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	Shift	Indicator Sort descending	Last Updated	Type
Finance	Scale up private investment for climate and nature	Assets under management engaging corporations on climate change by participating in the Climate Action 100+ investor coalition	January 23, 2025	Enabler and Barrier	Assets under management engaging corporations on climate change by participating in the Climate Action 100+ investor coalition Update this item
Finance	Extend economic and financial inclusion to underserved and…	ATM availability	March 18, 2025	Enabler and Barrier	ATM availability Update this item
Industry	Reduce demand for cement, steel and plastics	Automotive and construction companies committing to a scope 3 GHG emission target or a material efficiency target	January 23, 2025	Enabler and Barrier	Automotive and construction companies committing to a scope 3 GHG emission target or a material efficiency target Update this item
Industry	Commercialize new solutions for cement, steel and plastics	Automotive companies setting Science Based Targets including scope 3 emissions	January 23, 2025	Enabler and Barrier	Automotive companies setting Science Based Targets including scope 3 emissions Update this item
Finance	Extend economic and financial inclusion to underserved and…	Availability of registered mobile money agents	January 23, 2025	Enabler and Barrier	Availability of registered mobile money agents Update this item
Circular Economy	Use products longer	Average age of automobiles in use	April 25, 2025	Outcome	Average age of automobiles in use Update this item
Transport	Transition to zero-carbon cars, trucks and buses	Average cost of a new light-duty electric vehicle	October 29, 2024	Enabler and Barrier	Average cost of a new light-duty electric vehicle Update this item
Transport	Transition to zero-carbon cars, trucks and buses	Average cost of a new medium- and heavy-duty electric vehicle		Enabler and Barrier	Average cost of a new medium- and heavy-duty electric vehicle
Power	Ensure energy access and a just and equitable transition…	Average electricity outage duration	January 23, 2025	Outcome	Average electricity outage duration Update this item
Power	Ensure energy access and a just and equitable transition…	Average frequency of electricity outage	January 23, 2025	Outcome	Average frequency of electricity outage Update this item
Cities	Plan urban land use to reduce emissions and increase…	Average heat island intensity of urban built-up land	June 26, 2024	Outcome	Average heat island intensity of urban built-up land Update this item
Cities	Plan urban land use to reduce emissions and increase…	Average height of urban buildings		Outcome	Average height of urban buildings
Buildings	Construct zero-carbon buildings	Average lifetime of buildings		Outcome	Average lifetime of buildings
Circular Economy	Use products longer	Average lifetime of houses	March 11, 2024	Outcome	Average lifetime of houses Update this item
Circular Economy	Minimize environmental and social harms in resource…	Average score of mining companies on environmental and social metrics	January 8, 2024	Enabler and Barrier	Average score of mining companies on environmental and social metrics Update this item
Industry	Commercialize new solutions for cement, steel and plastics	Average size of electrolyzer plants	January 23, 2025	Enabler and Barrier	Average size of electrolyzer plants Update this item
Power	Phase out coal and unabated fossil gas electricity…	Banks reducing lending for fossil fuel projects	January 23, 2025	Enabler and Barrier	Banks reducing lending for fossil fuel projects Update this item
Transport	Transition to zero-carbon cars, trucks and buses	Battery electric, plug-in hybrid and fuel cell electric vehicles in bus sales	October 22, 2025	Outcome	Battery electric, plug-in hybrid and fuel cell electric vehicles in bus sales Update this item
Transport	Transition to zero-carbon cars, trucks and buses	Battery electric, plug-in hybrid and fuel cell electric vehicles in light-duty vehicle sales	October 22, 2025	Outcome	Battery electric, plug-in hybrid and fuel cell electric vehicles in light-duty vehicle sales Update this item
Transport	Transition to zero-carbon cars, trucks and buses	Battery electric, plug-in hybrid and fuel cell electric vehicles in medium- and heavy-duty commercial vehicle sales	October 22, 2025	Outcome	Battery electric, plug-in hybrid and fuel cell electric vehicles in medium- and heavy-duty commercial vehicle sales Update this item

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
Freshwater
--Restore freshwater ecosystems
--Sharply reduce water pollution and improve water quality
--Halt the overexploitation of wild, freshwater species and ensure sustainable use
--Ensure equitable access to safe and affordable drinking water, sanitation and hygiene for all
--Minimize disruptions to the timing and quantity of the water cycle
--Effectively halt conversion and degradation across freshwater ecosystems
Food and Agriculture
--Increase agricultural productivity sustainably, resiliently and without expanding into high-carbon, biodiverse ecosystems
--Reduce food loss and waste
--Ensure access to and adoption of healthier, more sustainable diets for all
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
--Ensure that the financial system accounts for climate- and nature-related risks
--Scale down investment harmful to climate and nature
Governance
--Enable a safe and secure environment for workers, civil society and communities
--Ensure transparency and access to information
--Guarantee access to justice
--Promote government accountability and anti-corruption measures
--Ensure inclusive citizen participation in policymaking and political processes
--Strengthen government capacity to implement commitments fairly and effectively
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
Economics
--Integrate new prosperity metrics into economic planning and policymaking
--Embed climate, nature and equity into economic analysis
--Transform economic policies to accelerate action for climate, nature and equity
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