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 Indicator Last Updated Type Sort descending
Industry Commercialize new solutions for cement, steel and plastics
Share of alternative fuels for thermal energy in cement production
June 12, 2023 Enabler and Barrier Download icon
Technological Carbon Removal Scale up technological carbon removal
Total corporate spending on carbon removal credits
September 18, 2023 Enabler and Barrier Download icon
Industry Commercialize new solutions for cement, steel and plastics
Number of jobs in research, development and innovation for low-carbon cement
Enabler and Barrier Cancel icon
Circular Economy Minimize environmental and social harms in resource…
Number of countries regulating deforestation-free products
July 24, 2023 Enabler and Barrier Download icon
Industry Commercialize new solutions for cement, steel and plastics
Cost of producing hydrogen
December 6, 2023 Enabler and Barrier Download icon
Power Modernize power grids, scale energy storage and manage…
Annual global investment in power grid resilience
Enabler and Barrier Cancel icon
Transport Reduce avoidable vehicle and air travel
Passenger rail activity by country
Enabler and Barrier Cancel icon
Transport Transition to zero-carbon shipping and aviation
Global research and development spending on zero-emission aviation
Enabler and Barrier Cancel icon
Finance Scale up private investment for climate and nature
Number of corporations that have joined the UNFCCC's Race to Zero and are committed to reaching net-zero
January 18, 2024 Enabler and Barrier Download icon
Finance Price greenhouse gas emissions and other environmental harms
Amount of revenue recycling from direct carbon pricing schemes recycled for environmental and equity goals, including ameliorating impacted communities and mitigating climate change
January 17, 2024 Enabler and Barrier Download icon
Finance Ensure that the financial system accounts for climate- and…
Number of corporations, governments and civil society organizations supporting TNFD
January 17, 2024 Enabler and Barrier Download icon
Circular Economy Make production more resource efficient
Number of industrial initiatives with symbiosis
April 7, 2023 Enabler and Barrier Download icon
Industry Electrify industry
Number of demonstrations, pilots and patents for commercializing technology to electrify high-temperature heat in industry
Enabler and Barrier Cancel icon
Power Rapidly scale up zero-carbon electricity generation
Number of jobs in renewable energy industry
November 8, 2023 Enabler and Barrier Download icon
Transport Shift to public, shared and non-motorized transport
Total investment in rapid transit systems
Enabler and Barrier Cancel icon
Transport Transition to zero-carbon shipping and aviation
Cost of zero-emission shipping fuels
Enabler and Barrier Cancel icon
Finance Scale up public investment for climate and nature
Public support for increased public investments in the green economy
April 29, 2022 Enabler and Barrier Download icon
Finance Extend economic and financial inclusion to underserved and…
Number of registered mobile money agent outlets per 1,000 square kilometers
December 19, 2023 Enabler and Barrier Download icon
Finance Eliminate harmful subsidies and investments
Number of financial institutions stopping new fossil fuel investment, as measured by institutional investor commitments to divest from fossil fuels
January 19, 2024 Enabler and Barrier Download icon
Industry Commercialize new solutions for cement, steel and plastics
Percent of global cement production under a supporting policy for green cement production
Enabler and Barrier Cancel icon