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AES offers its members the opportunity to access internal and external datasets to use for quantitative research. 
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Internal datasets
​​Global Sustainability Thought Leaders »

Energy Incubators and Accelerators »

Energy Ecosystem - Chicago »

Energy Ecosystem - Denmark »

Energy Ecosystem - Silicon Valley »

Top US Energy Universities »

External datasets   Indexed by topic
CCS
Sleipner Carbon Capture dataset »  ​


FINANCE
Clean Energy & Climate Solutions Federal Funding Database »  


​MANUFACTURING
Industrial/Manufacturing Energy Efficiency »

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OTHER

​California Energy Almanac »
Geospatial Data Science Resources (NREL) »


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STORAGE
Battery Archive »


UTILITY/GRID
Independent System Operators Price Comparisons »


OIL AND GAS
Methane Tracker »
National Oil Company Database »
Natural Gas Statistics »

Oil and Gas Industry Research Guide »
Oil and Gas Wells in the US »
Permian Methane Analysis Project (PermianMap) »


​TECH-2-MARKET
Cleantech Innovation Hubs Survey, courtesy of Saoradh Enterprise Partners »
Inventor and Entrepreneur IP Resources »  


WIND
Offshore Wind, Outer Continental Shelf geodatabase »


WORKFORCE
Natural Resources and Mining Labor Statistics »
If you have questions, or if you have datasets that you would like to share with the Society, contact us »
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500 Global Sustainability Thought Leaders
The Sustainability Experts that Experts Follow
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For nearly two years, we asked thousands of sustainability leaders all over the world what thought leaders they admire or follow. Then we compiled the results into a single dataset, narrowing the total to the 500 most admired. (500 Global Sustainability Thought Leaders, 2021)

Request dataset »​
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Silicon Valley Energy Ecosystem
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A survey of all 1,465 energy-related enterprises in Silicon Valley, including the top 253 "Influencers".  (Silicon Valley Energy Ecosystem, 2021)

​Request dataset »​
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Chicago Energy Ecosystem
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A survey of all energy-related enterprises in Chicago.

​Request dataset »​
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Denmark Energy Ecosystem
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A survey of all energy-related enterprises in Denmark.

​Request dataset »​
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Energy Incubators and Accelerators »

A dataset of all incubators and accelerators in the United States with energy- and climate-tech in their portfolios, evaluated by energy subsector and includes an analysis of general trends. (Empowering Impact, 2021)

​Request dataset »
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Top U.S. Energy Universities 2020

A census of the 187 U.S. research university and college Energy Initiatives. (Top Energy Universities, 2020)

​​Request dataset »​
Permian Methane Analysis Project (PermianMAP)

A new initiative that combines established data collection methods with state-of-the-art technologies to pinpoint, measure and report on oil and gas methane emissions in the Permian Basin.

​Explore dataset »
Industrial/manufacturing energy efficiency datasets (as collected by the US Department of Energy EERE Advanced Manufacturing Office for all US Industrial Assessment Centers).

​The Industrial Assessment Centers' "energy efficiency' datasets consist of all IAC assessments for all manufacturing sectors. More specifically, the IAC database contains: 19,780 assessments and 148,545 recommendations


Download IAC data (zip/xls) 
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or for more information, contact us »
Sleipner Carbon Capture dataset

The Northern Lights is the oldest and longest running carbon capture dataset in existence (wells 31/5-7 Eos drilled in the North Sea); the set consists of data acquired through coring, logging, sampling and a production tests from the 1970s to the present.

Download available data (login required) 
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Independent System Operators Price Comparison
 

This data offers analysis and status of market operations related to all aspects of real-time and day-ahead energy and ancillary services markets and reliability coordination for the region. 
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California Independent System Operators (CAISO) » 
Electric Reliability Council of Texas (ERCOT) »
Independent System Operators New England (ISO-NE) »
Midcontinent Independent System Operators (MISO) » 
New York Independent System Operators (NYISO) »
Battery Archive

A repository for easy visualization, analysis, and comparison of battery data across institutions. This work is supported by the U.S. Department of Energy Office of Electricity Energy Storage Program through the Sandia National Laboratories Grid Energy Storage Department.

Access data » 
2021 Cleantech Innovation Hubs Survey,
courtesy of Saoradh Enterprise Partners (SEP)


This survey provides insights into regional commercialization gaps and overlooked opportunities in cleantech. Based on key datasets for research funding and results, technology development, venture formation, and other metrics, SEP has developed the first and only comprehensive ranking of regional cleantech innovation in the United States. The Hubs Survey is a practical approach to guide investment decisions and better orient clients, the venture community, research institutions, entrepreneurs, media, policymakers, and other stakeholders of the hubs and cleantech in general. 

Access data » 
California Energy Almanac

The California Energy Commission serves as California’s central repository for the collection and storage of data on all forms of energy supply, demand, efficiency and conservation, transportation, and related subjects. The Energy Almanac provides current and historical energy-related data. 

Access data » 
Methane Tracker Data Explorer

This data tool presents the IEA’s country-by-country estimates of energy-related methane emissions. It compares these with estimates from other publicly available sources and with estimates from other human activities, and provides a snapshot of the policy tools in place to tackle methane emissions within each country and assessments of what greater policy action could achieve.

Access data » 
Oil and Natural Gas Wells

This feature class/shapefile represents Oil and Natural Gas Wells, with a geographic coverage including the United States as well as Oil and Natural Gas wells in the Canadian provinces of British Columbia and Manitoba that are within 100 miles of the country's border with the United States. 

Data source: Oak Ridge National Laboratory Data and details are hosted by the Homeland Infrastructure Foundation-Level HIFLD as received from the data provider. 

Access data » 
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Additional US Well Data Resource Links » 
Oil and Gas Industry Research Guide

Hosted by the Library of Congress, this resource provides statistical data for the oil and gas industry in the United States from the federal and state government, business associations, and private analysts. The International Energy Agency (IEA) and the United Nations Statistics Division (UNSD) provide international data.

Access guide » 
Natural Gas Statistics

Find statistics on prices, exploration & reserves, production, imports, exports, storage and consumption. Produced by the US Energy Information Administration and updated regularly.

Access guide » 

EIA also provides interactive mapping layers related to Natural Gas »  
Geospatial Data Science Resources

The National Renewable Energy Laboratory (NREL) provides geospatial data science tools to help users apply NREL's geographic information system expertise to their own renewable energy projects. Areas of focus include biomass, geothermal, hydrogen, water, solar and wind.

Access tools » 
Offshore Wind on the Outer Continental Shelf Geodatabase

The Bureau of Ocean Energy Management (BOEM) develops, maintains and uses GIS data for a wide range of activities related to planning, assessment and environmental review of renewable energy projects on the Outer Continental Shelf. GIS compatible data is in shapefile, raster, text/tabular or geodatabase format.

Access data » 
National Oil Company Database

The Natural Resource Governance Institute (NRGI) has assembled the world’s most comprehensive open database on NOCs. This National Oil Company Database is an online, interactive tool that enables a wide range of users—from government officials and NOC executives to journalists and activists—to better understand the roles played by these companies and hold them accountable to generate returns on public investment. 

Access data » 
US Patent and Trademark Office Resources

The AccessUSPTO pilot program works with national organizations and the public that do not specifically focus on intellectual property (IP), but whose members include aspiring creators, entrepreneurs, and inventors that could benefit from knowing how to protect their ideas, creations, and brands. Specifically, we evaluate members’ needs and create tailored outreach plans to unlock new knowledge about patents, trademarks, copyrights, and trade secrets. By working together, we empower innovators to protect their valuable IP. 

Access resources » 
Natural Resources and Mining: Industry at a Glance

The US Bureau of Labor Statistics provides customized tables display a ‘snapshot’ of national data obtained from different BLS surveys and programs. Many programs also produce additional industry detail, including state, county, and metropolitan area data.

Access data » 
Clean Energy & Climate Solutions Federal Funding Database

A new electronic platform, the Clean Energy & Climate Solutions Federal Funding Database will develop and grow to serve as a central aggregation of relevant clean energy federal funding opportunities across the federal government with current or prospective openings for applications—a single source to track clean energy and climate solutions federal funding opportunities across the federal government (the DOE, EPA, USDA, and DOT, among others). Provided by Wilson Sonsini's Energy and Climate Solutions group.


Access data » 
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