This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.

This dataset contains the full responses of publicly disclosing cities in 2021. The platform is still open and the dataset is updated daily to reflect new submissions.

To view the cities 2021 questionnaire guidance, including all questions asked to cities in 2021, visit https://www.cdp.net/en/guidance/guidance-for-cities.

For any questions, including guidance on how to reference this data in your own work, please contact cities@cdp.net.

Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.

When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.

Scope 1 and 2 emissions from 482 of the largest 500 companies in the world by market capitalization. Also contains CDP response status. The dataset includes information on a company's sector, country and response status as well as the ticker symbol and ISIN number. For disclosing companies, information includes CDP Disclosure and Performance scores.

To access more complete and recent data, please visit http://purchase.cdp.net

This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.

This dataset contains the full responses of publicly disclosing cities in 2020. View cities questionnaire guidance https://www.cdp.net/en/guidance/guidance-for-cities. Please contact cities@cdp.net if you have any questions.

Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and 5 American regional councils, which are: Chicago Metropolitan Mayors Caucus; Denver Regional Council of Governments; Metropolitan Council, Twin Cities; Metropolitan Washington Council of Governments; and Mid-America Regional Council.

This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.

This dataset contains the full responses of publicly disclosing cities in 2020. View cities questionnaire guidance https://www.cdp.net/en/guidance/guidance-for-cities. Please contact cities@cdp.net if you have any questions.

Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and 5 American regional councils, which are: Chicago Metropolitan Mayors Caucus; Denver Regional Council of Governments; Metropolitan Council, Twin Cities; Metropolitan Washington Council of Governments; and Mid-America Regional Council.

Scope 1 and 2 emissions from 398 of the largest 500 companies in the world by market capitalization. Also contains CDP response status. The dataset includes information on a company's sector, country and response status as well as the ticker symbol and ISIN number. For disclosing companies, information includes CDP Disclosure and Performance scores.

To access more complete and recent data, please visit http://purchase.cdp.net

Scope 1 and 2 emissions from 482 of the largest 500 companies in the world by market capitalization. Also contains CDP response status. The dataset includes information on a company's sector, country and response status as well as the ticker symbol and ISIN number. For disclosing companies, information includes CDP Disclosure and Performance scores.

To access more complete and recent data, please visit http://purchase.cdp.net

Scope 1 and 2 emissions from 482 of the largest 500 companies in the world by market capitalization. Also contains CDP response status. The dataset includes information on a company's sector, country and response status as well as the ticker symbol and ISIN number. For disclosing companies, information includes CDP Disclosure and Performance scores.

To access more complete and recent data, please visit http://purchase.cdp.net

Scope 1 and 2 emissions from 482 of the largest 500 companies in the world by market capitalization. Also contains CDP response status. The dataset includes information on a company's sector, country and response status as well as the ticker symbol and ISIN number. For disclosing companies, information includes CDP Disclosure and Performance scores.

To access more complete and recent data, please visit http://purchase.cdp.net

CDP has created a 'clean & complete dataset' for the 2015 Carbon Action sample of companies - a group of the highest emitting public companies from the most energy-intensive industries. The full dataset covers Scope 1 and Scope 2 emissions from 2009-2014 and 10 Categories of Scope 3 emissions for the most recent accounting year (excluded from this public dataset). Production involved applying methods for the quality assessment of self-reported data and integration of CSR report data, as well as the development and application of models to estimate emissions for companies that do not report them.

This public dataset represents a subset of industries, companies and years of the full version. All users can interact with estimates and model details. The full dataset is freely available to CDP's investor signatories or can be purchased by others.

The full Methodology and a selection of models can be accessed from https://www.cdp.net/en-US/Programmes/Pages/ghg-emissions-dataset.aspx

Annual city-wide emissions for more than 50 global cities. Includes information about how cities measured emissions (primary protocol), as well as why emissions rose/fell since prior reporting period.