README
GaiaLens ESG News API
The GaiaLens ESG News API provides real-time Environmental, Social, and Governance (ESG) news through a sophisticated algorithm that tracks thousands of sources, including news outlets, social media platforms, and non-governmental organizations (NGOs). This API empowers users to stay informed about ESG incidents and access the latest data on companies. The user can utilize the API by providing start and end date arguments to retrieve news for specific periods. If no dates are provided, the API returns all news for the specified company. The results include Sentiment Analysis on Sustainability Accounting Standards Board (SASB) and United Nations Sustainable Development Goals (UN SDG), generated by our cutting-edge algorithm.
Arguments:
The allowed arguments for the API are:
-
companyname: The name of the company. e.g. ‘Apple Inc.’. It must be an exact match.
-
isin: The International Securities Identification Number (ISIN) for the company. e.g. ‘US0378331005’
-
start: The start date for the news in ‘YYYY-MM-DD’ format. If not provided, the API returns results starting from the oldest news for that company.
-
end: The end date for the news in ‘YYYY-MM-DD’ format. If not provided, news from the start date up to the latest available news are returned.
Note: The user must provide exactly one of the companyname or isin arguments. The API returns an error response if more than one or no arguments are provided.
Header: The header must contain the following parameters:
- X-RapidAPI-Host: Set to ‘gaialens-esg-news-premium.p.rapidapi.com’.
- X-RapidAPI-Key: Include your Rapid API key.
- X-GaiaLens-Secret-Token: This token will be provided to you as part of onboarding
Response structure:
The API response is a list of news articles, each containing the following information:
- request_id: Unique identifier for the request.
- companyname: Name of the company.
- url: URL of the news article.
- title: Title of the news article.
- date: Date of the news article.
- company_relevance: Relevance of the news article to the company.
- company_relevance_reasoning: Explanation for the company relevance
Sentiment
- sentiment_score: The general sentiment score for the article on a scale of -1 to 1. -1 indicates the most negative sentiment, and 1 indicates the most positive sentiment.
- sentiment_reasoning: Detailed reasoning for the sentiment.
Environmental Sentiment
- environment_sentiment_score: Sentiment score for environmental impact on a scale of -1 to 1. -1 indicates the most negative sentiment, and 1 indicates the most positive sentiment.
- environment_sentiment_reasoning: Detailed reasoning for the environmental sentiment.
Social Sentiment
- social_sentiment_score: Sentiment score for social impact on a scale of -1 to 1. -1 indicates the most negative sentiment, and 1 indicates the most positive sentiment.
- social_sentiment_reasoning: Detailed reasoning for the social sentiment.
Governance Sentiment
- governance_sentiment_score: Sentiment score for governance practices on a scale of -1 to 1. -1 indicates the most negative sentiment, and 1 indicates the most positive sentiment.
- governance_sentiment_reasoning: Detailed reasoning for the governance sentiment.
ESG Indicators
Sentiment scores for various ESG indicators, such as GHG emissions, air quality, energy management, water and wastewater management, waste and hazardous management, ecological impact, environmental supply chain, and more. These are on a scale of -1 to 1. -1 indicates the most negative sentiment, and 1 indicates the most positive sentiment
Sample python request code:
import requests
url = "https://gaialens-esg-news-premium.p.rapidapi.com/premium/news"
querystring = {"isin": "JP3818000006", 'start': '2024-01-06', 'end': '2024-01-09'}
headers = {
"X-RapidAPI-Key": "YOUR_API_KEY",
"X-RapidAPI-Host": "gaialens-esg-news-premium.p.rapidapi.com",
"X-GaiaLens-Secret-Token": "YOUR_SECRET_TOKEN"
}
response = requests.get(url, headers=headers, params=querystring)
print(response.json())
Sample response:
[
{
"request_id": 52960,
"companyname": "Fujitsu Limited",
"url": "https://news.sky.com/story/government-devising-options-to-speed-up-the-overturning-of-post-office-horizon-convictions-13044309",
"title": "Former justice secretaries say govt is able to introduce legislation that would clear sub-postmasters 'tomorrow'",
"date": "2024-01-09",
"company_relevance": 80,
"company_relevance_reasoning": "Fujitsu is mentioned as the developer of the Horizon IT system, central to the article's subject.",
"sentiment_score": -0.5,
"sentiment_reasoning": "The article discusses a scandal involving Fujitsu's software, casting the company in a negative light.",
"environment_sentiment_score": 0.0,
"environment_sentiment_reasoning": "The article does not discuss environmental issues related to Fujitsu.",
"social_sentiment_score": -0.5,
"social_sentiment_reasoning": "The scandal has negatively affected the lives of sub-postmasters, reflecting poorly on Fujitsu.",
"governance_sentiment_score": -0.5,
"governance_sentiment_reasoning": "Fujitsu's role in the scandal suggests governance issues within the company.",
"GHG_emissions": 0.0,
"Air_quality": 0.0,
"Energy_management": 0.0,
"Water_wastewater_management": 0.0,
"Waste_hazardous_management": 0.0,
"Ecological_impact": 0.0,
"Environmental_supply_chain": 0.0,
"Materials_sourcing_efficiency": 0.0,
"Physical_impacts_climate_change": 0.0,
"Sustainable_Development_Goal_2": 0.0,
"Sustainable_Development_Goal_6": 0.0,
"Sustainable_Development_Goal_7": 0.0,
"Sustainable_Development_Goal_9": 0.0,
"Sustainable_Development_Goal_11": 0.0,
"Sustainable_Development_Goal_12": 0.0,
"Sustainable_Development_Goal_13": 0.0,
"Sustainable_Development_Goal_14": 0.0,
"Sustainable_Development_Goal_15": 0.0,
"Human_rights_community": -0.5,
"Customer_privacy": 0.0,
"Data_security": 0.0,
"Access_affordability": 0.0,
"Product_quality_safety": -0.5,
"Customer_welfare": -0.5,
"Selling_practices_product_label": 0.0,
"Labor_practices": 0.0,
"Modern_slavery": 0.0,
"Employee_health_safety": 0.0,
"Employee_engagement_diversity": 0.0,
"Gender_equality": 0.0,
"Product_design_lifecycle": 0.0,
"Social_supply_chain": 0.0,
"Sustainable_Development_Goal_1": 0.0,
"Sustainable_Development_Goal_3": 0.0,
"Sustainable_Development_Goal_4": 0.0,
"Sustainable_Development_Goal_5": 0.0,
"Sustainable_Development_Goal_8": 0.0,
"Sustainable_Development_Goal_10": 0.0,
"Business_model_resilience": 0.0,
"Governance_structures": -0.5,
"Business_ethics": -0.5,
"Competitive_behavior": 0.0,
"Management_legal_regulatory": -0.5,
"Risk_management": -0.5,
"Coronavirus": 0.0,
"Sustainable_Development_Goal_16": 0.0,
"Sustainable_Development_Goal_17": 0.0,
"Controversial_weapons": 0.0
},
{
"request_id": 52960,
"companyname": "Fujitsu Limited",
"url": "https://www.theguardian.com/commentisfree/2024/jan/09/heroes-post-office-scandal-villains",
"title": "We have seen heroes emerge from the Post Office scandal. Now focus on the villains | Marina Hyde",
"date": "2024-01-09",
"company_relevance": 80,
"company_relevance_reasoning": "Fujitsu is mentioned multiple times as a key player in the Post Office scandal, specifically regarding the Horizon system.",
"sentiment_score": -0.5,
"sentiment_reasoning": "The article discusses a scandal involving Fujitsu, portraying the company negatively.",
"environment_sentiment_score": 0.0,
"environment_sentiment_reasoning": "The article does not discuss environmental issues related to Fujitsu.",
"social_sentiment_score": -0.5,
"social_sentiment_reasoning": "The article implies social harm caused by Fujitsu's involvement in the scandal.",
"governance_sentiment_score": -0.5,
"governance_sentiment_reasoning": "The article criticizes Fujitsu's governance in relation to the scandal.",
"GHG_emissions": 0.0,
"Air_quality": 0.0,
"Energy_management": 0.0,
"Water_wastewater_management": 0.0,
"Waste_hazardous_management": 0.0,
"Ecological_impact": 0.0,
"Environmental_supply_chain": 0.0,
"Materials_sourcing_efficiency": 0.0,
"Physical_impacts_climate_change": 0.0,
"Sustainable_Development_Goal_2": 0.0,
"Sustainable_Development_Goal_6": 0.0,
"Sustainable_Development_Goal_7": 0.0,
"Sustainable_Development_Goal_9": 0.0,
"Sustainable_Development_Goal_11": 0.0,
"Sustainable_Development_Goal_12": 0.0,
"Sustainable_Development_Goal_13": 0.0,
"Sustainable_Development_Goal_14": 0.0,
"Sustainable_Development_Goal_15": 0.0,
"Human_rights_community": -0.5,
"Customer_privacy": 0.0,
"Data_security": 0.0,
"Access_affordability": 0.0,
"Product_quality_safety": 0.0,
"Customer_welfare": 0.0,
"Selling_practices_product_label": 0.0,
"Labor_practices": 0.0,
"Modern_slavery": 0.0,
"Employee_health_safety": 0.0,
"Employee_engagement_diversity": 0.0,
"Gender_equality": 0.0,
"Product_design_lifecycle": 0.0,
"Social_supply_chain": 0.0,
"Sustainable_Development_Goal_1": 0.0,
"Sustainable_Development_Goal_3": 0.0,
"Sustainable_Development_Goal_4": 0.0,
"Sustainable_Development_Goal_5": 0.0,
"Sustainable_Development_Goal_8": 0.0,
"Sustainable_Development_Goal_10": 0.0,
"Business_model_resilience": 0.0,
"Governance_structures": -0.5,
"Business_ethics": -0.5,
"Competitive_behavior": 0.0,
"Management_legal_regulatory": -0.5,
"Risk_management": -0.5,
"Coronavirus": 0.0,
"Sustainable_Development_Goal_16": 0.0,
"Sustainable_Development_Goal_17": 0.0,
"Controversial_weapons": 0.0
},
{
"request_id": 52960,
"companyname": "Fujitsu Limited",
"url": "https://www.theguardian.com/uk-news/2024/jan/09/fujitsu-bosses-mps-post-office-scandal",
"title": "Fujitsu bosses to be questioned by MPs over Post Office scandal",
"date": "2024-01-09",
"company_relevance": 100,
"company_relevance_reasoning": "Fujitsu is the main subject of the article, with multiple direct references and detailed discussion of its involvement in the Post Office scandal.",
"sentiment_score": -0.5,
"sentiment_reasoning": "The article discusses Fujitsu's negative role in a scandal and the scrutiny it is facing, which reflects a negative sentiment.",
"environment_sentiment_score": 0.0,
"environment_sentiment_reasoning": "The article does not provide information on Fujitsu's environmental impact or policies.",
"social_sentiment_score": -0.5,
"social_sentiment_reasoning": "The article highlights the social impact of Fujitsu's actions, including the miscarriage of justice and suffering of postmasters.",
"governance_sentiment_score": -0.5,
"governance_sentiment_reasoning": "The article discusses governance issues, such as Fujitsu's responsibility and the government's continued contracts with the company despite the scandal.",
"GHG_emissions": 0.0,
"Air_quality": 0.0,
"Energy_management": 0.0,
"Water_wastewater_management": 0.0,
"Waste_hazardous_management": 0.0,
"Ecological_impact": 0.0,
"Environmental_supply_chain": 0.0,
"Materials_sourcing_efficiency": 0.0,
"Physical_impacts_climate_change": 0.0,
"Sustainable_Development_Goal_2": 0.0,
"Sustainable_Development_Goal_6": 0.0,
"Sustainable_Development_Goal_7": 0.0,
"Sustainable_Development_Goal_9": 0.0,
"Sustainable_Development_Goal_11": 0.0,
"Sustainable_Development_Goal_12": 0.0,
"Sustainable_Development_Goal_13": 0.0,
"Sustainable_Development_Goal_14": 0.0,
"Sustainable_Development_Goal_15": 0.0,
"Human_rights_community": -0.5,
"Customer_privacy": 0.0,
"Data_security": 0.0,
"Access_affordability": 0.0,
"Product_quality_safety": -0.5,
"Customer_welfare": -0.5,
"Selling_practices_product_label": 0.0,
"Labor_practices": -0.5,
"Modern_slavery": 0.0,
"Employee_health_safety": 0.0,
"Employee_engagement_diversity": 0.0,
"Gender_equality": 0.0,
"Product_design_lifecycle": 0.0,
"Social_supply_chain": 0.0,
"Sustainable_Development_Goal_1": 0.0,
"Sustainable_Development_Goal_3": 0.0,
"Sustainable_Development_Goal_4": 0.0,
"Sustainable_Development_Goal_5": 0.0,
"Sustainable_Development_Goal_8": 0.0,
"Sustainable_Development_Goal_10": 0.0,
"Business_model_resilience": 0.0,
"Governance_structures": -0.5,
"Business_ethics": -0.5,
"Competitive_behavior": 0.0,
"Management_legal_regulatory": -0.5,
"Risk_management": -0.5,
"Coronavirus": 0.0,
"Sustainable_Development_Goal_16": 0.0,
"Sustainable_Development_Goal_17": 0.0,
"Controversial_weapons": 0.0
},
{
"request_id": 52960,
"companyname": "Fujitsu Limited",
"url": "https://english.kyodonews.net/news/2024/01/91fa49f9ba9a-fujitsu-responsibility-in-focus-in-redress-over-uk-postal-scandal.html",
"title": "Fujitsu responsibility in focus in redress over U.K. postal scandal",
"date": "2024-01-09",
"company_relevance": 100,
"company_relevance_reasoning": "Fujitsu is the main subject of the article, with multiple direct references to its involvement in the accounting system scandal.",
"sentiment_score": -0.8,
"sentiment_reasoning": "The article discusses Fujitsu's negative role in a scandal involving false accusations of embezzlement.",
"environment_sentiment_score": 0.0,
"environment_sentiment_reasoning": "The article does not discuss environmental issues related to Fujitsu.",
"social_sentiment_score": -0.8,
"social_sentiment_reasoning": "The article negatively portrays Fujitsu's impact on people involved in the scandal.",
"governance_sentiment_score": -0.8,
"governance_sentiment_reasoning": "The article implicates Fujitsu in governance failures related to the accounting system scandal.",
"GHG_emissions": 0.0,
"Air_quality": 0.0,
"Energy_management": 0.0,
"Water_wastewater_management": 0.0,
"Waste_hazardous_management": 0.0,
"Ecological_impact": 0.0,
"Environmental_supply_chain": 0.0,
"Materials_sourcing_efficiency": 0.0,
"Physical_impacts_climate_change": 0.0,
"Sustainable_Development_Goal_2": 0.0,
"Sustainable_Development_Goal_6": 0.0,
"Sustainable_Development_Goal_7": 0.0,
"Sustainable_Development_Goal_9": 0.0,
"Sustainable_Development_Goal_11": 0.0,
"Sustainable_Development_Goal_12": 0.0,
"Sustainable_Development_Goal_13": 0.0,
"Sustainable_Development_Goal_14": 0.0,
"Sustainable_Development_Goal_15": 0.0,
"Human_rights_community": -0.8,
"Customer_privacy": 0.0,
"Data_security": 0.0,
"Access_affordability": 0.0,
"Product_quality_safety": 0.0,
"Customer_welfare": -0.8,
"Selling_practices_product_label": 0.0,
"Labor_practices": -0.8,
"Modern_slavery": 0.0,
"Employee_health_safety": 0.0,
"Employee_engagement_diversity": 0.0,
"Gender_equality": 0.0,
"Product_design_lifecycle": 0.0,
"Social_supply_chain": 0.0,
"Sustainable_Development_Goal_1": 0.0,
"Sustainable_Development_Goal_3": 0.0,
"Sustainable_Development_Goal_4": 0.0,
"Sustainable_Development_Goal_5": 0.0,
"Sustainable_Development_Goal_8": 0.0,
"Sustainable_Development_Goal_10": 0.0,
"Business_model_resilience": 0.0,
"Governance_structures": -0.8,
"Business_ethics": -0.8,
"Competitive_behavior": 0.0,
"Management_legal_regulatory": -0.8,
"Risk_management": -0.8,
"Coronavirus": 0.0,
"Sustainable_Development_Goal_16": 0.0,
"Sustainable_Development_Goal_17": 0.0,
"Controversial_weapons": 0.0
},
{
"request_id": 52960,
"companyname": "Fujitsu Limited",
"url": "https://www.theguardian.com/uk-news/2024/jan/09/how-the-post-offices-horizon-system-failed-a-technical-breakdown",
"title": "How the Post Offices Horizon system failed: a technical breakdown",
"date": "2024-01-09",
"company_relevance": 100,
"company_relevance_reasoning": "Fujitsu is mentioned as the maker and operator of the Horizon system, which is central to the article's topic.",
"sentiment_score": -0.5,
"sentiment_reasoning": "The article discusses a scandal involving Fujitsu's system, with negative connotations such as 'bugs' and 'untrue' statements.",
"environment_sentiment_score": 0.0,
"environment_sentiment_reasoning": "The article does not discuss environmental issues related to Fujitsu.",
"social_sentiment_score": -0.5,
"social_sentiment_reasoning": "The article implies negative social impact due to the Horizon system's failures.",
"governance_sentiment_score": -0.5,
"governance_sentiment_reasoning": "The article suggests governance issues at Fujitsu, such as 'unrestricted and unaudited access' to systems.",
"GHG_emissions": 0.0,
"Air_quality": 0.0,
"Energy_management": 0.0,
"Water_wastewater_management": 0.0,
"Waste_hazardous_management": 0.0,
"Ecological_impact": 0.0,
"Environmental_supply_chain": 0.0,
"Materials_sourcing_efficiency": 0.0,
"Physical_impacts_climate_change": 0.0,
"Sustainable_Development_Goal_2": 0.0,
"Sustainable_Development_Goal_6": 0.0,
"Sustainable_Development_Goal_7": 0.0,
"Sustainable_Development_Goal_9": 0.0,
"Sustainable_Development_Goal_11": 0.0,
"Sustainable_Development_Goal_12": 0.0,
"Sustainable_Development_Goal_13": 0.0,
"Sustainable_Development_Goal_14": 0.0,
"Sustainable_Development_Goal_15": 0.0,
"Human_rights_community": -0.5,
"Customer_privacy": 0.0,
"Data_security": 0.0,
"Access_affordability": 0.0,
"Product_quality_safety": -0.5,
"Customer_welfare": -0.5,
"Selling_practices_product_label": 0.0,
"Labor_practices": -0.5,
"Modern_slavery": 0.0,
"Employee_health_safety": 0.0,
"Employee_engagement_diversity": 0.0,
"Gender_equality": 0.0,
"Product_design_lifecycle": 0.0,
"Social_supply_chain": 0.0,
"Sustainable_Development_Goal_1": 0.0,
"Sustainable_Development_Goal_3": 0.0,
"Sustainable_Development_Goal_4": 0.0,
"Sustainable_Development_Goal_5": 0.0,
"Sustainable_Development_Goal_8": 0.0,
"Sustainable_Development_Goal_10": 0.0,
"Business_model_resilience": 0.0,
"Governance_structures": -0.5,
"Business_ethics": -0.5,
"Competitive_behavior": 0.0,
"Management_legal_regulatory": -0.5,
"Risk_management": -0.5,
"Coronavirus": 0.0,
"Sustainable_Development_Goal_16": 0.0,
"Sustainable_Development_Goal_17": 0.0,
"Controversial_weapons": 0.0
},
{
"request_id": 52960,
"companyname": "Fujitsu Limited",
"url": "https://www.theguardian.com/uk-news/2024/jan/09/post-office-scandal-could-rules-change-private-prosecutions",
"title": "Post Office scandal could lead to rules change on private prosecutions",
"date": "2024-01-09",
"company_relevance": 70,
"company_relevance_reasoning": "Fujitsu is mentioned as a key player in the Horizon IT scandal and potential financial responsibilities.",
"sentiment_score": -0.2,
"sentiment_reasoning": "The article discusses a scandal involving Fujitsu, suggesting negative implications.",
"environment_sentiment_score": 0.0,
"environment_sentiment_reasoning": "The article does not discuss environmental issues related to Fujitsu.",
"social_sentiment_score": -0.2,
"social_sentiment_reasoning": "The scandal has social implications, affecting post office operators and Fujitsu's reputation.",
"governance_sentiment_score": -0.2,
"governance_sentiment_reasoning": "The article implies governance failures at Fujitsu related to the Horizon software.",
"GHG_emissions": 0.0,
"Air_quality": 0.0,
"Energy_management": 0.0,
"Water_wastewater_management": 0.0,
"Waste_hazardous_management": 0.0,
"Ecological_impact": 0.0,
"Environmental_supply_chain": 0.0,
"Materials_sourcing_efficiency": 0.0,
"Physical_impacts_climate_change": 0.0,
"Sustainable_Development_Goal_2": 0.0,
"Sustainable_Development_Goal_6": 0.0,
"Sustainable_Development_Goal_7": 0.0,
"Sustainable_Development_Goal_9": 0.0,
"Sustainable_Development_Goal_11": 0.0,
"Sustainable_Development_Goal_12": 0.0,
"Sustainable_Development_Goal_13": 0.0,
"Sustainable_Development_Goal_14": 0.0,
"Sustainable_Development_Goal_15": 0.0,
"Human_rights_community": -0.2,
"Customer_privacy": 0.0,
"Data_security": 0.0,
"Access_affordability": 0.0,
"Product_quality_safety": -0.2,
"Customer_welfare": -0.2,
"Selling_practices_product_label": 0.0,
"Labor_practices": -0.2,
"Modern_slavery": 0.0,
"Employee_health_safety": 0.0,
"Employee_engagement_diversity": 0.0,
"Gender_equality": 0.0,
"Product_design_lifecycle": 0.0,
"Social_supply_chain": 0.0,
"Sustainable_Development_Goal_1": 0.0,
"Sustainable_Development_Goal_3": 0.0,
"Sustainable_Development_Goal_4": 0.0,
"Sustainable_Development_Goal_5": 0.0,
"Sustainable_Development_Goal_8": 0.0,
"Sustainable_Development_Goal_10": 0.0,
"Business_model_resilience": 0.0,
"Governance_structures": -0.2,
"Business_ethics": -0.2,
"Competitive_behavior": 0.0,
"Management_legal_regulatory": -0.2,
"Risk_management": -0.2,
"Coronavirus": 0.0,
"Sustainable_Development_Goal_16": 0.0,
"Sustainable_Development_Goal_17": 0.0,
"Controversial_weapons": 0.0
},
{
"request_id": 52960,
"companyname": "Fujitsu Limited",
"url": "https://news.sky.com/story/post-office-scandal-the-story-behind-victims-of-faulty-horizon-accounting-software-13044015",
"title": "Post Office scandal: The story behind victims of faulty Horizon accounting software",
"date": "2024-01-09",
"company_relevance": 100,
"company_relevance_reasoning": "Fujitsu's accounting software is central to the article's narrative.",
"sentiment_score": -0.8,
"sentiment_reasoning": "The article discusses the negative impact of Fujitsu's software on people's lives.",
"environment_sentiment_score": 0.0,
"environment_sentiment_reasoning": "The article does not discuss environmental issues related to Fujitsu.",
"social_sentiment_score": -0.8,
"social_sentiment_reasoning": "The article highlights the social harm caused by Fujitsu's software.",
"governance_sentiment_score": -0.8,
"governance_sentiment_reasoning": "The article implies poor governance in Fujitsu's software development and oversight.",
"GHG_emissions": 0.0,
"Air_quality": 0.0,
"Energy_management": 0.0,
"Water_wastewater_management": 0.0,
"Waste_hazardous_management": 0.0,
"Ecological_impact": 0.0,
"Environmental_supply_chain": 0.0,
"Materials_sourcing_efficiency": 0.0,
"Physical_impacts_climate_change": 0.0,
"Sustainable_Development_Goal_2": 0.0,
"Sustainable_Development_Goal_6": 0.0,
"Sustainable_Development_Goal_7": 0.0,
"Sustainable_Development_Goal_9": 0.0,
"Sustainable_Development_Goal_11": 0.0,
"Sustainable_Development_Goal_12": 0.0,
"Sustainable_Development_Goal_13": 0.0,
"Sustainable_Development_Goal_14": 0.0,
"Sustainable_Development_Goal_15": 0.0,
"Human_rights_community": -0.8,
"Customer_privacy": 0.0,
"Data_security": 0.0,
"Access_affordability": 0.0,
"Product_quality_safety": -0.8,
"Customer_welfare": -0.8,
"Selling_practices_product_label": 0.0,
"Labor_practices": 0.0,
"Modern_slavery": 0.0,
"Employee_health_safety": 0.0,
"Employee_engagement_diversity": 0.0,
"Gender_equality": 0.0,
"Product_design_lifecycle": -0.8,
"Social_supply_chain": 0.0,
"Sustainable_Development_Goal_1": 0.0,
"Sustainable_Development_Goal_3": 0.0,
"Sustainable_Development_Goal_4": 0.0,
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