Important message for WDS users

The IEA has discontinued providing data in the Beyond 2020 format (IVT files and through WDS). Data is now available through the .Stat Data Explorer, which also allows users to export data in Excel and CSV formats.

Data and statistics

Change in total CO2 emissions from combustion by driver in the European Union, 2022-2023

Open

Mt CO2

Created with Highcharts 9.3.32022GDPTemperaturesHydroelectricityrecoveryNuclear partialrecoveryRenewableelectricitydeploymentLoweremissions inindustryOther20232250230023502400245025002550

Change in CO2 emissions by driver in China, 2022-2023

Open

Mt CO2

Created with Highcharts 9.3.32022Hydro shortfallTemperaturesRoad transportAviationActivity increase202312 00012 10012 20012 30012 40012 50012 60012 70012 800Weather impactPost Covid-19 reopening

Impact of weak monsoons on electricity generation emissions in India, 2023

Open

Mt CO2

Created with Highcharts 9.3.32022Hydro generation shortfallMonsoon demand impactOther2023120012251250127513001325

Biofuel consumption in the acclerated case in India, 2015 to 2028

Open

billion litres per year

Created with Highcharts 9.3.3EthanolBiodieselBiojet fuel20152016201720182019202020212022202320242025202620272028024681012Forecast
  • Ethanol
  • Biodiesel
  • Biojet fuel

Global biofuel demand, main case, accelerated case and in the Net Zero Scenario, 2010-2030

Open

billion litres per year

Created with Highcharts 9.3.320102012201420162018202020222024202620282030050100150200250300350400450
  • Historical
  • Main case
  • Accelerated case
  • Net zero scenario

Inflation in selected regions, January 2015 to October 2023

Open

%

Created with Highcharts 9.3.3Jan-15Mar-15May-15Jul-15Sep-15Nov-15Jan-16Mar-16May-16Jul-16Sep-16Nov-16Jan-17Mar-17May-17Jul-17Sep-17Nov-17Jan-18Mar-18May-18Jul-18Sep-18Nov-18Jan-19Mar-19May-19Jul-19Sep-19Nov-19Jan-20Mar-20May-20Jul-20Sep-20Nov-20Jan-21Mar-21May-21Jul-21Sep-21Nov-21Jan-22Mar-22May-22Jul-22Sep-22Nov-22Jan-23Mar-23May-23Jul-23Sep-23-202468101214
  • China
  • Europe
  • United Kingdom
  • United States

Capacity of renewable energy projects in different development stages in connection queues vs actual capacity additions, 2022

Open

GW

Created with Highcharts 9.3.3Solar PVWindBioenergyHydro025050075010001250150017502000
  • Late stage
  • Under review
  • Early stage
  • Capacity additions

Changes in global energy employment by sector and scenario, 2022-2030

Open

million workers

Created with Highcharts 9.3.3ICE vehiclesEVs and batteriesEnd-use efficiencyGrids and storageLow-emissions powerUnabated fossil fuel powerCritical mineralsLow-emissions fuelsCoal supplyOil and gas supply-8-7-6-5-4-3-2-10123456789101112
  • STEPS
  • NZE

Global public spending on energy R&D, 2010-2022

Open
Created with Highcharts 9.3.3billion USD (MER, 2022)2010201120122013201420152016201720182019202020212022081624324048560%15%30%45%60%75%90%105%
  • Global public spending on energy R&D
  • Share in clean energy

Corporate spending on energy R&D, 2010-2022

Open
Created with Highcharts 9.3.3billion USD (MER, 2022)20102011201220132014201520162017201820192020202120220204060801001201400%15%30%45%60%75%90%105%
  • Corporate spending on energy R&D
  • Share in clean energy

Venture capital investment in clean energy start-ups, 2010-2022

Open

billion USD (MER, 2022)

Created with Highcharts 9.3.3201020112012201320142015201620172018201920202021202201020304050

Comparison of CO2 emissions reductions in 2050 relative to base year by technology maturity in the 2021 and 2023 NZE Scenarios

Open

%

Created with Highcharts 9.3.3NZE-2021NZE-202305101520253035404550556065707580859095100
  • Behaviour
  • Mature
  • Market uptake
  • Demonstration
  • Prototype