Download and Explore Data | Systems Change Lab

Here you can download and explore data from Systems Change Lab. Not all data shown across the platform is available for download. Visit the permissions and licensing page for more information and refer to the original data source to determine licensing for each dataset. Please contact our team at data@systemschangelab.org for assistance with dataset availability, bulk downloads and other data needs.

Download all available data

Explore the data

System/Shift

Data Type

System Sort descending	Shift	Indicator	Last Updated	Type
Transport	Shift to public, shared and non-motorized transport	Number of countries with walking and bicycling plans	June 8, 2023	Enabler and Barrier	Update this item
Transport	Transition to zero-carbon shipping and aviation	Share of sustainable aviation fuels in global aviation fuel supply	November 13, 2023	Outcome	Update this item
Transport	Transition to zero-carbon cars, trucks and buses	Jurisdictions with financial incentives for zero-emission vehicles		Enabler and Barrier
Transport	Transition to zero-carbon cars, trucks and buses	Cost of battery storage	November 28, 2023	Enabler and Barrier
Transport	Shift to public, shared and non-motorized transport	Number of countries investing in non-car modes		Enabler and Barrier
Transport	Transition to zero-carbon shipping and aviation	Investments in research and development for aviation	July 18, 2023	Enabler and Barrier
Transport	Transition to zero-carbon cars, trucks and buses	Number of displaced internal combustion engine workers who re-gained employment		Outcome
Transport	Transition to zero-carbon shipping and aviation	Number of countries with policies supporting the development of advanced biofuels	July 8, 2024	Enabler and Barrier
Transport	Shift to public, shared and non-motorized transport	Rapid transit coverage in cities	February 8, 2024	Outcome	Update this item
Transport	Transition to zero-carbon shipping and aviation	Investments in research and development for shipping	July 18, 2023	Enabler and Barrier
Transport	Transition to zero-carbon cars, trucks and buses	Share of electric vehicles in light-duty vehicle sales	September 27, 2023	Outcome	Update this item
Transport	Transition to zero-carbon shipping and aviation	Number of companies investing in zero-emission fuel storage infrastructure	October 19, 2022	Enabler and Barrier	Update this item
Transport	Guarantee reliable access to safe and modern mobility	Access to green mobility for lower-income and disadvantaged communities		Outcome
Transport	Shift to public, shared and non-motorized transport	Number of jobs in sustainable modes, including passenger transport by bus, train or cableway		Enabler and Barrier
Transport	Transition to zero-carbon shipping and aviation	Cost of sustainable aviation fuels	September 18, 2023	Enabler and Barrier
Transport	Transition to zero-carbon cars, trucks and buses	Share of electric vehicles in the light-duty vehicle fleet	September 27, 2023	Outcome	Update this item
Transport	Transition to zero-carbon shipping and aviation	Number of companies committed to procuring zero-emission ships	October 19, 2022	Enabler and Barrier	Update this item
Transport	Guarantee reliable access to safe and modern mobility	Number of road fatalities	November 28, 2023	Outcome	Update this item
Transport	Shift to public, shared and non-motorized transport	Bus rapid transit ridership	June 23, 2023	Enabler and Barrier	Update this item
Transport	Transition to zero-carbon shipping and aviation	Cost of zero-emission shipping fuels		Enabler and Barrier

Power
--Phase out coal and unabated fossil gas electricity generation
--Rapidly scale up zero-carbon electricity generation
--Modernize power grids, scale energy storage and manage power demand
--Ensure energy access and a just and equitable transition for all
Cities
--Plan urban land use to reduce emissions and increase climate resilience
--Increase access to resilient and affordable urban services and infrastructure
--Improve urban waste management and transition to zero-waste cities
Technological Carbon Removal
--Scale up technological carbon removal
Circular Economy
--Decrease overconsumption
--Use recycled, reused and renewable materials and components
--Minimize environmental and social harms in resource extraction
--Make production more resource efficient
--Use products longer
--Increase the quantity and value of resources recovered at end of use
Finance
--Scale up public investment for climate and nature
--Scale up private investment for climate and nature
--Extend economic and financial inclusion to underserved and marginalized groups
--Price greenhouse gas emissions and other environmental harms
--Ensure that the financial system accounts for climate- and nature-related risks
--Eliminate harmful subsidies and investments
Industry
--Reduce demand for cement, steel and plastics
--Improve industrial energy efficiency
--Electrify industry
--Commercialize new solutions for cement, steel and plastics
--Reduce methane emissions from oil and gas operations as they are phased down
Transport
--Guarantee reliable access to safe and modern mobility
--Reduce avoidable vehicle and air travel
--Shift to public, shared and non-motorized transport
--Transition to zero-carbon cars, trucks and buses
--Transition to zero-carbon shipping and aviation
Buildings
--Optimize building energy consumption
--Decarbonize building energy use
--Construct zero-carbon buildings

Explore the data

Subscribe for updates