999999818,0.22039699999999976,8.0283260000000229,0.14540500000000084,6.689236988827299E-2,2.4499760112513595E-2,0.89244436677929639,1.6163503219917073E-2]
[2006,1.1903559999999982,0.24641199999999974,9.7722660000000232,0.24030000000000082,0.10396727006129754,2.1521950534415302E-2,0.85352265904724278,2.0988120357044379E-2]
[2007,1.7176559999999981,0.51411199999999979,14.176816000000024,0.29325000000000079,0.10284235850984962,3.0781769235641972E-2,0.84881792023558633,1.7557952018922018E-2]
[2008,3.2059059999999979,0.55101199999999972,20.833616000000024,0.47373500000000079,0.12790742071911193,2.1983964503413174E-2,0.83120780422521012,1.8900810552264672E-2]
[2009,4.2632559999999975,1.0662119999999997,29.081026000000023,0.65896800000000078,0.12156605082792529,3.0402861612191228E-2,0.82924072231276325,1.879036524712014E-2]
[2010,4.8648559999999978,1.2216319999999998,33.446576000000022,0.75638800000000062,0.12074763389683224,3.0321385359125739E-2,0.83015713393172996,1.8773846812312072E-2]
[2011,6.3566559999999983,1.425532,38.412026000000026,0.9147880000000006,0.1349350597577931,3.026028868113146E-2,0.81538611240373982,1.9418539157335581E-2]
[2012,7.484805999999999,1.6442319999999999,49.969766000000035,1.1458680000000006,0.12424013197382823,2.7292571200321233E-2,0.82944705882040493,1.9020238005445524E-2]
[2013,7.5294559999999979,1.6460319999999999,50.999966000000029,1.1565530000000006,0.12276552436968179,2.6838058633887506E-2,0.83153916681709117,1.8857250179339476E-2]
[2014,8.8102640000000001,1.6460319999999999,54.572396000000033,1.1571530000000005,0.13311402158573327,2.4869849436839543E-2,0.82453273808017424,1.748339089725303E-2]
[2015,9.8493639999999996,1.6460319999999999,61.862286000000026,1.4227030000000005,0.13171052810172074,2.2011547546860043E-2,0.82725284177127478,1.9025082580144514E-2]
[2016,10.866830999999999,1.6460319999999999,69.00446100000002,1.4656830000000005,0.1309524852479737,1.983577191894239E-2,0.83154929538766909,1.7662447445414942E-2]
[2017,11.481431000000001,1.6460319999999999,75.404131000000021,1.4679330000000004,0.12757212601795115,1.8289340565089851E-2,0.83782808102980355,1.6310452387155321E-2]
[2018,12.989955999999992,1.6484320000000001,81.477271000000073,1.4722530000000005,0.13311029751307707,1.6891764217683018E-2,0.8349115103518151,1.5086427917424851E-2]
[2019,15.482115999999992,1.653932,88.106661000000059,1.4772530000000004,0.14507235300552285,1.5497869086572568E-2,0.82558744726689481,1.3842330641009783E-2]
[2020,20.311090999999994,1.653932,100.49028600000007,1.4772530000000004,0.16388825238681004,1.3345419261162367E-2,0.81084651505873029,1.1919813293297363E-2]
[2021,23.728950999999995,1.653932,110.48555600000007,1.4772530000000004,0.17276807633689728,1.2042110501725814E-2,0.80443408447059273,1.0755728690784125E-2]
[]
["Latest-year annual data (MW):",null,null,null,null,"Pecent of total"]
[2021,3417.86,0,9995.2700000000023,0,0.25481449892754332,0,0.74518550107245662,0]

{"sheet":"Capacity by Offtake","index":26,"n_rows":53,"n_cols":15,"rows_kept":53,"cut":false,"hidden":false,"merged":[[24,0,25,0],[24,1,24,7],[24,8,24,14]]}
["Cumulative and 2021 wind power capacity categorized by power off-take arrangement"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab estimates based on ACP"]
[]
[]
[]
["Through Year","GW",null,null,null,null,null,null,"Percent of Total"]
[null,"IOU","POU","Undisclosed","Power Marketer","Retail","On-Site","Merchant/Quasi-Merchant","IOU","POU","Undisclosed","Power Marketer","Retail","On-Site","Merchant/Quasi-Merchant"]
[1998,1.4522459999999919,4.8554999999996656E-2,0,0,0,2.2249999999999089E-3,0,0.96621482263114755,3.2304830388826963E-2,0,0,0,1.4803469800255791E-3,0]
[1999,2.2918119999999922,9.3208999999996656E-2,0,0,0,3.2749999999999091E-3,0,0.95960132244914487,3.9027406988077308E-2,0,0,0,1.3712705627777814E-3,0]
[2000,2.3202919999999922,0.11340899999999665,0,1.04E-2,0,3.499999999999909E-3,1.1550000000000001E-2,0.94353376429507685,4.6117135547998941E-2,0,4.2291018322990516E-3,0,1.4232554243313747E-3,4.6967429002936593E-3]
[2001,2.808391999999992,0.46063899999999663,0,0.83455999999999997,0,4.4659999999999084E-3,4.1549999999999997E-2,0.67678505458468718,0.11100786170834924,0,0.20111784079793638,0,1.0762464975598704E-3,1.0012996411467428E-2]
[2002,2.9803739687291175,0.59255703127087123,0,0.94016,0,5.5739999999999089E-3,4.1549999999999997E-2,0.65355996783685089,0.12994059079909009,0,0.20616571806373216,0,1.2223107901710604E-3,9.1114125101557936E-3]
[2003,3.7789099687291179,0.85702703127087121,0,1.5411599999999999,0,6.4239999999999089E-3,4.1549999999999997E-2,0.60704688648998939,0.13767345485230173,0,0.24757307988937036,0,1.0319561013842123E-3,6.6746226669543319E-3]
[2004,4.1274199687291171,0.90330503127087125,0,1.5411599999999999,0,8.0339999999999075E-3,4.1549999999999997E-2,0.62333901566693506,0.13642063887497968,0,0.23275197694046482,0,1.2133259251081478E-3,6.2750425925123376E-3]
[2005,5.4794899687291183,1.3312650312708714,0,1.8657599999999999,0,2.0868999999999908E-2,0.29849999999999999,0.60911078541354302,0.14798601574574249,0,0.20740151829436684,0,2.3198387173511722E-3,3.31818418289965E-2]
[2006,6.6245299687291181,1.6679800312708712,0,2.0399599999999998,0,2.4063999999999908E-2,1.0928,0.57859522385573903,0.14568358572392706,0,0.17817280900356314,0,2.1017816407487046E-3,9.544659977602199E-2]
[2007,9.077379968729117,2.5869800312708713,0,3.0918599999999996,0,2.8813999999999909E-2,1.9168000000000001,0.54349599982427821,0.15489197361624318,0,0.18512098731193244,0,1.7251997594994615E-3,0.11476583948804674]
[2008,11.836279968729119,4.3537300312708709,0,3.6927599999999998,0,7.6598999999999903E-2,5.1049000000000007,0.47223719026990663,0.17370265341753521,0,0.14733164569850415,0,3.0561034913884752E-3,0.20367240712266543]
[2009,15.391579968729118,6.8504800312708722,0,3.9553599999999998,0.20399999999999999,0.12988199999999994,8.5381599999999995,0.43888839722517342,0.19534032290745934,0,0.11278644651007196,5.817026791001244E-3,3.7035640866118786E-3,0.24346424247968226]
[2010,17.552629968729118,8.4633500312708705,0,4.2541599999999997,0.21675,0.14785199999999998,9.6547099999999997,0.43566315989428506,0.21006366706776933,0,0.10558991966433301,5.37982000847269E-3,3.6697446269559589E-3,0.23963368873818394]
[2011,21.813729968729117,9.4025500312708719,0,4.6066599999999998,0.36354999999999998,0.18645199999999998,10.73606,0.46304801720760552,0.19959136538852754,0,9.7787255183202582E-2,7.7172086982441289E-3,3.9578847371888716E-3,0.22789826878523137]
[2012,29.230756968729114,12.374290031270872,0,4.7441599999999999,0.43275000000000002,0.28330199999999994,13.179413,0.48520069905483298,0.2054005710458657,0,7.8748208638267661E-2,7.1832078362050033E-3,4.7025237352109747E-3,0.21876478968961777]
[2013,29.921616968729115,12.483590031270872,0,4.7441599999999999,0.43275000000000002,0.29738699999999996,13.452503,0.4878630006144935,0.20354119556646619,0,7.7352107521933874E-2,7.0558591046922707E-3,4.8488059423850262E-3,0.21933903125002907]
[2014,32.418564968729115,13.20392003127087,0,4.7441599999999999,0.43275000000000002,0.32063699999999995,15.065813,0.48981115174595297,0.19949764230207945,0,7.1679374947921273E-2,6.5384071171109186E-3,4.8444950729268476E-3,0.22762892881400854]
[2015,35.621264968729115,15.199630031270869,0,4.7741600000000002,1.2765250000000001,0.32318699999999995,17.585628,0.47634496940981819,0.20325688345549489,0,6.3842401474343655E-2,1.7070316357649627E-2,4.3218145611560359E-3,0.23516361474153757]
[2016,37.904616968729108,17.213480031270869,0,4.8549600000000002,3.2816350000000001,0.32647699999999996,19.401848000000001,0.45677559504409343,0.20743376962627033,0,5.8505465039912948E-2,3.9545862739601298E-2,3.9342628383829438E-3,0.2338050447117391]
[2017,39.800966968729128,18.45576003127087,0.37330000000000002,5.2561599999999995,4.9783525000000006,0.33242699999999997,20.802570500000002,0.44223524137384312,0.20506505529323857,4.1477991158998962E-3,5.8402078224024635E-2,5.5315312344329064E-2,3.6936523351225681E-3,0.23114086131354211]
[2018,42.416521968729121,19.378655031270871,0.62497000000000003,5.4676599999999995,6.7724425000000013,0.34932699999999994,22.578345500000005,0.43464929982553707,0.19857636717862351,6.4041736640319084E-3,5.6028040027330431E-2,6.9398367761125207E-2,3.5796130590832744E-3,0.23136413848426865]
[2019,45.605256968729122,20.466250031270871,0.62497000000000003,6.36266,8.8390375000000017,0.36002699999999993,24.461770500000004,0.42733572839326756,0.19177525675579141,5.8561672036420691E-3,5.9620143078748175E-2,8.2824586010948359E-2,3.3735672269479219E-3,0.22921455133065441]
[2020,53.507851968729128,22.872350031270869,0.62497000000000003,6.7681800000000001,13.337177500000001,0.36002699999999993,26.4620155,0.43174970958182912,0.18455479186916957,5.0428228020636904E-3,5.4611793258030672E-2,0.10761640208677346,2.9050232250485363E-3,0.21351945717708498]
[2021,57.826786968729124,24.50371003127087,2.1190150000000005,7.0483400000000005,18.071092500000002,0.36002699999999993,27.4167305,0.421030917798426,0.17840900497396611,1.5428331350332319E-2,5.1318242197342295E-2,0.13157377505704548,2.6213197410429332E-3,0.19961840888184471]
[]
["Latest-year annual data (MW):",null,null,null,null,null,null,null,"Percent of total"]
[2021,4318.9350000000004,1631.3600000000001,1494.0450000000001,280.15999999999997,4733.915,0,954.71500000000015,0.32199307693282625,0.12162411010703691,0.11138675312920995,2.0886996547412866E-2,0.35293141869198313,0,7.1177644591530836E-2]

{"sheet":"Avg Capacity, Height & Diameter","index":27,"n_rows":27,"n_cols":21,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
["Average turbine nameplate capacity, hub height, and rotor diameter for land-based wind "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab"]
[]
[null,"'98−99","'00−01","'02−03","'04−05",2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
["Average Nameplate Capacity (left scale)",0.7163891,0.88826479999999997,1.2335670000000001,1.455627,1.612465,1.6455329999999999,1.6668529999999999,1.741606,1.791247,1.966372,1.9456389999999999,1.864476,1.9407350000000001,2.0062259999999998,2.1511100000000001,2.3218130000000001,2.4303759999999999,2.5508519999999999,2.7620819999999999,3.0020449999999999]
["Average Rotor Diameter (right scale)",48.206699999999998,52.945,63.630400000000002,73.614800000000002,77.871899999999997,79.039299999999997,79.274199999999993,81.507999999999996,84.083699999999993,88.985699999999994,93.400800000000004,96.8857,99.450800000000001,102.389,108.23099999999999,113.004,115.622,121.16,124.858,127.459]
["Average Hub Height (right scale)",56.570700000000002,58.197099999999999,66.162999999999997,74.107100000000003,75.964299999999994,78.161600000000007,78.472200000000001,78.822000000000003,79.666200000000003,80.965699999999998,83.772999999999996,80.494799999999998,82.677199999999999,82.432500000000005,82.996600000000001,86.007599999999996,88.093000000000004,90.084800000000001,90.055700000000002,93.908199999999994]

{"sheet":"Cap, Height & Diameter Trends","index":28,"n_rows":38,"n_cols":12,"rows_kept":38,"cut":false,"hidden":false,"merged":[]}
["Trends in turbine nameplate capacity, hub height, and rotor diameter"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab"]
[]
["Capacity"]
[null,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
["<2.0 MW",0.56059999999999999,0.52800000000000002,0.83160000000000001,0.67040000000000011,0.41920000000000002,0.22170000000000001,1.4199999999999999E-2,5.9299999999999999E-2,2.3199999999999998E-2,1.43E-2,0]
["2.0−2.75 MW",0.37109999999999999,0.41170000000000001,7.3899999999999993E-2,0.2908,0.52270000000000005,0.68019999999999992,0.84050000000000002,0.7611,0.78379999999999994,0.48469999999999996,0.29410000000000003]
["2.75−3.5 MW",6.83E-2,5.7800000000000004E-2,9.4499999999999987E-2,3.8800000000000001E-2,5.8200000000000002E-2,9.8100000000000007E-2,0.14529999999999998,0.13550000000000001,9.2200000000000004E-2,0.3533,0.50600000000000001]
["≥3.5 MW",0,2.5000000000000001E-3,0,0,0,0,0,4.4199999999999996E-2,0.1008,0.1477,0.19980000000000001]
["Average",1.9663729999999999,1.9456389999999999,1.864476,1.9407350000000001,2.0062259999999998,2.1511100000000001,2.3218130000000001,2.4303759999999999,2.5508519999999999,2.7620819999999999,3.0020449999999999]
[]
["Hub height"]
[null,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
["<80 m",4.8399999999999999E-2,0.10539999999999999,1.2E-2,1.6000000000000001E-3,5.6000000000000008E-3,1.29E-2,6.8999999999999999E-3,2.9999999999999997E-4,5.9999999999999995E-4,0,4.6999999999999993E-3]
["80−90 m",0.88319999999999999,0.65260000000000007,0.98109999999999997,0.84079999999999999,0.81599999999999995,0.78769999999999996,0.61950000000000005,0.52880000000000005,0.53600000000000003,0.63080000000000003,0.59089999999999998]
["90−100 m",3.1400000000000004E-2,8.1099999999999992E-2,0,0.1512,0.17559999999999998,0.1928,0.37359999999999999,0.45479999999999998,0.40079999999999999,0.22190000000000001,0.127]
["≥100 m",3.6900000000000002E-2,0.16089999999999999,6.8999999999999999E-3,6.4000000000000003E-3,2.8000000000000004E-3,6.6E-3,0,1.6E-2,6.2600000000000003E-2,0.14730000000000001,0.27729999999999999]
["Average",80.965689999999995,83.772999999999996,80.49485,82.677199999999999,82.432460000000006,82.996629999999996,86.00761,88.093050000000005,90.084779999999995,90.055670000000006,93.908150000000006]
[]
["Rotor diameter"]
[null,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
["<100 m",0.76639999999999997,0.52680000000000005,0.25600000000000001,0.19519999999999998,0.13639999999999999,2.8900000000000002E-2,9.5999999999999992E-3,8.3000000000000001E-3,2E-3,2.9999999999999997E-4,0]
["100-115 m",0.2336,0.46529999999999999,0.74400000000000011,0.79519999999999991,0.79150000000000009,0.70379999999999998,0.59929999999999994,0.43270000000000003,0.1595,8.5500000000000007E-2,0.11289999999999999]
["115-130 m",0,7.9000000000000008E-3,0,9.5999999999999992E-3,7.22E-2,0.26719999999999999,0.3911,0.52500000000000002,0.69189999999999996,0.74150000000000005,0.66079999999999994]
["≥130 m",0,0,0,0,0,0,0,3.4000000000000002E-2,0.14660000000000001,0.17269999999999999,0.2263]
["Average",88.985669999999999,93.400840000000002,96.885739999999998,99.450800000000001,102.38930000000001,108.2307,113.0038,115.622,121.1601,124.8578,127.45950000000001]

{"sheet":"Trends in Specific Power","index":29,"n_rows":30,"n_cols":21,"rows_kept":30,"cut":false,"hidden":false,"merged":[]}
["Trends in turbine specific power"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab"]
[]
[]
[]
[null,"'98−99","'00−01","'02−03","'04−05",2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021]
["180−200",0,0,0,0,0,0,0,0,0,0,0,0,1.0800000000000001E-2,3.7100000000000001E-2,9.9700000000000011E-2,8.3400000000000002E-2,9.5100000000000004E-2,0.35909999999999997,0.2626,0.1308]
["≥200−250",0,0,0,0,0,0,0,0,2.9999999999999997E-4,5.16E-2,0.22440000000000002,0.58250000000000002,0.47840000000000005,0.45189999999999997,0.53180000000000005,0.60850000000000004,0.69889999999999997,0.49200000000000005,0.54869999999999997,0.66349999999999998]
["≥250−300",0,0,1.0700000000000001E-2,0,2E-3,0,4.8399999999999999E-2,7.51E-2,0.35049999999999998,0.47549999999999998,0.38100000000000001,6.8699999999999997E-2,0.28559999999999997,0.36570000000000003,0.28589999999999999,0.28160000000000002,0.18230000000000002,0.1353,0.18359999999999999,0.17519999999999999]
["≥300−350",6.0299999999999999E-2,2.0799999999999999E-2,0.14990000000000001,0.68909999999999993,0.83209999999999995,0.92480000000000007,0.86760000000000004,0.83550000000000002,0.58520000000000005,0.37459999999999999,0.34139999999999998,0.33509999999999995,0.22440000000000002,0.1401,8.2599999999999993E-2,2.4799999999999999E-2,2.1499999999999998E-2,2.5999999999999999E-3,3.0999999999999999E-3,2.9600000000000001E-2]
["≥350",0.93969999999999998,0.97920000000000007,0.83939999999999992,0.31090000000000001,0.16589999999999999,7.5199999999999989E-2,8.3900000000000002E-2,8.9399999999999993E-2,6.3899999999999998E-2,9.8299999999999998E-2,5.3200000000000004E-2,1.37E-2,8.0000000000000004E-4,5.1000000000000004E-3,0,1.7000000000000001E-3,2.2000000000000001E-3,1.11E-2,2E-3,8.9999999999999998E-4]
["Average",392.83530000000002,389.87830000000002,377.03530000000001,340.0634,334.26620000000003,330.75029999999998,332.56200000000001,329.2824,319.18669999999997,314.91320000000002,285.90069999999997,255.25729999999999,250.62649999999999,245.0146,233.43469999999999,230.68279999999999,229.83539999999999,219.82759999999999,223.1508,230.98159999999999]

{"sheet":"Wind Resource by Year","index":30,"n_rows":52,"n_cols":6,"rows_kept":52,"cut":false,"hidden":false,"merged":[[22,0,22,5]]}
["Wind resource quality by year of installation at 100 meters "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab, AWS Truepower, FAA Obstacle Evaluation / Airport Airspace Analysis files"]
["Notes: Turbines used in this figure have been screened to remove offshore turbines and those >1000ft. The wind resource quality index is based on site estimates of gross capacity factor at 100 meters by AWS Truepower. A single, common wind-turbine power curve is used across all sites and timeframes, and no losses are assumed. Values are indexed to those projects built in 1998—1999. "]
[]
[]
["Year","label","Wind speed","Wind speed","Wind resource quality","Wind resource quality"]
[null,null,"m/s, 100m","m/s, 100m FAA","index, 100m","index, 100m FAA"]
["1998-99",null,8.8097930000000009,null,100]
["2000-1","00-01",8.3787439999999993,null,93.654633074273121]
["2002-3",null,8.2968569999999993,null,92.245030151007057]
["2004-5","04-05",8.2992849999999994,null,92.33152059094472]
[2006,null,8.0121970000000005,null,88.304540721286301]
["2007",{"$f":"A33","v":"2007"},8.2515309999999999,null,90.740089346644169]
[2008,null,8.2360690000000005,null,91.097329359670468]
["2009",{"$f":"A35","v":"2009"},7.906085,null,85.714635526533584]
[2010,null,7.8820499999999996,null,84.962817511427502]
["2011",{"$f":"A37","v":"2011"},7.6735530000000001,null,82.384762525742488]
[2012,null,7.6789639999999997,null,82.065164353284231]
["2013",{"$f":"A39","v":"2013"},7.9825739999999996,null,85.824290176051576]
[2014,null,8.3419699999999999,null,91.404326631083862]
["2015",{"$f":"A41","v":"2015"},8.2627249999999997,null,90.172226613174516]
[2016,null,8.2681109999999993,null,90.992107367541294]
["2017",{"$f":"A43","v":"2017"},8.0795309999999994,null,87.30778263821044]
[2018,null,8.1029680000000006,null,87.838968706511253]
[2019,{"$f":"A45","v":2019},8.1774369999999994,null,89.970862427115861]
[2020,null,8.0133679999999998,null,85.811993126521273]
[2021,{"$f":"A47","v":2021},7.9982280000000001,null,85.6003158625862]
[]
["Under Construction (Under Const.)",null,null,7.8189770000000003,null,83.670340410213839]
["Advanced Development (Adv. Dev.)",null,null,7.9821470000000003,null,84.142239685939074]
["Pending",null,null,7.9986170000000003,null,83.459109986741353]
["Proposed",null,null,7.9318280000000003,null,86.235705126761488]

{"sheet":"Location of Tall Tower & Low SP","index":31,"n_rows":27,"n_cols":1,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
["Locations of tall tower and low specific power installations at end of 2021"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, U.S. Wind Turbine Database, AWS Truepower, Berkeley Lab"]

{"sheet":"Future Total Height Trends","index":32,"n_rows":30,"n_cols":11,"rows_kept":30,"cut":false,"hidden":false,"merged":[[33,10,33,20]]}
["Total turbine height trends based on to-be-built projects via FAA applications, and compared to FAA heights for 2021 installations (note: blade tip height, not hub height)"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, FAA Obstacle Evaluation / Airport Airspace Analysis files, Berkeley Lab",null,null,null,null,null,null,null,null,null,"Sources: FAA Obstacle Evaluation / Airport Airspace Analysis files, AWS Truepower, ACP, Berkeley Lab"]
[null,null,null,null,null,null,null,null,null,null,"Note: Figure includes FAA data on under construction, advanced development, pending. and proposed turbines"]
[]
["Total height","2021 projects","Under const.","Adv. dev.","Pending","Proposed"]
["<450 ft",422,0,180,28,18]
["450−550 ft",2793,589,1751,2904,821]
["550−650 ft",1245,312,385,3301,4391]
["650−750 ft",4,932,288,3758,4517]
[">750 ft",0,0,0,2,347]
["Average:\nright axis",517.11900000000003,614.33609999999999,524.50080000000003,599.33540000000005,642.51790000000005]

{"sheet":"Partial Repowering Over Time","index":33,"n_rows":34,"n_cols":4,"rows_kept":34,"cut":false,"hidden":false,"merged":[]}
["Annual amount of partially repowered wind power capacity and number of turbines"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab, turbine manufacturers"]
[]
[]
[]
[]
["Repower year","Original capacity (MW)","Added capacity (MW)","Number of turbines (#)"]
[2015,5.8199999999999994,0.45,9]
[2016,0,0,0]
[2017,2130.6999999999998,12.52,1317]
[2018,1311.76,11.16,1106]
[2019,2863.58,181.56800000000001,1828]
[2020,3036.08,74.328000000000003,1807]
[2021,1583.3,144.93,769]

{"sheet":"Average Retrofit Tech Change","index":34,"n_rows":39,"n_cols":18,"rows_kept":39,"cut":false,"hidden":false,"merged":[[38,6,39,15],[32,1,33,1],[32,6,34,6],[32,7,32,10],[33,7,33,10],[34,1,35,1],[34,7,34,10],[35,6,37,6],[35,7,35,10],[36,1,37,1],[36,7,36,10],[37,7,37,10],[24,6,24,10],[25,6,25,10],[26,1,27,1],[26,6,28,6],[26,7,26,10],[27,7,27,10],[28,1,29,1],[28,7,28,10],[29,6,31,6],[29,7,29,10],[30,1,31,1],[30,7,30,10],[31,7,31,10]]}
["2021 retrofitted turbine changes in average hub height, rotor diameter, capacity, and specific power"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab, turbine manufacturers"]
["Note: Average changes above are derived from all turbines that received any retrofit change (n=769)"]
[]
[null,null,null,null,null,null,null,null,null,null,null,2015,2016,2017,2018,2019,2020,2021]
[null,"2021 Changes",null,"average","average",null,"Number of Turbines Undergoing Any Change in Year",null,null,null,null,9,0,1317,1106,1828,1827,769]
[null,"Hub Height","Original",81.984399999999994,null,null,"Hub Height","Number of Turbines with Change",null,null,null,0,"n/a",0,138,47,0,23]
[null,null,"Retrofitted",{"$f":"D27+0.144","v":82.128399999999999},null,null,null,"Average Pre-Retrofit",null,null,null,"n/a","n/a","n/a",64.782600000000002,79.782600000000002,"n/a",85]
[null,"Rotor Diameter","Original",91.435000000000002,null,null,null,"Average Change",null,null,null,0,"n/a",0,15,6.5,0,4.82]
[null,null,"Retrofitted",{"$f":"D29+22.5251","v":113.9601},null,null,"Rotor Diameter","Number of Turbines with Change",null,null,null,0,"n/a",1317,681,1648,1769,755]
[null,"Capacity","Original",null,2.15455,null,null,"Average Pre-Retrofit",null,null,null,"n/a","n/a",78.216800000000006,70.9435,80.141999999999996,80.908100000000005,91.276200000000003]
[null,null,"Retrofitted",null,{"$f":"E31+0.292955","v":2.447505},null,null,"Average Change",null,null,null,0,"n/a",12.19894,10.638769999999999,14.40686,14.32447,22.952999999999999]
[null,"Hub Height","Original",null,null,null,"Capacity","Number of Turbines with Change",null,null,null,9,"n/a",113,93,1102,1502,654]
[null,null,"Retrofitted",null,null,null,null,"Average Pre-Retrofit",null,null,null,0.64666699999999999,"n/a",1.5,1.5,1.42666,1.6519200000000001,2.0830000000000002]
[null,"Rotor Diameter","Original",null,null,null,null,"Average Change",null,null,null,0.05,"n/a",0.11079649999999999,0.12,0.1647623,5.0153999999999997E-2,0.28599999999999998]
[null,null,"Retrofitted",null,null,null,"Specific Power","Number of Turbines with Change",null,null,null,9,"n/a",1317,681,1796,1827,769]
[null,"Specific Power","Original",312.34300000000002,null,null,null,"Average Pre-Retrofit",null,null,null,392.11700000000002,"n/a",335.44499999999999,373.12099999999998,328.33800000000002,334.29919999999998,312.33999999999997]
[null,null,"Retrofitted",{"$f":"D37-89.4275","v":222.91550000000001},null,null,null,"Average Change",null,null,null,30.434799999999999,"n/a",-82.843599999999995,-82.4208,-67.2547,-82.457719999999995,-89.42]
[null,null,null,null,null,null,"Note: Table above shows changes for only turbines that received that change, rather than for all turbines that received any change, as is shown in the figure and the table to the left."]

{"sheet":"Capacity Factor in 2021 by COD","index":35,"n_rows":1017,"n_cols":11,"rows_kept":1017,"cut":false,"hidden":false,"merged":[]}
["Calendar year 2021 capacity factors by commercial operation date"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: EIA, FERC, Berkeley Lab"]
[]
[]
["Capacity Factor in 2021",null,null,"Capacity-"]
[null,null,null,"Weighted","Fleet-wide",null,null,"Fleet-wide",null,2021]
[null,null,null,"Average","Average",null,null,"Average",null,"Capacity","COD"]
["Project","Sample","Sample","Capacity","Capacity",null,null,"Capacity",null,"Factor","Code"]
["COD","Projects","GW","Factor","Factor",null,null,"Factor",null,0.6564470537073277,6]
[1,16,0.59757000000000005,0.21465397569440861,0.34817604857136991,null,1999,0.26606614250043864,null,0.54215472172589496,17]
[2,32,0.73539000000000021,0.17866114094338531,0.34817604857136991,null,{"$f":"G30+1","v":2000},0.3150263293744256,null,0.52863013698630135,17]
[3,36,1.3443499999999999,0.2272618041378317,0.34817604857136991,null,{"$f":"G31+1","v":2001},0.31585841736570447,null,0.52795671160397184,18]
[4,27,1.6384299999999996,0.2725819881528751,0.34817604857136991,null,2002,0.3001339847467499,null,0.5237259177594914,16]
[5,23,1.2535799999999999,0.26773822056734536,0.34817604857136991,null,2003,0.28742126257899564,null,0.52303268314472906,19]
[6,31,4.0135500000000004,0.2724648677263305,0.34817604857136991,null,2004,0.29929209640120813,null,0.52054948784400834,14]
[7,63,4.8769499999999999,0.24580180806731283,0.34817604857136991,null,2005,0.29876577241591246,null,0.50678478588989795,19]
[8,85,7.4157599999999997,0.26213390999487063,0.34817604857136991,null,2006,0.3214115141259708,null,0.50026770996165937,19]
[9,50,4.2472000000000003,0.27286152961585858,0.34817604857136991,null,2007,0.32373028923905528,null,0.49830079908675801,14]
[10,77,5.6124000000000001,0.26899180780880172,0.34817604857136991,null,2008,0.34348628210059762,null,0.49827939911322894,14]
[11,133,12.097359999999998,0.32996296893849636,0.34817604857136991,null,2009,0.29782196434874258,null,0.49824268076767153,17]
[12,14,0.99121999999999988,0.367037428807579,0.34817604857136991,null,2010,0.30714620719172564,null,0.4952748486347881,18]
[13,43,5.1349979999999995,0.38811357724430945,0.34817604857136991,null,2011,0.33388014266382199,null,0.49228740560846962,19]
[14,59,8.3433100000000007,0.3872529287389192,0.34817604857136991,null,2012,0.32481123236059811,null,0.49123130051011638,18]
[15,60,7.6371820000000001,0.40340376047631299,0.34817604857136991,null,2013,0.32349937294869319,null,0.4870106163674669,19]
[16,64,6.9069149999999979,0.40430669644861283,0.34817604857136991,null,2014,0.33782937679981873,null,0.485196678784863,16]
[17,59,7.877065,0.41260975773064451,0.34817604857136991,null,2015,0.319720825688244,null,0.48512224170589036,17]
[18,39,7.2992849999999994,0.40117058503537739,0.34817604857136991,null,2016,0.34261484252147639,null,0.48441489363331897,15]
[19,78,15.080924999999995,0.38163141548454166,0.34817604857136991,null,2017,0.34526940883317064,null,0.48420642697189803,15]
[null,null,null,null,null,null,2018,0.34892729487929941,null,0.48364611872146118,14]
[null,null,null,null,null,null,2019,0.34737891455185343,null,0.48231887366818882,14]
[null,null,null,null,null,null,2020,0.3559698698847506,null,0.48172807676143797,18]
[null,null,null,null,null,null,2021,0.34817604857136991,null,0.47987202394587752,16]
[null,null,null,null,null,null,null,null,null,0.47871646045677074,17]
[null,null,null,null,null,null,null,null,null,0.47781591660310213,11]
[null,null,null,null,null,null,null,null,null,0.47723609991941984,15]
[null,null,null,null,null,null,null,null,null,0.47607977437550364,19]
[null,null,null,null,null,null,null,null,null,0.47527799627030431,17]
[null,null,null,null,null,null,null,null,null,0.47522334723049436,16]
[null,null,null,null,null,null,null,null,null,0.47360999194198222,16]
[null,null,null,null,null,null,null,null,null,0.47263774733637748,18]
[null,null,null,null,null,null,null,null,null,0.4726198241853819,18]
[null,null,null,null,null,null,null,null,null,0.4720808030880761,14]
[null,null,null,null,null,null,null,null,null,0.47200372416531461,17]
[null,null,null,null,null,null,null,null,null,0.47183328942746749,11]
[null,null,null,null,null,null,null,null,null,0.47138416403408334,17]
[null,null,null,null,null,null,null,null,null,0.47121816924162307,14]
[null,null,null,null,null,null,null,null,null,0.4711232876712329,16]
[null,null,null,null,null,null,null,null,null,0.47103388944797009,18]
[null,null,null,null,null,null,null,null,null,0.47000213186981388,15]
[null,null,null,null,null,null,null,null,null,0.46994962368509047,13]
[null,null,null,null,null,null,null,null,null,0.46932420091324201,15]
[null,null,null,null,null,null,null,null,null,0.46901826484018266,13]
[null,null,null,null,null,null,null,null,null,0.46894250925504199,19]
[null,null,null,null,null,null,null,null,null,0.46849687937403922,11]
[null,null,null,null,null,null,null,null,null,0.46822620660122238,14]
[null,null,null,null,null,null,null,null,null,0.46807255342721937,16]
[null,null,null,null,null,null,null,null,null,0.46777473363774735,14]
[null,null,null,null,null,null,null,null,null,0.46776622188229833,19]
[null,null,null,null,null,null,null,null,null,0.46760209051657192,15]
[null,null,null,null,null,null,null,null,null,0.46695548957334665,18]
[null,null,null,null,null,null,null,null,null,0.46675784673216181,15]
[null,null,null,null,null,null,null,null,null,0.46662861491628616,11]
[null,null,null,null,null,null,null,null,null,0.4654631454617259,19]
[null,null,null,null,null,null,null,null,null,0.46544209215442106,18]
[null,null,null,null,null,null,null,null,null,0.46542072619832509,12]
[null,null,null,null,null,null,null,null,null,0.46513528696154866,19]
[null,null,null,null,null,null,null,null,null,0.46510127324799005,16]
[null,null,null,null,null,null,null,null,null,0.46508910796969999,15]
[null,null,null,null,null,null,null,null,null,0.46409033019600532,18]
[null,null,null,null,null,null,null,null,null,0.46401833312846846,13]
[null,null,null,null,null,null,null,null,null,0.46390791476407917,11]
[null,null,null,null,null,null,null,null,null,0.46261309169290121,11]
[null,null,null,null,null,null,null,null,null,0.46251266695968568,14]
[null,null,null,null,null,null,null,null,null,0.46233029838084844,16]
[null,null,null,null,null,null,null,null,null,0.46091699203670616,17]
[null,null,null,null,null,null,null,null,null,0.46074771689497718,14]
[null,null,null,null,null,null,null,null,null,0.45973744292237445,16]
[null,null,null,null,null,null,null,null,null,0.45970531989871227,13]
[null,null,null,null,null,null,null,null,null,0.45959221207508877,15]
[null,null,null,null,null,null,null,null,null,0.45879414003044139,17]
[null,null,null,null,null,null,null,null,null,0.45872175951927902,13]
[null,null,null,null,null,null,null,null,null,0.4584820810848208,18]
[null,null,null,null,null,null,null,null,null,0.45846621079957695,16]
[null,null,null,null,null,null,null,null,null,0.45787442922374427,15]
[null,null,null,null,null,null,null,null,null,0.45588377645401951,15]
[null,null,null,null,null,null,null,null,null,0.45584342531930405,17]
[null,null,null,null,null,null,null,null,null,0.45457605101558812,15]
[null,null,null,null,null,null,null,null,null,0.45340985006577272,13]
[null,null,null,null,null,null,null,null,null,0.45332852679644309,14]
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[null,null,null,null,null,null,null,null,null,9.9211290992112885E-2,2]
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[null,null,null,null,null,null,null,null,null,4.0936764909367651E-2,1]
[null,null,null,null,null,null,null,null,null,2.9345971126793047E-2,3]
[null,null,null,null,null,null,null,null,null,2.9161477791614786E-2,2]
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{"sheet":"Capacity Factor by State","index":36,"n_rows":72,"n_cols":3,"rows_kept":72,"cut":false,"hidden":false,"merged":[]}
["Average calendar year 2021 capacity factors by state "]
[]
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[]
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[]
[]
["Source: EIA, FERC, Berkeley Lab"]
["Note: States shaded in white have no projects in full sample (left) or in newer sample (right)"]
[]
[null,"1998-","2016-"]
[null,2020,2020]
[null,"Projects","Projects"]
["NM",0.42128723635572951,0.45729634027702815]
["ND",0.41509731343464235,0.44509658126570084]
["NE",0.41341601592049715,0.42078377318482418]
["KS",0.40733578881232868,0.43422279211027875]
["OK",0.39910258048638469,0.42113068042187229]
["SD",0.38246522188146953,0.45822421256476925]
["IA",0.36720924736561966,0.41038578191241587]
["WY",0.36331815211387797,0.4013804595413546]
["MT",0.35848431498188926,0.38183418195775753]
["CO",0.3526540176444139,0.40908196159745702]
["TX",0.34988548300146022,0.38914925551315682]
["IL",0.3381389790589458,0.37265326587773318]
["HI",0.33738415242033748,0.4045190589636688]
["MO",0.31715825956791732,0.34588090555046858]
["WA",0.31576419787193655,0.33476674423012293]
["ID",0.31412688813254191]
["MD",0.31088139870223502]
["OH",0.30803001332519808,0.32870020087784502]
["MI",0.30532336178827613,0.29985048284047733]
["NJ",0.30028919330289194]
["OR",0.29864196643867719,0.36085945722562535]
["AZ",0.29613359920829657,0.34944698703279942]
["MN",0.29517724634667769,0.41282555832165202]
["ME",0.29140410500080755,0.31708192836854832]
["CT",0.29127853881278537]
["IN",0.29005148128492497,0.34714142098327599]
["CA",0.28848285923355976,0.37413956929999653]
["NC",0.27724578503688091,0.27724578503688091]
["DE",0.27676940639269404]
["NH",0.26891147994910081,0.30938451293759511]
["AK",0.26863636363636356]
["PA",0.26617667027612713,0.3168418980529456]
["VT",0.26121435641983587,0.35544520547945208]
["NY",0.25688012435175256,0.32518391679350578]
["NV",0.25564158559989414]
["MA",0.25038138020480788,0.21027397260273972]
["WV",0.25037461322750892,0.3294497529873141]
["WI",0.24749853114248196,0.42355325691920603]
["UT",0.24173524183806067,0.28772542602809653]
["RI",0.23097684279191127,0.23949771689497718]
["TN",0.11916962624725182]
["U.S.",0.34817604857136991,0.39809769889365765]

{"sheet":"Capacity Factor Drivers","index":37,"n_rows":50,"n_cols":5,"rows_kept":50,"cut":false,"hidden":false,"merged":[]}
["2021 capacity factors and various drivers by commercial operation date"]
[]
[]
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["Note: In order to have all three indices be directionally consistent with their influence on capacity factor, this figure indexes the inverse of specific power (i.e., a decline in specific power causes the index to increase rather than decrease)."]
["Source: EIA, FERC, Berkeley Lab"]
[]
[]
[null,"Weighted-","Index of","Index of","Index of"]
[null,"Average","the Inverse","Built","Built Wind"]
[null,"Capacity","of Built","Turbine","Resource"]
[null,"Factor","Specific","Hub","Quality"]
[null,"in 2021","Power","Height","at 100m"]
["1998-99",0.21465397569440861,100,100,100]
["2000-01",0.17866114094338531,100.75844180094148,102.87498652129105,93.654633074273121]
["2002-03",0.2272618041378317,104.19058905094563,116.9563042352313,92.245030151007057]
["2004-05",0.2725819881528751,115.51825336099093,130.99908609934116,92.33152059094472]
[2006,0.26773822056734536,117.52169378776556,134.28205767296495,88.304540721286301]
[2007,0.2724648677263305,118.7709580308771,138.16622385793352,90.740089346644169]
[2008,0.24580180806731283,118.12392877117651,138.71527133303988,91.097329359670468]
[2009,0.26213390999487063,119.30042419515895,139.3336126298596,85.714635526533584]
[2010,0.27286152961585858,123.073831083814,140.82590457604377,84.962817511427502]
[2011,0.26899180780880172,124.74399294789804,143.12303011983232,82.384762525742488]
[2012,0.32996296893849636,137.40270660407623,148.08549302023835,82.065164353284231]
[2013,0.367037428807579,153.8977729530165,142.29062040950521,85.824290176051576]
[2014,0.38811357724430945,156.74132623645153,146.14844787142454,91.404326631083862]
[2015,0.3872529287389192,160.33138433383158,145.71589179557608,90.172226613174516]
[2016,0.40340376047631299,168.2848779551627,146.71305110242574,90.992107367541294]
[2017,0.40430669644861283,170.29241018402766,152.03559439780656,87.30778263821044]
[2018,0.41260975773064451,170.92027598881643,155.72195500497602,87.838968706511253]
[2019,0.40117058503537739,178.70153702264875,159.24285893580947,89.970862427115861]
[2020,0.38163141548454166,176.04028307315059,159.19141887938451,85.811993126521273]
[2021,null,170.07211829860049,166.00148133220901,85.6003158625862]

{"sheet":"Influence of Specific Power ","index":38,"n_rows":50,"n_cols":15,"rows_kept":50,"cut":false,"hidden":false,"merged":[[35,0,35,1],[35,9,35,10],[43,2,43,5],[43,11,43,14],[44,0,44,1],[44,9,44,10],[34,2,34,5],[34,11,34,14],[22,0,22,9],[25,2,25,5],[25,11,25,14],[26,0,26,1],[26,9,26,10]]}
["Calendar year 2021 capacity factors by wind resource quality and specific power"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: EIA, FERC, Berkeley Lab"]
["Note: Wind resource quality is based on site estimates of gross capacity factor at 100 meters by AWS Truepower, using a single, common wind-turbine power curve. The “lower” category includes all projects with an estimated gross capacity factor of less than 42%; “medium” corresponds to ≥42%–48%; “higher” ≥48%–54%; and “highest” ≥54%. "]
[]
["1998-2020 Projects",null,null,null,null,null,null,null,null,"2014-2020 Projects"]
["Average Capacity Factor",null,"Wind Resource Quality",null,null,null,null,null,null,"Average Capacity Factor",null,"Wind Resource Quality"]
["Specific Power Range",null,"Lower","Medium","Higher","Highest",null,null,null,"Specific Power Range",null,"Lower","Medium","Higher","Highest"]
[null,"≥ 400 W/m2",0.19545847674073547,0.20916433285911556,0.25082898939640802,0.22997650495351893,null,null,null,null,"≥ 275 W/m2",0.29855922813370644,0.31134015068156656,0.35829625457380776,0.38359013290823607]
["< 400 W/m2","≥ 350 W/m2",0.19563205960105745,0.21421482770784533,0.26713178724143571,0.2600273974863212,null,null,null,"< 275 W/m2","≥ 250 W/m2",0.30964440703141866,0.3382791163435947,0.40481250052433082,0.41420198996273644]
["< 350 W/m2","≥ 300 W/m2",0.2733926385982498,0.2802474093665458,0.27638524743637727,0.29126979355852545,null,null,null,"< 250 W/m2","≥ 225 W/m2",0.30882777070385642,0.34592317176967363,0.39271014452325897,0.4402870353635448]
["< 300 W/m2","≥ 250 W/m2",0.28324900882430076,0.31480562306887999,0.38292763854779233,0.4013832091682506,null,null,null,"< 225 W/m2","≥ 200 W/m2",0.33887504253583467,0.38384067195238103,0.42471133257860744,0.44933497610774309]
["< 250 W/m2",null,0.32887099814096138,0.37531420433956519,0.4198166323870422,0.44761620052626888,null,null,null,"< 200 W/m2",null,0.31098273381528607,0.3942901369906322,0.44635944829368635,0.45499439995020374]
[]
[]
["Projects in Sample",null,"Wind Resource Quality",null,null,null,null,null,null,"Projects in Sample",null,"Wind Resource Quality"]
["Specific Power Range",null,"Lower","Medium","Higher","Highest",null,null,null,"Specific Power Range",null,"Lower","Medium","Higher","Highest"]
[null,"≥ 400 W/m2",3,8,10,13,null,null,null,null,"≥ 275 W/m2",17,7,13,22]
["< 400 W/m2","≥ 350 W/m2",11,26,8,35,null,null,null,"< 275 W/m2","≥ 250 W/m2",23,12,33,19]
["< 350 W/m2","≥ 300 W/m2",93,66,78,75,null,null,null,"< 250 W/m2","≥ 225 W/m2",14,25,27,13]
["< 300 W/m2","≥ 250 W/m2",83,38,66,40,null,null,null,"< 225 W/m2","≥ 200 W/m2",20,32,52,32]
["< 250 W/m2",null,60,81,92,51,null,null,null,"< 200 W/m2",null,9,13,9,6]
[]
[]
["MW in Sample",null,"Wind Resource Quality",null,null,null,null,null,null,"MW in Sample",null,"Wind Resource Quality"]
["Specific Power Range",null,"Lower","Medium","Higher","Highest",null,null,null,"Specific Power Range",null,"Lower","Medium","Higher","Highest"]
[null,"≥ 400 W/m2",135.02500000000001,688.95,843.3,854.45,null,null,null,null,"≥ 275 W/m2",599.20000000000005,271.40000000000003,1900.65,2725.3499999999995]
["< 400 W/m2","≥ 350 W/m2",323,2007.6999999999998,682.28,1616.02,null,null,null,"< 275 W/m2","≥ 250 W/m2",1242.1299999999999,2165.375,5619.2520000000004,3867.1030000000001]
["< 350 W/m2","≥ 300 W/m2",5313.665,6678.2999999999993,8005.340000000002,8156.57,null,null,null,"< 250 W/m2","≥ 225 W/m2",1597.18,2604.3199999999997,4201.1550000000007,2110.0800000000004]
["< 300 W/m2","≥ 250 W/m2",3793.9700000000003,4999.6049999999987,9183.8519999999971,6350.5029999999988,null,null,null,"< 225 W/m2","≥ 200 W/m2",2707.36,6140.77,8753.7299999999959,5130.7150000000001]
["< 250 W/m2",null,6118.84,12143.96,16495.114999999994,8141.6349999999993,null,null,null,"< 200 W/m2",null,562.4,2108.7000000000003,2755.4300000000003,900.84]

{"sheet":"Curtailment and Penetration","index":39,"n_rows":152,"n_cols":13,"rows_kept":152,"cut":false,"hidden":false,"merged":[]}
["Wind curtailment and penetration rates by ISO"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ERCOT, MISO, CAISO, NYISO, PJM, ISO-NE, SPP",null,null,null,null,null,null,null,null,null,null,null,"Sources: ERCOT, MISO, CAISO, NYISO, PJM, ISO-NE, SPP"]
[]
[null,null,null,"Wind","Wind"]
[null,null,null,"Penetration","Curtailment"]
[null,null,null,"%","%","Year"]
["2014-21\nSPP",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010,null,null,"Wind"]
[null,null," ",null,null,2011,null,"ISO","Curtailment"]
[null,null," ",null,null,2012,null,"Region","2021 %"]
[null,null," ",null,null,2013,null,"CAISO",3.8833242361294915E-3]
[null,null," ",0.11964950573242429,7.1198866459092364E-3,2014,null,"PJM",1.7662190470181402E-2]
[null,null," ",0.13476785886017098,9.2995951803307893E-3,2015,null,"ISO-NE",1.8131155826177071E-2]
[null,null," ",0.17539551159693523,1.6559751110877052E-2,2016,null,"NYISO",1.9795345554095591E-2]
[null,null," ",0.22980084269956411,2.8009685745081999E-2,2017,null,"MISO",4.7378571970098121E-2]
[null,null," ",0.23830811558442855,1.2860819399372935E-2,2018,null,"ERCOT",5.150225525738629E-2]
[null,null," ",0.27513135799921107,1.5704618978089738E-2,2019,null,"SPP",6.3534990461426563E-2]
[null,null," ",0.31263480564490165,2.5285915832455836E-2,2020]
[null,null," ",0.348442520503215,6.3534990461426563E-2,2021]
[" "]
["2007-21\nERCOT",null," ",2.8669885348156943E-2,1.2211037848541214E-2,2007]
[null,null," ",4.8775053757538635E-2,8.5060836508921822E-2,2008]
[null,null," ",6.1021251014030095E-2,0.17070361876225379,2009]
[null,null," ",7.7448550468361813E-2,7.7166635673370274E-2,2010]
[null,null," ",8.4463839780662103E-2,8.4792607734428302E-2,2011]
[null,null," ",9.174225231080424E-2,3.7943429057848435E-2,2012]
[null,null," ",9.8603196473158863E-2,1.0980667625730823E-2,2013]
[null,null," ",0.10626141389337819,5.1206474903624224E-3,2014]
[null,null," ",0.11728964096182154,9.5192597630962932E-3,2015]
[null,null," ",0.15104552214131975,1.5676695259505508E-2,2016]
[null,null," ",0.17369872722552712,2.1579377854801313E-2,2017]
[null,null," ",0.1851303609020209,2.5381712124471111E-2,2018]
[null,null," ",0.19931333811952498,2.6915351188033187E-2,2019]
[null,null," ",0.22733679283581154,4.6114869929921205E-2,2020]
[null,null," ",0.24170619347398686,5.150225525738629E-2,2021]
[" "]
["2009-21\nMISO",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",2.7144582757970694E-2,1.9475337463428576E-2,2009]
[null,null," ",3.418919387665631E-2,3.879733092280449E-2,2010]
[null,null," ",4.5605060762829677E-2,3.1858284824347459E-2,2011]
[null,null," ",6.2146602566523865E-2,2.6019067526536342E-2,2012]
[null,null," ",6.8539033685138209E-2,4.7227651008759711E-2,2013]
[null,null," ",5.6750858070523609E-2,5.5156610553567978E-2,2014]
[null,null," ",6.2222166550290448E-2,5.4264086321387871E-2,2015]
[null,null," ",6.9030765027562363E-2,4.309120887925131E-2,2016]
[null,null," ",7.6934712784517162E-2,4.2581145284187299E-2,2017]
[null,null," ",7.337324221498169E-2,4.243139865206004E-2,2018]
[null,null," ",8.5023806651959508E-2,5.5361962099588845E-2,2019]
[null,null," ",0.1097422847045674,5.0367466991224456E-2,2020]
[null,null," ",0.12040138799509133,4.7378571970098121E-2,2021]
[" "]
["2015-21\nCAISO",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010]
[null,null," ",null,null,2011]
[null,null," ",null,null,2012]
[null,null," ",null,null,2013]
[null,null," ",null,null,2014]
[null,null," ",5.1728705484988438E-2,4.0411277040270505E-3,2015]
[null,null," ",5.8346460835373759E-2,5.3662737564346488E-3,2016]
[null,null," ",5.8206020100819246E-2,2.4057162984534738E-3,2017]
[null,null," ",6.9753107463448275E-2,1.7306634171363714E-3,2018]
[null,null," ",6.8843667513553697E-2,2.724744009965628E-3,2019]
[null,null," ",6.6247617339671883E-2,5.8125337835843657E-3,2020]
[null,null," ",8.4329112702536374E-2,3.8833242361294915E-3,2021]
[" "]
["2012-21\nNYISO",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010]
[null,null," ",null,null,2011]
[null,null," ",1.8623378091582463E-2,2.9435581841800104E-3,2012]
[null,null," ",2.164620932882522E-2,1.4050224699414219E-2,2013]
[null,null," ",2.4790721444109161E-2,7.3547721599132821E-3,2014]
[null,null," ",2.4162203861223811E-2,9.4500583655520286E-3,2015]
[null,null," ",2.430476619838487E-2,5.6035001338396988E-3,2016]
[null,null," ",2.6504431718562923E-2,9.9856589147434768E-3,2017]
[null,null," ",2.4513635815240221E-2,1.6427409421767302E-2,2018]
[null,null," ",2.8348489738304089E-2,1.5369242061140933E-2,2019]
[null,null," ",2.9443638368959683E-2,1.3583476779373745E-2,2020]
[null,null," ",2.665574303911647E-2,1.9795345554095591E-2,2021]
[" "]
["2014-21\nISO-NE",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010]
[null,null," ",null,null,2011]
[null,null," ",null,null,2012]
[null,null," ",null,null,2013]
[null,null," ",1.5323891458484768E-2,3.0657871005229587E-2,2014]
[null,null," ",1.7218011871252735E-2,2.3197822017300619E-2,2015]
[null,null," ",2.0354116247077891E-2,4.1791226672642075E-2,2016]
[null,null," ",2.7074867383188386E-2,2.6954056094764624E-2,2017]
[null,null," ",2.7177077058750321E-2,2.7990390398141277E-2,2018]
[null,null," ",2.930642280932266E-2,1.9167889900106028E-2,2019]
[null,null," ",3.0391996541923646E-2,1.5852932139915378E-2,2020]
[null,null," ",2.9516533664061231E-2,1.8131155826177071E-2,2021]
[" "]
["2012-21\nPJM",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010]
[null,null," ",null,null,2011]
[null,null," ",1.6859112820211509E-2,1.9865003159233292E-2,2012]
[null,null," ",1.8685664326743148E-2,1.9064635419838188E-2,2013]
[null,null," ",1.9388243095005073E-2,7.3623411756818767E-3,2014]
[null,null," ",2.085090767241099E-2,3.3054425155903799E-3,2015]
[null,null," ",2.2220868110244107E-2,2.1522688680904929E-3,2016]
[null,null," ",2.6266978674903921E-2,1.6209031447205043E-2,2017]
[null,null," ",2.6495224332786921E-2,1.6547200829828062E-2,2018]
[null,null," ",3.0315818647447403E-2,6.643761525402068E-3,2019]
[null,null," ",3.4005868160254672E-2,8.1456855323112365E-3,2020]
[null,null," ",3.5270789464212672E-2,1.7662190470181402E-2,2021]
[" "]
["2007-21\nTotal",null," ",null,1.2211037848541214E-2,2007]
[null,null," ",null,8.5060836508921822E-2,2008]
[null,null," ",null,0.11052318196610085,2009]
[null,null," ",null,6.0191401786869055E-2,2010]
[null,null," ",null,6.0264567657321147E-2,2011]
[null,null," ",null,2.9587286415932917E-2,2012]
[null,null," ",null,2.7623682335884324E-2,2013]
[null,null," ",null,2.3067971837855316E-2,2014]
[null,null," ",null,2.1564065469196429E-2,2015]
[null,null," ",null,2.1145835580261906E-2,2016]
[null,null," ",null,2.6590717888162349E-2,2017]
[null,null," ",null,2.3142127162346579E-2,2018]
[null,null," ",null,2.649812706576074E-2,2019]
[null,null," ",null,3.5073127321581223E-2,2020]
[null,null," ",null,4.7613311041174694E-2,2021]

{"sheet":"Inter-Annual Variability","index":40,"n_rows":47,"n_cols":10,"rows_kept":47,"cut":false,"hidden":false,"merged":[]}
["Inter-annual variability in the wind resource by region and nationally"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: ERA, Berkeley Lab; methodology behind the index of inter-annual variability is explained in report appendix"]
[]
[]
["Year","National","CAISO","ERCOT","SPP","MISO","PJM","NYISO","ISO-NE","West (non-ISO)"]
[2000,0.9580817502388782,0.92822684492922902,null,1.01037738754603,0.97012542382713374,null,null,null,0.85880289855989134]
[2001,0.98354080213035122,0.7719755878702238,0.949904057646064,0.99797153716053788,1.0909673221961877,null,0.91107458998690449,null,0.87752595687606161]
[2002,0.9792493758771621,0.92403666720291955,0.95529016440706371,1.0228864629379513,1.010374025544607,1.0758623268316363,1.0261655662496501,null,0.98402033771831388]
[2003,0.92000592981559537,0.91369839716668233,0.88373683690601068,0.94461682521136514,0.95487297384056702,1.0661943337069397,0.97472744354204921,null,0.90022358403398239]
[2004,0.95182684042184118,0.90448065761941498,0.96911502730741306,0.93100086896973366,0.99481764828652819,0.99783062997099736,0.96651334630194652,null,0.91418084935858412]
[2005,0.90661877461178408,0.91079174886462666,0.87875168918276692,0.92381755867176463,0.94288074460162474,0.92248738870015756,0.83731881120573459,null,0.88471815857096958]
[2006,0.98673749588779602,0.8982926862687115,0.98927525074207434,0.97998712411806888,0.96853467052046582,1.0179732076766346,1.0036068692343854,null,1.0423165952228977]
[2007,1.0022679219748158,1.0895286702205134,0.89249964748424016,0.92583667405344572,1.0844428972570412,1.0447085546782875,1.0007490162052328,null,1.047665549276082]
[2008,1.0915591686796502,1.1633129345475823,1.0677210236570573,1.0922017779740578,1.035247239863498,1.0569610162398024,0.99117579202303641,0.94180193761654962,1.1486347820755671]
[2009,1.0058715793030708,1.0401475870299939,0.99284225212524024,1.0131753271565351,0.98442642610040387,1.0060070582779845,0.96175581859670745,0.98886477672564177,1.0414666657847251]
[2010,1.0092333714585586,1.0465626391620657,1.0204914206359144,1.0211910140580911,1.0054097179636201,0.99548937435030382,0.96435664187237791,1.068357890539793,0.9996363065127285]
[2011,1.0826521601985954,1.0844917996018202,1.1188355335318585,1.0691304235202093,1.0350019203887839,1.0119438888502243,0.97784474790547027,0.96640987144079771,1.1520816464657995]
[2012,1.0258593513821088,1.0344658096090229,1.033020270193405,1.0211821892048987,0.99554615104848643,0.97738454817684872,0.94296554613545647,0.89122148767329068,1.0931738016100963]
[2013,1.0137662030632411,0.99127929965343409,1.0077413218916333,1.0231399209349001,1.0233405944140361,1.0108890348001336,1.0320720132841852,0.98776593833628912,1.0112547434901857]
[2014,1.068775284697034,0.95724238259978545,1.0639503878874537,1.0824965915465323,1.0845009906985976,1.0686566045337456,1.1045458338781808,1.0151886630841067,1.08522679995983]
[2015,0.9528370791559484,0.84921257633646741,0.92206673547685358,0.96250459189051785,1.0153533717148895,1.0130671222074223,1.0209150042922679,1.0132659076889012,0.90040392747145148]
[2016,1.0097996481856164,1.0252892941841254,0.98389826428942473,1.0185442192689376,1.0214875225004256,0.99330137589151035,1.0350685637258288,1.0010710944409575,1.0199399429811891]
[2017,1.013143991863374,1.0431862718051921,1.0202604149200478,1.0124009993756784,1.0033451991799838,1.0512142038346264,1.0968667086437778,1.0433170401250333,0.97206388416363132]
[2018,0.98505538905822232,1.0035047158231709,1.0270195282375654,0.98992841885146388,0.92495294355465019,0.96451015702617471,1.0196205233964866,1.0381744328477103,0.99217896001235373]
[2019,0.99881763564528858,1.0820474179526367,1.0257631515799819,1.0082354543308831,0.99539453677543244,1.0177469151921392,1.0723404464631383,1.0826360756842612,0.89411474082135334]
[2020,1.0298937783428181,1.0077855917004357,1.0279445920376833,1.0122059952929745,1.004309211702578,0.9838302928040018,1.0690895517998502,1.0516367681294592,1.1219933928250843]
[2021,1.0005080356976348,1.1664399450882641,0.98814971625418524,1.0039253221348656,0.95872794724889621,0.97891662762843878,0.92602744596804698,0.98945192315704622,1.0356407909563119]

{"sheet":"Performance with Project Age","index":41,"n_rows":55,"n_cols":25,"rows_kept":55,"cut":false,"hidden":false,"merged":[[26,3,26,6],[26,11,26,14],[26,20,26,23]]}
["Changes in project-level capacity factors as projects age"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[]
["Source: EIA, FERC, Berkeley Lab"]
[]
[]
[]
["Full Sample",null,null,null,null,null,null,null,"Older: Pre-2008",null,null,null,null,null,null,null,null,"Newer: Post-2007"]
[null,null,null,"Indexed Capacity Factor (Year 2=100%)",null,null,null,null,null,null,null,"Indexed Capacity Factor (Year 2=100%)",null,null,null,null,null,null,null,null,"Indexed Capacity Factor (Year 2=100%)"]
[null,null,null,"Capacity-",null,"Median",null,null,null,null,null,"Capacity-",null,"Median",null,null,null,null,null,null,"Capacity-",null,"Median"]
["Sample","Sample","Years","Weighted","25th","50th","75th",null,"Sample","Sample","Years","Weighted","25th","50th","75th",null,null,"Sample","Sample","Years","Weighted","25th","50th","75th"]
["Projects","GW","Post-COD","Average","Percentile","Percentile","Percentile",null,"Projects","GW","Post-COD","Average","Percentile","Percentile","Percentile",null,null,"Projects","GW","Post-COD","Average","Percentile","Percentile","Percentile"]
[1010,101.38364000000001,1,0.98171872190907772,0.92849379241580321,0.98676731299575748,1.0380832208014352,null,188,14.943820000000001,1,0.98014390254569073,0.92872835460841396,0.99377058531712092,1.0488156051990432,{"$f":"O31-M31","v":0.12008725059062919},null,822,86.43982000000004,1,0.98199097857387607,0.92801039003546371,0.98491843009840263,1.0361133699524498,{"$f":"X31-V31","v":0.10810297991698614}]
[1043,102.31163000000002,2,1,1,1,1,null,210,15.253359999999997,2,1,1,1,1,{"$f":"O32-M32","v":0},null,834,87.05827000000005,2,1,1,1,1,{"$f":"X32-V32","v":0}]
[1000,94.824464999999975,3,1.0064843119642619,0.95313671831361968,0.99771082684318646,1.0446913079556881,null,208,15.076479999999997,3,0.98932603157788279,0.92341039610552489,0.97177553421855978,1.0303696867834879,0.10695929067796306,null,792,79.747985000000014,3,1.0097281114292851,0.96382259716823315,1.0016066385372109,1.0487663340761164,8.494373690788326E-2]
[943,86.929004999999975,4,1.0009939299889719,0.93842631956274447,0.99526645563152105,1.0598039033133573,null,209,15.253359999999997,4,0.97372345786114944,0.90703736299386861,0.96863463125736016,1.029987156130336,0.12294979313646737,null,734,71.675645000000003,4,1.0067973842688127,0.95238931736961108,1.0007576468913741,1.0619771056161742,0.10958778824656312]
[872,79.318310000000011,5,0.99185476601290989,0.92475151076004525,0.98602230192212525,1.0445610513119226,null,209,15.253359999999997,5,0.96929991908110713,0.88880602401231612,0.96936093642957755,1.0376836636758229,0.14887763966350676,null,663,64.064950000000039,5,0.99722489741854947,0.92969153244476921,0.98917514077175372,1.0475299867559293,0.11783845431116013]
[812,71.945408000000043,6,0.99098181759899728,0.90668559412857219,0.98113182218280204,1.0544369454807219,null,209,15.253359999999997,6,0.96156732549137902,0.87448923250155675,0.94579707905403332,1.0322255172395314,0.15773628473797463,null,603,56.692048000000007,6,0.99889597581276879,0.91918697235080127,0.98652962422461443,1.0569249153635738,0.13773794301277253]
[748,63.283398000000027,7,0.98791202500269715,0.90241892372724797,0.96831371779183706,1.0463039264889074,null,208,15.245859999999997,7,0.95836273056708021,0.87637771867226977,0.94351902379232211,1.0056298766560425,0.12925215798377276,null,540,48.037538000000012,7,0.9972901993392792,0.91495327790568859,0.97841363736080655,1.0564180688221725,0.1414647909164839]
[701,58.125950000000017,8,0.98287574988807003,0.89911102912534036,0.96577472414599663,1.0403963040705464,null,206,15.239409999999996,8,0.95415674761073421,0.86598135781043251,0.94726863185053412,1.0142944409837744,0.14831308317334191,null,495,42.886540000000018,8,0.99308083172715678,0.90965508535458883,0.9734602997064985,1.0491359454115625,0.13948086005697369]
[672,55.067230000000009,9,0.98220722278858952,0.88685060723352371,0.96530563177564499,1.0492734122825262,null,208,15.247359999999997,9,0.97530237961808353,0.88283779200169077,0.95048954554756881,1.0318262944592318,0.14898850245754103,null,464,39.819870000000002,9,0.98485114476935576,0.88839814460743904,0.97372755004415013,1.0554830822975454,0.16708493769010635]
[526,41.763170000000009,10,0.96743886992635253,0.85241018290887505,0.94462946627430222,1.0448174643999224,null,208,15.250059999999998,10,0.96385514056454658,0.81979134053250358,0.9268644948474003,1.0046586053914401,0.18486726485893656,null,318,26.513110000000001,10,0.96950019309030055,0.8664959695902974,0.95584522309787934,1.0708669481427506,0.20437097855245323]
[423,33.199470000000005,11,0.93323622830005515,0.84339044470317304,0.93448055629103655,0.99492065320024947,null,204,14.933559999999996,11,0.93393374851811584,0.85400585210323732,0.92229336397610406,0.98858800601648622,0.1345821539132489,null,219,18.265910000000009,11,0.93266596051555384,0.81676728440528579,0.94368721994002269,1.0064457588612847,0.18967847445599895]
[352,25.947150000000001,12,0.90734252046972153,0.8011637639230238,0.89615497209210082,0.98151498184808761,null,198,13.133239999999995,12,0.92990731749718103,0.8395938519956867,0.90161716644774081,0.97921999016608052,0.13962613817039382,null,154,12.81391,12,0.88421539573473418,0.74596315895191467,0.88238578008454627,0.9846787198466822,0.23871556089476753]
[256,17.481889999999993,13,0.88370657244758266,0.75118698384443461,0.88066560350806089,0.96966166346221216,null,194,12.614939999999997,13,0.9004674292272512,0.78836201387860805,0.88878774696695362,0.96878360246414208,0.18042158858553403,null,62,4.8669500000000001,13,0.84026310115157221,0.5860210796172548,0.84391125254808252,0.97217295116187563,0.38615187154462083]
[187,12.082339999999997,14,0.87821475865480347,0.72551332893368459,0.88185982547731934,0.97056291860116595,null,187,12.082339999999997,14,0.87821475865480347,0.72551332893368459,0.88185982547731934,0.97056291860116595,0.24504958966748136,null,null,null,14]
[144,7.2414399999999963,15,0.82476313533381229,0.77950667123426753,0.83879091426548447,0.9353915999579594,null,144,7.2414399999999963,15,0.82476313533381229,0.77950667123426753,0.83879091426548447,0.9353915999579594,0.15588492872369186,null,null,null,15]
[122,5.8209599999999959,16,0.80224464774354254,0.68629229864657537,0.8052607567486243,0.92758059277402671,null,122,5.8209599999999959,16,0.80224464774354254,0.68629229864657537,0.8052607567486243,0.92758059277402671,0.24128829412745134,null,null,null,16]
[100,3.408720000000002,17,0.75967593599670202,0.64326112131751512,0.76888465715152798,0.85807498988010378,null,100,3.408720000000002,17,0.75967593599670202,0.64326112131751512,0.76888465715152798,0.85807498988010378,0.21481386856258866,null,null,null,17]
[89,3.0013900000000007,18,0.74528786793204305,0.54573100060485702,0.6815806122001653,0.78740318139731169,null,89,3.0013900000000007,18,0.74528786793204305,0.54573100060485702,0.6815806122001653,0.78740318139731169,0.24167218079245467,null,null,null,18]
[62,1.9708600000000001,19,0.71541404808767628,0.62620934746783874,0.76485807764686209,0.86559206583180059,null,62,1.9708600000000001,19,0.71541404808767628,0.62620934746783874,0.76485807764686209,0.86559206583180059,0.23938271836396185,null,null,null,19]
[48,1.4334300000000002,20,0.59256528020722887,0.57221846997375747,0.79009143344875676,0.90225271590668277,null,48,1.4334300000000002,20,0.59256528020722887,0.57221846997375747,0.79009143344875676,0.90225271590668277,0.3300342459329253,null,null,null,20]
[18,0.73931999999999998,21,0.78213531552939874,0.5727024399381524,0.71915186148192167,0.82491092065426097,null,18,0.73931999999999998,21,0.78213531552939874,0.5727024399381524,0.71915186148192167,0.82491092065426097,0.25220848071610857,null,null,null,21]
[14,0.57957000000000003,22,0.65960882911851604,0.65384871111879583,0.75344730837533835,0.86252639267400844,null,14,0.57957000000000003,22,0.65960882911851604,0.65384871111879583,0.75344730837533835,0.86252639267400844,0.2086776815552126,null,null,null,22]
[4,0.13985,23,0.87631359126460773,0.86676443998182817,0.90472438192012761,0.92382821797299997,null,4,0.13985,23,0.87631359126460773,0.86676443998182817,0.90472438192012761,0.92382821797299997,5.7063777991171794E-2,null,null,null,23]
[]
["Years with fewer than 10 projects are excluded from the graph."]

{"sheet":"Wind Turbine Prices","index":42,"n_rows":147,"n_cols":9,"rows_kept":147,"cut":false,"hidden":false,"merged":[[24,3,24,4],[24,5,24,6],[24,7,24,8],[23,3,23,4],[23,5,23,6],[23,7,23,8]]}
["Reported wind turbine transaction prices over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, annual financial reports, forecast providers"]
[]
[]
[null," U.S. turbine orders",null," Vestas global average",null," SGRE global average",null," Nordex global average"]
["Order Date","(2021 $/kW)",null,"(2021 $/kW)",null,"(2021 $/kW)",null,"(2021 $/kW)"]
["1997-02-01",1953.9349908740069,null,"2005-06-30",1448.2604130096906]
["1997-12-01",1521.9980729994545,null,"2006-06-30",1453.1438796492141]
["1998-01-01",1490.4044662244717,null,"2007-06-30",1716.6055150748152]
["1998-05-01",1257.8914269593618,null,"2008-06-30",1963.0107500816798]
["1998-05-01",1438.7647040384859,null,"2009-06-30",1808.1900690878094]
["1998-08-01",1177.0417657777482,null,"2010-06-30",1618.5475975368595]
["1998-08-01",1177.0417657777484,null,"2011-06-30",1657.8259542234773]
["1998-11-01",1460.8696347198204,null,"2012-06-30",1547.3663333333334]
["1998-11-01",1307.5340814572437,null,"2013-06-30",1502.5332692165809]
["2000-07-01",721.92552692379104,null,"2014-06-30",1345.8416151690105]
["2000-12-01",1003.8090666698962,null,"2015-06-30",1150.3483373972035]
["2001-03-01",1165.3699217794838,null,"2016-06-30",1122.0467808367641,"2016-06-30",1104.5157855980658,"2016-06-30",1169.7025520653622]
["2001-04-01",745.42445682546008,null,"2017-06-30",988.68273235043807,"2017-06-30",1007.3960515723944,"2017-06-30",1003.6588611134773]
["2002-02-01",972.66091805447411,null,"2018-06-30",945.54074364723965,"2018-06-30",931.62585547131152,"2018-06-30",970.02568360922226]
["2002-04-01",737.96506986671784,null,"2019-06-30",910.86674037121759,"2019-06-30",871.43479458656623,"2019-06-30",839.23652697211503]
["2002-05-01",882.77900770392625,null,"2020-06-30",874.99444017741916,"2020-06-30",809.39337010461747,"2020-06-30",832.72250805792737]
["2002-06-01",989.86217922481103,null,"2021-06-30",961.64248271670601,"2021-06-30",773.44313289820855,"2021-06-30",845.86361233480181]
["2002-08-01",883.65778650522657]
["2002-12-01",1001.93362898765]
["2003-05-01",1206.2584185161306]
["2003-06-01",1164.5214755082013]
["2003-07-01",1241.9140159177998]
["2004-12-01",1193.8868413903062]
["2004-08-01",1249.9654539633109]
["2005-03-01",1367.1481407987467]
["2005-05-01",1587.5941694008673]
["2005-11-01",1560.8080367186633]
["2006-01-01",1597.9797249866299]
["2006-05-01",1581.0495751754065]
["2006-06-01",1443.0509690023268]
["2006-07-01",1490.2672499688781]
["2006-07-01",1420.8046789878463]
["2006-09-01",1379.5279328231209]
["2006-09-01",1896.2656688109241]
["2007-03-01",1564.1363013658977]
["2007-03-01",1648.9388719218805]
["2007-03-01",1395.45493553232]
["2007-04-01",1428.1641985550036]
["2007-05-01",1241.755881006477]
["2007-06-01",1702.9245885663324]
["2007-06-01",1892.6746895690799]
["2007-06-01",1600.4930343668536]
["2007-06-01",1418.5957307784936]
["2007-07-01",1874.7014671317377]
["2007-08-01",2410.2536987607255]
["2007-09-01",1678.7602657444995]
["2007-09-01",1699.1088750262509]
["2007-10-01",1778.1490098656811]
["2007-10-01",1852.5065870336862]
["2007-11-01",1864.0770730405604]
["2007-12-01",1651.8754810553207]
["2008-01-01",2089.4067576283114]
["2008-01-01",1584.8048829098234]
["2008-02-01",1774.5736284202928]
["2008-03-01",1685.380164229608]
["2008-04-01",2226.7988575775635]
["2008-04-01",2523.5704144147185]
["2008-06-01",2056.7318665467392]
["2008-08-01",1920.6568059899839]
["2008-10-01",1829.8526129120141]
["2008-11-01",1857.273264587428]
["2008-11-01",1381.1483005480677]
["2008-12-01",2104.9835750096427]
["2009-02-01",1495.7512048165918]
["2009-03-01",1736.1085903979504]
["2009-04-09",1336.7876750846467]
["2009-05-01",1622.7549993784035]
["2009-06-01",1782.621142655209]
["2009-07-01",1965.5945215200938]
["2009-07-01",2043.2582079891156]
["2009-08-01",1662.6109955814507]
["2009-09-01",2038.1851579723266]
["2009-10-01",1931.1958265222688]
["2009-12-01",1985.8479865720008]
["2010-01-01",2420.8276481011976]
["2010-01-01",1857.2966611554848]
["2010-03-01",1856.5813048898599]
["2010-06-01",1464.9523631503346]
["2010-07-01",1847.2668577167049]
["2010-07-01",1723.7481185738561]
["2010-07-01",1888.3172323326316]
["2010-08-01",1649.4382024208478]
["2010-10-01",1515.4515456669556]
["2010-10-01",1448.5933892404723]
["2011-02-01",1490.0821276182094]
["2011-02-01",1814.6760413829945]
["2011-03-01",1421.607817557832]
["2011-05-31",1360.0793210603265]
["2011-05-01",2014.9323274967805]
["2011-06-01",1447.6550600388914]
["2011-08-01",2002.0314285018187]
["2011-09-01",2001.0172590092493]
["2011-09-01",1550.7883757321683]
["2011-10-01",1607.1453397901889]
["2011-10-01",1170.0018073672577]
["2011-11-01",1611.125398228387]
["2011-12-01",1231.7012728558377]
["2012-01-01",1789.4189819552053]
["2012-01-01",1196.0314812252625]
["2012-02-01",1348.0301277579165]
["2012-02-01",1147.1574196219724]
["2012-10-01",1367.3538638595874]
["2013-01-17",1369.181714685388]
["2013-01-01",1513.9136339420149]
["2013-05-01",1452.1143388629057]
["2013-05-01",1283.8490621828853]
["2013-07-01",1326.7041919183303]
["2013-11-01",1539.6954914649452]
["2013-12-01",1064.6377327606176]
["2013-12-01",1455.1288887531089]
["2013-12-01",1725.1902756359025]
["2013-12-01",1194.1095103724508]
["2014-01-01",1065.1174462856336]
["2014-03-01",998.88528863644012]
["2014-04-01",1144.9823663478739]
["2014-05-01",1406.9014314686322]
["2014-06-01",1091.9194138899345]
["2014-07-01",1274.4290805844869]
["2014-12-01",1324.8623456281084]
["2015-01-01",1351.5676062892258]
["2015-09-01",1457.3500121539382]
["2016-07-01",984.6207505904863]

{"sheet":"CapEx Over Time","index":43,"n_rows":1188,"n_cols":12,"rows_kept":1188,"cut":false,"hidden":false,"merged":[]}
["Installed wind power project costs over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: Size of bubble reflects project capacity. ",null,null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects project capacity. "]
["Sources: Berkeley Lab, EIA (some data points suppressed to protect confidentiality)",null,null,null,null,null,null,null,null,null,null,"Sources: Berkeley Lab, EIA (some data points suppressed to protect confidentiality)"]
[]
[]
[null,"Capacity-"]
["Commercial","Weighted"]
["Operation","Average"]
["Date","2021 $/kW"]
[1982]
[1983,4804.0606154491834]
[1984]
[1985,3678.5148773965525,1985]
[1986]
[1987]
[1988]
[1989]
[1990,3429.2101423144122,1990]
[1991]
[1992]
[1993]
[1994,2184.2083823469511]
[1995,null,1995]
[1996]
[1997]
[1998,1646.042992011779]
[1999,1934.7284745363995]
[2000,1948.3887393774821,2000]
[2001,1530.0047780742354]
[2002,1788.6117894072966]
[2003,1624.451754112582]
[2004,1497.2564653678537]
[2005,1758.1318182426219,2005]
[2006,1962.314683115588]
[2007,2158.9166538705799]
[2008,2414.1443599212016]
[2009,2643.0476754027345]
[2010,2639.5335551355151,2010]
[2011,2529.9630201758787]
[2012,2284.7220025942938]
[2013,2149.6880533177218]
[2014,1983.5560176520939]
[2015,1806.1041443577649,2015]
[2016,1847.5205984502163]
[2017,1763.1772643189879]
[2018,1552.5528677302791]
[2019,1488.9323815546672]
[2020,1523.0573977718359]
[2021,1501.0774199898513,2021]
[]
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[]
[]
[]
[null,null,null,2020,1249.156649996952,195.84]
[null,null,null,2020,1616.9778700274837,193.24]
[null,null,null,2020,1554.2237694339753,179.88]
[null,null,null,2020,1638.0453484185318,168.8]
[null,null,null,2020,1698.6084888446217,168.6]
[null,null,null,2020,1215.1409029048759,162.25]
[null,null,null,2020,1428.1696938197815,162.15]
[null,null,null,2020,983.67671387430687,160.74]
[null,null,null,2020,1634.9062318404408,152.19999999999999]
[null,null,null,2020,1220.0323687357723,151.19999999999999]
[null,null,null,2020,1723.8887730652671,150]
[null,null,null,2020,1763.801330328148,150]
[null,null,null,2020,1598.1077346885818,149.9]
[null,null,null,2020,1797.5782313855516,149.66]
[null,null,null,2020,1933.2103980236495,149.4]
[null,null,null,2020,1238.0305583775457,146.63999999999999]
[null,null,null,2020,1548.7989859950962,136.80000000000001]
[null,null,null,2020,1265.6703579651783,133.28]
[null,null,null,2020,1560.2584383305132,131.30000000000001]
[null,null,null,2020,1960.6743505571358,130.91999999999999]
[null,null,null,2020,1254.8904364139373,126]
[null,null,null,2020,1560.2584383305129,122.8]
[null,null,null,2020,1933.720613770794,112.42]
[null,null,null,2020,2055.6894973954668,106.4]
[null,null,null,2020,1810.4578326473488,102]
[null,null,null,2020,1723.2421481442184,90]
[null,null,null,2020,1638.0453484185321,83.7]
[null,null,null,2020,1629.4576741974913,79.900000000000006]
[null,null,null,2020,2141.6105381775046,72.599999999999994]
[null,null,null,2020,2104.724662242123,72.45]
[null,null,null,2020,1674.5141165158095,60.4]
[null,null,null,2020,1389.4359723474483,59.22]
[null,null,null,2020,1499.8310572997327,50.6]
[null,null,null,2020,1653.2529291222804,50.4]
[null,null,null,2020,1415.148567047604,36.799999999999997]
[null,null,null,2020,1822.7113543573141,5]
[null,null,null,2021,1574.7314690237797,383.52]
[null,null,null,2021,1425.6034904980879,303.2]
[null,null,null,2021,1692.4603174603176,302.39999999999998]
[null,null,null,2021,1400.1566933488841,301.14]
[null,null,null,2021,1199.3764407790143,301.10000000000002]
[null,null,null,2021,1587.5119978730531,298.8]
[null,null,null,2021,1774.8928198258538,298.60000000000002]
[null,null,null,2021,1336.2640429837415,286.62]
[null,null,null,2021,1234.8178137651821,247]
[null,null,null,2021,1632.8400667222684,239.8]
[null,null,null,2021,1261.9680851063831,225.6]
[null,null,null,2021,1763.0715504587156,218]
[null,null,null,2021,1654.5514311926604,218]
[null,null,null,2021,1310.4460717601603,212.8]
[null,null,null,2021,1399.7134670487108,209.4]
[null,null,null,2021,1798.8534625628884,202.74]
[null,null,null,2021,1354.062186559679,199.4]
[null,null,null,2021,1597.1332827086476,198]
[null,null,null,2021,1529.8885511651467,197.4]
[null,null,null,2021,1567.7646880022687,184.9]
[null,null,null,2021,1399.4169096209914,180.07499999999999]
[null,null,null,2021,1529.7434933333336,166.08]
[null,null,null,2021,1468.9504566641601,155]
[null,null,null,2021,1372.536414827744,153.6]
[null,null,null,2021,1735.7142857142858,140]
[null,null,null,2021,1215.1409029048762,137.75]
[null,null,null,2021,1523.8971906754334,125.47499999999999]
[null,null,null,2021,1665.5884843353092,118.1]
[null,null,null,2021,1474.7862652499016,100.8]
[null,null,null,2021,1503.0060120240482,99.8]
[null,null,null,2021,1650,93.06]

{"sheet":"CapEx Trend by Region","index":44,"n_rows":60,"n_cols":12,"rows_kept":60,"cut":false,"hidden":false,"merged":[]}
["Installed wind power project costs by region, over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: NYISO data are not available over this period. For other regions, data for specific years are missing. ",null,null,null,null,null,null,null,null,null,null,"Sources: Berkeley Lab, EIA"]
["Sources: Berkeley Lab, EIA"]
[]
[null,"National","ERCOT","West (non-ISO)","SPP","PJM","MISO","ISO-NE","CAISO","NYISO"]
[null,"Capacity-","Capacity-","Capacity-","Capacity-","Capacity-","Capacity-","Capacity-","Capacity-","Capacity-"]
["Commercial","Weighted","Weighted","Weighted","Weighted","Weighted","Weighted","Weighted","Weighted","Weighted"]
["Operation","Average","Average","Average","Average","Average","Average","Average","Average","Average"]
["Date","2021 $/kW","2021 $/kW","2021 $/kW","2021 $/kW","2021 $/kW","2021 $/kW","2021 $/kW","2021 $/kW","2021 $/kW"]
[2010,2639.5335551355151,2535.4493750516863,2593.4339685099494,2702.7832382008801,2489.0356687785811,2670.9860096083867,2945.1520986381079,3012.2407734142498,{"$error":"#N/A"}]
[2011,2529.9630201758787,{"$error":"#N/A"},2392.7420338998418,2528.9661322730381,2810.1955178243129,2476.555496675946,3068.7943616455586,2692.0522587745568,{"$error":"#N/A"}]
[2012,2284.7220025942938,2152.9845835689553,2432.7911546981327,2057.3638197835389,2282.5971686807657,2140.6221578931827,2735.5426623768076,2543.6829410788691,2334.0560620525075]
[2013,2149.6880533177218,{"$error":"#N/A"},{"$error":"#N/A"},1827.2691816722902,{"$error":"#N/A"},2055.6715673788021,{"$error":"#N/A"},2600.5647391167754,{"$error":"#N/A"}]
[2014,1983.5560176520939,1767.2964115982713,2042.4089145963696,2072.7288951880378,2227.5643714603621,2028.4581767643811,{"$error":"#N/A"},2547.8905300326091,{"$error":"#N/A"}]
[2015,1806.1041443577649,1718.8731651472924,{"$error":"#N/A"},1733.6546091516266,2247.3431908993516,1947.4723127135433,2254.8895240798656,{"$error":"#N/A"},{"$error":"#N/A"}]
[2016,1847.5205984502163,1780.4307188881264,1789.9171598754174,1782.3846464657033,2012.6505749700032,1822.7914965838056,2881.8083984015148,{"$error":"#N/A"},{"$error":"#N/A"}]
[2017,1764.4595119187582,1553.6854933544168,1873.122214571541,1759.133592408167,1966.591277389583,1849.49339491306,2340.2641283966818,2151.2987584243056,{"$error":"#N/A"}]
[2018,1552.5528677302791,1335.7963683622784,1494.0353022887036,1425.2837743776913,1910.8704975828655,1680.3803030643519,{"$error":"#N/A"},1888.3365988673963,{"$error":"#N/A"}]
[2019,1489.3994173013255,1361.1776656855782,1509.4612503508276,1490.3530387670246,1600.9104584492991,1568.9491834091939,2563.3490083322949,1880.1301468810038,{"$error":"#N/A"}]
[2020,1523.0573977718359,1336.0218880957341,1435.2822412112332,1531.942919590261,1478.4263274037578,1700.635975677422,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"}]
[2021,1501.0774199898513,1349.1037678331911,1384.3587796006129,1504.3510393753727,1396.0278426433981,1599.9724063654037,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"}]
[]
[]
[null,"National","ERCOT","West (non-ISO)","SPP","PJM","MISO","ISO-NE","CAISO","NYISO"]
["Commercial","Sample","Sample","Sample","Sample","Sample","Sample","Sample","Sample","Sample"]
["Operation","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity"]
["Date","(MW)","(MW)","(MW)","(MW)","(MW)","(MW)","(MW)","(MW)","(MW)"]
[2010,5140.7700000000004,653.87,1263.8,826.8,975.90000000000009,885.19999999999993,95.700000000000017,439.5,{"$error":"#N/A"}]
[2011,6375.45,{"$error":"#N/A"},1937.9000000000003,1018.1,567,1466.45,193.5,915.7,{"$error":"#N/A"}]
[2012,9556.0400000000027,505.2,1884.45,1867.8500000000001,1354.3300000000002,2000.2299999999998,314.05,1341.98,287.95000000000005]
[2013,858.46999999999991,{"$error":"#N/A"},{"$error":"#N/A"},328.55,{"$error":"#N/A"},221.35,{"$error":"#N/A"},269.11,{"$error":"#N/A"}]
[2014,5101.4280000000026,1688.4900000000002,547.12000000000012,1241.1999999999998,240.85,1132.4080000000001,{"$error":"#N/A"},106.39999999999998,{"$error":"#N/A"}]
[2015,8172.2500000000027,3445.49,{"$error":"#N/A"},2534.86,362.1,1078.1499999999999,166.85,{"$error":"#N/A"},{"$error":"#N/A"}]
[2016,8172.6219999999976,2610.94,348.54999999999995,3117.2349999999997,428.7,1278.797,310.70000000000005,{"$error":"#N/A"},{"$error":"#N/A"}]
[2017,6811.7000000000016,1796.9750000000004,747.5,2334.085,806.25,1018.0899999999999,54.3,49.7,{"$error":"#N/A"}]
[2018,7475.5699999999988,2056.56,785.70999999999992,1966.9749999999999,509.5,1646.075,{"$error":"#N/A"},329.85,{"$error":"#N/A"}]
[2019,8617.67,3152.97,577.45000000000005,1212.9699999999998,493.95,3008.23,38.4,{"$error":"#N/A"},{"$error":"#N/A"}]
[2020,12173.184999999999,2209.37,2780.875,2557.1499999999996,533.55999999999995,3541.1300000000006,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"}]
[2021,6498.16,615.07499999999993,853.50000000000011,2133.4700000000003,445,2325.64,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"}]

{"sheet":"2021 CapEx by Region","index":45,"n_rows":59,"n_cols":7,"rows_kept":59,"cut":false,"hidden":false,"merged":[]}
["Installed wind power project costs by region, in 2021"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Notes: Size of bubble reflects project capacity. Other regions lack adequate data for inclusion. "]
["Sources: Berkeley Lab"]
[]
[null,2021]
[null,"Capacity-"]
[null,"Weighted"]
[null,"Average",null,"Region",null,"Project","Region"]
["Region","2021 $/kW",null,"Name","2021 $/kW","MW","Code"]
["ERCOT",1349.1037678331911,null,"ERCOT",1261.9680851063831,225.6,1]
["West (non-ISO)",1384.3587796006129,null,"ERCOT",1399.7134670487108,209.4,1]
["PJM",1396.0278426433981,null,"ERCOT",1399.4169096209914,180.07499999999999,1]
["SPP",1504.3510393753727,null,"West (non-ISO)",1199.3764407790143,301.10000000000002,2]
["MISO",1599.9724063654037,null,"West (non-ISO)",1632.8400667222684,239.8,2]
[null,null,null,"West (non-ISO)",1310.4460717601603,212.8,2]
[null,null,null,"West (non-ISO)",1503.0060120240482,99.8,2]
[null,null,null,"PJM",1234.8178137651821,247,3]
[null,null,null,"PJM",1597.1332827086476,198,3]
[null,null,null,"SPP",1425.6034904980879,303.2,4]
[null,null,null,"SPP",1587.5119978730531,298.8,4]
[null,null,null,"SPP",1774.8928198258538,298.60000000000002,4]
[null,null,null,"SPP",1336.2640429837415,286.62,4]
[null,null,null,"SPP",1354.062186559679,199.4,4]
[null,null,null,"SPP",1529.8885511651467,197.4,4]
[null,null,null,"SPP",1372.536414827744,153.6,4]
[null,null,null,"SPP",1735.7142857142858,140,4]
[null,null,null,"SPP",1215.1409029048762,137.75,4]
[null,null,null,"SPP",1665.5884843353092,118.1,4]
[null,null,null,"MISO",1574.7314690237797,383.52,5]
[null,null,null,"MISO",1692.4603174603176,302.39999999999998,5]
[null,null,null,"MISO",1400.1566933488841,301.14,5]
[null,null,null,"MISO",1763.0715504587156,218,5]
[null,null,null,"MISO",1654.5514311926604,218,5]
[null,null,null,"MISO",1798.8534625628884,202.74,5]
[null,null,null,"MISO",1567.7646880022687,184.9,5]
[null,null,null,"MISO",1529.7434933333336,166.08,5]
[null,null,null,"MISO",1468.9504566641601,155,5]
[null,null,null,"MISO",1474.7862652499016,100.8,5]
[null,null,null,"MISO",1650,93.06,5]

{"sheet":"CapEx by Project Capacity","index":46,"n_rows":122,"n_cols":7,"rows_kept":122,"cut":false,"hidden":false,"merged":[]}
["Installed wind power project costs by project size: 2020 and 2021 projects"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab"]
[]
[null,"2020-2021","2020-2021","2020-2021"]
["Project","Sample","Sample","Average Cost",null,"Individual Projects:"]
["Size Bin","Projects","MW","2021 $/kW",null,"2021 $/kW","Bin"]
["≤5 MW",1,5,{"$error":"#N/A"},null,1822.7113543573141,1]
["5-20 MW",{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,1415.148567047604,3]
["20-50 MW",1,36.799999999999997,{"$error":"#N/A"},null,1389.4359723474483,4]
["50-100 MW",11,812.12999999999988,1694.981756691933,null,1499.8310572997327,4]
["100-200 MW",43,6747.0599999999995,1526.8828594180532,null,1503.0060120240482,4]
[">200 MW",40,11070.355000000003,1495.4347798792235,null,1629.4576741974913,4]
[null,null,null,null,null,1638.0453484185321,4]
["Total",96,18671.345000000001,null,null,1650,4]
[null,null,null,null,null,1653.2529291222804,4]
[null,null,null,null,null,1674.5141165158095,4]
[null,null,null,null,null,1723.2421481442184,4]
[null,null,null,null,null,2104.724662242123,4]
[null,null,null,null,null,2141.6105381775046,4]
[null,null,null,null,null,983.67671387430687,5]
[null,null,null,null,null,1197.8499620314858,5]
[null,null,null,null,null,1215.1409029048759,5]
[null,null,null,null,null,1215.1409029048762,5]
[null,null,null,null,null,1220.0323687357723,5]
[null,null,null,null,null,1238.0305583775457,5]
[null,null,null,null,null,1249.156649996952,5]
[null,null,null,null,null,1254.8904364139373,5]
[null,null,null,null,null,1265.6703579651783,5]
[null,null,null,null,null,1265.6703579651783,5]
[null,null,null,null,null,1354.062186559679,5]
[null,null,null,null,null,1372.536414827744,5]
[null,null,null,null,null,1399.4169096209914,5]
[null,null,null,null,null,1428.1696938197815,5]
[null,null,null,null,null,1468.9504566641601,5]
[null,null,null,null,null,1471.9139310124585,5]
[null,null,null,null,null,1474.7862652499016,5]
[null,null,null,null,null,1523.8971906754334,5]
[null,null,null,null,null,1529.7434933333336,5]
[null,null,null,null,null,1529.8885511651467,5]
[null,null,null,null,null,1548.7989859950962,5]
[null,null,null,null,null,1554.2237694339753,5]
[null,null,null,null,null,1560.2584383305129,5]
[null,null,null,null,null,1560.2584383305132,5]
[null,null,null,null,null,1567.7646880022687,5]
[null,null,null,null,null,1597.1332827086476,5]
[null,null,null,null,null,1598.1077346885818,5]
[null,null,null,null,null,1616.9778700274837,5]
[null,null,null,null,null,1634.9062318404408,5]
[null,null,null,null,null,1638.0453484185318,5]
[null,null,null,null,null,1665.5884843353092,5]
[null,null,null,null,null,1698.6084888446217,5]
[null,null,null,null,null,1723.8887730652671,5]
[null,null,null,null,null,1735.7142857142858,5]
[null,null,null,null,null,1751.8760483297247,5]
[null,null,null,null,null,1763.801330328148,5]
[null,null,null,null,null,1797.5782313855516,5]
[null,null,null,null,null,1810.4578326473488,5]
[null,null,null,null,null,1816.0953235529885,5]
[null,null,null,null,null,1933.2103980236495,5]
[null,null,null,null,null,1933.720613770794,5]
[null,null,null,null,null,1960.6743505571358,5]
[null,null,null,null,null,2055.6894973954668,5]
[null,null,null,null,null,1102.1372045094613,6]
[null,null,null,null,null,1159.5187632464781,6]
[null,null,null,null,null,1180.6009225782323,6]
[null,null,null,null,null,1183.5788015307235,6]
[null,null,null,null,null,1199.3764407790143,6]
[null,null,null,null,null,1234.8178137651821,6]
[null,null,null,null,null,1260.3921481718303,6]
[null,null,null,null,null,1261.9680851063831,6]
[null,null,null,null,null,1263.7163921687666,6]
[null,null,null,null,null,1295.3104150025456,6]
[null,null,null,null,null,1310.4460717601603,6]
[null,null,null,null,null,1312.6964889704386,6]
[null,null,null,null,null,1336.2640429837415,6]
[null,null,null,null,null,1339.6439561475634,6]
[null,null,null,null,null,1399.7134670487108,6]
[null,null,null,null,null,1400.1566933488841,6]
[null,null,null,null,null,1425.6034904980879,6]
[null,null,null,null,null,1445.3834998917314,6]
[null,null,null,null,null,1454.3911400612931,6]
[null,null,null,null,null,1469.5126902173536,6]
[null,null,null,null,null,1500.9674056375004,6]
[null,null,null,null,null,1508.8115033677777,6]
[null,null,null,null,null,1547.538197971932,6]
[null,null,null,null,null,1574.7314690237797,6]
[null,null,null,null,null,1577.7643416089172,6]
[null,null,null,null,null,1581.0387849676194,6]
[null,null,null,null,null,1587.5119978730531,6]
[null,null,null,null,null,1601.3821184710687,6]
[null,null,null,null,null,1632.8400667222684,6]
[null,null,null,null,null,1654.5514311926604,6]
[null,null,null,null,null,1673.5253751876276,6]
[null,null,null,null,null,1692.4603174603176,6]
[null,null,null,null,null,1721.4784423612964,6]
[null,null,null,null,null,1748.6571076362461,6]
[null,null,null,null,null,1763.0715504587156,6]
[null,null,null,null,null,1774.8928198258538,6]
[null,null,null,null,null,1798.8534625628884,6]
[null,null,null,null,null,1814.6464612259692,6]
[null,null,null,null,null,1823.970999767756,6]
[null,null,null,null,null,1835.5888945666156,6]

{"sheet":"O&M Over Time","index":47,"n_rows":219,"n_cols":3,"rows_kept":219,"cut":false,"hidden":false,"merged":[]}
["Average O&M costs for available data years from 2000 to 2021, by COD"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab; some data points suppressed to protect confidentiality "]
[]
[null,"Average","Average"]
[null,"$/kW-yr","$/kW-yr"]
["Commercial","(projects ","(projects "]
["Operation","with 2021","with no 2021"]
["Date","O&M data)","O&M data)"]
[2020,7.9298370429252785,""]
[2020,10.339933097205824,""]
[2020,11.154049207673062,""]
[2020,11.355559984057393,""]
[2019,12.230638777975086,""]
[2020,12.504685646500594,""]
[2019,13.972581254562119,""]
[2012,15.426819619000984,""]
[2019,15.502437452063926,""]
[2009,15.537816387006821,""]
[2019,15.660527375497175,""]
[2012,15.940234010736738,""]
[2009,16.383977393736927,""]
[2019,16.449043687169549,""]
[2020,17.221370887337986,""]
[2010,18.163689271160823,""]
[2018,18.658834562079861,""]
[2019,19.048962059403763,""]
[2018,19.267256206358002,""]
[2018,20.155518728403113,""]
[2008,20.318106807671068,""]
[2008,20.357940550106012,""]
[2007,20.369165275670532,""]
[2008,21.102298055486308,""]
[2009,21.347610334759583,""]
[2019,21.504990723272378,""]
[2020,21.644222646822204,""]
[2020,21.675045992115638,""]
[2008,21.789222868564178,""]
[2012,22.090013856477761,""]
[2020,22.356604395604396,""]
[2012,22.393260287977512,""]
[2010,22.456048572540563,""]
[2019,22.647996966391943,""]
[2008,22.682182880267852,""]
[2007,23.035483727442802,""]
[2010,23.176739231146108,""]
[2016,23.348676784597721,""]
[2019,23.725238750559647,""]
[2011,23.8069169439825,""]
[2008,24.401373030687918,""]
[2007,24.545149242674956,""]
[2020,24.551706422018349,""]
[2020,24.986590476190475,""]
[2008,25.149724317696528,""]
[2018,25.173751019406819,""]
[2008,25.423346241801589,""]
[2020,25.635398019801979,""]
[2015,25.93103045562755,""]
[2017,26.024955261787824,""]
[2008,26.18961321899328,""]
[2016,26.275425103310216,""]
[2018,26.392458922153661,""]
[2012,26.399456653903687,""]
[2018,26.435937481747832,""]
[2019,26.614742942596045,""]
[2020,26.667386666666665,""]
[2015,26.702695228549647,""]
[2016,27.083126220510458,""]
[2005,27.218500775374164,""]
[2011,27.363121566637666,""]
[2004,27.481463481868907,""]
[2017,27.541905334387604,""]
[2006,27.545703826067804,""]
[2016,27.675873868668809,""]
[2006,27.692560065113483,""]
[2014,28.042399862516159,""]
[2007,28.42669277149745,""]
[2011,28.67664765899254,""]
[2015,28.904783444035008,""]
[2014,29.107637366614803,""]
[2014,29.477412192754297,""]
[2008,29.682636116063456,""]
[2020,29.738346666666665,""]
[2009,29.747879573263301,""]
[2009,29.835078128403676,""]
[2012,29.986291767643479,""]
[2016,30.028574221839591,""]
[2009,30.221913791965761,""]
[2020,31.097653846153847,""]
[2020,31.324909090909092,""]
[2008,31.803046429247168,""]
[2006,31.880555190412132,""]
[2009,31.998244775008661,""]
[2008,32.371342583495455,""]
[2012,32.715920543591253,""]
[2015,33.213699631414961,""]
[2010,33.855987233722288,""]
[2014,35.096871743044176,""]
[2011,35.99321685309134,""]
[2017,36.674774874501104,""]
[2014,36.790739003832371,""]
[2020,38.359277708592778,""]
[2014,39.334527497705444,""]
[2012,40.33834823981487,""]
[2012,40.716134192741272,""]
[2014,42.602839479225558,""]
[2005,43.082290429149005,""]
[2009,43.382029794991936,""]
[2015,44.259548955361659,""]
[2008,44.26051706419485,""]
[2010,44.547848996886934,""]
[2006,45.623926311522375,""]
[2012,45.727137389148886,""]
[2001,48.199579425179223,""]
[2009,50.770644471959493,""]
[2008,51.66603715212554,""]
[2014,53.325125763526216,""]
[2012,57.689132185856515,""]
[2012,58.812260874310468,""]
[1999,64.64439392161681,""]
[2012,"",68.164198620559304]
[2007,"",33.850895166987122]
[2007,"",100.99076508155365]
[2006,"",132.05103122140628]
[2004,"",58.729326412812412]
[2002,"",8.2359331163403979]
[2002,"",7.5513977134079262]
[2002,"",38.548510662935911]
[2002,"",42.914696233633698]
[2002,"",37.851553826701888]
[2002,"",19.170832724735639]
[2002,"",32.771657763636036]
[2002,"",23.801194645172057]
[2002,"",39.198229922232585]
[2001,"",8.3883230637408452]
[2001,"",4.9436621570551251]
[2001,"",17.035439597892367]
[2001,"",27.717392516619974]
[2001,"",41.576089105545094]
[2001,"",27.036740342247057]
[2001,"",64.851581018988668]
[2001,"",40.865541384489255]
[2001,"",31.669354243976887]
[2000,"",55.21068580034963]
[2000,"",36.162902917354451]
[2000,"",38.871559796217817]
[2000,"",31.591548710005309]
[2000,"",29.352959583454044]
[2000,"",21.27264766868279]
[1999,"",61.46332132881134]
[1999,"",47.029989074939678]
[1999,"",147.02894711530985]
[1999,"",72.321974860359745]
[1999,"",45.102468696933173]
[1999,"",131.3246584120817]
[1999,"",29.470442645508438]
[1999,"",21.636395975093521]
[1999,"",103.28098664491493]
[1999,"",42.166579246297367]
[1999,"",29.479202566324911]
[1999,"",48.528502926173907]
[1999,"",37.74690004573123]
[1999,"",78.023713775457495]
[1999,"",77.143070966898506]
[1999,"",66.36872906363547]
[1999,"",15.238035999917798]
[1999,"",36.104914033881151]
[1998,"",60.692234250415126]
[1998,"",38.166927393453236]
[1998,"",61.846719500780019]
[1998,"",39.061539238329871]
[1994,"",39.577205743249564]
[1994,"",69.234557319480345]
[1994,"",57.257024762693959]
[1994,"",117.8380226195556]
[1994,"",80.933279582913428]
[1990,"",67.503914561424423]
[1990,"",69.1096928960838]
[1990,"",66.474053271370096]
[1990,"",122.73042140964851]
[1990,"",68.690735619498568]
[1989,"",55.007325834139579]
[1989,"",53.650218711436118]
[1989,"",55.24518045486041]
[1987,"",73.695635082899614]
[1987,"",83.625053957797604]
[1987,"",91.525401432951938]
[1987,"",96.793907032065931]
[1987,"",102.62634017716967]
[1987,"",56.378035272469909]
[1985,"",64.162415656568598]
[1985,"",61.282388953502213]
[1985,"",94.555367744234786]
[1985,"",123.7933814950717]
[1985,"",109.06359320257637]
[1985,"",116.82852406195275]
[1984,"",163.36044077018869]
[1984,"",90.571145530434464]
[1984,"",89.716120879603423]
[1984,"",73.160272058832504]

{"sheet":"O&M by Project Age","index":48,"n_rows":39,"n_cols":21,"rows_kept":39,"cut":false,"hidden":false,"merged":[[25,0,26,0],[25,1,25,20],[34,0,35,0],[34,1,34,20]]}
["Median annual O&M costs by project age and commercial operation date"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab; medians shown only for groups of two or more projects, and only projects >5 MW are included."]
[]
[]
["2021 $/kW-year"]
["Commercial Operation Date","Years Since Commercial Operation Date"]
[null,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20]
["1998−2005",32.771657763636036,34.409178533864811,35.741006018816108,45.125491626649968,50.046385774986241,55.985614118403952,48.481769965951514,45.916624299444223,51.957244731192873,59.867030446244847,78.39507104871592,74.73705102472988,62.703764342146187,43.65910847430753,57.646194522214898,47.013917454159269,44.423347468282287,53.227122064450555,40.191773580022385,51.581715124442191]
["2006−2012",26.607648700050255,27.926810890852394,28.87469708940889,28.34173478516923,27.753798368461702,29.259198618920216,28.726833855582687,26.968997882788422,25.223093984910804,20.441598765432097,21.101929914738513,23.220186700636038,24.779711366641891,23.66162962962963,24.298787044754484,"n/a","n/a","n/a","n/a","n/a"]
["2013−2020",24.605524566032695,26.917481587632007,27.239927817709109,28.149044342125997,29.060458007420685,30.817270930579799,34.018168155279909,"n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a"]
["n/a = insufficient data"]
[]
[]
["Sample Size"]
["Commercial Operation Date","Years Since Commercial Operation Date"]
[null,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20]
["1998−2005",19,32,25,23,11,8,6,8,7,9,8,9,9,9,9,9,6,4,3,2]
["2006−2012",52,54,52,52,52,52,52,52,51,39,34,31,22,7,4,0,0,0,0,0]
["2013−2020",53,36,25,20,18,13,8,0,0,0,0,0,0,0,0,0,0,0,0,0]

{"sheet":"Wind PPAs by Plant_Real","index":49,"n_rows":550,"n_cols":31,"rows_kept":550,"cut":false,"hidden":false,"merged":[]}
["Levelized wind PPA prices by PPA execution date and region (full sample)",null,null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and region (recent sample)",null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and consolidated region (full sample)",null,null,null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and consolidated region (recent sample)"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity."]
["Source: Berkeley Lab, FERC",null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab, FERC",null,null,null,44742,42370,null,null,null,"Source: Berkeley Lab, FERC",null,null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab, FERC"]
[]
["PPA Execution Date","Capacity (MW)","CAISO","West (non-ISO)","MISO","SPP","ERCOT","PJM","NYISO","ISO-NE","Southeast (non-ISO)",null,"West","Central","East","Note: West = CAISO, West (non-ISO); Central = MISO, SPP, ERCOT; East = PJM, NYISO, ISO-NE, Southeast (non-ISO)"]
["1996-09-06",107.25,{"$error":"#N/A"},{"$error":"#N/A"},37.316145967800914,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},37.316145967800914,{"$error":"#N/A"}]
["1996-11-27",25.08,{"$error":"#N/A"},70.183458530396905,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,70.183458530396905,{"$error":"#N/A"},{"$error":"#N/A"}]
["1997-03-11",108.75,{"$error":"#N/A"},{"$error":"#N/A"},55.46669167056907,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},55.46669167056907,{"$error":"#N/A"}]
["1997-05-14",9,{"$error":"#N/A"},{"$error":"#N/A"},56.207492697921587,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},56.207492697921587,{"$error":"#N/A"}]
["1997-07-16",70.5,{"$error":"#N/A"},{"$error":"#N/A"},65.168136156990997,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},65.168136156990997,{"$error":"#N/A"}]
["1998-02-27",41.25,{"$error":"#N/A"},{"$error":"#N/A"},54.115474156340554,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},54.115474156340554,{"$error":"#N/A"}]
["1998-04-09",103.5,{"$error":"#N/A"},{"$error":"#N/A"},39.052461012560364,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},39.052461012560364,{"$error":"#N/A"}]
["1998-09-21",1.98,{"$error":"#N/A"},{"$error":"#N/A"},46.800914369227385,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},46.800914369227385,{"$error":"#N/A"}]
["1999-08-31",74.900000000000006,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},36.341307648365323,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},36.341307648365323,{"$error":"#N/A"}]
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["2020-11-30",33.799999999999997,36.193294368712166,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,36.193294368712166,{"$error":"#N/A"},{"$error":"#N/A"}]
["2021-01-22",80,{"$error":"#N/A"},{"$error":"#N/A"},21.184640573252882,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},21.184640573252882,{"$error":"#N/A"}]
["2021-04-21",50,{"$error":"#N/A"},39.482788721130866,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,39.482788721130866,{"$error":"#N/A"},{"$error":"#N/A"}]
["2021-04-21",29.9,{"$error":"#N/A"},36.724017199533627,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,36.724017199533627,{"$error":"#N/A"},{"$error":"#N/A"}]
["2021-09-01",197.4,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},15.282700024824349,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},15.282700024824349,{"$error":"#N/A"}]

{"sheet":"Wind PPAs by Plant_Nominal","index":50,"n_rows":550,"n_cols":54,"rows_kept":550,"cut":false,"hidden":false,"merged":[]}
["Levelized wind PPA prices by PPA execution date and region (full sample)",null,null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and region (recent sample)",null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and consolidated region (full sample)",null,null,null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and consolidated region (recent sample)",null,null,null,null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and region partial sample)",null,null,null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and consolidated region (partial sample)"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Comparison of average LBNL and LevelTen prices",null,null,null,null,null,null,null,null,null,null,"Comparison of average LBNL and LevelTen prices"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
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[]
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[]
["Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity."]
["Source: Berkeley Lab, FERC",null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab, FERC",null,null,null,44742,42370,null,null,null,"Source: Berkeley Lab, FERC",null,null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab, FERC",null,null,null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity."]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab, FERC, LevelTen",null,null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab, FERC, LevelTen"]
["PPA Execution Date","Capacity (MW)","CAISO","West (non-ISO)","MISO","SPP","ERCOT","PJM","NYISO","ISO-NE","Southeast (non-ISO)",null,"West","Central","East","Note: West = CAISO, West (non-ISO); Central = MISO, SPP, ERCOT; East = PJM, NYISO, ISO-NE, Southeast (non-ISO)"]
["1996-09-06",107.25,{"$error":"#N/A"},{"$error":"#N/A"},30.092795221349927,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},30.092795221349927,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"LBNL","LevelTen"]
["1996-11-27",25.08,{"$error":"#N/A"},56.749824126498552,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,56.749824126498552,{"$error":"#N/A"},{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Nominal","Nominal"]
["1997-03-11",108.75,{"$error":"#N/A"},{"$error":"#N/A"},42.388956789160652,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},42.388956789160652,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"$/MWh","$/MWh"]
["1997-05-14",9,{"$error":"#N/A"},{"$error":"#N/A"},46.381224404098383,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},46.381224404098383,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2009,75.785564903854251,{"$f":"NA()","v":{"$error":"#N/A"}}]
["1997-07-16",70.5,{"$error":"#N/A"},{"$error":"#N/A"},49.843327771620004,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},49.843327771620004,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"AQ29+1","v":2010},67.802694380038361,{"$f":"NA()","v":{"$error":"#N/A"}}]
["1998-02-27",41.25,{"$error":"#N/A"},{"$error":"#N/A"},42.715695171182468,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},42.715695171182468,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"AQ30+1","v":2011},52.963467347641235,{"$f":"NA()","v":{"$error":"#N/A"}}]
["1998-04-09",103.5,{"$error":"#N/A"},{"$error":"#N/A"},30.967382022000262,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},30.967382022000262,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2012,41.783201043645249,{"$f":"NA()","v":{"$error":"#N/A"}}]
["1998-09-21",1.98,{"$error":"#N/A"},{"$error":"#N/A"},34.699999999999989,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},34.699999999999989,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2013,30.726750166439757,{"$f":"NA()","v":{"$error":"#N/A"}}]
["1999-08-31",74.900000000000006,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},27.835305022923453,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},27.835305022923453,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2014,29.232509648471165,{"$f":"NA()","v":{"$error":"#N/A"}}]
["1999-11-12",10.4,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},149.49999999999997,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},149.49999999999997,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2015,36.015969298532994,{"$f":"NA()","v":{"$error":"#N/A"}}]
["2000-05-10",16.8,{"$error":"#N/A"},37.598940316297764,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,37.598940316297764,{"$error":"#N/A"},{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2016,30.132109418380459,{"$f":"NA()","v":{"$error":"#N/A"}}]
["2000-09-21",29.7,{"$error":"#N/A"},40.48961028627803,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,40.48961028627803,{"$error":"#N/A"},{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2017,24.006457139903198,{"$f":"NA()","v":{"$error":"#N/A"}}]
["2000-10-31",150,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},26.869999999999987,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},26.869999999999987,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2018,20.582811369153944,22.118181818181814]
["2000-11-30",299.64,{"$error":"#N/A"},28.531021574531231,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,28.531021574531231,{"$error":"#N/A"},{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,28.964253864173681,25.298214285714288]
["2001-01-22",50,{"$error":"#N/A"},35.47999999999999,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,35.47999999999999,{"$error":"#N/A"},{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2020,30.434986601239647,31.625]
["2001-02-23",40.049999999999997,{"$error":"#N/A"},{"$error":"#N/A"},31.552623901153318,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},31.552623901153318,{"$error":"#N/A"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2021,27.930061106893881,27.262499999999999]
["2001-03-13",112.2,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},24.999999999999993,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},24.999999999999993,{"$error":"#N/A"}]
["2001-04-17",25.5,{"$error":"#N/A"},{"$error":"#N/A"},86.807971992777723,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},86.807971992777723,{"$error":"#N/A"}]
["2001-04-18",4.5,{"$error":"#N/A"},{"$error":"#N/A"},73.198224593799992,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},73.198224593799992,{"$error":"#N/A"}]
["2001-04-25",64.5,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},45.940970527916456,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},45.940970527916456]
["2001-11-01",160.5,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},25.409999999999989,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},25.409999999999989,{"$error":"#N/A"}]
["2001-11-07",49.8,{"$error":"#N/A"},65.832702791067462,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,65.832702791067462,{"$error":"#N/A"},{"$error":"#N/A"}]
["2001-11-09",40.049999999999997,{"$error":"#N/A"},{"$error":"#N/A"},39.136941133000732,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},39.136941133000732,{"$error":"#N/A"}]
["2001-12-20",66,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},43.084417603277231,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},43.084417603277231]
["2001-12-20",9,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},43.300658308333503,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},43.300658308333503]
["2001-12-21",80,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},24.830079151556465,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},24.830079151556465,{"$error":"#N/A"}]
["2001-12-31",51,{"$error":"#N/A"},{"$error":"#N/A"},29.749999999999996,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},29.749999999999996,{"$error":"#N/A"}]
["2002-03-30",15,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},43.30065830833351,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},43.30065830833351]
["2002-04-23",85.5,{"$error":"#N/A"},{"$error":"#N/A"},25.834657109888852,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},25.834657109888852,{"$error":"#N/A"}]
["2002-09-13",40.5,{"$error":"#N/A"},{"$error":"#N/A"},21.019697910274392,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},21.019697910274392,{"$error":"#N/A"}]
["2002-09-13",40.5,{"$error":"#N/A"},23.130414169992342,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,23.130414169992342,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-09-13",21,{"$error":"#N/A"},{"$error":"#N/A"},29.899999999999984,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},29.899999999999984,{"$error":"#N/A"}]
["2002-09-19",5.94,{"$error":"#N/A"},{"$error":"#N/A"},27.499999999999989,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},27.499999999999989,{"$error":"#N/A"}]
["2002-09-27",56.76,{"$error":"#N/A"},{"$error":"#N/A"},24.273739898101212,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},24.273739898101212,{"$error":"#N/A"}]
["2002-10-02",16.5,52.599999999999987,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,52.599999999999987,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-10-07",162,37.777497544714848,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,37.777497544714848,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-10-14",11.22,{"$error":"#N/A"},{"$error":"#N/A"},27.499999999999989,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},27.499999999999989,{"$error":"#N/A"}]
["2002-10-21",204,{"$error":"#N/A"},27.249999999999986,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,27.249999999999986,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-10-30",60,49.199999999999982,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,49.199999999999982,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-10-31",22.44,49.149999999999991,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,49.149999999999991,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-11-25",43.5,{"$error":"#N/A"},{"$error":"#N/A"},24.741984496878906,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},24.741984496878906,{"$error":"#N/A"}]
["2002-12-20",27,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},72.116120162280225,null,{"$error":"#N/A"},{"$error":"#N/A"},72.116120162280225]
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["2019-06-05",104,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},31.655097942930329,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},31.655097942930329]
["2019-07-08",200,{"$error":"#N/A"},{"$error":"#N/A"},18.569999999999997,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},18.569999999999997,{"$error":"#N/A"}]
["2019-08-21",72.599999999999994,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},42.638849298489447,{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},42.638849298489447]
["2019-09-22",76.8,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},52.314635889085295,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},52.314635889085295]
["2019-10-02",128,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},14,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},14,{"$error":"#N/A"}]
["2019-10-03",300,{"$error":"#N/A"},41.879999999999981,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,41.879999999999981,{"$error":"#N/A"},{"$error":"#N/A"}]
["2019-10-17",110.00000000000001,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},16.729999999999993,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},16.729999999999993,{"$error":"#N/A"}]
["2019-10-17",90,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},13.519999999999985,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},13.519999999999985,{"$error":"#N/A"}]
["2019-10-21",302.39999999999998,{"$error":"#N/A"},{"$error":"#N/A"},30.249999999999982,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},30.249999999999982,{"$error":"#N/A"}]
["2019-11-25",100,{"$error":"#N/A"},{"$error":"#N/A"},23.134714674745712,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},23.134714674745712,{"$error":"#N/A"}]
["2019-12-13",76.5,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},32.749999999999993,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},32.749999999999993]
["2019-12-18",200,{"$error":"#N/A"},14.64999999999999,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,14.64999999999999,{"$error":"#N/A"},{"$error":"#N/A"}]
["2019-12-20",14.4,45.809999999999995,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,45.809999999999995,{"$error":"#N/A"},{"$error":"#N/A"}]
["2020-04-15",56.2,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},34.149999999999984,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},34.149999999999984]
["2020-04-16",50.1,44.849999999999973,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,44.849999999999973,{"$error":"#N/A"},{"$error":"#N/A"}]
["2020-05-27",172.54842630833929,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},16.699999999999989,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},16.699999999999989,{"$error":"#N/A"}]
["2020-05-27",26.321573691660728,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},13.249999999999995,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},13.249999999999995,{"$error":"#N/A"}]
["2020-06-04",331,{"$error":"#N/A"},40.999999999999979,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,40.999999999999979,{"$error":"#N/A"},{"$error":"#N/A"}]
["2020-08-07",53.6,{"$error":"#N/A"},{"$error":"#N/A"},22.999999999999993,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},22.999999999999993,{"$error":"#N/A"}]
["2020-08-25",100,{"$error":"#N/A"},44.109999999999992,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,44.109999999999992,{"$error":"#N/A"},{"$error":"#N/A"}]
["2020-08-31",225,{"$error":"#N/A"},39.999999999999986,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,39.999999999999986,{"$error":"#N/A"},{"$error":"#N/A"}]
["2020-09-16",29.5,37.999999999999979,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,37.999999999999979,{"$error":"#N/A"},{"$error":"#N/A"}]
["2020-09-17",300.60000000000002,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},17.459999999999997,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},17.459999999999997,{"$error":"#N/A"}]
["2020-09-17",250.7,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},16.239999999999984,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},16.239999999999984,{"$error":"#N/A"}]
["2020-11-30",33.799999999999997,44.249999999999964,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,44.249999999999964,{"$error":"#N/A"},{"$error":"#N/A"}]
["2021-01-22",80,{"$error":"#N/A"},{"$error":"#N/A"},24.879999999999995,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},24.879999999999995,{"$error":"#N/A"}]
["2021-04-21",50,{"$error":"#N/A"},46.369999999999969,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,46.369999999999969,{"$error":"#N/A"},{"$error":"#N/A"}]
["2021-04-21",29.9,{"$error":"#N/A"},43.129999999999981,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,43.129999999999981,{"$error":"#N/A"},{"$error":"#N/A"}]
["2021-09-01",197.4,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},17.149999999999991,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},17.149999999999991,{"$error":"#N/A"}]

{"sheet":"Wind PPA Average","index":51,"n_rows":49,"n_cols":14,"rows_kept":49,"cut":false,"hidden":false,"merged":[[24,6,24,7],[24,8,24,9],[24,10,24,11],[24,12,24,13],[25,6,25,7],[25,8,25,9],[25,10,25,11],[25,12,25,13]]}
["Generation-weighted average levelized wind PPA prices by PPA execution date and region"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab, FERC"]
["Note: West = CAISO, West (non-ISO); Central = MISO, SPP, ERCOT; East = PJM, NYISO, ISO-NE, Southeast (non-ISO)"]
[]
["PPA","Nationwide","West","Central","East",null,"Nationwide",null,"West",null,"Central",null,"East"]
["Execution","Average PPA","Average PPA","Average PPA","Average PPA",null,"Sample",null,"Sample",null,"Sample",null,"Sample"]
["Year","2021 $/MWh","2021 $/MWh","2021 $/MWh","2021 $/MWh",null,"MW","Projects","MW","Projects","MW","Projects","MW","Projects"]
["1996-99",45.325453137755225,70.183458530396905,42.861458128767055,201.97138241816123,null,553,10,25.08,1,517.13,8,10.4,1]
["2000-01",41.237465020019066,41.501492182679264,41.917656716833385,54.269448953845576,null,1249,17,445.94,5,663.8,9,139.5,3]
["2002-03",38.344040375586495,41.618345771996985,28.474520663797417,58.810384310376847,null,1382,24,835.44,9,450.67,11,96,4]
["2004-05",43.682496365981578,57.283341235126912,39.735206895990586,47.521325470600495,null,2190,30,517.46,11,1615.5,18,56.7,1]
[2006,56.033460817570052,60.260527611267364,46.371090850232129,62.764146388051067,null,2436,31,1324.7500000000002,14,869.55000000000007,11,241.20000000000002,6]
[2007,57.898837070045694,80.173628894127589,50.859562243767733,69.449515196784205,null,1781,26,397.7,4,1109.2599999999998,19,274.43333333333334,3]
[2008,71.761936052288647,82.972617788826682,58.812925805828236,85.563627044612076,null,3489,40,1611.4,11,1148.4000000000001,18,729.4666666666667,11]
[2009,75.819492701357191,97.593807885366246,61.263391339212795,85.494559748946628,null,4048,49,1680,21,1858.4000000000003,21,510,7]
[2010,66.436864594594482,90.711498798830036,52.107006720736429,79.777034681916433,null,4865,51,2136.9,18,2290.6000000000004,23,437.34,10]
[2011,48.482605492471613,65.15149797963339,42.232714347900277,52.141908779203831,null,4634,43,1285.3999999999999,10,2842.31,28,506.15999999999997,5]
[2012,40.816150877511099,50.309021928970417,36.522823821599225,54.153084806782616,null,1092,13,141,2,763.3,7,188,4]
[2013,29.116618126000603,37.459473453617761,24.359074356471751,52.495786918211145,null,5412,37,1091.6999999999998,10,3702.2,22,617.59999999999991,5]
[2014,26.845889793028018,66.885928135602825,24.082938133417773,38.996219924213953,null,2155,18,72.95,2,1766.7,14,315,2]
[2015,31.338610176073225,46.45161964387438,25.074669615183993,46.288233236105683,null,3275,25,524,2,2182.41,18,568.29999999999995,5]
[2016,25.742925015296716,41.144629543690684,21.300388034119653,36.261502397010581,null,2498,22,516.65,5,1754.13,13,226.89999999999998,4]
[2017,19.436062304276412,29.851590679623875,16.321022848494007,24.172039477991486,null,3675,32,750.5,7,2616.2049999999999,23,308,2]
[2018,16.610631681361376,16.157902347118135,16.515146346670303,30.140107901268909,null,2672,17,1095.02,7,1429.62,7,147.60000000000002,3]
[2019,22.677480567926363,25.128982544305472,18.22152499813761,26.845844286330191,null,3533,24,1376.02,10,1591,9,566.4,5]
["2020-21",25.477909971113554,34.730181283658233,15.298691849356008,31.029277674758816,null,1987,16,849.30000000000007,8,1081.17,7,56.2,1]
[]
[2020,25.660178569426041,34.483664113260964,14.877795992076363,31.029277674758816,null,1629,12,769.40000000000009,6,803.77,5,56.2,1]
[2021,23.73667900472698,38.45040738826782,17.733180448205324,{"$error":"#N/A"},null,357,4,79.900000000000006,2,277.39999999999998,2,0,0]

{"sheet":"Level10 Wind PPA Prices","index":52,"n_rows":52,"n_cols":19,"rows_kept":52,"cut":false,"hidden":false,"merged":[[27,15,27,16],[39,1,39,12],[40,1,40,12],[41,1,41,12],[42,1,42,2],[42,3,42,6],[42,7,42,10],[42,11,42,14],[42,15,42,16],[24,1,24,12],[25,1,25,12],[26,1,26,12],[27,1,27,2],[27,3,27,6],[27,7,27,10],[27,11,27,14]]}
["Level10 Energy wind PPA price indices"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: Above data are presented in real levelized 2021$, converted from reported nominal dollars from ",null,null,null,null,null,null,null,null,"Note: Above data are as reported by Level10 Energy, in nominal dollars"]
["Level10 Energy using methods described in full report"]
["Source: Level10 Energy"]
[]
[null,"Level10 PPA Price Index"]
[null,"25th percentile"]
[null,"nominal dollars",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Average","Average"]
[null,2018,null,2019,null,null,null,2020,null,null,null,2021,null,null,null,2022,null,"previous","calendar "]
["Region","Q3","Q4","Q1","Q2","Q3","Q4","Q1","Q2","Q3","Q4","Q1","Q2","Q3","Q4","Q1","Q2","four quarters","year 2021"]
["ISO-NE",{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},"na","na"]
["CAISO",38,38,39.700000000000003,40,40,40,48.3,48,49.7,49,50.3,51.6,{"$error":"#N/A"},{"$error":"#N/A"},61,61,{"$f":"AVERAGE(N31:Q31)","v":{"$error":"#N/A"}},{"$f":"AVERAGE(L31:O31)","v":{"$error":"#N/A"}}]
["PJM",30,31.5,32,31,28,28,29.1,35.299999999999997,35.6,35.5,35.5,34,43,47.7,55.1,47,{"$f":"AVERAGE(N32:Q32)","v":48.2},{"$f":"AVERAGE(L32:O32)","v":40.049999999999997}]
["NYISO",{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},"na","na"]
["MISO",17.8,21.6,22.2,22.5,27,27,27.4,25.2,30,33,28.4,33.9,35.9,35.9,38.799999999999997,39.299999999999997,{"$f":"AVERAGE(N34:Q34)","v":37.474999999999994},{"$f":"AVERAGE(L34:O34)","v":33.524999999999999}]
["ERCOT",15.5,15.8,14.8,16,15.5,16,16,17,17,20.9,20,20.9,23,26.3,26.7,29.1,{"$f":"AVERAGE(N35:Q35)","v":26.274999999999999},{"$f":"AVERAGE(L35:O35)","v":22.55}]
["SPP",14.5,14.2,14,14,16.8,16.899999999999999,19,16.5,20.399999999999999,19.7,18.600000000000001,22.8,21.3,21.3,27.9,32.200000000000003,{"$f":"AVERAGE(N36:Q36)","v":25.675000000000001},{"$f":"AVERAGE(L36:O36)","v":21}]
["National","na","na","na","na","na","na","na","na",22.2,21.7,24.2,25,26.5,27.4,29,33.909999999999997,{"$f":"AVERAGE(N37:Q37)","v":29.202500000000001},{"$f":"AVERAGE(L37:O37)","v":25.774999999999999}]
[]
[]
[null,"Level10 PPA Price Index"]
[null,"25th percentile"]
[null,"2021 $/MWh (levelized PPA prices, in real $)",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Average","Average"]
[null,2018,null,2019,null,null,null,2020,null,null,null,2021,null,null,null,2022,null,"previous","calendar "]
["Region","Q3","Q4","Q1","Q2","Q3","Q4","Q1","Q2","Q3","Q4","Q1","Q2","Q3","Q4","Q1","Q2","four quarters","year 2021"]
["ISO-NE",{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},"na","na"]
["CAISO",35.689545709172243,35.689545709172243,36.41513725568722,36.690314615301993,36.690314615301993,36.690314615301993,43.210625106693037,42.942236130875067,44.46310699384356,43.836866050268299,43.982587742965528,45.119314662763834,{"$error":"#N/A"},{"$error":"#N/A"},52.141553934273325,52.141553934273325,{"$f":"AVERAGE(N46:Q46)","v":{"$error":"#N/A"}},{"$f":"AVERAGE(L46:O46)","v":{"$error":"#N/A"}}]
["PJM",28.175957138820195,29.584754995761195,29.352251692241595,28.434993826859046,25.683220230711392,25.683220230711392,26.033730654343014,31.58043615458104,31.84882513039901,31.759362138459689,31.041388963723193,29.729780979340514,37.599428885636534,41.709133903368894,47.09835445538458,40.174639916571259,{"$f":"AVERAGE(N47:Q47)","v":41.645389290240317},{"$f":"AVERAGE(L47:O47)","v":35.019933183017287}]
["NYISO",{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},"na","na"]
["MISO",16.717734569033311,20.286689139950539,20.363124611492609,20.638301971107367,24.765962365328843,24.765962365328843,24.512859791374513,22.544673968709407,26.838897581796914,29.52278733997661,24.833111170978547,29.642340447048333,31.391151092891882,31.391151092891882,33.165447420488611,33.592837206835114,{"$f":"AVERAGE(N49:Q49)","v":32.385146703276874},{"$f":"AVERAGE(L49:O49)","v":29.314438450952657}]
["ERCOT",14.557577855057101,14.839337426445303,13.575416407661734,14.676125846120797,14.217496913429523,14.676125846120797,14.314078710291692,15.208708629684921,15.208708629684921,18.697765315318517,17.488106458435595,18.275071249065192,20.111322427200939,22.996859992842808,22.822614590903239,24.87408556536646,{"$f":"AVERAGE(N50:Q50)","v":22.701220644078361},{"$f":"AVERAGE(L50:O50)","v":19.717840031886134}]
["SPP",13.618379283763092,13.33661971237489,12.841610115355696,12.841610115355696,15.409932138426838,15.501657924965089,16.997968468471377,14.761393669988305,18.250450355621904,17.624209412046643,16.263939006345105,19.936441362616581,18.624833378233912,18.624833378233912,23.848350078134853,27.523902240714776,{"$f":"AVERAGE(N51:Q51)","v":22.155479768829363},{"$f":"AVERAGE(L51:O51)","v":18.36251178135738}]
["National","na","na","na","na","na","na","na","na",19.860784210529722,19.413469250833099,21.160608814707068,21.860133073044494,23.171741057427163,23.958705848056766,24.788607608097156,28.985575310019808,{"$f":"AVERAGE(N52:Q52)","v":25.226157455900225},{"$f":"AVERAGE(L52:O52)","v":22.537797198308873}]

{"sheet":"Wind LCOE Over Time","index":53,"n_rows":941,"n_cols":22,"rows_kept":941,"cut":false,"hidden":false,"merged":[]}
["Estimated levelized cost of wind energy by commercial operation date"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: Size of bubble reflects project capacity.",null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects project capacity.",null,null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects project capacity."]
["Source: Berkeley Lab",null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab",null,null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab"]
[]
["GW:",112.38,25.55367,24.017925000000002,25.66544,18.886585,9.5526900000000001,1.3947499999999999,4.697820000000001,2.105235,0.50549999999999995,null,null,null,"Project-Level","COD"]
["Projects:",914,148,172,225,181,81,29,51,24,3,null,"Plant","COD","LCOE","Year"]
[null,"Nationwide","ERCOT","SPP","MISO","West (non-ISO)","PJM","ISO-NE","CAISO","NYISO","Southeast (non-ISO)",null,"MW","Year","2021 $/MWh","Code"]
["1998-99",106.15034418590369,107.26420657874041,{"$error":"#N/A"},109.53501946844459,92.033281359627594,{"$error":"#N/A"},{"$error":"#N/A"},106.13695584224297,{"$error":"#N/A"},{"$error":"#N/A"},null,107.25,1998,100.25705442248639,1]
["2000-01",89.393333133911554,88.599538068456127,74.151568917447591,97.906181983839801,91.906932820125832,149.85199282086205,{"$error":"#N/A"},86.879533985384526,123.88470019116652,{"$error":"#N/A"},null,25.08,1998,87.277107475122236,1]
["2002-03",82.942341640965893,73.654041246816234,71.904159403467105,75.204095216092909,81.508366050435413,100.19665680116067,{"$error":"#N/A"},99.400796164749195,{"$error":"#N/A"},{"$error":"#N/A"},null,74.900000000000006,1999,93.494924052999849,1]
["2004-05",70.08596391505877,65.701541520147458,64.103845342413493,70.702791599703033,76.448363909687146,83.400029678778992,{"$error":"#N/A"},81.986634304144886,{"$error":"#N/A"},122.78288891535982,null,41.25,1999,102.96621558843172,1]
[2006,82.513222240894862,79.338392935435934,82.631194057995714,70.288065772576715,94.001879053329233,90.551588042460466,96.492187289095583,78.807822899727313,79.508419373575336,{"$error":"#N/A"},null,41.4,1999,79.312847831115249,1]
[2007,82.186974417954573,83.063046397069343,75.106372116588034,72.73960347675667,87.565849169748319,88.447474428682966,{"$error":"#N/A"},{"$error":"#N/A"},128.55303709588563,{"$error":"#N/A"},null,60,1999,86.200075114271257,1]
[2008,90.374559277904808,88.920133067758997,81.04792139246365,89.873561375840822,86.334814966375419,96.731275402522883,{"$error":"#N/A"},68.492909141283064,137.48812838052183,{"$error":"#N/A"},null,16.5,1999,131.50067535429653,1]
[2009,97.037531827825674,89.507989228953235,80.006295698350826,92.810003449100137,103.6650358970587,102.23700038227082,125.25323489727036,108.09215747987375,132.38596711504485,{"$error":"#N/A"},null,103.5,1999,93.815004929511332,1]
[2010,93.680714640263432,93.854718132290756,80.113323887755286,87.518892630807571,94.508519724194983,101.19394859730684,128.00271134896906,117.25276499549764,{"$error":"#N/A"},{"$error":"#N/A"},null,9.24,1999,155.65216321589179,1]
[2011,92.692767211534985,84.452586405141588,70.672482687918901,90.669262878052194,90.041453445635128,109.36737722126891,116.8353530890345,129.37207789157952,120.0381963918133,{"$error":"#N/A"},null,16.5,1999,137.07134769599358,1]
[2012,77.943275817102602,84.855509412597215,61.145138806580185,67.143424973435245,93.215515326801764,78.105376879573214,96.177156537923921,97.832575863006454,97.406372304370066,{"$error":"#N/A"},null,28.5,1999,141.53569203777982,1]
[2013,62.191566704339735,{"$error":"#N/A"},46.338934326683074,60.270191133889178,58.314757907786863,{"$error":"#N/A"},{"$error":"#N/A"},95.069941747737573,{"$error":"#N/A"},{"$error":"#N/A"},null,10.199999999999999,1999,117.20210070410923,1]
[2014,52.170320795284972,47.605180006907069,47.472549052235927,59.67319095770759,52.616687910407386,62.748149291889732,83.578739746441514,75.898756754090826,69.336615787080888,{"$error":"#N/A"},null,79.5,1999,115.22143123938274,1]
[2015,47.008210701590166,47.532984915171284,41.275259534164036,50.032633959229045,45.217714987120985,63.17081958810089,79.235550466634152,69.641797338346237,{"$error":"#N/A"},{"$error":"#N/A"},null,11.22,1999,149.90402482982839,1]
[2016,43.946307928139085,42.562057322925476,40.135643467309308,46.55767264619675,43.202687823761984,54.736683779272511,81.168403341642588,{"$error":"#N/A"},65.535262948121925,{"$error":"#N/A"},null,24.75,1999,91.363393782688149,1]
[2017,40.280435387178002,40.303742160824036,36.922996231005285,40.855852702759229,41.121598232286978,49.200487132762461,57.155536816124346,45.996045796720914,{"$error":"#N/A"},{"$error":"#N/A"},null,34.32,1999,116.29933285977819,1]
[2018,34.331144631041944,30.097492067278036,29.757449914619958,38.504360431553543,36.478038243656151,46.175841450368132,{"$error":"#N/A"},46.424984411225637,52.906185423905228,{"$error":"#N/A"},null,11.25,1999,108.08913044083467,1]
[2019,35.303965813091281,34.666089297839726,30.999546423234481,35.738812515795075,36.577280859576689,43.794840864186362,64.344366478329704,51.633983777586025,{"$error":"#N/A"},{"$error":"#N/A"},null,39.75,1999,140.64242768783274,1]
[2020,32.780310938758703,29.261342207211442,31.837772223381432,35.516536631879291,32.232167889188254,37.456141404405606,49.588831457539179,{"$error":"#N/A"},{"$error":"#N/A"},31.292910121603619,null,5.0999999999999996,1999,200.85483708202199,1]
[2021,31.601969761021149,28.263001245112296,30.230284409245776,34.25526186143216,28.709750424098875,34.727627047542072,{"$error":"#N/A"},{"$error":"#N/A"},37.823403496148572,{"$error":"#N/A"},null,11.88,1999,98.617533688152179,1]
[null,null,null,null,null,null,null,null,null,null,null,null,43.4,1999,104.07051146778778,1]
[null,null,null,null,null,null,null,null,null,null,null,null,108.75,1999,128.77352245477925,1]
[null,null,null,null,null,null,null,null,null,null,null,null,6.6,2000,128.69473281723629,2]
[null,null,null,null,null,null,null,null,null,null,null,null,16.8,2000,80.71568254971325,2]
[null,null,null,null,null,null,null,null,null,null,null,null,10.4,2000,321.70602481529698,2]
[null,null,null,null,null,null,null,null,null,null,null,null,11.55,2000,160.07793448593802,2]
[null,null,null,null,null,null,null,null,null,null,null,null,112.2,2001,73.283429599870658,2]
[null,null,null,null,null,null,null,null,null,null,null,null,176.88,2001,89.44749061251801,2]
[null,null,null,null,null,null,null,null,null,null,null,null,83.16,2001,93.786620203431909,2]
[null,null,null,null,null,null,null,null,null,null,null,null,159.72,2001,92.162405278141961,2]
[null,null,null,null,null,null,null,null,null,null,null,null,150,2001,70.809635802563662,2]
[null,null,null,null,null,null,null,null,null,null,null,null,80.099999999999994,2001,92.007192807956429,2]
[null,null,null,null,null,null,null,null,null,null,null,null,82.5,2001,86.217464149330624,2]
[null,null,null,null,null,null,null,null,null,null,null,null,80,2001,75.306058937483797,2]
[null,null,null,null,null,null,null,null,null,null,null,null,30,2001,117.16994453344576,2]
[null,null,null,null,null,null,null,null,null,null,null,null,278.2,2001,104.60377724514765,2]
[null,null,null,null,null,null,null,null,null,null,null,null,160.5,2001,83.086561994990333,2]
[null,null,null,null,null,null,null,null,null,null,null,null,24,2001,98.394153578283351,2]
[null,null,null,null,null,null,null,null,null,null,null,null,30,2001,111.42607334397904,2]
[null,null,null,null,null,null,null,null,null,null,null,null,29.7,2001,89.516769182901783,2]
[null,null,null,null,null,null,null,null,null,null,null,null,24.6,2001,123.11996676853032,2]
[null,null,null,null,null,null,null,null,null,null,null,null,15,2001,106.83621601157139,2]
[null,null,null,null,null,null,null,null,null,null,null,null,50,2001,83.677761688626092,2]
[null,null,null,null,null,null,null,null,null,null,null,null,9.9,2001,134.98524469855704,2]
[null,null,null,null,null,null,null,null,null,null,null,null,66.599999999999994,2001,86.879533985384526,2]
[null,null,null,null,null,null,null,null,null,null,null,null,39.6,2002,88.89014044697241,3]
[null,null,null,null,null,null,null,null,null,null,null,null,97.68,2002,80.664526322984187,3]
[null,null,null,null,null,null,null,null,null,null,null,null,66,2002,93.760097020980368,3]
[null,null,null,null,null,null,null,null,null,null,null,null,25.2,2002,119.60388244414418,3]
[null,null,null,null,null,null,null,null,null,null,null,null,10.5,2002,101.89494220389594,3]
[null,null,null,null,null,null,null,null,null,null,null,null,48.1,2002,105.72663287043116,3]
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[null,null,null,null,null,null,null,null,null,null,null,null,299.36,2020,26.112781588208733,19]
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[null,null,null,null,null,null,null,null,null,null,null,null,300,2020,26.877101081585586,19]
[null,null,null,null,null,null,null,null,null,null,null,null,242.8,2020,30.804786397539516,19]
[null,null,null,null,null,null,null,null,null,null,null,null,199.82,2020,34.767270501832577,19]
[null,null,null,null,null,null,null,null,null,null,null,null,200.6,2020,34.724394372738118,19]
[null,null,null,null,null,null,null,null,null,null,null,null,200,2020,35.622668036929682,19]
[null,null,null,null,null,null,null,null,null,null,null,null,201.26,2020,35.727571650337232,19]
[null,null,null,null,null,null,null,null,null,null,null,null,250.4,2020,32.045500551682501,19]
[null,null,null,null,null,null,null,null,null,null,null,null,236.5,2020,33.723643453007369,19]
[null,null,null,null,null,null,null,null,null,null,null,null,260.92,2020,41.352120315540915,19]
[null,null,null,null,null,null,null,null,null,null,null,null,247.39500000000001,2020,35.882321428179047,19]
[null,null,null,null,null,null,null,null,null,null,null,null,310.64,2020,31.529662915837449,19]
[null,null,null,null,null,null,null,null,null,null,null,null,299.54000000000002,2020,43.179824040729528,19]
[null,null,null,null,null,null,null,null,null,null,null,null,400,2020,32.762698880607921,19]
[null,null,null,null,null,null,null,null,null,null,null,null,491.6,2020,31.425179926264409,19]
[null,null,null,null,null,null,null,null,null,null,null,null,496.4,2020,32.448111273660906,19]
[null,null,null,null,null,null,null,null,null,null,null,null,522.79999999999995,2020,35.603369263174933,19]
[null,null,null,null,null,null,null,null,null,null,null,null,198,2021,37.794397823408495,20]
[null,null,null,null,null,null,null,null,null,null,null,null,197.4,2021,30.553894070780025,20]
[null,null,null,null,null,null,null,null,null,null,null,null,99.8,2021,30.213240311547466,20]
[null,null,null,null,null,null,null,null,null,null,null,null,184.9,2021,37.346539486286609,20]
[null,null,null,null,null,null,null,null,null,null,null,null,93.06,2021,38.600592342823326,20]
[null,null,null,null,null,null,null,null,null,null,null,null,298.8,2021,31.284094578922332,20]
[null,null,null,null,null,null,null,null,null,null,null,null,212.8,2021,27.773133475500639,20]
[null,null,null,null,null,null,null,null,null,null,null,null,118.1,2021,32.27347465501699,20]
[null,null,null,null,null,null,null,null,null,null,null,null,301.14,2021,28.90994054297618,20]
[null,null,null,null,null,null,null,null,null,null,null,null,155,2021,29.781690564880776,20]
[null,null,null,null,null,null,null,null,null,null,null,null,225.6,2021,27.158823632708007,20]
[null,null,null,null,null,null,null,null,null,null,null,null,180.07499999999999,2021,28.900566052471284,20]
[null,null,null,null,null,null,null,null,null,null,null,null,125.47499999999999,2021,37.823403496148572,20]
[null,null,null,null,null,null,null,null,null,null,null,null,153.6,2021,28.559938199079575,20]
[null,null,null,null,null,null,null,null,null,null,null,null,247,2021,32.269243996442661,20]
[null,null,null,null,null,null,null,null,null,null,null,null,137.75,2021,26.565432674826951,20]
[null,null,null,null,null,null,null,null,null,null,null,null,303.2,2021,29.232400674580788,20]
[null,null,null,null,null,null,null,null,null,null,null,null,140,2021,33.162104175225629,20]
[null,null,null,null,null,null,null,null,null,null,null,null,209.4,2021,28.904324008594799,20]
[null,null,null,null,null,null,null,null,null,null,null,null,202.74,2021,33.962199651156439,20]
[null,null,null,null,null,null,null,null,null,null,null,null,100.8,2021,29.855641545569767,20]
[null,null,null,null,null,null,null,null,null,null,null,null,298.60000000000002,2021,33.658571970037563,20]
[null,null,null,null,null,null,null,null,null,null,null,null,302.39999999999998,2021,39.248093776295562,20]
[null,null,null,null,null,null,null,null,null,null,null,null,383.52,2021,37.45277987655998,20]
[null,null,null,null,null,null,null,null,null,null,null,null,166.08,2021,36.766732750892544,20]
[null,null,null,null,null,null,null,null,null,null,null,null,218,2021,33.508773625927283,20]
[null,null,null,null,null,null,null,null,null,null,null,null,218,2021,32.133613847071778,20]
[null,null,null,null,null,null,null,null,null,null,null,null,239.8,2021,31.858488871484923,20]
[null,null,null,null,null,null,null,null,null,null,null,null,286.62,2021,28.100297100443534,20]
[null,null,null,null,null,null,null,null,null,null,null,null,199.4,2021,28.325833999494666,20]
[null,null,null,null,null,null,null,null,null,null,null,null,301.10000000000002,2021,26.365666452697877,20]

{"sheet":"Wind LCOE by Region","index":54,"n_rows":42,"n_cols":11,"rows_kept":42,"cut":false,"hidden":false,"merged":[]}
["Estimated levelized cost of wind energy by region, over last five years"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab",null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab"]
[]
[null,"National","ERCOT","SPP","MISO","West (non-ISO)","PJM","ISO-NE","CAISO","NYISO","Southeast (non-ISO)"]
["COD","2021 $/MWh","2021 $/MWh","2021 $/MWh","2021 $/MWh","2021 $/MWh","2021 $/MWh","2021 $/MWh","2021 $/MWh","2021 $/MWh","2021 $/MWh"]
[2016,43.946307928139085,42.562057322925476,40.135643467309308,46.55767264619675,43.202687823761984,54.736683779272511,81.168403341642588,{"$error":"#N/A"},65.535262948121925,{"$error":"#N/A"}]
[2017,40.280435387178002,40.303742160824036,36.922996231005285,40.855852702759229,41.121598232286978,49.200487132762461,57.155536816124346,45.996045796720914,{"$error":"#N/A"},{"$error":"#N/A"}]
[2018,34.331144631041944,30.097492067278036,29.757449914619958,38.504360431553543,36.478038243656151,46.175841450368132,{"$error":"#N/A"},46.424984411225637,52.906185423905228,{"$error":"#N/A"}]
[2019,35.303965813091281,34.666089297839726,30.999546423234481,35.738812515795075,36.577280859576689,43.794840864186362,64.344366478329704,51.633983777586025,{"$error":"#N/A"},{"$error":"#N/A"}]
[2020,32.780310938758703,29.261342207211442,31.837772223381432,35.516536631879291,32.232167889188254,37.456141404405606,49.588831457539179,{"$error":"#N/A"},{"$error":"#N/A"},31.292910121603619]
[2021,31.601969761021149,28.263001245112296,30.230284409245776,34.25526186143216,28.709750424098875,34.727627047542072,{"$error":"#N/A"},{"$error":"#N/A"},37.823403496148572,{"$error":"#N/A"}]
[]
[]
[null,"National","ERCOT","SPP","MISO","West (non-ISO)","PJM","ISO-NE","CAISO","NYISO","Southeast (non-ISO)"]
["COD","MW","MW","MW","MW","MW","MW","MW","MW","MW","MW"]
[2016,8150.8419999999978,2610.94,3115.5349999999999,1277.0070000000001,346.76,427.2,295.70000000000005,{"$error":"#N/A"},77.7,{"$error":"#N/A"}]
[2017,6755.46,1796.9750000000004,2332.3850000000002,980.3,747.5,799.5,52.8,46,{"$error":"#N/A"},{"$error":"#N/A"}]
[2018,7430.45,2056.56,1963.405,1639.7750000000001,785.70999999999992,502,{"$error":"#N/A"},324.60000000000002,158.4,{"$error":"#N/A"}]
[2019,8600.9700000000012,3152.97,1212.9699999999998,3008.23,577.45000000000005,489.45,28.8,131.1,{"$error":"#N/A"},{"$error":"#N/A"}]
[2020,12168.184999999999,2209.37,2557.1499999999996,3536.1300000000006,2780.875,533.55999999999995,72.599999999999994,{"$error":"#N/A"},{"$error":"#N/A"},478.5]
[2021,6498.16,615.07499999999993,2133.4700000000003,2325.64,853.50000000000011,445,0,{"$error":"#N/A"},125.47499999999999,{"$error":"#N/A"}]
["TOTAL",{"$f":"SUM(IF(NOT(ISERROR(B36:B41)),B36:B41))","v":49604.066999999995},{"$f":"SUM(IF(NOT(ISERROR(C36:C41)),C36:C41))","v":12441.89},{"$f":"SUM(IF(NOT(ISERROR(D36:D41)),D36:D41))","v":13314.915000000001},{"$f":"SUM(IF(NOT(ISERROR(E36:E41)),E36:E41))","v":12767.082},{"$f":"SUM(IF(NOT(ISERROR(F36:F41)),F36:F41))","v":6091.7950000000001},{"$f":"SUM(IF(NOT(ISERROR(G36:G41)),G36:G41))","v":3196.71},{"$f":"SUM(IF(NOT(ISERROR(H36:H41)),H36:H41))","v":449.90000000000009},{"$f":"SUM(IF(NOT(ISERROR(I36:I41)),I36:I41))","v":501.70000000000005},{"$f":"SUM(IF(NOT(ISERROR(J36:J41)),J36:J41))","v":361.57500000000005},{"$f":"SUM(IF(NOT(ISERROR(K36:K41)),K36:K41))","v":478.5}]

{"sheet":"REC Prices","index":55,"n_rows":169,"n_cols":16,"rows_kept":169,"cut":false,"hidden":false,"merged":[[23,0,24,0],[23,1,23,13],[23,14,23,15]]}
["Historical renewable energy certificate (REC) prices"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Marex Spectron"]
[]
[]
["2021$/MWh","Primary Tier (new RE) RPS",null,null,null,null,null,null,null,null,null,null,null,null,"Voluntary Wind"]
[null,"CT","DC","DE","IL","MA","MD","ME","NH","NJ","OH","PA","RI","TX","National","West"]
["2010-01-29",23.116120940058092,1.1558060470029048,8.8261552680221804,5.4638104040137305,25.637879588064429,1.0507327700026405,16.181284658040664,28.579931344071824,3.782637972009506,null,1.5760991550039609,28.579931344071824,0.88261552680221811,0.88261552680221811,5.0435172960126744]
["2010-02-01",20.594362292051756,1.1558060470029048,8.4058621600211243,5.4638104040137305,23.956707156060205,1.2188500132030631,16.391431212041194,26.058172696065487,2.9420517560073933,null,1.3659526010034326,26.898758912067599,0.92464483760232374,1.008703459202535,4.8333707420121463]
["2010-03-01",17.232017428043306,1.1558060470029048,8.4058621600211243,5.4638104040137305,21.01465540005281,1.2188500132030631,16.391431212041194,21.01465540005281,2.3116120940058096,null,1.6811724320042249,21.01465540005281,1.008703459202535,0.96667414840242927,4.2029310800105621]
["2010-04-01",12.245167678901504,1.055617903353578,3.800224452072881,5.0669659360971746,14.356403485608661,1.055617903353578,13.089662001584367,19.423369421705836,1.7945504357010826,null,1.6889886453657248,21.112358067071558,0.8444943226828624,0.88671903881700553,3.6946626617375231]
["2010-05-01",14.567527066279377,1.055617903353578,3.800224452072881,2.9557301293900187,15.834268550303669,1.055617903353578,13.089662001584367,19.423369421705836,2.1112358067071559,null,1.2667414840242937,21.112358067071558,0.8444943226828624,0.84660555848956953,6.5448310007921835]
["2010-06-01",14.039718114602588,1.055617903353578,3.800224452072881,1.583426855030367,16.889886453657248,0.8444943226828624,7.6004489041457619,19.423369421705836,2.1112358067071559,null,2.0056740163717981,20.69011090573013,0.73893253234750467,0.76004489041457612,6.5448310007921835]
["2010-07-01",11.433826247689463,0.95281885397412192,3.8112754158964877,1.5880314232902033,13.339463955637708,0.8469500924214417,7.6225508317929753,15.668576709796673,1.6515526802218112,null,1.2704251386321626,18.209426987060997,0.74108133086876149,0.7304944547134935,6.5638632162661725]
["2010-08-01",9.5281885397412189,0.95281885397412192,3.8112754158964877,1.5880314232902033,12.069038817005545,0.8469500924214417,5.9286506469500919,15.668576709796673,2.1173752310536043,28.79630314232902,1.2704251386321626,18.209426987060997,0.69873382624768932,0.7199075785582254,5.9286506469500919]
["2010-09-01",10.586876155268021,0.95281885397412192,3.8112754158964877,1.5880314232902033,11.327957486136782,0.8469500924214417,5.9286506469500919,11.433826247689463,2.1173752310536043,28.79630314232902,1.2704251386321626,18.209426987060997,0.69873382624768932,0.7199075785582254,5.2934380776340104]
["2010-10-01",9.7946879676084855,0.95817599683126498,3.8327039873250599,1.5969599947187749,10.859327964087669,0.85171199718334656,5.961983980283426,null,2.1292799929583666,28.958207904233781,1.2775679957750197,12.775679957750199,0.70266239767626093,0.72395519760584459,5.3231999823959164]
["2010-11-01",10.220543966200157,0.95817599683126498,3.8327039873250599,1.5969599947187749,11.072255963383506,0.85171199718334656,5.961983980283426,13.201535956341873,1.8737663938033626,28.958207904233781,1.2775679957750197,13.201535956341873,0.70266239767626093,0.72395519760584459,4.6844159845084059]
["2010-12-01",10.859327964087669,1.3840319954229383,2.5551359915500393,1.4904959950708565,11.072255963383506,0.85171199718334656,6.3878399788750997,13.201535956341873,1.5969599947187749,29.384063902825456,1.2775679957750197,11.923967960566852,0.70266239767626093,0.70266239767626093,4.4182559853886101]
["2011-01-01",11.816789015051492,1.3914697209752664,2.568867177185107,1.5476846168851714,13.208258736026758,1.2844335885925535,8.6913339494762791,13.829068303846492,1.5755718686735323,30.997663938033629,1.2844335885925535,11.613420363524337,0.79206737963207496,0.78564521168911206,7.4925292667898962]
["2011-02-01",11.39653135843305,1.3914697209752664,1.676523841952386,1.1869743733177669,11.920445059043171,1.2844335885925535,8.5628905906170232,14.128769474518087,1.1447232684298545,30.398261596690432,1.1357096993870996,11.559902297332982,0.85854245132239115,0.79195471001904028,7.4925292667898962]
["2011-03-01",11.992700571750037,1.3914697209752664,1.0275468708740423,1.0382504841123137,12.779183457518666,1.2844335885925535,8.5628905906170232,14.128769474518087,0.82557434281274977,26.489115892278313,0.90654950383271515,11.559902297332982,0.89910351201478789,0.80277099287034603,7.3622244099761582]
["2011-04-01",12.400781401285096,0.81881788574949388,1.0342962767362025,1.045070196285538,13.111860091541239,1.1377259044098231,5.0637421881876596,14.264669483320132,0.57317252002464592,26.28836370037849,0.47405246017075964,11.678928791479624,0.90500924214417766,0.80804396620015839,6.0333949476278494]
["2011-05-01",13.575138632162663,0.81881788574949355,1.0342962767362025,1.045070196285538,14.755139344708926,0.90500924214417766,3.8786110377607605,14.652530587096207,0.74493958026833651,26.28836370037849,0.47405246017075975,12.066789895255699,0.88448749062163357,0.80804396620015839,5.6229599171769751]
["2011-06-01",15.186329328404192,0.75711271014875448,null,null,16.219646157908631,0.80216728280961225,3.8786110377607605,14.652530587096207,0.90500924214417788,26.28836370037849,1.0127484376375324,12.066789895255699,0.88346140304550624,0.80804396620015839,5.0637421881876596]
["2011-07-01",21.079463955637706,0.81758826247689476,null,null,21.903558225508316,0.80240757855822586,7.8722689463955628,14.746950092421441,1.0962622458410352,24.37584103512015,1.0192744916820704,23.204759704251387,0.98023844731977849,0.8132509242144178,4.1855314232902039]
["2011-08-01",24.587286275415895,0.954214417744917,null,null,26.774027649414663,0.92168438077633963,13.265026186075168,14.746950092421441,1.2361414048059154,19.518022181146026,0.89999768946395531,23.204759704251387,1.0436720194085025,0.8132509242144178,3.795170979667283]
["2011-09-01",21.635056333069269,0.97073761112578083,null,null,24.046409867089164,0.93252772643253212,12.888090837074202,24.939695009242143,1.2196182114250509,19.518022181146026,0.92220073056949226,23.535223571868674,1.2268471085291783,0.8132509242144178,3.795170979667283]
["2011-10-01",24.067495001697537,1.0011746953864722,1.0425455505677315,null,25.898155343468257,0.93394705571692616,13.621354068429589,24.97765381568524,1.1945834433588591,15.824352106831645,1.0187573088385078,24.108865856878793,1.3404157078727976,0.77725494171790688,3.8009473197781887]
["2011-11-01",29.821146686031163,1.0425455505677315,1.0425455505677315,null,30.315269837602322,1.146800105624505,13.683410351201479,29.560510298389229,1.2271629918141009,12.858061790335359,1.164175864800634,29.473631502508578,1.4563058159493005,0.71675006601531532,2.7746915434380779]
["2011-12-01",32.535121798257194,1.206430551888038,1.5815889886453658,1.9982123052548191,33.66553340374967,1.8076713097438615,13.801881436493268,32.263625561130183,1.7849643517296012,8.608898864536572,1.6931492606284662,32.934961711116976,1.6368754951148663,0.71675006601531532,2.1744380446263536]
["2012-01-01",30.125779180769939,1.7573785118147409,1.9669923422233955,2.1348820926454928,33.041497627449566,2.0941514431348081,16.173048147170142,33.220315113106238,2.1487901193076793,6.6957214073665083,1.9550711765129503,33.220315113106238,1.8666558641604847,0.78679693688935826,2.5233134087108207]
["2012-02-01",32.856057271953759,2.3468612337109822,1.9669923422233955,2.5570900448904132,39.652067851170038,2.4394867990326126,19.503405551992824,38.070148083879275,2.8953294688177191,5.6824223219786987,2.4904828967939601,38.070148083879275,1.9264036113521186,0.7826339901333299,2.3728796509361603]
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["2012-05-01",40.563988549691352,2.4136145585775899,2.4374645048085934,1.318425027649893,51.992882783588399,2.429832522014673,29.764732896292809,39.495510958542383,2.4937503779137633,2.9478533541520759,2.4489124789994752,52.660681278056508,2.1617591263781892,0.72016616212104068,1.7954239522699691]
["2012-06-01",41.752397299030513,2.6225855160301954,2.9558941931671008,0.87767802130094175,52.138253884424991,2.7636409123107035,33.790603820086261,42.21213340542625,2.8221527803974329,2.6330340639028256,2.8012556846521717,52.660681278056508,2.3039048059149723,0.71123265368994193,1.3604009330164601]
["2012-07-01",43.121788004817112,2.6465540005281221,2.8671001672387995,0.88218466684270747,52.620310412015584,2.6465540005281221,38.735926735002522,44.109233342135376,2.9031895399732734,2.6465540005281221,2.9262466392202979,52.931080010562454,2.3157347504621071,0.69121173612278031,1.367386233606197]
["2012-08-01",44.99141800897808,2.7864867407859326,2.8671001672387995,0.88218466684270747,53.227676579587154,2.7515035557214804,40.618519875921564,44.109233342135376,3.0693942373941092,2.5492094855661689,3.019200971866852,53.250491700281351,2.3157347504621071,0.6947204251386323,1.4162899488333467]
["2012-09-01",46.303667700906601,2.8185800105624512,2.8891547839098672,null,54.667881073409028,2.8406346272335181,37.82366759088108,50.339662551711989,3.2552614206495893,1.9408062670539565,3.151604722295573,54.298466244168644,2.2605982087844376,0.69582315597218536,1.4142522940322153]
["2012-10-01",46.83079442256691,2.7487430683918674,3.3250924214417741,null,55.19171522140963,2.9472848187736083,35.448376597283612,54.492963915454467,3.148717953869645,1.8591603712930969,3.1140213372980781,55.090516756409222,2.2832301293900192,0.69826940850277253,0.97102336655147514]
["2012-11-01",47.548821626617368,2.4343706940010081,3.3190467988573351,null,56.052997395395728,2.778971181314065,29.059292555872965,54.531515711645099,2.9623550663754004,2.0494660561250213,2.8444654259788278,55.418207024029577,2.2681160729289198,0.57282273987565058,0.83429591665266345]
["2012-12-01",48.324676524953787,2.1058918669131246,3.2807578558225519,null,56.294342487457087,2.8046890678637446,28.585238975442302,54.573739107472939,3.0685852917876946,2.1945609981515717,2.9630268022181148,55.428762872986532,2.2494514127277516,0.55154310800105655,0.63229535252178504]
["2013-01-01",48.033699957520582,2.1588071032479523,3.2938500132030644,null,55.823210123879171,3.2696589878417002,20.920398732505937,48.072405598098754,3.4389961653712358,2.2923415632426734,3.3122351924776989,55.861915764457351,2.3223384346907614,0.68025163316150239,0.73443952997095363]
["2013-02-01",48.072405598098754,2.0486411737523116,3.2938500132030644,null,56.006578096118297,3.5152946593609729,20.920398732505937,48.072405598098754,3.5075051491946132,2.3390786242408241,3.5008284261948779,55.861915764457351,2.453695702402956,0.64541655664114062,0.73443952997095374]
["2013-03-01",48.411540734593274,2.0740233191243225,3.2938500132030644,null,56.953506985049096,3.6435831227130402,20.284520351578706,48.072405598098754,3.7209483257258547,3.5556199466847733,3.6690182579501296,55.861915764457351,2.3686469689539411,0.64541655664114062,0.73443952997095374]
["2013-04-01",48.617014347328578,2.1812725552328129,3.8593306047002915,null,57.139195493354457,4.3463123844731992,19.49956209840683,48.211196197517822,4.3909523809523803,4.9103996127101484,4.3625451104656277,56.023195581374878,2.2198252794648345,0.64727994894815577,0.73655994190652263]
["2013-05-01",48.434396179913733,2.0534398380424248,4.9152517862404945,null,57.333282434568297,5.578058690485757,19.19519848604876,48.211196197517822,5.8915091005461093,4.9103996127101484,5.8876273617218331,56.023195581374878,2.1485424392372066,0.64727994894815577,0.73655994190652263]
["2013-06-01",48.333956187835582,2.0534398380424252,6.7194354700290457,null,57.585595458146294,6.5631954823519054,18.391678549423467,48.211196197517822,6.8421954603468009,4.9103996127101484,6.8009034636035564,57.585595458146294,2.1427198310007913,0.64727994894815577,0.73655994190652274]
["2013-07-01",48.891215562010387,2.0632990053692448,8.1342345476324418,null,57.862080802746242,8.1371598297761594,18.390273743508494,48.442672299973594,8.3653318369861847,5.2460059777346615,8.2746480905309152,57.862080802746242,2.0623239113213399,0.83082445127269511,0.74707372199239153]
["2013-08-01",48.891215562010387,1.9103865296748848,12.954744940826279,null,57.862080802746242,12.391007613766391,13.966006113418315,48.442672299973594,12.592852081682953,12.039308919669363,12.560230753534817,57.862080802746242,1.7829594665962505,1.0357271687031397,1.0601931648142373]
["2013-09-01",48.891215562010387,1.7941730481471703,11.405814377507014,null,57.862080802746242,10.965814796651872,12.559211337030192,48.026167842368004,11.239212594464771,13.232026230085381,11.164455384125306,57.862080802746242,1.4086394348250697,1.076503828888302,1.1213581550919813]
["2013-10-01",49.178562626529349,2.1754697228887543,11.659066093768537,null,58.202152099287034,11.547252050301756,15.242019609418948,48.72738315289147,11.722819715043453,13.13324598263319,11.667893518252754,58.202152099287034,1.0887156863870679,1.0681183625905561,1.1279486840947102]
["2013-11-01",49.178562626529349,2.2107794208256322,11.843461182994455,null,58.202152099287034,11.730666314584983,12.63302526186075,48.72738315289147,11.650098551435361,10.849792104149113,11.550194525129831,58.202152099287034,0.92491792095766179,1.0489922762080806,1.1279486840947102]
["2013-12-01",49.178562626529349,2.2353892102967885,12.622771182914436,null,58.202152099287034,12.582780275023799,7.875132630770338,48.72738315289147,12.812471643421274,11.474314340927096,12.739667682902434,58.202152099287034,0.96798505253218714,1.0489922762080808,1.1279486840947102]
["2014-01-01",46.652025522095038,2.4916534636035559,15.063177757239679,null,56.62848780917173,15.246358604761514,5.6333034829297786,48.247471613414305,15.49453910785563,15.146889434870626,15.327115752593729,56.62848780917173,1.0921911822673291,1.0532898732505946,1.1325697561834345]
["2014-02-01",46.435360003520813,2.4916534636035559,15.629462635331398,null,56.62848780917173,15.012212118211426,3.6242232197869906,48.247471613414305,15.142457640172518,15.114143396267933,15.09035943138808,56.62848780917173,1.0748086986180796,1.0532898732505944,1.1325697561834345]
["2014-03-01",46.899174284624507,2.4916534636035559,12.922081599121473,null,57.566902750009426,12.812060537092222,3.6242232197869906,48.247471613414305,12.819611002133446,12.932867977751789,12.819611002133446,56.62848780917173,1.0538291921821104,1.0505932785930141,1.1325697561834345]
["2014-04-01",47.378082915236334,2.505571692632691,13.894533931872195,null,58.383961879155962,13.930771538997044,3.6444679165566414,48.516979139160284,13.925594737979212,14.043625801185872,13.751654223779919,56.94481119619752,0.95667282809611875,1.047784526010034,1.1388962239239502]
["2014-05-01",47.398790119307684,1.5064490961903161,14.655523681494108,null,57.773099359051301,15.630832993254435,3.6444679165566414,48.516979139160284,15.6287622728473,15.649469476918645,15.624620832033031,55.826622176344912,0.95667282809611875,1.047784526010034,1.1388962239239502]
["2014-06-01",48.007187496070514,1.2527858463163455,14.870730695235583,null,56.402479660995638,14.604988242986659,3.6444679165566414,48.516979139160284,14.686337973266941,14.653798081154829,14.686337973266941,55.122577237919195,0.95667282809611853,1.047784526010034,1.1388962239239502]
["2014-07-01",48.954313000616139,1.258171595810228,13.430111508478658,null,54.255541937903502,13.13869310723566,3.0633743202335983,48.725554528650648,13.175493383160545,13.208315250877334,13.115817260039112,55.359550215650025,0.94288274531865324,1.0522889710412811,1.14379235982748]
["2014-08-01",48.867166916057862,0.9803934512806971,13.267991373998766,null,49.16128495144207,13.37692397969662,2.2875847196549599,48.725554528650648,14.135094915353694,13.267991373998766,13.991303875832527,50.566515564944396,0.96078558225508337,1.0152518851040115,1.1130905649057947]
["2014-09-01",47.519373494650758,0.91503388786198392,13.267991373998766,null,47.581762168823161,13.086024407662576,1.6636979779308798,48.725554528650648,14.994078026102056,13.267991373998766,14.526162969808995,48.829535652271325,0.88591917324819336,0.95662633731025593,1.1094785890326551]
["2014-10-01",48.10602700696127,0.91649502684622841,13.289177889270311,null,48.076141299564107,13.762368256392007,1.1456187835577853,48.803360179561658,15.809539213097439,9.3044169029823625,14.911971800936081,47.657741396003878,0.8128912412027417,0.91649502684622841,1.1112502200510515]
["2014-11-01",49.490731449696327,0.73319602147698282,16.588559985916735,null,50.659262608925275,15.551774986796937,1.6955157996655226,48.803360179561658,17.946118244432711,7.5209873140568622,16.932245620984069,47.657741396003878,0.75610839714813805,0.91649502684622841,1.1112502200510517]
["2014-12-01",49.670045694079292,0.68737127013467136,17.413405510078338,null,52.678540238726697,16.023720116110418,2.1119233227326131,49.142463339494761,18.085833926514432,6.0717795528562633,16.955157996655227,48.78343637463022,0.76905887035357434,0.8955750316682165,1.1635502079960813]
["2015-01-01",48.167124672924118,0.84700884605228444,null,null,52.256491706075821,16.596794956429893,3.3297645053652447,48.302396355954585,17.855862160021125,7.5544032215473997,16.794499723935953,47.615632426723003,0.80122458410351216,1.2590672035912334]
["2015-02-01",48.851807499339849,0.84700884605228444,null,null,50.82053076313705,15.755509143121206,4.3037206231845788,48.302396355954585,16.528118563506734,7.5544032215473997,15.71544791391603,47.615632426723003,0.80122458410351216,0.84700884605228388,1.2590672035912334]
["2015-03-01",47.199411863552349,0.84700884605228444,null,null,47.293061490265742,15.30651121060086,4.5576151667186791,47.667659997119337,15.679028614638595,5.7230327435965149,15.379349809155725,47.303467004345009,0.77104859327363939,0.84700884605228399,1.2590672035912334]
["2015-04-01",46.535096942490661,0.85160901329108396,14.989469456914005,null,46.807109649438679,14.385287386673708,3.8081778972721674,46.514172888110046,14.707517824135202,5.1810051051844024,14.359132318697938,44.149754743100402,0.59842795528562642,0.85160901329108329,1.1403609637435883]
["2015-05-01",47.348145912708894,0.85160901329108396,15.168767678901505,null,47.720793357392253,14.757934831357067,3.2990259073438373,46.953578030102989,15.196343589808073,4.9531421529794919,14.763414940837702,43.731273655488074,0.59404386770111628,0.79023178710794251,0.98970777220315065]
["2015-06-01",47.37205911771531,1.1644236262812973,15.219634055100784,null,47.617916756687549,14.843524177609204,3.45246897280169,46.953578030102989,15.677347744676766,3.2821471701434737,15.274559697849901,43.731273655488074,0.55239503564827019,0.66747733474166049,0.98970777220315065]
["2015-07-01",45.947262564915064,1.0540665434380776,14.950177141096734,null,46.248424434468802,14.235921573805122,3.3830516679869729,47.101716398204381,15.098248393627323,2.4243530499075785,14.837241440014084,43.869245664994274,0.46981251650382866,0.61838570548367167,0.99283029662881739]
["2015-08-01",45.870298976029105,0.69267229997359392,14.258659294956429,null,45.947262564915064,13.831456402647319,3.15550714432415,47.101716398204381,14.540620900239333,2.426661957574157,14.513133904208635,43.869245664994274,0.41560337998415631,0.58492327553325751,0.99283029662881739]
["2015-09-01",45.7163717982572,0.69267229997359392,14.30079685987149,null,45.931520012642935,13.664535372206352,2.9595998271599013,47.101716398204381,14.079089248705699,2.135739591585248,13.984633935072937,43.869245664994274,0.36837572316777495,0.55413783997887556,0.65698918149010532]
["2015-10-01",45.516489875651153,0.69274491682070238,14.270545286506469,null,45.952079482439927,13.623983364140479,4.1564695009242145,47.106654343807769,14.201270794824399,1.9281400184842883,14.085813308687616,43.873844731977819,0.34637245841035119,0.55419593345656237,0.62347042513863171]
["2015-11-01",45.37479205175601,0.69274491682070238,14.635390942698708,null,46.171998503652851,13.821910483232109,18.759092509462196,47.106654343807769,14.828040005281222,1.7216635474430082,14.283740427779243,43.873844731977819,0.34637245841035119,0.55419593345656237,0.62347042513863171]
["2015-12-01",44.998300249136058,0.69274491682070238,14.519933456561924,null,45.319573254038417,13.854898336414049,27.509001044764126,47.106654343807769,15.009473197781885,1.7930547597042534,14.316728280961183,43.43209435023708,0.35942417423450956,0.44064600578638602,0.62347042513863171]
["2016-01-01",46.958954977554797,1.5273884969884441,15.229931344071822,0.88264374834961745,46.953460774328214,13.845392130974385,30.657654004300426,46.151307103247952,14.999174808555583,2.0768088196461578,14.383824047178946,43.843741748085556,0.37382558753630851,0.35305749933984693,0.62304264589384684]
["2016-02-01",44.217347567492801,2.0768088196461578,15.229931344071822,0.88264374834961745,44.448104103009037,12.653150030807147,32.305914972273563,46.151307103247952,13.345419637355867,2.0768088196461578,13.089389766997369,43.843741748085556,0.37382558753630851,0.35305749933984693,0.62304264589384684]
["2016-03-01",38.546374324060572,2.0768088196461578,15.109536629889439,0.88264374834961745,39.79045303727856,11.788649097025292,32.004928186817601,46.151307103247952,11.703369507812768,2.0768088196461578,11.587991240054649,43.843741748085556,0.37382558753630851,0.35305749933984693,0.62304264589384684]
["2016-04-01",32.861820513787769,3.0316965726524745,13.94137839978875,0.88876287298653323,34.023602047103495,12.259561322988839,25.559193732946042,46.471261332629176,12.713209350283552,2.0912067599683124,12.198706099815157,38.836696970840087,0.36313971355640229,0.35550514919461323,0.62736202799049334]
["2016-05-01",34.621089692808731,3.2529882932840422,13.94137839978875,0.67092883548983406,35.191418809163729,12.140617023149371,25.981659745060853,38.972489617591279,12.631733762232839,2.2073849132998857,12.050842995574975,34.853445999471873,0.34853445999471877,0.35550514919461323,0.62736202799049334]
["2016-06-01",36.807351305502877,3.2529882932840422,13.94137839978875,0.56927295132470779,36.955214409743057,11.174226020436741,27.8827567995775,37.177009066103338,11.811093533699816,2.2073849132998857,11.596692032551552,34.853445999471873,0.34853445999471877,0.35555918554500004,0.62736202799049334]
["2016-07-01",34.338793743005517,3.2640172520024646,13.988645365724848,0.50264755470888312,34.338793743005517,11.251977839811216,27.977290731449695,37.303054308599599,12.634189227138792,2.2148688495731008,12.477649624236632,34.971613414312124,0.34971613414312125,0.35904189772027101,0.62948904145761764]
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["2016-09-01",27.775939017852146,2.4692078562226438,13.522357186867355,0.46045957662177645,27.648769514527373,9.6065962303254349,25.995565971305346,31.061151187075399,10.576263693176818,2.2148688495731008,10.162962807371311,34.484130318233831,0.30308731625737179,0.30308731625737179,0.62948904145761764]
["2016-10-01",25.302904673884342,1.8742892351025437,9.5276369451045966,0.48084444067214072,24.231882253825741,7.8708991390764558,19.010647956040085,25.302904673884342,8.6340026133682066,2.1866707742863012,8.5670637121145425,23.696371043796447,0.29921688860387047,0.3045720007041634,0.63257261684710797]
["2016-11-01",18.719463735586658,1.8742892351025437,7.497156940410175,0.71222990933896624,18.836606812780563,6.8762986312824577,20.61718158612798,21.554326203679253,7.6307000484112324,2.1085753894903618,7.3682995554968755,21.554326203679253,0.27434908678813485,0.3045720007041634,0.63257261684710808]
["2016-12-01",20.259586929430785,2.0962445392594238,7.497156940410175,1.2107661841757811,20.259586929430785,6.5476814726279642,20.296579480123597,21.369363450215189,7.2394421705835752,2.1085753894903618,6.9656972954567573,21.307709199060497,0.26240049291435624,0.3045720007041634,0.68512870012869975]
["2017-01-01",22.82945933456562,2.3547663057829418,7.0642989173488253,1.1703188539741218,22.82945933456562,7.0466381700554539,18.367177185106947,23.31218642725112,7.4410615262740967,2.3547663057829418,7.2291325587536308,22.134803274359651,0.27786242408238709,0.27458002256523528,2.590242936361236]
["2017-02-01",24.960522841299184,2.3547663057829418,7.0642989173488253,1.1703188539741218,24.960522841299184,7.078150483853431,18.367177185106947,23.31218642725112,7.1266309666195511,2.3547663057829418,7.0088926513304033,22.134803274359651,0.27786242408238709,0.26608859255347256,2.590242936361236]
["2017-03-01",24.960522841299184,2.3547663057829418,7.0642989173488253,1.1703188539741218,24.960522841299184,5.9585825650681405,18.367177185106947,23.31218642725112,6.0302493656789249,2.3547663057829418,6.0302493656789249,22.134803274359651,0.28769101388043777,0.26608859255347267,2.590242936361236]
["2017-04-01",24.2667296707573,2.2501424541019834,7.0860839714813846,0.96134539213097447,24.2667296707573,5.2586202104151321,19.517810237238201,23.384077105888565,5.5445499145275381,2.3620279904937949,5.5445499145275381,21.407432629633234,0.30706363876419335,0.26690916292579897,2.598230789543174]
["2017-05-01",16.856290659432986,1.5890006481503709,5.690340158916869,0.57161077369949786,16.856290659432986,5.2941636459658623,12.153707660177162,13.334721655424058,5.5722387593921789,1.1810139952468974,5.5292927959286562,13.356194637155822,0.28559065703243147,0.26690916292579903,2.598230789543174]
["2017-06-01",19.406207240079699,1.7285750294068225,5.4970833233310135,0.81489965672035947,19.620937057397313,4.5683768634323156,12.325491514031254,17.049547495018846,5.182504140960706,1.0629125957222076,5.0686973377823668,16.791871714237704,0.28344335885925526,0.26690916292579903,2.598230789543174]
["2017-07-01",23.381286858551185,1.7803010298389226,4.9980302985848271,0.81893847372590478,23.315349783371964,3.6001643047853769,12.818167414840243,17.565636827744036,4.2951410771743479,1.2989603810306214,4.1434858042621432,20.414118475486312,0.28484816477422759,0.26823202182906436,2.6111081770970865]
["2017-08-01",17.668842684546295,1.7803010298389226,3.7979755303230349,0.88086198780725866,17.668842684546295,3.1023680554758264,12.818167414840243,16.162037175233351,3.709218493473093,2.1157200644462559,3.5915638167185238,16.905119344209595,0.28484816477422753,0.28484816477422781,2.6111081770970865]
["2017-09-01",16.403756155638636,1.7803010298389226,3.7979755303230349,0.93762520904849966,16.403756155638636,3.0608684372669197,12.818167414840243,15.591689019220881,3.6405594392635932,2.136361235806707,3.5256207061090801,15.591689019220881,0.29709163852329529,0.28922083397032317,2.6111081770970865]
["2017-10-01",12.73063910827312,1.79228280961183,3.823536660505237,0.94393561306223073,12.860986948972162,2.6286814540973507,11.166465019884614,14.33826247689464,3.2586960174760549,2.150739371534196,3.1609351369517724,13.556175432700385,0.32999728336974188,0.29871380160197164,2.6286814540973507]
["2017-11-01",11.422815773259394,1.79228280961183,3.823536660505237,0.94393561306223073,11.518404189772028,3.3790505237215025,10.992667898952556,14.33826247689464,4.1497321318545906,2.7421926987060998,3.8773051447935925,12.426494146642019,0.34411829944547145,0.29871380160197164,2.6286814540973507]
["2017-12-01",13.002836069732883,2.3897104128157731,4.0203363415606539,0.94393561306223073,13.002836069732883,4.4701641839730346,9.1371280490014861,14.282033996593093,5.1111688594106779,3.4650800985828711,4.9242091624080304,12.454608386792795,0.50324489869885092,0.42607130948497701,2.6286814540973507]
["2018-01-01",23.270799120634081,2.4037716750286062,5.5286748525657954,0.94948981163629986,23.270799120634081,5.6660332339960018,8.4132008626001227,21.633945075257461,5.8663475402483858,3.8219969632954842,5.7576054882828052,20.672436405246017,0.61811271643592747,0.51200336678109359,2.6441488425314672]
["2018-02-01",18.4963904678517,2.8845260100343282,5.6488634363172254,0.91469837949772803,18.698813345748842,5.4084862688143653,8.4132008626001227,24.037716750286066,5.5350005675000808,4.8075433500572125,5.3566154063532192,23.076208080274625,0.51440713845612185,0.51200336678109348,2.6441488425314672]
["2018-03-01",17.33004912377767,2.8845260100343282,5.6488634363172254,0.88939551976058484,17.33004912377767,5.2882976850629344,8.4132008626001227,24.037716750286066,5.4416812109933295,4.8075433500572125,5.2516687833482152,23.076208080274625,0.59041210951416911,0.51784109799187716,2.6441488425314672]
["2018-04-01",17.017220985744881,2.9093213625561134,5.6974210016723879,0.89704075345480194,17.051855763870549,5.3453007573947646,8.1391728595319837,23.04367237961112,5.5000027663560802,4.7795993813421855,5.3580001760408411,18.425701962855381,0.71901799388886789,0.57840079469865535,2.6668779156764368]
["2018-05-01",14.84966112138016,2.9093213625561134,5.6974210016723879,0.89704075345480194,14.910271983100081,6.6220121468180615,6.5239327523985571,16.464114074465275,6.9625349881172456,4.6064254907138453,6.7641721679429621,14.81109057301294,0.82430771939089864,0.63035296188715739,2.6668779156764368]
["2018-06-01",14.754415481534572,2.8862315104723346,6.061086171991902,1.1152398556465097,14.754415481534572,7.207497327951514,5.8417325771960051,13.438293912759191,8.0445044659884903,4.6064254907138453,7.7651172557747694,13.091946131502509,0.82430771939089864,0.63035296188715739,2.6668779156764368]
["2018-07-01",9.5508376610040209,2.4340727048675297,6.0851817621688227,1.1196734442390632,9.4117477921544452,6.9730387583252664,5.3549599507085652,11.219916087198898,7.8979863861749289,4.624738139248306,7.7438284481999835,11.0344629287328,0.82758471965495983,0.63285890326555716,2.6774799753542826]
["2018-08-01",5.4713721235500552,2.4340727048675297,6.0851817621688227,1.119673444239063,5.4502062739425119,6.4619338851831021,4.7834820113048835,5.2385477778670735,6.9339323314313273,4.624738139248306,6.8386860081973815,5.3867087251198802,0.70736269388411177,0.63285890326555716,2.6774799753542826]
["2018-09-01",4.0994908713558385,2.4340727048675297,6.0851817621688227,1.1196734442390632,4.1251126893018126,5.5291883127411863,3.4077017868145409,4.624738139248306,6.0839006712715245,4.4453854136264876,5.9173588546226918,4.1379235982748002,0.55471235853033707,0.54318254045464853,2.6774799753542826]
["2018-10-01",3.6365713367240331,2.4456473901945253,6.1141184754863129,1.1249977994894811,3.6365713367240331,5.6845351947738845,3.4239063462723354,4.6467300413695973,6.0513823033030638,4.402165302350145,5.8089442141881245,4.1576005633306927,0.53804242584279571,0.51358595194085033,2.6902121292139776]
["2018-11-01",3.8396664026054044,2.4456473901945253,6.1141184754863129,1.1249977994894813,3.8396664026054044,5.1383051667986965,3.4972757679781714,3.9497205351641576,5.5565108705219606,4.5183335533843856,5.3412939001848416,4.341024117595282,0.62119443710940947,0.58450972625649134,2.0298873338614563]
["2018-12-01",5.0135771498987767,2.677983892263005,6.1141184754863129,0.79666963735586716,5.0930606900800983,5.5589565179121578,4.0353181938209666,4.8668383064871046,5.8573254995158885,4.6039312120411937,5.7325974826159678,5.3804242584279551,0.75815069096030308,0.70263449520288745,1.8684746061086175]
["2019-01-01",13.000891101973755,3.0648710500836196,6.1297421001672392,0.57444440252995865,13.000891101973755,6.001309408544687,3.1874658920869647,12.773214966824684,6.1098934114619334,5.1081184168060325,5.9557741815148759,12.749863568347859,0.71245116752800952,0.74397555547172622,1.1033535780301029]
["2019-02-01",13.504789700684244,3.0519663298727413,6.1297421001672392,0.53941730481471739,13.498337340578805,5.4586966492015643,3.1874658920869647,13.240242936361238,5.5825819632259943,5.5490296906777106,5.4406300409063322,12.672435247082587,0.62949225188664815,0.64368744411861456,1.1033535780301029]
["2019-03-01",12.198186779332806,2.8196813660769298,6.1297421001672392,0.53941730481471739,12.198186779332806,5.597680485872722,3.1874658920869647,13.436394683566588,5.6859487721151307,5.5167678901505148,5.5878728985124555,11.572953085115747,0.58355144793592106,0.58551296540797437,1.1033535780301029]
["2019-04-01",17.31484941173019,2.8378256755567293,6.1691862512102809,0.54288839010650514,17.31484941173019,6.0034995347492011,3.1962260196746599,16.286651703195144,6.0317015290404505,5.5816447034759689,6.0034995347492064,15.79311680309832,0.56921025144500215,0.55557928753756591,1.1104535252178505]
["2019-05-01",20.633123834729655,2.8378256755567293,null,0.54288839010650514,20.633123834729655,6.4653071912683782,2.9612094005809348,20.706032399516687,6.5785958842451437,6.1332928039305123,6.4619421805858979,20.055463667570876,0.56262978611037784,0.54782373910747306,1.1104535252178505]
["2019-06-01",18.68646515491594,2.8378256755567293,null,0.64159537012586931,18.840694811196197,5.5633721613414311,2.9612094005809348,19.038108771234931,5.984110663673972,5.2067931960214775,5.9458617089164703,19.383583201302702,0.57447462371270142,0.56559099551095904,1.1104535252178505]
["2019-07-01",23.253227624999475,2.7356738382352326,null,0.64382668779156782,23.536228366885879,5.9595239562245128,2.5234232818204299,22.881789151273573,6.3085582045510762,4.8110126120688577,6.2236579819851547,22.740288780330371,0.62731831118152726,0.60550367066111732,1.1143154211777133]
["2019-08-01",26.270830232613967,2.7238821406566327,null,0.64382668779156793,26.270830232613967,6.3999974594105851,5.3577185907130458,25.601115408774838,6.6926459538612981,4.4572616847108533,6.5609541313584749,25.601115408774838,0.69380204607468898,0.61107256783573816,1.1250817537494788]
["2019-09-01",32.494675809787871,2.1357712239239506,null,0.64382668779156782,32.531819657160462,6.8270391470821243,4.7048873338614561,31.392741671067689,7.0895223351817629,4.6058370742012151,7.023901538156851,31.392741671067689,0.69657095106064615,0.69657095106064648,1.2381282457530147]
["2019-10-01",37.141665996946074,2.1126551359915502,null,0.64622392395035677,37.141665996946074,7.2359789210227214,1.9883813044626355,34.245545401315717,7.4531879656949975,6.0721274727041035,7.3505269744319799,34.126674779853275,0.69096250330076603,0.69096250330076603,1.2427383152891471]
["2019-11-01",37.825029880616512,2.1126551359915502,null,0.80890966704275402,37.916600072269397,8.1706773866273821,10.367053840701569,36.41877336594721,8.322422275652162,6.3628201742804347,8.2125380456687029,36.41877336594721,0.67003217378010638,0.6873723703899306,1.2427383152891471]
["2019-12-01",41.258912067599688,2.1126551359915502,null,0.86991682070240295,41.32992568561621,9.1122307518201389,1.9883813044626355,39.388886793164588,9.2294032215473951,6.8788524652004952,9.1193321136217893,39.388886793164588,0.75416462333547118,0.70469180278396037]
["2020-01-01",40.905859016434668,3.3513806631709988,null,0.87349815157116462,41.155429916883577,9.4432874998428229,3.9931344071824664,40.169030643680763,9.4623024255913091,8.5448322582267675,9.3719815282859908,40.169030643680763,0.86066307669093522,0.81360113546342738]
["2020-02-01",39.556987721151309,3.4086130877100329,null,0.87349815157116462,39.937911727099632,9.4876348102233425,3.9931344071824664,42.676623976762606,9.5874631704029003,8.2358397148138369,9.4653047822884417,42.676623976762606,0.84354964351729622,0.81360113546342716]
["2020-03-01",35.110088040425381,3.2387496399164606,null,0.87349815157116462,35.223529358811248,9.2376399974794161,3.5166808699618315,35.382347204551458,9.350967874546896,7.7083375843195627,9.2386609693448882,35.359658940874283,0.86306155027966514,0.84468405670115432]
["2020-04-01",29.755134419756811,3.4755699322242757,null,0.86889248305606892,29.99156774847955,8.0174541769881102,3.4755699322242757,29.010369434280182,8.1084810085463612,6.6792415364174005,7.9985395106902919,29.010369434280182,0.79583458448074207,0.76320678511700446]
["2020-05-01",36.598012707369165,3.4755699322242757,null,0.86889248305606892,36.728673231136987,9.893614859700083,3.4755699322242757,35.7225871981247,9.9497988849202503,8.2590517073645273,9.8910016492247266,35.7225871981247,0.81558298935879425,0.83056191180353856]
["2020-06-01",41.672986232806011,3.4755699322242757,null,0.86889248305606892,42.293623720703202,9.9166586248009523,3.4755699322242757,41.300603740067693,10.388343115602819,8.6392738315289108,10.280013663169855,41.300603740067693,0.98083291723679866,0.96119820398332367]
["2020-07-01",43.832877227516782,3.211032959646638,null,0.87677141096734446,43.975210248777714,9.0649054580662742,3.097166542637892,43.997983532179461,9.6797841099135002,8.4067575677557222,9.5328964319722189,43.997983532179461,1.1363868417472858,1.1045042449848359]
["2020-08-01",42.538324510334014,3.0060734090308951,null,0.87677141096734446,42.729186314082014,9.2484472778637041,1.2525305870962065,43.087052196109497,9.865169481224406,8.1915500396091918,9.7685456930769892,43.087052196109497,1.4157174293007413,1.4157174293007415]
["2020-09-01",44.065218940317962,2.755567291611654,null,0.87677141096734446,44.995670233589436,9.8246113479279575,1.2525305870962065,43.421060352668491,10.246893088720393,8.657968572518346,10.14430486920585,43.421060352668491,1.324103763501703,1.3276824223219788]
["2020-10-01",45.225881204439432,2.9285002120491956,null,0.88083795440542212,45.706338270478746,10.265765977706828,1.2583399348648885,44.979932944443107,10.64212401277096,9.4375495114866652,10.53230525481912,44.568112602123698,1.2938022421201718,1.2938022421201711]
["2020-11-01",44.463441598450842,3.0200158436757327,null,0.88083795440542212,44.765443182818409,10.60025561130182,2.4915130710324793,44.293565707244078,10.859473637883992,9.972343983804242,10.758806443094798,43.538561746325151,1.4282158260716491,1.4189041105536475]
["2020-12-01",43.313385126401954,3.0200158436757327,null,10.066719478919108,44.260451498431848,10.887951857462513,3.0200158436757327,43.088208506478765,11.007163009186549,10.066719478919108,10.906495814397358,43.048471455904085,1.624715541163444,1.6006083971481386]
["2021-01-01",35.850200188347152,3.2082585893086852,null,null,40.556503369457289,11.084244104144638,4.2691056178376092,40.556503369457289,11.129249735657986,9.8948095570061465,11.057240725236626,40.312187084099115,1.7004413460929075,1.6808960432642535]
["2021-02-01",36.599936859351267,3.786902423051735,null,null,39.694609807221504,12.141162069604938,4.3976931364471756,38.629119340520568,12.166951010837188,9.0967096915027703,11.910418911211103,38.493388070877131,1.8149985376719642,1.7856805834289837]
["2021-03-01",37.613073836332596,3.8392559127713439,null,null,41.551219674129868,15.467547684937886,4.6071070953256132,37.136075374442818,15.554803501137236,9.7144808701941585,15.272094656651346,37.136075374442818,2.3396192850252038,2.3047169585454657]
["2021-04-01",38.398400023338226,5.0729353460546811,null,null,44.463481048248774,16.013703707056894,5.1497085235851943,37.701535796522798,16.117642778175124,8.5513508510910103,15.835353710024467,37.701535796522798,3.1134476303143517,2.9858860430328837]
["2021-05-01",38.631672370450168,5.0847466041362983,null,null,41.614310317510608,13.953288791009145,14.544342473227545,37.552713944694418,13.959489701501997,6.9450197519910422,13.810667849673614,35.810258096203803,3.3571729408285282,3.3249282062657102]
["2021-06-01",38.023712556965812,5.5920938262785018,null,null,40.164988419591054,13.819010892882176,19.527230861117669,36.991249685523712,14.117782034810363,7.0126660482766692,13.847196849667853,36.991249685523712,4.0069156166519759,3.9978961104805575]
["2021-07-01",38.811227399889539,7.4471064615718889,null,null,39.356429884204132,15.125474636270624,23.317890867608845,38.583560428417513,15.318392438412713,8.5674676106579266,15.171008030565034,38.583560428417513,4.3292671996233683,4.3268707051868232]
["2021-08-01",38.449356739970845,9.5368496102414575,null,null,38.625499081057093,16.814044616262112,23.653400088725515,38.751315038975847,17.13638510044996,9.3858704607389551,16.973830882818937,38.751315038975847,6.2668928639330748,6.2455041510868883]
["2021-09-01",38.116244013290711,10.24741021067784,null,null,38.655455261513943,16.4866834762297,24.156663920400526,37.744787375625826,16.653239839569768,10.047302925226113,16.493872959539353,38.032366708011551,4.7019220845065304,4.6995255900699835]
["2021-10-01",39.987163972207377,11.206158879040554,null,null,41.888992502592856,17.322488197594346,24.681101665162753,40.084693640432278,17.534615225983494,11.301250305559829,17.332241164416835,40.084693640432278,4.3863968284146999,4.3863968284146999]
["2021-11-01",39.024058498486525,11.264676679975492,null,null,40.560150773028646,18.324605538605155,26.994993043798416,39.932303533830876,18.537951687847123,12.959254665383064,18.284374550462381,39.932303533830876,4.3522614445359862,4.3522614445359862]
["2021-12-01",38.797966994874265,14.127394100713065,null,null,40.299148081358609,19.66663593921341,30.948768213217793,38.600136929213548,19.927306143378129,13.871378721622714,19.581685381606164,38.600136929213548,4.2382182302139215,4.0834452964911199]

{"sheet":"Wind & PV PPAs vs Gas","index":56,"n_rows":414,"n_cols":14,"rows_kept":414,"cut":false,"hidden":false,"merged":[]}
["Levelized wind and solar PPA prices and levelized gas price projections"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, FERC, EIA"]
["Note: Smallest bubble sizes reflect smallest-volume PPAs (<5 MW), whereas largest reflect largest-volume PPAs (>500 MW)"]
[]
[null,"Levelized Gas","Solar","Wind",null,"Wind","Wind","Wind",null,"Solar","Solar","Solar"]
[null,"Price Projection","Average","Average",null,"PPA","Project","Project",null,"PPA","Project","Project"]
[null,"2021 $/MWh","2021 $/MWh","2021 $/MWh",null,"Date","2021 $/MWh","Capacity",null,"Date","2021 $/MWh","Capacity"]
[2008,62.52025687504576,149.12724483582844,71.761936052288647,null,"2008-01-02",58.943163014705874,24,null,"2008-07-01",154.96573713905039,550]
[2009,59.952031104303913,167.36989648621483,75.819492701357191,null,"2008-01-16",78.166492735859975,200.86666666666667,null,"2008-07-23",134.54144057182694,210]
[2010,59.121491354742638,138.37551844197338,66.436864594594482,null,"2008-02-27",60.190808721425149,81,null,"2008-12-19",175.49141438374059,10]
[2011,47.911383528253076,112.62417959838145,48.482605492471613,null,"2008-02-28",62.123607954232483,100,null,"2009-02-23",136.28773736505249,30]
[2012,46.319194008226887,87.364187136686922,40.816150877511099,null,"2008-03-25",83.585314143059776,106,null,"2009-03-01",162.33217303673203,30]
[2013,44.954688422073488,68.969155460048924,29.116618126000603,null,"2008-04-03",73.345539080987436,100.5,null,"2009-03-05",153.93549518683298,19]
[2014,48.005670069422138,57.414684014588218,26.845889793028018,null,"2008-04-30",62.945633059342939,54,null,"2009-05-01",212.59553231422001,12.6]
[2015,49.06019823523642,46.140641678831436,31.338610176073225,null,"2008-05-28",86.209954301780726,102.9,null,"2009-05-08",149.35757364506364,230]
[2016,41.421386032726517,39.382724561342322,25.742925015296716,null,"2008-05-30",88.852199915125524,40,null,"2009-06-01",132.96337202582075,20]
[2017,39.708245937151396,33.731305127229334,19.436062304276412,null,"2008-05-30",87.968761212752995,38,null,"2009-06-01",204.84112282756993,14]
[2018,35.907987862980697,25.710861177841384,16.610631681361376,null,"2008-05-30",97.62772583266883,10,null,"2009-06-01",232.25235540770518,10.08]
[2019,31.92854672473327,21.034872695302195,22.677480567926363,null,"2008-06-12",46.96211027762368,99,null,"2009-06-22",173.380451473486,48]
[2020,26.743230829191294,21.727153327402736,25.660178569426041,null,"2008-06-12",142.77201248018488,4.5,null,"2009-08-17",149.48674745606854,250]
[2021,27.69875567728041,23.108985883313053,23.73667900472698,null,"2008-06-15",101.44302070910396,50.25,null,"2009-09-08",206.09133891297768,250]
[2022,27.612594087828324,null,null,null,"2008-06-30",101.44302070910396,50.25,null,"2009-11-20",121.85618252708419,21]
[null,null,null,null,null,"2008-07-23",98.397644402499935,63,null,"2009-12-23",135.48357211962542,50]
[null,null,null,null,null,"2008-07-23",66.235617530269266,30,null,"2009-12-24",258.17367248864218,6]
[null,null,null,null,null,"2008-07-28",107.93215011195231,72,null,"2009-12-24",258.17367248864218,19]
[null,null,null,null,null,"2008-08-11",86.807375852991939,76.5,null,"2009-12-24",258.17367248864218,20]
[null,null,null,null,null,"2008-08-14",102.60600024120737,290,null,"2010-01-26",168.54152020168098,50]
[null,null,null,null,null,"2008-08-14",102.60600024120737,290,null,"2010-01-26",168.54152020168095,20]
[null,null,null,null,null,"2008-08-14",102.92533325344741,265,null,"2010-01-26",172.11700926435711,20]
[null,null,null,null,null,"2008-08-14",48.67079166225902,15,null,"2010-02-02",141.31089563121787,50]
[null,null,null,null,null,"2008-08-15",48.075926430831409,50,null,"2010-02-24",145.3820442773563,300]
[null,null,null,null,null,"2008-08-20",96.861351658439233,62.5,null,"2010-03-06",138.9658333198864,40]
[null,null,null,null,null,"2008-09-05",68.493669993948359,99,null,"2010-04-19",108.03982415251301,29]
[null,null,null,null,null,"2008-09-22",66.436936023816074,49.5,null,"2010-04-21",144.02271780387858,66]
[null,null,null,null,null,"2008-09-24",46.486252470740304,40.5,null,"2010-04-29",134.93186775377816,25]
[null,null,null,null,null,"2008-10-07",71.804556094636368,50,null,"2010-05-10",136.46539196527621,125]
[null,null,null,null,null,"2008-10-08",73.253370955769938,50,null,"2010-05-20",163.35222453510283,25.8]
[null,null,null,null,null,"2008-10-17",71.293433937001709,99,null,"2010-06-01",326.19412809484692,32]
[null,null,null,null,null,"2008-11-20",112.93070651963626,101.2,null,"2010-06-01",134.93186775377822,20]
[null,null,null,null,null,"2008-11-21",63.080601724903453,150,null,"2010-06-24",131.56235098674244,23]
[null,null,null,null,null,"2008-12-02",60.70058012306459,100,null,"2010-06-30",102.50041472001405,12]
[null,null,null,null,null,"2008-12-09",68.425944971493024,25,null,"2010-06-30",102.48606067589452,10]
[null,null,null,null,null,"2008-12-12",55.916795128585882,49.5,null,"2010-07-26",136.28306010866524,20]
[null,null,null,null,null,"2008-12-16",74.641085755658366,150.1,null,"2010-07-29",160.68264393215188,150]
[null,null,null,null,null,"2008-12-22",61.471822055363745,151.80000000000001,null,"2010-07-29",132.07971162605025,45]
[null,null,null,null,null,"2008-12-22",62.282138723562106,79.5,null,"2010-08-10",136.04433699779426,30]
[null,null,null,null,null,"2008-12-23",40.41345843619002,18.899999999999999,null,"2010-08-10",197.87416577478228,5.5]
[null,null,null,null,null,"2009-01-28",55.889456038501159,50.4,null,"2010-08-24",116.04071153987502,23]
[null,null,null,null,null,"2009-01-30",63.662325905365599,98.9,null,"2010-09-20",132.41586415243808,62.5]
[null,null,null,null,null,"2009-02-02",53.931406313957744,99,null,"2010-11-10",133.79530404356763,130]
[null,null,null,null,null,"2009-02-05",95.214476908816792,150,null,"2010-11-15",82.593428419612934,14]
[null,null,null,null,null,"2009-02-05",97.934928087827345,51,null,"2010-11-15",80.023209960483314,20]
[null,null,null,null,null,"2009-02-05",97.955251008166471,49.5,null,"2010-12-01",141.40556445491134,9]
[null,null,null,null,null,"2009-02-19",95.988678301856979,49.5,null,"2010-12-01",150.931290613789,7.65]
[null,null,null,null,null,"2009-03-17",122.04766395624132,24.75,null,"2010-12-21",136.42546094316356,60]
[null,null,null,null,null,"2009-03-17",119.10229729968393,8,null,"2010-12-30",116.81599818263969,309]
[null,null,null,null,null,"2009-03-24",91.064019118994281,63,null,"2010-12-30",152.14346650927337,20]
[null,null,null,null,null,"2009-03-31",62.373488152595236,30,null,"2011-01-05",117.05173814562183,270]
[null,null,null,null,null,"2009-03-31",62.372727007243761,12,null,"2011-01-07",131.75504203245902,110]
[null,null,null,null,null,"2009-04-01",83.240846345436623,96.6,null,"2011-01-25",137.74637208473538,26]
[null,null,null,null,null,"2009-04-01",52.170536599063908,49.5,null,"2011-02-07",122.32278801231679,250]
[null,null,null,null,null,"2009-04-10",108.34739570321054,124.5,null,"2011-02-11",116.20458769616205,30]
[null,null,null,null,null,"2009-04-29",71.069684242614173,70,null,"2011-02-11",119.51495043776096,20]
[null,null,null,null,null,"2009-04-30",65.817839872718608,22.5,null,"2011-03-08",96.477829144742998,150]
[null,null,null,null,null,"2009-06-10",78.749009539743909,102.3,null,"2011-06-03",121.68532982030329,110]
[null,null,null,null,null,"2009-06-22",74.688626116084635,205.5,null,"2011-06-03",113.02424103595345,127]
[null,null,null,null,null,"2009-06-30",75.894689177680519,70,null,"2011-06-21",109.47745085135146,150]
[null,null,null,null,null,"2009-06-30",68.328184398306561,51,null,"2011-07-08",127.5525299397017,23]
[null,null,null,null,null,"2009-07-09",88.249042492022824,22.5,null,"2011-07-14",102.40472189325315,20]
[null,null,null,null,null,"2009-07-09",88.249042935012682,21,null,"2011-07-18",199.8990633389306,6]
[null,null,null,null,null,"2009-07-09",88.249042749300386,21,null,"2011-07-21",119.94753707389431,150]
[null,null,null,null,null,"2009-07-30",56.54180805052561,69,null,"2011-09-29",87.590614469332195,250]
[null,null,null,null,null,"2009-08-01",66.72505672343928,100,null,"2011-10-01",140.19920807275901,9]
[null,null,null,null,null,"2009-08-05",75.956830214528452,18.899999999999999,null,"2011-12-01",229.88392283977035,20]
[null,null,null,null,null,"2009-08-05",75.881303818181848,16.8,null,"2011-12-08",109.84442465716801,19]
[null,null,null,null,null,"2009-08-17",107.9330533464,90,null,"2011-12-20",86.511692729742308,20]
[null,null,null,null,null,"2009-08-26",69.500117104312594,200.2,null,"2011-12-20",116.41484740571465,30]
[null,null,null,null,null,"2009-09-08",57.664845839357071,36,null,"2011-12-20",85.183583764420419,20]
[null,null,null,null,null,"2009-09-25",48.946592824663824,151.80000000000001,null,"2012-01-01",87.30673861314709,15]
[null,null,null,null,null,"2009-09-25",50.274844626241673,129.6,null,"2012-01-01",78.329911175824208,15]
[null,null,null,null,null,"2009-10-01",69.479758483943243,150,null,"2012-02-03",90.011837661183449,200]
[null,null,null,null,null,"2009-10-05",51.022058174156811,99,null,"2012-02-27",82.407081509694152,20]
[null,null,null,null,null,"2009-10-09",80.718499373364054,5,null,"2012-07-03",93.392172124711976,20]
[null,null,null,null,null,"2009-11-02",72.860244680831116,60,null,"2012-07-03",99.481841991668176,20]
[null,null,null,null,null,"2009-11-16",68.213787374648959,50,null,"2012-08-03",91.6202358527093,20]
[null,null,null,null,null,"2009-11-24",80.258440471147864,209.4,null,"2012-08-13",97.136159894028225,20]
[null,null,null,null,null,"2009-11-24",68.861857758063778,150,null,"2012-08-16",94.393951166627033,102]
[null,null,null,null,null,"2009-11-30",117.79341988426631,168,null,"2012-08-29",90.990652432940351,20]
[null,null,null,null,null,"2009-11-30",117.80875490241773,150,null,"2012-08-31",93.044003982005293,250]
[null,null,null,null,null,"2009-11-30",117.79697389351691,150,null,"2012-09-17",88.725598762206502,20]
[null,null,null,null,null,"2009-11-30",117.79022794203554,150,null,"2012-09-17",106.69657818195031,20.8]
[null,null,null,null,null,"2009-11-30",117.789779956503,102,null,"2012-10-17",91.466407850140229,10]
[null,null,null,null,null,"2009-12-02",102.03771341762526,50,null,"2012-10-25",56.706892696487976,50]
[null,null,null,null,null,"2009-12-09",127.64576226583364,10.25,null,"2012-11-01",72.234592044484103,20]
[null,null,null,null,null,"2009-12-17",130.49693577503808,120,null,"2012-11-15",83.020220924405564,20]
[null,null,null,null,null,"2009-12-28",75.608344375249331,70,null,"2012-12-12",81.194392151744793,250]
[null,null,null,null,null,"2010-01-28",106.917596058936,151.80000000000001,null,"2012-12-13",86.825433051296827,20]
[null,null,null,null,null,"2010-02-05",55.051194055015038,81,null,"2013-02-04",101.92062170727571,28.8]
[null,null,null,null,null,"2010-02-12",75.377349998446761,198,null,"2013-02-28",81.509618665683689,45]
[null,null,null,null,null,"2010-03-05",113.30033005639363,65.099999999999994,null,"2013-03-22",92.47577733127811,20]
[null,null,null,null,null,"2010-03-29",60.189213137540712,250.2,null,"2013-03-22",91.055314426228946,20]
[null,null,null,null,null,"2010-04-01",61.785907414106148,40.5,null,"2013-03-25",77.215429817813444,20]
[null,null,null,null,null,"2010-04-16",43.685160695759585,102.4,null,"2013-04-10",88.66515926774504,20]
[null,null,null,null,null,"2010-04-19",89.580064969960929,50.4,null,"2013-04-16",64.940600935474848,20]
[null,null,null,null,null,"2010-04-23",51.476278012128354,51,null,"2013-06-01",59.173894663766987,20]
[null,null,null,null,null,"2010-04-29",116.79871840570902,143.5,null,"2013-06-03",66.89243207399079,48]
[null,null,null,null,null,"2010-05-04",81.143762706375625,32.5,null,"2013-06-03",67.789040627378981,40]
[null,null,null,null,null,"2010-05-04",84.365440414938803,20,null,"2013-06-19",154.78841152389455,12]
[null,null,null,null,null,"2010-05-19",60.839436320990202,250.8,null,"2013-07-03",57.532987873256211,50]
[null,null,null,null,null,"2010-06-01",54.018361506032235,36,null,"2013-07-10",58.97664834822109,40]
[null,null,null,null,null,"2010-06-02",119.27050266805395,102,null,"2013-07-10",63.264611729653517,20]
[null,null,null,null,null,"2010-06-03",50.615674600031234,100,null,"2013-07-17",82.851898225458427,20]
[null,null,null,null,null,"2010-06-03",94.286549025983675,90,null,"2013-07-17",82.851898225458413,12]
[null,null,null,null,null,"2010-06-03",100.71723244459014,36.799999999999997,null,"2013-09-06",67.145887159794512,15]
[null,null,null,null,null,"2010-06-04",68.130142831247824,30,null,"2013-09-19",100.93170736697877,20]
[null,null,null,null,null,"2010-06-09",122.52493974062378,168,null,"2013-09-27",64.328934955224256,20]
[null,null,null,null,null,"2010-06-09",120.18053811377862,150,null,"2013-10-09",66.841260809351695,20]
[null,null,null,null,null,"2010-06-09",120.18053811377862,150,null,"2013-10-22",64.56371209009734,20]
[null,null,null,null,null,"2010-06-09",122.52493974062378,132,null,"2013-12-01",82.328036473913585,7.3140000000000001]
[null,null,null,null,null,"2010-06-21",92.779375064336662,81.599999999999994,null,"2013-12-06",67.599278183371567,20]
[null,null,null,null,null,"2010-06-30",57.299487605525094,114,null,"2013-12-19",56.158435626033288,150]
[null,null,null,null,null,"2010-07-07",38.705952937374548,78.2,null,"2014-01-30",69.502433729543611,7]
[null,null,null,null,null,"2010-07-09",57.38856250754133,42.5,null,"2014-02-20",49.293654473752362,10.416]
[null,null,null,null,null,"2010-07-15",46.111471705826936,99.2,null,"2014-03-17",64.068269159803592,20]
[null,null,null,null,null,"2010-07-21",82.406463681578899,99.2,null,"2014-03-26",59.84972580874809,26.66]
[null,null,null,null,null,"2010-07-22",116.11602660256214,102.5,null,"2014-04-01",65.831037070508998,10.3]
[null,null,null,null,null,"2010-08-10",92.536741983765111,110.4,null,"2014-05-01",44.073362846108658,157.5]
[null,null,null,null,null,"2010-08-16",57.410270108349678,199.8,null,"2014-05-27",63.215431339893797,30]
[null,null,null,null,null,"2010-08-20",127.77349874768892,49,null,"2014-06-01",66.113559997310134,20]
[null,null,null,null,null,"2010-09-01",71.465216504911709,79.2,null,"2014-06-12",57.537638011189422,30]
[null,null,null,null,null,"2010-09-08",83.631121049636917,55.2,null,"2014-07-18",57.288380153262089,93.6]
[null,null,null,null,null,"2010-09-17",35.953297489585509,148.80000000000001,null,"2014-07-23",57.846288735517582,75]
[null,null,null,null,null,"2010-09-22",44.895809867274615,80,null,"2014-07-24",57.532987873256197,56]
[null,null,null,null,null,"2010-10-11",113.94941035458316,49.8,null,"2014-07-24",58.099728095495436,56]
[null,null,null,null,null,"2010-10-18",113.09324457826661,31.68,null,"2014-08-19",60.747467571269425,105]
[null,null,null,null,null,"2010-11-05",40.565686131616694,161,null,"2014-08-25",61.322779970333777,60]
[null,null,null,null,null,"2010-11-12",67.000165743498997,99,null,"2014-09-03",50.562020325185166,60]
[null,null,null,null,null,"2010-12-06",34.896993028465928,201,null,"2014-09-04",46.861516120666991,52]
[null,null,null,null,null,"2010-12-09",29.336662873283966,167.89999999999998,null,"2014-09-04",56.205739064360714,120]
[null,null,null,null,null,"2010-12-17",106.13620243392859,78.2,null,"2014-10-03",60.003593475618864,30]
[null,null,null,null,null,"2010-12-17",99.686893443446621,78.2,null,"2014-10-08",52.869574006459096,101.3]
[null,null,null,null,null,"2010-12-17",57.32659221737881,50,null,"2014-10-08",53.636676260682918,51]
[null,null,null,null,null,"2010-12-17",54.101682083902233,38.46,null,"2014-10-08",53.579857340120789,76.5]
[null,null,null,null,null,"2010-12-22",45.566907158952453,27.3,null,"2014-10-08",57.381618583149574,30]
[null,null,null,null,null,"2010-12-23",56.116783720329224,48,null,"2014-10-08",60.060643056471577,80]
[null,null,null,null,null,"2010-12-23",74.704492593067769,34.200000000000003,null,"2014-10-08",57.829126647389259,103]
[null,null,null,null,null,"2010-12-23",68.063372000554864,28.5,null,"2014-10-20",57.164984915262032,40]
[null,null,null,null,null,"2011-02-01",104.94700825293862,257.60000000000002,null,"2014-10-21",62.258645875695386,11.4]
[null,null,null,null,null,"2011-03-10",66.424771000799396,100,null,"2014-10-21",64.839487363926253,20]
[null,null,null,null,null,"2011-04-06",101.51667540489723,155.1,null,"2014-10-22",56.873316601318386,20]
[null,null,null,null,null,"2011-04-20",34.055190858000728,100.8,null,"2014-10-22",56.873316601318386,20]
[null,null,null,null,null,"2011-05-05",64.736450835415084,165.6,null,"2014-10-22",56.873316601318379,15]
[null,null,null,null,null,"2011-05-06",31.86889917399208,131.1,null,"2014-10-22",56.873316601318386,20]
[null,null,null,null,null,"2011-05-13",70.33016409721202,214.4,null,"2014-10-22",49.875442640769954,20]
[null,null,null,null,null,"2011-05-16",30.735594317875503,150.36000000000001,null,"2014-10-22",69.859069327093252,14.7]
[null,null,null,null,null,"2011-05-16",21.990771670089622,108,null,"2014-10-22",67.750307273027417,19.5]
[null,null,null,null,null,"2011-05-20",53.870150559099585,115,null,"2014-10-22",67.76717736945993,19.5]
[null,null,null,null,null,"2011-06-07",37.717280529399289,202,null,"2014-10-24",66.609217413338271,100]
[null,null,null,null,null,"2011-06-21",48.168516891188219,40,null,"2014-11-07",70.474394406695311,40]
[null,null,null,null,null,"2011-06-27",34.104239399944689,200,null,"2014-11-07",70.474394406695296,50]
[null,null,null,null,null,"2011-06-28",62.453435489433673,104.4,null,"2014-11-13",61.889803331720408,30]
[null,null,null,null,null,"2011-06-29",79.723073466534032,20,null,"2014-11-18",49.301469041668383,45]
[null,null,null,null,null,"2011-07-06",41.35820448678151,199.92,null,"2014-12-09",61.937393296612001,130]
[null,null,null,null,null,"2011-07-15",83.79224600054981,162,null,"2015-02-01",58.567611786056794,80]
[null,null,null,null,null,"2011-07-28",86.201650870089182,102.5,null,"2015-03-02",101.90544891640184,6]
[null,null,null,null,null,"2011-08-03",59.869769470009743,120,null,"2015-03-02",42.505516667943624,25]
[null,null,null,null,null,"2011-08-08",47.126655333470708,42,null,"2015-03-03",62.570151722248319,62.25]
[null,null,null,null,null,"2011-08-15",34.454593767026054,200,null,"2015-03-04",37.600360104455525,70]
[null,null,null,null,null,"2011-08-17",42.93193584764699,50,null,"2015-03-04",38.078486447249382,70]
[null,null,null,null,null,"2011-08-17",42.93193584764699,37.5,null,"2015-03-05",84.473945455041601,10.5]
[null,null,null,null,null,"2011-08-30",26.886424019086167,100.8,null,"2015-03-23",68.5817827755411,20]
[null,null,null,null,null,"2011-09-07",28.56001294211082,104,null,"2015-03-25",47.972421298773916,30]
[null,null,null,null,null,"2011-09-12",41.462216087728883,201.6,null,"2015-04-03",47.589476717256638,81]
[null,null,null,null,null,"2011-09-12",36.88208756641,92.34,null,"2015-04-03",45.560600678452055,54]
[null,null,null,null,null,"2011-09-13",71.720529501670242,100.65,null,"2015-04-14",63.620491705116272,6.8]
[null,null,null,null,null,"2011-10-01",37.980822034396837,48,null,"2015-04-17",53.522028756176532,20]
[null,null,null,null,null,"2011-11-03",29.809112595620032,100.8,null,"2015-04-30",44.900955948506507,50.6]
[null,null,null,null,null,"2011-11-03",28.178213079124657,98.9,null,"2015-04-30",59.675860441493803,52]
[null,null,null,null,null,"2011-11-08",30.664516316191968,59.8,null,"2015-04-30",20.039225130699396,80]
[null,null,null,null,null,"2011-11-16",80.315810063562523,49.5,null,"2015-05-27",67.480819887347621,4.9000000000000004]
[null,null,null,null,null,"2011-11-16",55.14859308631425,39.9,null,"2015-06-01",74.497768731219793,3.6]
[null,null,null,null,null,"2011-11-28",79.052980699417432,20.65,null,"2015-06-05",42.236972727520801,100]
[null,null,null,null,null,"2011-12-09",38.590776432586644,75,null,"2015-06-09",67.857313215116363,80]
[null,null,null,null,null,"2011-12-13",30.655390489387361,201.25,null,"2015-06-19",44.210579352241361,100]
[null,null,null,null,null,"2011-12-13",31.484102475881581,79.599999999999994,null,"2015-06-23",48.974276758961736,46]
[null,null,null,null,null,"2011-12-15",31.395575716661703,49.2,null,"2015-06-25",55.25886895018197,100.815]
[null,null,null,null,null,"2011-12-20",65.307023992828661,110.4,null,"2015-06-30",61.367339689343623,7.06]
[null,null,null,null,null,"2011-12-20",31.983850134228899,78.400000000000006,null,"2015-07-01",64.273654150575126,13]
[null,null,null,null,null,"2011-12-20",67.642411591027653,30.4,null,"2015-07-01",66.015525265929071,20]
[null,null,null,null,null,"2011-12-22",47.867241264350639,14.4,null,"2015-07-01",131.15195490949597,27.6]
[null,null,null,null,null,"2012-01-19",34.654698748673859,310.39999999999998,null,"2015-07-15",52.51249107623493,125]
[null,null,null,null,null,"2012-02-07",45.206922979195177,21,null,"2015-07-16",49.147003647309838,150]
[null,null,null,null,null,"2012-02-15",29.48511184249227,30.400000000000002,null,"2015-07-16",49.547324909535298,180]
[null,null,null,null,null,"2012-02-17",94.952055085992058,50,null,"2015-07-21",46.123073813870917,20]
[null,null,null,null,null,"2012-02-28",31.440453392612991,91,null,"2015-08-05",45.504166346506416,30]
[null,null,null,null,null,"2012-03-13",31.484102475881578,51.2,null,"2015-08-09",41.179285588538299,30]
[null,null,null,null,null,"2012-03-17",39.240112732067381,202,null,"2015-08-12",50.491546310573234,10]
[null,null,null,null,null,"2012-03-29",32.952201484399168,48,null,"2015-08-16",50.491546310573206,10]
[null,null,null,null,null,"2012-04-11",46.907609199947991,54,null,"2015-08-28",51.250325162380186,150]
[null,null,null,null,null,"2012-05-27",59.591035998383489,69,null,"2015-09-03",74.320250951154165,10.88]
[null,null,null,null,null,"2012-08-31",48.23513756998328,100.3,null,"2015-09-23",43.31529270604905,52]
[null,null,null,null,null,"2012-11-01",54.545365029807002,50,null,"2015-09-23",47.167597195756287,52]
[null,null,null,null,null,"2012-12-14",56.722632530121935,15,null,"2015-09-24",41.329687220628124,25]
[null,null,null,null,null,"2013-01-16",29.856923796576449,74.8,null,"2015-09-28",19.635836877483836,46.2]
[null,null,null,null,null,"2013-02-07",29.582581673494342,200.6,null,"2015-09-28",19.635836877483836,71.400000000000006]
[null,null,null,null,null,"2013-04-16",48.825832390429085,74.8,null,"2015-10-01",36.358458750002342,118.5]
[null,null,null,null,null,"2013-05-06",30.340520256976447,62.4,null,"2015-10-01",33.650200695455375,170]
[null,null,null,null,null,"2013-05-24",88.805352412178038,39,null,"2015-10-01",58.924520432370905,146]
[null,null,null,null,null,"2013-06-01",22.976124576070212,200,null,"2015-10-08",49.352984437048754,55]
[null,null,null,null,null,"2013-06-01",22.483590323901463,200,null,"2015-10-09",42.70992596829786,154.27199999999999]
[null,null,null,null,null,"2013-06-05",47.402755930975466,200,null,"2015-10-09",38.823467694039735,103.5]
[null,null,null,null,null,"2013-06-15",24.265830306546267,250,null,"2015-10-15",43.996304672335192,125]
[null,null,null,null,null,"2013-06-15",21.933922979020391,199,null,"2015-11-05",51.868838899514131,85]
[null,null,null,null,null,"2013-06-21",31.274858074986383,102.4,null,"2015-11-06",44.899738399473193,54]
[null,null,null,null,null,"2013-06-28",56.346512369539504,80,null,"2015-11-09",38.447863615684795,72]
[null,null,null,null,null,"2013-07-02",25.059391395655549,200,null,"2015-11-10",44.073362846108651,30]
[null,null,null,null,null,"2013-07-02",52.377219278614625,50.4,null,"2015-11-20",44.000880241765287,86]
[null,null,null,null,null,"2013-07-07",56.346512369539504,80,null,"2015-11-30",46.326412298594533,50]
[null,null,null,null,null,"2013-07-08",21.440651623909716,100,null,"2015-12-17",41.616315253005276,90]
[null,null,null,null,null,"2013-07-10",23.635157464124131,249.9,null,"2015-12-18",52.924011922843313,20]
[null,null,null,null,null,"2013-07-17",24.572823237529832,150,null,"2015-12-18",52.908337307708216,20]
[null,null,null,null,null,"2013-07-24",27.169947090242644,205.7,null,"2015-12-18",52.993916144085951,20]
[null,null,null,null,null,"2013-08-12",50.853558437683759,20,null,"2015-12-18",51.186383857176835,20]
[null,null,null,null,null,"2013-08-20",56.45129121710891,184.8,null,"2016-01-06",29.007106290254555,26]
[null,null,null,null,null,"2013-08-20",57.742833551174918,147.6,null,"2016-04-12",48.622447509613174,8.16]
[null,null,null,null,null,"2013-09-11",31.646750404377773,60,null,"2016-04-12",45.817306307135496,20.399999999999999]
[null,null,null,null,null,"2013-10-09",21.460672452829751,198.9,null,"2016-05-19",34.613636155274605,100]
[null,null,null,null,null,"2013-10-10",20.10820649867177,200,null,"2016-08-04",41.410389844235752,20]
[null,null,null,null,null,"2013-10-10",21.458630127399633,200,null,"2016-08-26",51.890923121516721,60]
[null,null,null,null,null,"2013-10-10",20.108206498671777,199.8,null,"2016-08-29",43.122574681558561,20]
[null,null,null,null,null,"2013-10-17",22.298352608705354,400,null,"2016-09-15",41.974889313323182,100]
[null,null,null,null,null,"2013-10-25",56.875061301304484,19.8,null,"2016-09-20",42.230974433758092,100]
[null,null,null,null,null,"2013-11-01",31.073496488616687,249.2,null,"2016-09-22",149.39121602712225,24.9]
[null,null,null,null,null,"2013-11-06",24.644878906888074,172,null,"2016-11-18",34.377918243669868,150]
[null,null,null,null,null,"2013-11-06",24.644878906888074,106,null,"2016-11-18",34.262340846931075,80]
[null,null,null,null,null,"2013-11-18",24.651599161673531,201.6,null,"2016-12-13",41.115283755007134,7.8]
[null,null,null,null,null,"2013-11-18",90.440605341104586,34.200000000000003,null,"2016-12-15",31.721528868396696,200]
[null,null,null,null,null,"2013-12-11",50.475301043183052,51,null,"2017-01-03",51.93509526948268,7.2]
[null,null,null,null,null,"2013-12-20",20.78718014020555,98,null,"2017-01-12",98.584162792772133,14.7]
[null,null,null,null,null,"2013-12-27",29.721528908651173,149.6,null,"2017-01-12",90.209651199347334,45.9]
[null,null,null,null,null,"2014-01-21",20.948266504492199,100.3,null,"2017-01-12",36.806740035978478,100]
[null,null,null,null,null,"2014-01-23",32.830363697294402,78.2,null,"2017-01-17",39.335675964872415,60]
[null,null,null,null,null,"2014-01-24",22.455317071876951,99,null,"2017-01-31",36.709438470571335,20]
[null,null,null,null,null,"2014-02-27",27.071988263338721,299.7,null,"2017-03-23",32.630800806601009,17]
[null,null,null,null,null,"2014-06-11",23.383802633358894,150,null,"2017-03-31",94.980270806747214,49]
[null,null,null,null,null,"2014-07-01",38.344804001914603,175,null,"2017-04-01",52.46751883227703,56]
[null,null,null,null,null,"2014-08-01",35.876910492058613,115.99999999999999,null,"2017-05-22",21.486127300346524,130]
[null,null,null,null,null,"2014-08-01",23.477713487308126,100,null,"2017-05-25",72.731037051712477,78.400000000000006]
[null,null,null,null,null,"2014-08-14",65.021909550904184,30,null,"2017-05-25",67.673722748764902,49.36]
[null,null,null,null,null,"2014-09-11",67.249562513045419,42.95,null,"2017-05-26",37.61994911240707,52.5]
[null,null,null,null,null,"2014-09-24",41.527986259831543,140,null,"2017-06-01",28.027150930444201,40]
[null,null,null,null,null,"2014-10-30",25.825484836038935,100,null,"2017-06-01",27.364423788099774,86]
[null,null,null,null,null,"2014-12-01",20.982171688163589,200,null,"2017-06-01",27.364423788099774,74]
[null,null,null,null,null,"2014-12-01",24.602591127230419,150,null,"2017-06-07",29.783408289856403,50]
[null,null,null,null,null,"2014-12-01",24.052940228204392,150,null,"2017-06-19",28.09107309395689,100]
[null,null,null,null,null,"2014-12-17",22.377613228313233,100,null,"2017-06-20",89.394088504753057,19.59]
[null,null,null,null,null,"2014-12-17",21.998607840200858,73.5,null,"2017-06-20",81.902776550278489,19.579999999999998]
[null,null,null,null,null,"2014-12-31",22.538604947815806,50,null,"2017-06-20",81.362758243353582,19.579999999999998]
[null,null,null,null,null,"2015-03-24",32.825473369758015,78,null,"2017-06-20",82.731630352736104,19.600000000000001]
[null,null,null,null,null,"2015-04-07",26.878929845948623,300,null,"2017-06-26",48.620671548962846,5]
[null,null,null,null,null,"2015-04-24",20.513556377925564,208.27,null,"2017-07-28",82.931245912713933,8.4]
[null,null,null,null,null,"2015-05-01",42.007423962697324,149,null,"2017-07-28",82.475629296527899,8.4]
[null,null,null,null,null,"2015-05-01",23.294260137326631,20,null,"2017-08-08",48.274171774799626,252.32]
[null,null,null,null,null,"2015-05-04",31.493839705665611,20,null,"2017-08-25",27.744109812953617,100]
[null,null,null,null,null,"2015-05-22",28.923144367758791,200.91,null,"2017-09-23",29.77540657600499,200]
[null,null,null,null,null,"2015-06-09",28.554899014380045,36,null,"2017-09-26",28.631435989791978,62.5]
[null,null,null,null,null,"2015-07-08",43.346586997343195,208,null,"2017-09-26",28.112689925687032,50]
[null,null,null,null,null,"2015-07-24",82.714403353555483,80,null,"2017-10-06",27.605696311870158,25]
[null,null,null,null,null,"2015-08-07",45.36614190658549,324,null,"2017-10-06",27.605696311870158,25]
[null,null,null,null,null,"2015-09-15",39.861032250704724,100.05,null,"2017-10-30",30.115007167893602,50]
[null,null,null,null,null,"2015-09-15",31.4938397056656,25,null,"2017-11-13",26.356096208443319,150]
[null,null,null,null,null,"2015-09-17",32.794011981676697,98,null,"2017-11-13",24.99544652873,200]
[null,null,null,null,null,"2015-10-01",48.098829731254341,200,null,"2017-12-08",19.402776171925069,45]
[null,null,null,null,null,"2015-10-09",77.241113345462296,30,null,"2017-12-14",20.034992957548919,150]
[null,null,null,null,null,"2015-10-16",29.685246266972754,198,null,"2017-12-15",34.825302763501654,50]
[null,null,null,null,null,"2015-10-27",20.644111860957661,149.03,null,"2018-01-05",23.657046969037864,50]
[null,null,null,null,null,"2015-11-09",20.367226736722998,64.8,null,"2018-01-09",27.883128127433324,30]
[null,null,null,null,null,"2015-11-19",43.102161475683772,100.8,null,"2018-01-26",24.265904508323462,100]
[null,null,null,null,null,"2015-11-20",19.094818376091894,199.8,null,"2018-01-29",23.726985201973193,57.5]
[null,null,null,null,null,"2015-12-04",20.64158218553651,99.1,null,"2018-01-29",26.224093717129382,120]
[null,null,null,null,null,"2015-12-16",31.32866087746396,149.5,null,"2018-02-01",36.720489771128442,10]
[null,null,null,null,null,"2015-12-18",27.966204580340005,29.9,null,"2018-02-21",45.658566229768297,106.688]
[null,null,null,null,null,"2015-12-23",18.960297879277348,206.55,null,"2018-04-16",158.50168077348471,6.3]
[null,null,null,null,null,"2016-01-08",24.01571880592261,200,null,"2018-05-07",30.278881526719669,100]
[null,null,null,null,null,"2016-01-19",18.822998715525568,200,null,"2018-05-16",29.678590740789925,74.5]
[null,null,null,null,null,"2016-02-01",34.038081697211958,75,null,"2018-05-16",29.678590740789925,74.5]
[null,null,null,null,null,"2016-02-01",35.474250267565942,25,null,"2018-05-30",18.748880453113397,300]
[null,null,null,null,null,"2016-02-02",31.493839705665618,7,null,"2018-05-30",21.49566994362544,250]
[null,null,null,null,null,"2016-03-03",20.992218198815895,99.25,null,"2018-05-30",24.126732829292372,50]
[null,null,null,null,null,"2016-03-04",22.976953247592547,149.72999999999999,null,"2018-05-30",20.910998821864688,101]
[null,null,null,null,null,"2016-05-12",42.85859578769152,7.2,null,"2018-05-30",20.918889764816331,200]
[null,null,null,null,null,"2016-05-31",19.322315845852231,140,null,"2018-05-30",23.641265083134559,100]
[null,null,null,null,null,"2016-05-31",37.856675386090913,119.7,null,"2018-05-31",30.43805096834998,80]
[null,null,null,null,null,"2016-07-18",52.501415558864601,46,null,"2018-06-01",59.402739067407083,5.6814814814814811]
[null,null,null,null,null,"2016-07-26",25.455443575186464,199.2,null,"2018-06-06",24.543347612625613,60]
[null,null,null,null,null,"2016-08-11",34.767966615136991,75.400000000000006,null,"2018-06-08",21.420726174688216,30]
[null,null,null,null,null,"2016-10-28",17.24685641792372,216.44,null,"2018-06-13",19.493496079873218,58]
[null,null,null,null,null,"2016-10-28",16.936528362498276,199.52,null,"2018-06-13",23.037034290665908,122,null,"x"]
[null,null,null,null,null,"2016-11-01",41.876711247363275,49.5,null,"2018-06-27",40.287014037028797,42]
[null,null,null,null,null,"2016-11-11",45.142242779673332,298.2,null,"2018-06-30",25.075870775011946,68]
[null,null,null,null,null,"2016-12-01",31.840485299706348,79.75,null,"2018-06-30",22.508726938614782,20]
[null,null,null,null,null,"2016-12-05",41.183898017263822,43.2,null,"2018-07-10",27.689936170868425,35]
[null,null,null,null,null,"2016-12-05",18.334240680208289,40.590000000000003,null,"2018-08-10",42.531628259022774,40]
[null,null,null,null,null,"2016-12-06",21.046290849355699,27,null,"2018-08-10",42.531628259022774,10]
[null,null,null,null,null,"2016-12-15",20.001165940370274,200,null,"2018-08-22",25.011065069237663,50]
[null,null,null,null,null,"2017-01-01",40.882171604740009,66,null,"2018-08-22",25.011065069237663,50]
[null,null,null,null,null,"2017-01-19",33.863131945195782,100,null,"2018-08-23",27.949428786757505,86]
[null,null,null,null,null,"2017-01-27",16.122835333888744,100.05,null,"2018-08-31",22.571234093876807,102.5]
[null,null,null,null,null,"2017-02-09",38.88422043715142,128.69999999999999,null,"2018-09-09",27.22145782275668,100]
[null,null,null,null,null,"2017-02-17",36.266899724302384,200.8,null,"2018-09-20",21.374235039132213,100]
[null,null,null,null,null,"2017-03-07",18.348264279405115,231.05,null,"2018-10-01",42.514732610369293,10.5]
[null,null,null,null,null,"2017-03-07",13.782990970553747,216.2,null,"2018-10-01",21.341622933041236,20]
[null,null,null,null,null,"2017-03-13",16.141468576414034,106.7,null,"2018-10-18",30.488032761487485,144]
[null,null,null,null,null,"2017-03-14",13.503124770065492,15,null,"2018-10-18",36.323284620881779,13]
[null,null,null,null,null,"2017-05-05",13.503124770065492,2.38,null,"2018-10-25",24.169759290292543,128]
[null,null,null,null,null,"2017-05-17",19.286368104461179,100,null,"2018-11-01",37.232580407531934,70]
[null,null,null,null,null,"2017-06-06",14.820496019757096,15.59,null,"2018-12-11",25.645564592852917,250]
[null,null,null,null,null,"2017-06-09",11.357527883738248,160,null,"2019-02-01",42.911546350196197,4.5999999999999996]
[null,null,null,null,null,"2017-06-20",23.457351363383005,75,null,"2019-02-11",30.419264249808762,50]
[null,null,null,null,null,"2017-07-07",23.252146718504324,132,null,"2019-02-14",24.849609845026929,22]
[null,null,null,null,null,"2017-07-19",13.719521000354998,16.100000000000001,null,"2019-03-21",26.770224871558177,160]
[null,null,null,null,null,"2017-07-21",28.177286182166586,100,null,"2019-03-22",19.517352683422782,120]
[null,null,null,null,null,"2017-08-01",22.318805349761163,200,null,"2019-05-30",18.92871291163209,50]
[null,null,null,null,null,"2017-08-11",34.804455913294454,102.5,null,"2019-06-27",16.137710686885679,50]
[null,null,null,null,null,"2017-08-11",39.39172446164909,48.8,null,"2019-06-27",14.914358994936403,300]
[null,null,null,null,null,"2017-09-01",18.024605132614351,242,null,"2019-07-01",15.057485736801725,400]
[null,null,null,null,null,"2017-09-26",23.682627309843696,30,null,"2019-07-01",23.003120346486927,80]
[null,null,null,null,null,"2017-10-01",22.813845394841429,98,null,"2019-07-09",25.06714851707094,62.5]
[null,null,null,null,null,"2017-10-02",18.790257258609298,29.875,null,"2019-07-25",23.971088284849198,17.5]
[null,null,null,null,null,"2017-10-12",11.759407012177929,243.8,null,"2019-08-08",21.756988984896221,66]
[null,null,null,null,null,"2017-10-16",22.137923597360672,103.5,null,"2019-08-19",37.243894260079372,100]
[null,null,null,null,null,"2017-11-15",19.978338660041022,211.66,null,"2019-09-19",38.479244335784124,9.3076923076923066]
[null,null,null,null,null,"2017-11-17",12.939772379245415,200,null,"2019-09-22",32.047864741722613,88]
[null,null,null,null,null,"2017-11-17",9.5586555186078872,100,null,"2019-09-22",31.329977989015507,90]
[null,null,null,null,null,"2017-11-17",11.799317864464465,83,null,"2019-09-22",31.329977989015504,70]
[null,null,null,null,null,"2017-12-20",23.360306628725652,166,null,"2019-10-01",20.540349673701318,150]
[null,null,null,null,null,"2017-12-21",23.793633978946122,50,null,"2019-10-17",11.987466023275967,100]
[null,null,null,null,null,"2018-01-10",11.799317864464456,97,null,"2019-10-17",16.785651222719313,100]
[null,null,null,null,null,"2018-01-22",14.496140836418855,226.56,null,"2019-10-23",20.435344604423996,107]
[null,null,null,null,null,"2018-01-22",22.019881077905563,216.6,null,"2019-11-05",22.478879064866401,132]
[null,null,null,null,null,"2018-03-13",20.573947520322829,79.900000000000006,null,"2019-11-19",21.34162293304124,25]
[null,null,null,null,null,"2018-04-20",11.889325114405144,301.02,null,"2019-11-21",22.754744617798252,100]
[null,null,null,null,null,"2018-07-22",27.292516548181727,80.64,null,"2019-11-26",23.388017741632648,44]
[null,null,null,null,null,"2018-07-22",27.139667305309572,45.36,null,"2019-12-05",22.61569693321789,100]
[null,null,null,null,null,"2018-08-20",16.323767275302199,250.4,null,"2019-12-17",20.435344604423996,100]
[null,null,null,null,null,"2018-08-31",38.223282216402005,97.2,null,"2019-12-20",42.343984385087559,50]
[null,null,null,null,null,"2018-10-05",41.490528517850471,21.6,null,"2020-01-06",25.290320042498994,50.5]
[null,null,null,null,null,"2018-10-19",12.968651602623483,199.4,null,"2020-02-14",29.793029487866487,50]
[null,null,null,null,null,"2018-10-22",8.6416176959765529,299.36,null,"2020-02-14",23.037390238854751,160.5]
[null,null,null,null,null,"2018-10-29",13.842040957580453,153.6,null,"2020-03-25",17.979945713778267,200]
[null,null,null,null,null,"2018-11-19",12.282321769627822,161,null,"2020-04-08",18.748329061957659,127.86]
[null,null,null,null,null,"2018-11-21",9.9402119902120276,250,null,"2020-05-02",20.861080950349507,100]
[null,null,null,null,null,"2018-12-05",14.52931384835272,171,null,"2020-06-01",23.996696548407979,150]
[null,null,null,null,null,"2018-12-31",37.938023155458389,21.6,null,"2020-08-24",41.928811569911204,50]
[null,null,null,null,null,"2019-01-01",31.078753252561516,46.5,null,"2020-09-23",21.87172753412926,100]
[null,null,null,null,null,"2019-01-03",26.665221069394224,398.6,null,"2020-09-25",21.040042099559074,200]
[null,null,null,null,null,"2019-01-08",18.574455843757502,236.5,null,"2020-10-02",21.077685337291118,233]
[null,null,null,null,null,"2019-01-11",40.707780840929544,136.80000000000001,null,"2020-11-02",17.34429260772022,63]
[null,null,null,null,null,"2019-01-22",22.648252908533554,102,null,"2020-11-05",21.928637785879619,26]
[null,null,null,null,null,"2019-02-05",9.621902801946451,104,null,"2020-12-30",36.298337577576447,7.5]
[null,null,null,null,null,"2019-02-06",14.809363442995846,134.08000000000001,null,"2021-01-15",46.860233769466447,90]
[null,null,null,null,null,"2019-02-11",27.591157585201177,199.54,null,"2021-01-15",39.11058886468787,500]
[null,null,null,null,null,"2019-03-07",25.184284725094635,144,null,"2021-02-01",16.13067419949612,190]
[null,null,null,null,null,"2019-05-16",12.081971840052324,160,null,"2021-02-04",16.231459184355813,50]
[null,null,null,null,null,"2019-05-21",22.014698247979087,96.7,null,"2021-02-23",20.319647731923414,50]
[null,null,null,null,null,"2019-06-05",27.547911985054171,104,null,"2021-03-25",18.624126929862136,130]
[null,null,null,null,null,"2019-07-08",14.326844949773806,200,null,"2021-04-01",11.636905951089984,150]
[null,null,null,null,null,"2019-08-21",35.569387321660436,72.599999999999994,null,"2021-04-01",14.950571581219034,300]
[null,null,null,null,null,"2019-09-22",42.549403118745644,76.8,null,"2021-05-07",31.420672806692124,30]
[null,null,null,null,null,"2019-10-02",12.356428362954912,128,null,"2021-06-01",18.414450132494149,350]
[null,null,null,null,null,"2019-10-03",35.040459943088479,300,null,"2021-06-01",19.498576923069237,250]
[null,null,null,null,null,"2019-10-17",13.997776858831669,110.00000000000001,null,"2021-06-01",17.193548080858271,90]
[null,null,null,null,null,"2019-10-17",11.31201094628835,90,null,"2021-06-17",24.243746194903856,200]
[null,null,null,null,null,"2019-10-21",24.742308579741085,302.39999999999998,null,"2021-10-08",36.454044397249298,100]
[null,null,null,null,null,"2019-11-25",19.669647961323712,100,null,"2021-10-15",37.618106345319745,125]
[null,null,null,null,null,"2019-12-13",27.885730658120266,76.5]
[null,null,null,null,null,"2019-12-18",11.982638700601886,200]
[null,null,null,null,null,"2019-12-20",40.984402256379838,14.4]
[null,null,null,null,null,"2020-04-15",31.029277674758816,56.2]
[null,null,null,null,null,"2020-04-16",39.068236267220399,50.1]
[null,null,null,null,null,"2020-05-27",15.081819839274397,172.54842630833929]
[null,null,null,null,null,"2020-05-27",11.966114543136873,26.321573691660728]
[null,null,null,null,null,"2020-06-04",33.535029810558171,331]
[null,null,null,null,null,"2020-08-07",18.812333796166779,53.6]
[null,null,null,null,null,"2020-08-25",39.307282687755226,100]
[null,null,null,null,null,"2020-08-31",34.05890767404,225]
[null,null,null,null,null,"2020-09-16",31.081247141492941,29.5]
[null,null,null,null,null,"2020-09-17",14.866713199718459,300.60000000000002]
[null,null,null,null,null,"2020-09-17",13.82791651566024,250.7]
[null,null,null,null,null,"2020-11-30",36.193294368712166,33.799999999999997]
[null,null,null,null,null,"2021-01-22",21.184640573252882,80]
[null,null,null,null,null,"2021-04-21",39.482788721130866,50]
[null,null,null,null,null,"2021-04-21",36.724017199533627,29.9]
[null,null,null,null,null,"2021-09-01",15.282700024824349,197.4]

{"sheet":"Recent Wind PPAs v Gas Forecast","index":57,"n_rows":35,"n_cols":21,"rows_kept":35,"cut":false,"hidden":false,"merged":[]}
["Wind PPA prices and natural gas fuel cost projections by calendar year over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, FERC, EIA"]
[]
[]
[null,null,2022,null,null,2025,null,null,null,null,2030,null,null,null,null,2035,null,null,null,null,2040]
["Aggregate wind PPA prices among 40 PPAs executed 2019-2021 (2021 $/MWh)"]
[null,"10th Percentile",13.644597510332266,13.418754326856657,13.121670168646517,12.817287460529874,12.510448795906408,12.201030830058222,11.901854691521674,11.619075588967709,11.354611656400381,11.098620671762729,11.06931665518203,11.246546384610191,11.000915519004309,10.762583726802749,11.208279019567218,10.034016006222416,9.8153596665160379,9.6029366172044597,9.3899245789909056]
[null,"50th Percentile (Median)",29.390466942965602,28.181590644985661,28.30817168362826,27.651508480838544,26.989546894721926,26.322020826267725,25.676590070541671,25.066533631021706,24.495989614061727,23.943724799488116,24.739068849975556,23.257848810094345,22.935597720930385,22.573154875717016,22.085208802116213,21.043329463964785,20.584763582370353,20.139270151860426,19.692541494347939]
[null,"90th Percentile",43.324086985361546,42.509830858870274,41.568685577516767,40.604418915856044,39.632371927261921,39.206944426095419,38.245568096456211,37.33688220645903,36.487050511801769,35.664445893547388,35.611218153795996,35.099796124242971,34.333196938168776,33.589377722018327,33.892902857748588,36.994521021277599,37.014467117337297,37.03894729350754,37.042809788806174]
[null,"Diff",{"$f":"C29-C27","v":29.679489475029278},29.091076532013616,28.44701540887025,27.787131455326168,27.121923131355516,27.005913596037196,26.343713404934537,25.71780661749132,25.132438855401389,24.565825221784657,24.541901498613967,23.85324973963278,23.332281419164467,22.826793995215578,22.68462383818137,26.960505015055183,27.199107450821259,27.436010676303081,27.652885209815267]
["AEO 2022 Gas Price Projection (converted from $/MMBtu to 2021 $/MWh using the heat rates implied by the modeling output)"]
[null,"Min",29.211394309956244,26.086946291339874,23.101385376057021,21.388634328843224,20.847001786489905,20.762135940013053,21.560387272029025,21.634966991682738,21.884177596312508,21.933267073774669,21.852821135063337,22.429514334582827,22.28941696971345,21.877126974900275,21.664543489363979,21.487853478627155,21.259656591284187,21.324974393699499,21.138304798296645]
[null,"Reference Case",31.176297604019624,29.036516326083483,26.459399312837228,24.792263438519413,24.586928107032868,24.930338336945898,25.897191426862591,26.324986276191744,26.792418855263566,27.073160333836018,27.124744549672844,27.393405039079838,27.099706929442014,26.780429792908258,26.668200513249154,26.641490612934369,26.723331380006805,26.686457392809828,26.888348340066155]
[null,"Max",35.388329550028566,34.785637211731782,33.545007778306207,33.16926134852033,33.708261191739908,34.355662134492164,36.215225037440518,38.169616788653812,39.259541604348478,40.419648421334266,41.600280322935561,42.535651314036762,43.533396032476773,44.105981331647328,45.582934755361549,45.994186382515906,46.560119370996446,47.466715896648836,48.698360189262125]
[null,"Diff",{"$f":"C34-C32","v":6.1769352400723214},8.6986909203919076,10.443622402249186,11.780627019677105,12.861259405250003,13.593526194479111,14.654837765411493,16.534649796971074,17.375364008035969,18.486381347559597,19.747459187872224,20.106136979453936,21.243979062763323,22.228854356747053,23.91839126599757,24.506332903888751,25.300462779712259,26.141741502949337,27.560055390965481]

{"sheet":"Market Value and PPAs over Time","index":58,"n_rows":42,"n_cols":15,"rows_kept":42,"cut":false,"hidden":false,"merged":[]}
["Regional wholesale market value of wind and average levelized long-term wind PPA prices over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, ABB, ISOs"]
[null,null,null,null,null,null,null,null,null,null,"(All in 2021$)"]
["Wholesale market value: energy and capacity",null,null,null,null,null,null,null,null,null,"Levelized","10th","90th","negative ","positive "]
["2021 $/MWh","MISO","CAISO","SPP","NYISO","PJM","ISO-NE","ERCOT",null,null,"PPA Price","Percentile","Percentile","error","error"]
[2008,47.911269885963598,null,64.576059411516198,null,62.492960720822197,null,38.537325777840302,null,null,71.761936052288647,48.611305139116261,102.63793354243137,23.150630913172385,30.875997490142723]
[2009,24.9971842883288,null,34.3711283964522,null,41.661973813881403,null,20.830986906940701,null,null,75.819492701357191,55.497846093592479,117.79933009529707,20.321646607764713,41.979837393939874]
[2010,24.9971842883288,null,36.454227087146201,null,42.703523159228503,null,27.0802829790229,null,null,66.436864594594482,43.685160695759585,119.27050266805395,22.751703898834897,52.833638073459468]
[2011,20.830986906940701,33.3295790511051,36.454227087146201,42.703523159228503,40.620424468534402,53.1190166126988,26.0387336336759,null,null,48.482605492471613,29.978368174373497,80.197262744156831,18.504237318098117,31.714657251685217]
[2012,16.6647895255525,36.454227087146201,34.3711283964522,32.288029705758099,33.3295790511051,44.786621849922497,18.747888216246601,null,null,40.816150877511099,31.449183209266707,59.017355304731183,9.3669676682443921,18.201204427220084]
[2013,20.830986906940701,42.703523159228503,28.121832324369901,43.745072504575496,35.4126777417992,65.617608756863305,29.163381669717001,null,null,29.116618126000603,21.451438726003666,56.620799250787137,7.6651793999969371,27.504181124786534]
[2014,23.955634942981799,48.952819231310698,29.163381669717001,48.952819231310698,44.786621849922497,72.908454174292501,34.3711283964522,null,null,26.845889793028018,21.693676994589676,48.576163247153353,5.1522127984383417,21.730273454125335]
[2015,17.7063388708996,31.246480360411098,23.955634942981799,30.204931015063998,33.3295790511051,46.869720540616598,21.872536252287698,null,null,31.338610176073225,20.425758593204023,47.005754601386805,10.912851582869202,15.66714442531358]
[2016,18.747888216246601,31.246480360411098,20.830986906940701,20.830986906940701,28.121832324369901,30.204931015063998,17.7063388708996,null,null,25.742925015296716,18.383116483740018,42.760407333658698,7.3598085315566983,17.017482318361981]
[2017,20.830986906940701,33.3295790511051,17.7063388708996,22.914085597634799,28.121832324369901,34.3711283964522,17.7063388708996,null,null,19.436062304276412,11.91336331594256,36.120655343201591,7.5226989883338522,16.684593038925179]
[2018,22.914085597634799,39.578875123187302,22.914085597634799,29.163381669717001,35.4126777417992,47.911269885963598,19.789437561593601,null,null,16.610631681361376,11.055675514763484,38.052126779835838,5.5549561665978917,21.441495098474462]
[2019,18.747888216246601,38.537325777840302,17.7063388708996,20.830986906940701,27.0802829790229,36.454227087146201,20.830986906940701,null,null,22.677480567926363,12.012438642437017,39.16626278514881,10.665041925489346,16.488782217222447]
[2020,11.457042798817399,30.204931015063998,14.581690834858501,13.540141489511401,20.830986906940701,26.0387336336759,11.457042798817399,null,null,25.477909971113554,14.34731485768935,39.187759477487816,11.130595113424205,13.709849506374262]
[2021,16.429382505414701,47.696972979122101,18.9141827245328,22.6912862170648,32.610251736997498,43.893936805667003,31.477055957116399,null,null,25.477909971113554,14.34731485768935,39.187759477487816,11.130595113424205,13.709849506374262]
[]
[null,null,null,null,null,null,null,null,null,null,"Note: Given limited PPA sample for 2020-21, "]
[null,null,null,null,null,null,null,null,null,null,"we use the average and distribution for all 2020-21 "]
[null,null,null,null,null,null,null,null,null,null,"PPAs for both 2020 and 2021"]

{"sheet":"2021 Market Value by Location","index":59,"n_rows":33,"n_cols":8,"rows_kept":33,"cut":false,"hidden":false,"merged":[]}
["Wholesale market value of wind in 2021, by region and plant, and compared to Level10 wind PPA prices"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, Hitachi, ISOs",null,null,null,null,null,null,"Sources: Berkeley Lab, Hitachi, ISOs"]
[]
[]
[null,"2021 Wind","2021 Wind"]
[null,"Energy Value","Capacity Value"]
[null,"(2021 $/MWh)","(2021 $/MWh)"]
["CAISO",40.352399025533302,7.3445739535888297]
["ISO-NE",37.271834804402403,6.6221020012645297]
["PJM",28.953558787237299,3.6566929497602101]
["ERCOT",31.477055957116399,0]
["NYISO",20.1222963966386,2.5689898204261499]
["SPP",15.0877170283838,3.8264656961489898]
["MISO",16.198556739540201,0.23082576587450199]

{"sheet":"Value Relative to Flat Block","index":60,"n_rows":84,"n_cols":28,"rows_kept":84,"cut":false,"hidden":false,"merged":[[23,13,23,14],[23,1,23,2],[23,3,23,4],[23,5,23,6],[23,7,23,8],[23,9,23,10],[23,11,23,12]]}
["Value factor of wind energy"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, Hitachi, ISOs",null,null,null,null,null,null,null,"Sources: Berkeley Lab, Hitachi, ISOs",null,null,null,null,null,null,null,"Sources: Berkeley Lab, Hitachi, ISOs"]
[]
["Value factor by region with wind penetration (value factor = market value of wind in proportion to that of a generalized flat-block, i.e., 24x7 average price across all pricing nodes in region)"]
[null,"MISO",null,"CAISO",null,"SPP",null,"NYISO",null,"PJM",null,"ISO-NE",null,"ERCOT"]
[null,"value factor","penetration","value factor","penetration","value factor","penetration","value factor","penetration","value factor","penetration","value factor","penetration","value factor","penetration"]
[2008,0.80133773966134236,1.4841610830650562E-2,null,null,0.85755180458176006,3.6635432591642064E-2,null,null,null,null,null,null,0.46870353743096543,4.8775053757538635E-2]
[2009,0.75059348332960307,2.7144582757970694E-2,null,null,0.76061209884634651,5.103059383059759E-2,null,null,null,null,null,null,0.56490650215794069,6.1021251014030088E-2]
[2010,0.6466890689383985,3.4189193876656317E-2,null,null,0.76662087962273817,4.5394178493914382E-2,null,null,null,null,null,null,0.62424738261611834,7.7448550468361813E-2]
[2011,0.57174387973321039,4.5605060762829677E-2,0.88954068088684646,3.1618352102100497E-2,0.8105117112479614,5.4667323377177092E-2,null,null,null,null,0.85772764803461166,5.9935901460933128E-3,0.51420146407769562,8.4463839780662103E-2]
[2012,0.56560604515089763,6.2146602566523858E-2,0.99079854580061166,3.9680750835268952E-2,0.94890771380002303,7.7626248854406443E-2,0.65983177804025939,1.8599999999999998E-2,0.7754053809562147,1.6899999999999998E-2,0.94062540970381237,9.2985939594640663E-3,0.6386960271007085,9.174225231080424E-2]
[2013,0.60238910890202146,6.8539033685138209E-2,0.8904358985395866,5.3956390011643679E-2,0.71338388201685854,0.11019423426883852,0.65794947492782685,2.1600000000000001E-2,0.74350689708045292,1.8700000000000001E-2,0.95761968830046174,1.3884132134820124E-2,0.79816024203458558,9.8603196473158863E-2]
[2014,0.57953899715360357,5.6750858070523609E-2,0.91049937116236623,5.4854285895126774E-2,0.65162189828589734,0.11964950573242429,0.67385489117568398,2.4799999999999999E-2,0.73178184138736624,1.9400000000000001E-2,0.97689048014765845,1.5323891458484768E-2,0.80365414066938057,0.10626141389337818]
[2015,0.62210918994339648,6.2222166550290448E-2,0.87235465541714152,5.1728705484988431E-2,0.72513364623557697,0.13476785886017098,0.60853683596212338,2.4199999999999999E-2,0.75969378113702479,2.0899999999999998E-2,0.8643820315676698,1.7218011871252735E-2,0.76627505295929665,0.11728964096182155]
[2016,0.67529116631705455,6.9030765027562363E-2,0.97407482283810232,5.8346460835373759E-2,0.6254421836146058,0.1753955115969352,0.53423366322480215,2.430476619838487E-2,0.78580718165816021,2.1067301071539896E-2,0.85562367240940473,2.0354116247077891E-2,0.74490204246830616,0.15104552214131972]
[2017,0.70868811294752609,7.6934712784517176E-2,0.97806592171168771,5.8206020100819246E-2,0.48982322537989825,0.22980084269956411,0.58402667822837151,2.6504431718562923E-2,0.76127773490262451,2.6266978674903921E-2,0.68705307089174816,2.7074867383188383E-2,0.61197981397695145,0.17369872722552712]
[2018,0.74835613254348532,7.3373242214981677E-2,1.0092626052056988,6.9753107463448275E-2,0.61515726613143618,0.23830811558442855,0.64294832927913836,2.4513635815240221E-2,0.79462223201192383,2.6507249628195544E-2,0.74375829652287162,2.7177077058750325E-2,0.61766634421509559,0.1851303609020209]
[2019,0.72085101958767761,8.5031755690358646E-2,1.020044614634311,6.9055442551545165E-2,0.5105466817234654,0.27515558289891862,0.61575502221558009,2.8365422591698618E-2,0.8221079014204552,3.031481243486174E-2,0.73260149820865317,2.9347936942436918E-2,0.56935014998476552,0.19934589183745816]
[2020,0.54152310265918302,0.1097422847045674,0.84603706497602804,6.6247617339671883E-2,0.54321382016667796,0.31263480564490165,0.59008298415544502,2.9443638368959683E-2,0.83446509410942404,3.4005868160254672E-2,0.81579124900943401,3.0391996541923646E-2,0.51872008684581405,0.22733679283581154]
[2021,0.46371637440105401,0.12040138799509099,0.85080999342589403,8.4329112702536305E-2,0.40707038752021202,0.348442520503215,0.582176438757258,2.66557430391164E-2,0.78878594087599296,3.5270789464212603E-2,0.87021452556245704,2.9516533664061199E-2,0.213360341021296,0.241706193473986]
["Notes:"," (1) value factor is average combined wind energy and capacity value in each ISO region relative to that of a flat baseload block located in that same ISO; generalized flat block is 24x7 average price across all pricing nodes in region\n"]
[null," (2) penetration is wind penetration in energy terms pre curtailment"]
[]
["National average market value of wind in 2021 relative to a generalized flat block of power"]
["Wholsale value (2021$/MWh)","Flat block at all power plants","Wind profile at all power plants","Wind profile at wind plants","Wind profile at wind plants adjusted for curtailment"]
["energy value",54.856351544438802,33.081147685896603,23.868300246489301,23.116348124188999]
["capacity value",5.1558303695134997,2.9325942735521702,2.8972803509169802,2.7684135616097301,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Sources: Berkeley Lab, Hitachi, ISOs"]
["total value",60.012181913952297,36.013741959448801,26.765580597406199,25.884761685798701]
[]
[]
["Regional average market value of wind in 2021 relative to a generalized flat block of power ($/MWh)"]
[null,null,"Flat block at all power plants","Wind profile at all power plants","Wind profile at wind plants","Wind profile at wind plants adjusted for curtailment"]
["CAISO","energy value",43.544131143398801,41.481085734974002,40.4969775371395,40.352399025533302]
[null,"capacity value",12.516532633085699,7.3715423764208001,7.3715423764208001,7.3445739535888297]
[null,"total value",56.060663776484603,48.8526281113948,47.868519913560299,47.696972979122101]
["ERCOT","energy value",147.53002271389599,42.311161224277697,32.621857236490698,31.477055957116399]
[null,"capacity value",0,0,0,0]
[null,"total value",147.53002271389599,42.311161224277697,32.621857236490698,31.477055957116399]
["ISONE","energy value",43.716390682734499,42.228813426306701,37.846913162237698,37.271834804402403]
[null,"capacity value",6.7239726027397202,6.7535881458594096,6.7535881458594096,6.6221020012645297]
[null,"total value",50.440363285474199,48.982401572166197,44.600501308097101,43.893936805667003]
["MISO","energy value",34.6829810418009,31.243501879831999,16.618934669875198,16.198556739540201]
[null,"capacity value",0.74682780770388202,0.33137351653611002,0.23607740095704099,0.23082576587450199]
[null,"total value",35.429808849504802,31.5748753963681,16.855012070832299,16.429382505414701]
["NYISO","energy value",35.000547741390498,30.477808718077402,20.4566437680113,20.1222963966386]
[null,"capacity value",3.9761004127373698,3.3110039076021298,2.6224190777811298,2.5689898204261499]
[null,"total value",38.976648154127801,33.788812625679597,23.0790628457924,22.6912862170648]
["PJM","energy value",35.4780909652982,32.8835445651358,29.421638366760298,28.953558787237299]
[null,"capacity value",5.8642429266850797,3.5958575304586802,3.7199923597284799,3.6566929497602101]
[null,"total value",41.342333891983301,36.479402095594502,33.141630726488799,32.610251736997498]
["SPP","energy value",37.569179896623403,23.2510123323488,15.952199097135701,15.0877170283838]
[null,"capacity value",8.8949779109589002,4.1114202500093704,4.1114202500093704,3.8264656961489898]
[null,"total value",46.464157807582303,27.362432582358199,20.063619347145099,18.9141827245328]
[]
[]
["Regional average market value in 2021 relative to a generalized flat block (percentage changes)"]
[]
[null,"Flat block","Flat block","Profile","Congestion","Curtailment","Total change","Wind value"]
["ERCOT ",{"$f":"CONCATENATE(\"$\",ROUND(C57,0),\"/MWh\")","v":"$148/MWh"},1,{"$f":"(D57/C57)-1","v":-0.71320304541448176},{"$f":"(E57-D57)/C57","v":-6.5676828414629906E-2},{"$f":"(F57-E57)/C57","v":-7.7597851495922604E-3},{"$f":"(F57/C57)-1","v":-0.78663965897870392},{"$f":"CONCATENATE(\"$\",ROUND(F57,0),\"/MWh\")","v":"$31/MWh"}]
["SPP ",{"$f":"CONCATENATE(\"$\",ROUND(C72,0),\"/MWh\")","v":"$46/MWh"},1,{"$f":"(D72/C72)-1","v":-0.41110667074454044},{"$f":"(E72-D72)/C72","v":-0.15708480643163697},{"$f":"(F72-E72)/C72","v":-2.4738135303610888E-2},{"$f":"(F72/C72)-1","v":-0.59292961247978826},{"$f":"CONCATENATE(\"$\",ROUND(F72,0),\"/MWh\")","v":"$19/MWh"}]
["MISO ",{"$f":"CONCATENATE(\"$\",ROUND(C63,0),\"/MWh\")","v":"$35/MWh"},1,{"$f":"(D63/C63)-1","v":-0.10880480528447956},{"$f":"(E63-D63)/C63","v":-0.41546550217251704},{"$f":"(F63-E63)/C63","v":-1.2013318141950597E-2},{"$f":"(F63/C63)-1","v":-0.53628362559894727},{"$f":"CONCATENATE(\"$\",ROUND(F63,0),\"/MWh\")","v":"$16/MWh"}]
["NYISO ",{"$f":"CONCATENATE(\"$\",ROUND(C66,0),\"/MWh\")","v":"$39/MWh"},1,{"$f":"(D66/C66)-1","v":-0.13310112013566744},{"$f":"(E66-D66)/C66","v":-0.27477349354251712},{"$f":"(F66-E66)/C66","v":-9.9489475645568835E-3},{"$f":"(F66/C66)-1","v":-0.41782356124274145},{"$f":"CONCATENATE(\"$\",ROUND(F66,0),\"/MWh\")","v":"$23/MWh"}]
["PJM",{"$f":"CONCATENATE(\"$\",ROUND(C69,0),\"/MWh\")","v":"$41/MWh"},1,{"$f":"(D69/C69)-1","v":-0.11762596202464926},{"$f":"(E69-D69)/C69","v":-8.0734952647482983E-2},{"$f":"(F69-E69)/C69","v":-1.2853144451874819E-2},{"$f":"(F69/C69)-1","v":-0.21121405912400715},{"$f":"CONCATENATE(\"$\",ROUND(F69,0),\"/MWh\")","v":"$33/MWh"}]
["CAISO ",{"$f":"CONCATENATE(\"$\",ROUND(C54,0),\"/MWh\")","v":"$56/MWh"},1,{"$f":"(D54/C54)-1","v":-0.12857563895119828},{"$f":"(E54-D54)/C54","v":-1.7554344375196269E-2},{"$f":"(F54-E54)/C54","v":-3.0600232477117923E-3},{"$f":"(F54/C54)-1","v":-0.1491900065741063},{"$f":"CONCATENATE(\"$\",ROUND(F54,0),\"/MWh\")","v":"$48/MWh"}]
["ISO-NE ",{"$f":"CONCATENATE(\"$\",ROUND(C60,0),\"/MWh\")","v":"$50/MWh"},1,{"$f":"(D60/C60)-1","v":-2.8904663216965054E-2},{"$f":"(E60-D60)/C60","v":-8.6872892633011498E-2},{"$f":"(F60-E60)/C60","v":-1.4007918587564455E-2},{"$f":"(F60/C60)-1","v":-0.12978547443754107},{"$f":"CONCATENATE(\"$\",ROUND(F60,0),\"/MWh\")","v":"$44/MWh"}]

{"sheet":"Health and Climate Benefits","index":61,"n_rows":76,"n_cols":12,"rows_kept":76,"cut":false,"hidden":false,"merged":[]}
["Health and climate benefits from wind generation in 2021"]
[]
["Marginal health and climate benefits from wind generation by region in 2021",null,null,null,null,null,null,null,null,"Marginal health, climate, and grid-value benefits from wind generation versus LCOE in 2021"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,"Sources: Berkeley Lab, EIA Form 930, Fell and Johnson (2021)"]
[]
[]
["Note: Estimates not provided for Southeast due to small number of wind plants in that region. "]
["Sources: Berkeley Lab, EIA Form 930, Fell and Johnson (2021)"]
[]
[]
["Marginal emission benefits by region and pollutant for 2021 (in 2021$/MWh)",null,null,null,null,null,null,null,null,"Benefit versus costs (2021$/MWh)"]
["Year"," Pollutant"," Region"," Wind MWh"," $/MWh Benefit",null,null,null,null,"(health and climate benefits reweighted to match regional weights from the LCOE calculation "]
[2021,"CO2","California",19141017,37.185021896828403,null,null,null,null,"-- i.e., by the capacity of newly built plants with LCOE data)"]
[2021,"CO2","Central",93084099,46.592709609078]
[2021,"CO2","Mid-Atlantic",27911598,59.205761404727802,null,null,null,null,null,"Cost","Value"]
[2021,"CO2","Midwest",83646618,66.035173321960102,null,null,null,null,"LCOE",31.6]
[2021,"CO2","New_England",3597264,29.820408993550899,null,null,null,null,"Health",null,38.806993971361877]
[2021,"CO2","New_York",4076512,29.721931854414901,null,null,null,null,"Climate ",null,52.630100464761654]
[2021,"CO2","Northwest",49216891,42.898010421720699,null,null,null,null,"Grid",null,24.007121052157107]
[2021,"CO2","Southwest",5871436,66.5462401390118]
[2021,"CO2","Texas",95824483,36.2823152356478]
[]
[]
["Year"," Pollutant"," Region"," Wind MWh"," low $/MWh"," central $/MWh"," high $/MWh"]
[2021,"SO2","California",19141017,2.9094350894978001,4.6914836201690902,6.47353215084037]
[2021,"SO2","Central",93084099,18.084177990846399,29.592291257748801,41.100404524651097]
[2021,"SO2","Mid-Atlantic",27911598,23.344652391404701,38.200340276844102,53.056028162283503]
[2021,"SO2","Midwest",83646618,30.883537986869701,50.536698523968603,70.189859061067494]
[2021,"SO2","New_England",3597264,-1.15304300688601,-1.8867976476316499,-2.6205522883772998]
[2021,"SO2","New_York",4076512,0.763231660894366,1.24892453600896,1.7346174111235599]
[2021,"SO2","Northwest",49216891,1.22772424504431,2.0000023991850799,2.7722805533258601]
[2021,"SO2","Southwest",5871436,1.21785808254252,1.98393010220637,2.75000212187022]
[2021,"SO2","Texas",95824483,13.908799558701601,22.759853823330001,31.6109080879583]
[]
[]
["Year"," Pollutant"," Region"," Wind MWh"," low $/MWh"," central $/MWh"," high $/MWh"]
[2021,"NOx","California",19141017,2.8523620669478098,5.3055217448106999,7.7586814226735896]
[2021,"NOx","Central",93084099,3.14040287035859,6.6164729054829099,10.092542940607199]
[2021,"NOx","Mid-Atlantic",27911598,2.04785848430507,4.3146057162152198,6.5813529481253603]
[2021,"NOx","Midwest",83646618,3.95685748350741,8.3366502360554193,12.716442988603401]
[2021,"NOx","New_England",3597264,0.26157808301159502,0.55111537288741397,0.84065266276323303]
[2021,"NOx","New_York",4076512,0.69441364537070005,1.4630508439409899,2.2316880425112799]
[2021,"NOx","Northwest",49216891,0.64290733720349003,1.4351373874270801,2.22736743765067]
[2021,"NOx","Southwest",5871436,1.17509744563091,2.6231249520818598,4.0711524585328096]
[2021,"NOx","Texas",95824483,1.3938620716743999,2.9367094006511598,4.4795567296279204]
[]
[]
["Total emission benefits"]
["Year"," Region"," Wind MWh","AQ $/MWh","CO2 $/MWh","Total Bens $/MWh"]
[2021,"California",15794202,{"$f":"F54+F42","v":9.9970053649797901},{"$f":"E30","v":37.185021896828403},{"$f":"D67+E67","v":47.182027261808194}]
[2021,"Central",82358257,{"$f":"F55+F43","v":36.208764163231713},{"$f":"E31","v":46.592709609078},{"$f":"D68+E68","v":82.80147377230972}]
[2021,"Mid-Atlantic",22382067,42.514945993059321,59.205761404727802,101.72070739778712]
[2021,"Midwest",73543713,{"$f":"F57+F45","v":58.873348760024022},{"$f":"E33","v":66.035173321960102},{"$f":"D70+E70","v":124.90852208198413}]
[2021,"New_England",3547754,-1.3356822747442361,{"$f":"E34","v":29.820408993550899},{"$f":"D71+E71","v":28.484726718806662}]
[2021,"New_York",4391524,2.71197537994995,29.721931854414901,{"$f":"D72+E72","v":32.433907234364852}]
[2021,"Northwest",41392012,3.4351397866121598,42.898010421720699,46.33315020833286]
[2021,"Southwest",2977195,4.6070550542882298,66.5462401390118,71.153295193300025]
[2021,"Texas",87106449,25.696563223981162,36.2823152356478,61.978878459628959]
[2021,"National",{"$f":"SUM(C67:C75)","v":333493173},{"$f":"SUMPRODUCT(D67:D75,$C$67:$C$75)/SUM($C$67:$C$75)","v":32.452638292339273},{"$f":"SUMPRODUCT(E67:E75,$C$67:$C$75)/SUM($C$67:$C$75)","v":47.907190718887477},{"$f":"SUMPRODUCT(F67:F75,$C$67:$C$75)/SUM($C$67:$C$75)","v":80.359829011226751}]

{"sheet":"Transmission Build","index":62,"n_rows":37,"n_cols":19,"rows_kept":37,"cut":false,"hidden":false,"merged":[[1,16,1,18]]}
["Miles of transmission projects completed, by year and voltage",null,null,null,null,null,null,null,"2021 in-service and under development transmission lines"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Completed in 2021"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Key","Project Name","State"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,1,"Western Spirit","NM"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2,"Aurora Wind","ND"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3,"Bailey-Jones Creek","TX"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4,"Huntley-Wilmarth","MN "]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,5,"Rochester Area Reliability","NY"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: FERC monthly infrastrcture reports",null,null,null,null,null,null,null,"Source: ACP"]
[]
[null," ≤ 230 kV"," 345 kV"," 500 kV"]
[2009,957.5,659.7,160.1]
[2010,1461.6,948.3,112]
[2011,951.8,516.5,262]
[2012,1074.8,1112.3,187.5]
[2013,543.29999999999995,3631.5,466]
[2014,1202.5,1659.8,70]
[2015,700.3,1230.5,355]
[2016,830.8,965.9,85]
[2017,329.3,363.1,0]
[2018,392.3,819.3,69.400000000000006]
[2019,303.39999999999998,604.5,7.7]
[2020,229.1,652.79999999999995,251.4]
[2021,801,566.6,0]
["proposed in-service by August: high probability of completion",2148.9,412.1,0]

{"sheet":"Wind Capacity Forecasts","index":63,"n_rows":55,"n_cols":8,"rows_kept":55,"cut":false,"hidden":false,"merged":[]}
["Wind power capacity additions: historical installations and projected growth by various independent analysts"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, independent analyst projections"]
[]
[null,"Historical","Projected"]
[null,"Wind","Growth","Analyst","Analyst","Analyst","Analyst","Analyst"]
[null,"Additions","Average","Forecast","Forecast","Forecast","Forecast","Forecast"]
[null,"(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)"]
[1998,0.14232]
[1999,0.89246999999999999]
[2000,7.0955000000000004E-2]
[2001,1.6919999999999999]
[2002,0.40899999999999997]
[2003,1.665]
[2004,0.39600000000000002]
[2005,2.3820000000000001]
[2006,2.4660000000000002]
[2007,5.2530000000000001]
[2008,8.3699999999999992]
[2009,9.9969999999999999]
[2010,5.218]
[2011,6.6040000000000001]
[2012,13.34]
[2013,1.087]
[2014,4.8570000000000002]
[2015,8.5990000000000002]
[2016,8.2329999999999988]
[2017,7.0170000000000003]
[2018,7.5880000000000001]
[2019,9.1319999999999997]
[2020,17.213000000000001]
[2021,13.413]
["2022e",null,{"$f":"AVERAGE(D51:H51)","v":10.843318},9.6155200000000001,13.164069999999999,9.6999999999999993,10.737,11]
["2023e",null,{"$f":"AVERAGE(D52:H52)","v":7.0886871391324586},6.9577356956622927,9.1867000000000001,6.4,4.9539999999999997,7.9450000000000003]
["2024e",null,{"$f":"AVERAGE(D53:H53)","v":9.4518238991460226},8.4472955965840928,11.036,9.8000000000000007,null,8.5239999999999991]
["2025e",null,{"$f":"AVERAGE(D54:H54)","v":12.958762990187264},13.251051960749031,14.666,10.200000000000017,null,13.718]
["2026e",null,{"$f":"AVERAGE(D55:H55)","v":11.467158740435481},10.912634961741926,15.606,7,null,12.35]