Oxari: Raw ESG Data of 10,000+ Companies in North America | Carbon Emissions Data | Scope 1, 2 & 3 | 10+ Years Historical Raw ESG Data

#	key_ticker	company_name	ticker_symbol	year	gics_sector	gics_industry	company_description	iso3_country_code	scope_1	scope_2	scope_3	estimated_scope_1	estimated_scope_2	estimated_scope_3	revenue_intensity_scope_1	revenue_intensity_scope_2	revenue_intensity_scope_3
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Volume

10K

Companies

Data Quality

100%

Data coverage

Avail. Formats

.json, .xml, and .csv

File

Coverage

Countries

History

years

[Sample] raw_esg_america_scope_sample.csv

Attribute	Type	Example	Mapping
key_ticker	String	0UKI.XLON
company_name	String	The Bank of Nova Scotia
ticker_symbol	String	0UKI
year	Integer	2019
gics_sector	String	Financial Services
gics_industry	String	Banks—Diversified
company_description	String	The Bank of Nova Scotia provides various banking products...
iso3_country_code	String	CAN	Country Code Alpha-2
scope_1	Float	15729.0
scope_2	Float	111990.0
scope_3	Float	20020.0
estimated_scope_1	Integer	0
estimated_scope_2	Integer	0
estimated_scope_3	Integer	0
revenue_intensity_scope_1	Float	0.0024279492645601754
revenue_intensity_scope_2	Float	0.017286924670232948
revenue_intensity_scope_3	Float	0.003090313705670717

Product Attributes

Attribute	Type	Example	Mapping
Company		Alphabet Inc.
Symbol		GOOGL
Sector		Communication Services
Industry		Internet Content & Information
Description of activities		Alphabet Inc. offers various products and platforms in th...
Country		United States
Market Identifier Code		XNGS
Year		2022
Scope 1 emissions		91,200
Scope 2 emissions		8,045,400
Scope 3 emissions		7,600,000
Scope 1 reported		1
Scope 2 reported		1
Scope 3 reported		1

Oxari's Raw ESG Dataset provides carbon emissions data for 10,000+ listed companies in North America, including the USA, Canada and Mexico. Our Raw ESG dataset includes both reported and modeled Scope 1, 2, and 3 emissions, spanning up to 10 years of historical ESG data.

The Carbon Emissions Dataset offers comprehensive access to Scope 1, 2, and 3 emissions data of companies in North America, including the USA, Canada and Mexico. Despite the challenge of incomplete reporting from some companies, we ensure full coverage across all three scopes by leveraging AI to model emissions profiles tailored to each company. Our methodology incorporates various factors, including industry specifics, balance sheet and financial statement data, and peer emission data, enabling precise estimation of emissions across scopes. Unlike traditional approaches that rely on direct reporting or pre-existing databases, Oxari's tool leverages AI and machine learning techniques to model emissions with unprecedented accuracy. Following this approach we provide access to reported and predicted emission data for over 50,000 companies. Oxari's Emission Insight Tool caters to a diverse array of use cases, including: - Historical Emission Estimation: Need to evaluate past carbon emissions for your company or others? Our tool provides accurate estimations based on historical data. - Scope 1-3 Data Completion: Fill gaps in your emission data across scopes 1-3 effortlessly, ensuring comprehensive coverage for your sustainability initiatives. - Portfolio Carbon Footprint Assessment: Assess the environmental impact of your investment portfolio by quantifying carbon emissions associated with each holding. - Identifying Environmental Leaders and Laggards: Pinpoint frontrunners and laggards in emission reduction efforts, facilitating informed decision-making and partnership selection. - Decoupling Evaluation: Evaluate the decoupling of economic growth from environmental degradation by analyzing emissions alongside economic, financial, and political factors. Our cutting-edge Emission Estimation Machine Learning Model, meticulously developed by Oxari, follows a comprehensive pipeline: 1. Data Collection: We gather granular emission and non-emission data from diverse sources including OECD data and company reports. 2. Data Cleaning: Through meticulous processing, missing values are estimated and erroneous entries are rectified, ensuring data integrity. 3. Scopes Variables: Emissions data is categorized into Scopes 1, 2, and 3, while input variables encompass financial data, industry specifics, and country-level information. 4. AI Model Training: Multiple AI models are trained to learn distinct patterns and associations from the input data, facilitating precise emission estimations. 5. Prediction Process: Trained models independently estimate emissions, with the final output derived from a weighted average, accounting for each model's accuracy during training. The core use cases of Oxari's financial data and ESG data are: - Profiling Carbon Impacts: Evaluate the carbon footprint of individual companies and broader portfolios. - ESG Benchmarking: Compare company performance within sectors or against leading indices. - ESG Risk and Opportunity Assessment: Identify sustainability-driven risks or opportunities within companies. - Informed Decision-making: Integrate sustainability metrics seamlessly into portfolio strategies. - Compliance and Reporting: Enhance sustainability disclosures and simplify regulatory compliance with robust ESG data. Moreover, our dataset supports sustainability disclosures, ESG reporting, and regulatory compliance initiatives. Hedge funds, venture capital, banks, impact consultants, and insurance companies leverage this dataset to empower investors, enabling them to evaluate investment opportunities and identify potential growth prospects across various industries. Included are direct emissions (Scope 1), indirect emissions (Scope 2), and upstream and downstream emissions (Scope 3).

North America (13)

Belize

Bermuda

Canada

Costa Rica

El Salvador

Greenland

Guatemala

Honduras

Mexico

Nicaragua

Panama

Saint Pierre and Miquelon

United States of America

10 years of historical data

10,000	Companies
13	Countries
10	Years

Free sample available

License	Starts at
One-off purchase	Available
Monthly License	Not available
Yearly License	Available
Usage-based	Available

Request detailed pricing

Self-reported by the provider

100%

Data coverage

Methods

Frequency

Format

ESG Investing

ESG Performance Analysis

Corporate Sustainability Analysis

Accounting Intelligence

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What is Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data?

Oxari’s Raw ESG Dataset provides carbon emissions data for 10,000+ listed companies in North America, including the USA, Canada and Mexico. Our Raw ESG dataset includes both reported and modeled Scope 1, 2, and 3 emissions, spanning up to 10 years of historical ESG data.

What is Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data used for?

This product has 4 key use cases. Oxari recommends using the data for ESG Investing, ESG Performance Analysis, Corporate Sustainability Analysis, and Accounting Intelligence. Global businesses and organizations buy ESG Country Rating Data from Oxari to fuel their analytics and enrichment.

Who can use Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data?

This product is best suited if you’re a Small Business, Medium-sized Business, or Enterprise looking for ESG Country Rating Data. Get in touch with Oxari to see what their data can do for your business and find out which integrations they provide.

How far back does the data in Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data go?

This Tabular Data has 10 years of historical coverage. It can be delivered on a quarterly, yearly, real-time, and on-demand basis.

Which countries does Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data cover?

This product includes data covering 13 countries like USA, Canada, Mexico, Guatemala, and Panama. Oxari is headquartered in Netherlands.

How much does Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data cost?

Pricing information for Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data is available by getting in contact with Oxari. Connect with Oxari to get a quote and arrange custom pricing models based on your data requirements.

How can I get Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data?

Businesses can buy ESG Country Rating Data from Oxari and get the data via S3 Bucket, Email, and REST API. Depending on your data requirements and subscription budget, Oxari can deliver this product in .json, .xml, .csv, and .xls format.

What is the data quality of Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data?

Oxari has reported that this product has the following quality and accuracy assurances: 100% Data coverage. You can compare and assess the data quality of Oxari using Datarade’s data marketplace. Oxari has received 1 review from clients.

What are similar products to Oxari: Raw ESG Data of 10,000+ Companies in North America Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical Raw ESG Data?

This Tabular Data has 3 related products. These alternatives include Oxari: Raw ESG Data of 10,000+ Companies in Europe Carbon Emissions Data Scope 1, 2 & 3 10+ Years Historical ESG Data, Carbon Emissions Data ESG Data 14000+ companies 7 Years Historical Data Scope 1,2&3 Data GIST Impact, and TagX ESG Data ESG reports and Certifications Certifications data from more than 100 accredited agencies Certificate holders data. You can compare the best ESG Country Rating Data providers and products via Datarade’s data marketplace and get the right data for your use case.

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License	Starts at
One-off purchase	Available
Monthly License	Not available
Yearly License	Available
Usage-based	Available

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Oxari: Raw ESG Data of 10,000+ Companies in North America | Carbon Emissions Data | Scope 1, 2 & 3 | 10+ Years Historical Raw ESG Data

Data Dictionary

Description

Country Coverage

History

Volume

Pricing

Suitable Company Sizes

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Delivery

Use Cases

Categories

Related Products

Frequently asked questions

Oxari
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Oxari: Raw ESG Data of 10,000+ Companies in North America | Carbon Emissions Data | Scope 1, 2 & 3 | 10+ Years Historical Raw ESG Data

Data Dictionary

Description

Country Coverage

History

Volume

Pricing

Suitable Company Sizes

Quality

Delivery

Use Cases

Categories

Related Products

Frequently asked questions

Oxari Trusted ESG Data and Scores for Climate Leadership

Trusted by

Oxari
Trusted ESG Data and Scores for Climate Leadership