Go back to the interactive dataset
2021 Full Cities Dataset
| Row number | Questionnaire | Year Reported to CDP | Account Number | Organization | Country | CDP Region | Parent Section | Section | Question Number | Question Name | Column Number | Column Name | Row Number | Row Name | Response Answer | Comments | File Name | Last update |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 159501 | Cities 2021 | 2021 | 859195 | Nanjo City | Japan | East Asia | 5. Emissions Reduction | Mitigation Planning | 5.5b | Please explain why you do not have a city climate change mitigation plan and any future plans to create one. | 1 | Reason | 1 | Please explain | Lack of budget/resources | 01/20/2022 02:27:05 | ||
| 159502 | Cities 2021 | 2021 | 14088 | Oslo kommune | Norway | Europe | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 8 | Who owns the data? | 2 | PM2.5 (Maximum 24-hour average) | Oslo municipality and The Norwegian Public Roads Administration : | 01/20/2022 02:27:05 | |||
| 159503 | Cities 2021 | 2021 | 10894 | City of Los Angeles, CA | United States of America | North America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 1 | Tonnes served and/or sold | 7 | Meat (Beef, Pork, Chicken) protein sources | 01/20/2022 02:27:05 | ||||
| 159504 | Cities 2021 | 2021 | 859105 | Tainai City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 22 | AFOLU > Livestock | Question not applicable | 01/20/2022 02:27:05 | ||
| 159505 | Cities 2021 | 2021 | 35873 | Municipality of Medellín | Colombia | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 23 | Attach reference document | 8 | Metro80 - Cobeneficios - Reporte.pdf, Sol_Aval_Fis_TrenLigero.pdf | 01/20/2022 02:27:05 | |||
| 159506 | Cities 2021 | 2021 | 44077 | Kampala City | Uganda | Africa | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 6 | Identified financing model description | 2 | 01/20/2022 02:27:05 | ||||
| 159507 | Cities 2021 | 2021 | 859066 | Ashoro-Town | Japan | East Asia | 0. Introduction | City Details | 0.5 | Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible. | 1 | Current population | 1 | Please complete | 6586 | 01/20/2022 02:27:05 | ||
| 159508 | Cities 2021 | 2021 | 49339 | City and County of Honolulu, HI | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 10 | Majority funding source | 28 | 01/20/2022 02:27:05 | ||||
| 159509 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | United Kingdom of Great Britain and Northern Ireland | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 1 | Biological hazards > Air-borne disease | 01/20/2022 02:27:05 | |||
| 159510 | Cities 2021 | 2021 | 826243 | Alcaldia de Cartago | Colombia | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.8 | Please indicate if your local government operations emissions have increased, decreased, or stayed the same since your last emissions inventory, and please describe why. | 1 | Change in emissions | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 159511 | Cities 2021 | 2021 | 51079 | Guatemala City | Guatemala | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 2 | Project title | 1 | 01/20/2022 02:27:05 | ||||
| 159512 | Cities 2021 | 2021 | 15515 | Reading Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 3 | Comment | 1 | Energy Poverty | Question not applicable | 01/20/2022 02:27:05 | |||
| 159513 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 5 | Areas covered by action plan | 1 | Water | 01/20/2022 02:27:05 | |||
| 159514 | Cities 2021 | 2021 | 845132 | Prefeitura de Goiás (Goiás Velho) | Brazil | Latin America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 1 | Collaborative initiative | 01/20/2022 02:27:05 | |||
| 159515 | Cities 2021 | 2021 | 35877 | City of Pittsburgh, PA | United States of America | North America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 7 | Customer-drive carshares (e.g. Car2Go, Drivenow) fleet size | 2 | Electric | Data for the Municipal City of Pittsburgh owned fleet is from 2018 internal Equipment Leasing Authority report out. The ELA is the City's central player in Fleet acquisition, maintenance, repair, and replacement. The City does not operate the public transportation system. Public Transportation is managed by the Port Authority, a separate County-based government agency.Total vehicles excluding buses are reported from DOT's data for Allegheny County which Pittsburgh is included in along with 129 other municipalities. Pittsburgh makes up 8% of the county in terms of land area and 25% of the county, in terms of population. | 01/20/2022 02:27:05 | |||
| 159516 | Cities 2021 | 2021 | 36492 | Comune di Parma | Italy | Europe | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 3 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 159517 | Cities 2021 | 2021 | 68378 | Municipalidad de Santiago de Surco | Peru | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 3 | Stationary energy > Institutional buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 159518 | Cities 2021 | 2021 | 859114 | Saku City | Japan | East Asia | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 11 | Co-benefit area | 12 | 01/20/2022 02:27:05 | ||||
| 159519 | Cities 2021 | 2021 | 859126 | Iwata City | Japan | East Asia | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 5 | Number of taxis | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 159520 | Cities 2021 | 2021 | 58483 | City of Surrey, BC | Canada | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6d | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by IPCC sector in the table below. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 159521 | Cities 2021 | 2021 | 73752 | Bontang City | Indonesia | Southeast Asia and Oceania | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 3 | Year data applies to | 2 | Solar thermal | 01/20/2022 02:27:05 | ||||
| 159522 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 2 | Biological hazards > Air-borne disease | 01/20/2022 02:27:05 | |||
| 159523 | Cities 2021 | 2021 | 842160 | Balikesir Metropolitan Municipality | Turkey | Europe | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 1 | Applicable sub-sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 159524 | Cities 2021 | 2021 | 44185 | Suwon City | Republic of Korea | East Asia | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 6 | Frequency of measurements (e.g. hourly, daily) | 5 | NO2 (1 year (annual) mean) | hourly | 01/20/2022 02:27:05 | |||
| 159525 | Cities 2021 | 2021 | 862768 | Vallentuna kommun | Sweden | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 17 | Total cost provided by the majority funding source (currency) | 6 | 01/20/2022 02:27:05 | ||||
| 159526 | Cities 2021 | 2021 | 54119 | City of Palo Alto, CA | United States of America | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 11 | Co-benefit area | 2 | Improved resource efficiency (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 159527 | Cities 2021 | 2021 | 59563 | City of Takoma Park, MD | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2021? | 6 | Yes | 01/20/2022 02:27:05 | |||
| 159528 | Cities 2021 | 2021 | 55164 | City of Toyota | Japan | East Asia | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 19 | Name of the stakeholder group | 26 | Question not applicable | 01/20/2022 02:27:05 | |||
| 159529 | Cities 2021 | 2021 | 60003 | Baguio City | Philippines | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 21 | Total IPPU | Question not applicable | 01/20/2022 02:27:05 | ||
| 159530 | Cities 2021 | 2021 | 74539 | City of Oberlin, OH | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)? | 1 | Funding received/secured for low carbon projects or climate adaptation | 1 | Funding received/secured | Question not applicable | 01/20/2022 02:27:05 | ||
| 159531 | Cities 2021 | 2021 | 831952 | Municipalidad de Portoviejo | Ecuador | Latin America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 9 | Publicly available? | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 159532 | Cities 2021 | 2021 | 73295 | City of La Crosse, WI | United States of America | North America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 6 | Frequency of measurements (e.g. hourly, daily) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 159533 | Cities 2021 | 2021 | 54390 | Hsinchu County Government | Taiwan, Greater China | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 10 | Calculated total Scope 1 + Scope 2 emissions | 1 | City-wide emissions | 01/20/2022 02:27:05 | |||
| 159534 | Cities 2021 | 2021 | 16581 | City of Seattle, WA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 8 | Larger – covers the whole city and adjoining areas | 01/20/2022 02:27:05 | |||
| 159535 | Cities 2021 | 2021 | 834232 | Municipality of Caldas | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 2 | Please describe the selected development, challenge, barrier or opportunity | 1 | No hay claridad sobre los programas GCC | 01/20/2022 02:27:05 | |||
| 159536 | Cities 2021 | 2021 | 74401 | City of Encinitas, CA | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.3 | Does your city-wide emissions reduction target(s) account for the use of transferable emissions units? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 159537 | Cities 2021 | 2021 | 54388 | Iskandar Regional Development Authority | Malaysia | Southeast Asia and Oceania | 10. Transport | 10.8 | Does your city collect air quality data? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 159538 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | Brazil | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 11 | Total cost of the project (currency) | 19 | 01/20/2022 02:27:05 | ||||
| 159539 | Cities 2021 | 2021 | 54608 | Alcaldia de Montería | Colombia | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1a | Have you identified the most vulnerable geographic areas in your city? | 1 | Response | 1 | Vulnerable geographic areas | Question not applicable | 01/20/2022 02:27:05 | ||
| 159540 | Cities 2021 | 2021 | 53254 | City of Hobart | Australia | Southeast Asia and Oceania | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 8 | Emission factor unit (denominator) | 7 | Question not applicable | 01/20/2022 02:27:05 | |||
| 159541 | Cities 2021 | 2021 | 49389 | Kyoto | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 10 | Waste: waste generated outside the city boundary – Scope 1 (III.X.3) | Question not applicable | 01/20/2022 02:27:05 | ||
| 159542 | Cities 2021 | 2021 | 35871 | City of Monterrey | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 1 | Type | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 159543 | Cities 2021 | 2021 | 862760 | City of Oxford, OH | United States of America | North America | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 7 | File name and attach your inventory | 0 | 01/20/2022 02:27:05 | ||||
| 159544 | Cities 2021 | 2021 | 859162 | Fukuyama City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 1 | Emissions (metric tonnes CO2e) | 15 | TOTAL Scope 3 emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 159545 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | Brazil | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.3 | Please give the name of the primary protocol, standard, or methodology used to calculate your local government operations emissions inventory and attach your inventory using the attachment function. | 2 | Comment | 1 | Emissions methodology | Trata-se de uma iniciativa do IPPUC - Instituto de Pesquisa e Planejamento Urbano de Curitiba, e abrange apenas o escopo das suas atividades. Não pode ser entendido como um inventário de emissões do governo municipal.Em 2013, o Instituto de Pesquisa e Planejamento Urbano de Curitiba - IPPUC iniciou um projeto chamado "Nossa Pegada de Carbono", com o objetivo de monitorar suas emissões e subsidiar melhorias no Plano de Ação para Redução de Emissões de GEE, bem como como desenvolver projetos específicos que atendam melhor às necessidades do instituto. Também se busca sensibilizar os funcionários para uma atitude mais sustentável dentro e fora da IPPUC. Foram feitos inventários de 2012 a 2015 | 01/20/2022 02:27:05 | ||
| 159546 | Cities 2021 | 2021 | 54345 | City Government of Davao | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 7 | Financial mechanism | 01/20/2022 02:27:05 | |||
| 159547 | Cities 2021 | 2021 | 73724 | Arteaga | Argentina | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 11 | 1176.03 | 01/20/2022 02:27:05 | |||
| 159548 | Cities 2021 | 2021 | 831431 | Cornwall Council | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 4 | Average concentration for third most recent year available (ug/m3) | 5 | NO2 (1 year (annual) mean) | 01/20/2022 02:27:05 | ||||
| 159549 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 5 | Means of implementation | 63 | Policy and regulation | 01/20/2022 02:27:05 | |||
| 159550 | Cities 2021 | 2021 | 54109 | City of Bloomington, IN | United States of America | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 8 | Energy savings (MWh) | 34 | 01/20/2022 02:27:05 |
About
This information is now on Primer
All the information that is in this pane, and more, is now on Primer, in a more consumable and user friendly format. You can also edit metadata from this page.
Take me there!
Description
PLEASE READ THE FOLLOWING INFORMATION
This dataset contains all public responses to the CDP-ICLEI 2021 Cities questionnaire. All data included in the dataset is self reported by cities. The reporting platform remains open and the dataset is updated daily to reflect new submissions.
Please note that this dataset exceeds the capacity for Excel. To export the data to Excel, the dataset has been separated into three files. Please follow the links below to access these:
2021 cities dataset covering emissions and mitigation:
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
2021 cities dataset covering vulnerability and adaptation:
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
2021 cities dataset covering sectors (buildings, energy, transport, waste, urban planning, food, water):
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
Access more information on cities reporting, including questionnaire guidance, at https://www.cdp.net/en/guidance/guidance-for-cities.
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’.
For any questions or further 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.
Activity
- Community Rating
-
Current value: 0 out of 5
- Raters
- 0
- Visits
- 5498
- Downloads
- 251
- Comments
- 0
- Contributors
- 0
Meta
- Category
- Governance
- Permissions
- Public
- Tags
- 2021, cities
- Row Label
- SODA2 Only
- Yes
Licensing and Attribution
- Data Provided By
- (none)
- Source Link
- (none)
License Type
- License Type
- CDP Open Database License
