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GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes

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Data Samples
#
sedol
industry
gl_region
date
year
url
source_url
insider
outsider
ceo
body_clean
title_clean
company_rel
insider_rel
outsider_rel
ceo_rel
sentiment
company_sentiment
insider_sentiment
outsider_sentiment
ceo_sentiment
GHG_emissions_similarity
GHG_emissions_sentiment
Air_quality_similarity
Air_quality_sentiment
Energy_management_similarity
Energy_management_sentiment
Water_wastewater_management_similarity
Water_wastewater_management_sentiment
Waste_hazardous_management_similarity
Waste_hazardous_management_sentiment
Ecological_impact_similarity
Ecological_impact_sentiment
Human_rights_community_similarity
Human_rights_community_sentiment
Customer_privacy_similarity
Customer_privacy_sentiment
Data_security_similarity
Data_security_sentiment
Access_affordability_similarity
Access_affordability_sentiment
Product_quality_safety_similarity
Product_quality_safety_sentiment
Customer_welfare_similarity
Customer_welfare_sentiment
Selling_practices_product_label_similarity
Labor_practices_similarity
Labor_practices_sentiment
Modern_slavery_similarity
Modern_slavery_sentiment
Employee_health_safety_similarity
Employee_health_safety_sentiment
Employee_engagement_diversity_similarity
Employee_engagement_diversity_sentiment
Gender_equality_similarity
Gender_equality_sentiment
Product_design_lifecycle_similarity
Product_design_lifecycle_sentiment
Business_model_resilience_similarity
Environmental_supply_chain_similarity
Environmental_supply_chain_sentiment
Social_supply_chain_similarity
Social_supply_chain_sentiment
Materials_sourcing_efficiency_similarity
Materials_sourcing_efficiency_sentiment
Physical_impacts_climate_change_similarity
Physical_impacts_climate_change_sentiment
Governance_structures_similarity
Governance_structures_sentiment
Business_ethics_similarity
Business_ethics_sentiment
Competitive_behavior_similarity
Competitive_behavior_sentiment
Management_legal_regulatory_similarity
Management_legal_regulatory_sentiment
Risk_management_similarity
Risk_management_sentiment
Coronavirus_similarity
Coronavirus_sentiment
Sustainable_Development_Goal_1_similarity
Sustainable_Development_Goal_2_similarity
Sustainable_Development_Goal_2_sentiment
Sustainable_Development_Goal_3_similarity
Sustainable_Development_Goal_3_sentiment
Sustainable_Development_Goal_4_similarity
Sustainable_Development_Goal_4_sentiment
Sustainable_Development_Goal_5_similarity
Sustainable_Development_Goal_6_similarity
Sustainable_Development_Goal_6_sentiment
Sustainable_Development_Goal_7_similarity
Sustainable_Development_Goal_7_sentiment
Sustainable_Development_Goal_8_similarity
Sustainable_Development_Goal_8_sentiment
Sustainable_Development_Goal_9_similarity
Sustainable_Development_Goal_9_sentiment
Sustainable_Development_Goal_10_similarity
Sustainable_Development_Goal_10_sentiment
Sustainable_Development_Goal_11_similarity
Sustainable_Development_Goal_11_sentiment
Sustainable_Development_Goal_12_similarity
Sustainable_Development_Goal_12_sentiment
Sustainable_Development_Goal_13_similarity
Sustainable_Development_Goal_13_sentiment
Sustainable_Development_Goal_14_similarity
Sustainable_Development_Goal_15_similarity
Sustainable_Development_Goal_15_sentiment
Sustainable_Development_Goal_16_similarity
Sustainable_Development_Goal_16_sentiment
Sustainable_Development_Goal_17_similarity
Sustainable_Development_Goal_17_sentiment
Controversial_weapons_similarity
GHG_emissions_tag
Air_quality_tag
Energy_management_tag
Water_wastewater_management_tag
Waste_hazardous_management_tag
Ecological_impact_tag
Environmental_supply_chain_tag
Materials_sourcing_efficiency_tag
Physical_impacts_climate_change_tag
Sustainable_Development_Goal_2_tag
Sustainable_Development_Goal_6_tag
Sustainable_Development_Goal_7_tag
Sustainable_Development_Goal_9_tag
Sustainable_Development_Goal_11_tag
Sustainable_Development_Goal_12_tag
Sustainable_Development_Goal_13_tag
Sustainable_Development_Goal_14_tag
Sustainable_Development_Goal_15_tag
Human_rights_community_tag
Customer_privacy_tag
Data_security_tag
Access_affordability_tag
Product_quality_safety_tag
Customer_welfare_tag
Selling_practices_product_label_tag
Labor_practices_tag
Modern_slavery_tag
Employee_health_safety_tag
Employee_engagement_diversity_tag
Gender_equality_tag
Product_design_lifecycle_tag
Social_supply_chain_tag
Sustainable_Development_Goal_1_tag
Sustainable_Development_Goal_3_tag
Sustainable_Development_Goal_4_tag
Sustainable_Development_Goal_5_tag
Sustainable_Development_Goal_8_tag
Sustainable_Development_Goal_10_tag
insider_tag
outsider_tag
ceo_tag
Business_model_resilience_tag
Governance_structures_tag
Business_ethics_tag
Competitive_behavior_tag
Management_legal_regulatory_tag
Risk_management_tag
Coronavirus_tag
Sustainable_Development_Goal_16_tag
Sustainable_Development_Goal_17_tag
Controversial_weapons_tag
e_num_topics
s_num_topics
g_num_topics
GHG_emissions_string
Air_quality_string
Energy_management_string
Water_wastewater_management_string
Waste_hazardous_management_string
Ecological_impact_string
Environmental_supply_chain_string
Materials_sourcing_efficiency_string
Physical_impacts_climate_change_string
Sustainable_Development_Goal_2_string
Sustainable_Development_Goal_6_string
Sustainable_Development_Goal_7_string
Sustainable_Development_Goal_9_string
Sustainable_Development_Goal_11_string
Sustainable_Development_Goal_12_string
Sustainable_Development_Goal_13_string
Sustainable_Development_Goal_14_string
Sustainable_Development_Goal_15_string
Human_rights_community_string
Customer_privacy_string
Data_security_string
Access_affordability_string
Product_quality_safety_string
Customer_welfare_string
Selling_practices_product_label_string
Labor_practices_string
Modern_slavery_string
Employee_health_safety_string
Employee_engagement_diversity_string
Gender_equality_string
Product_design_lifecycle_string
Social_supply_chain_string
Sustainable_Development_Goal_1_string
Sustainable_Development_Goal_3_string
Sustainable_Development_Goal_4_string
Sustainable_Development_Goal_5_string
Sustainable_Development_Goal_8_string
Sustainable_Development_Goal_10_string
insider_string
outsider_string
ceo_string
Business_model_resilience_string
Governance_structures_string
Business_ethics_string
Competitive_behavior_string
Management_legal_regulatory_string
Risk_management_string
Coronavirus_string
Sustainable_Development_Goal_16_string
Sustainable_Development_Goal_17_string
Controversial_weapons_string
e_topics
s_topics
g_topics
1 xxxxxxxxxx Xxxxxxxxx xxxxxx xxxxxxxxxx Xxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxx Xxxxx xxxxxxxxxx xxxxxx Xxxxxxxxxx xxxxxx Xxxxx Xxxxxx xxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxxxx xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxxxx Xxxxxx Xxxxx xxxxxx xxxxxxx xxxxxxx Xxxxx xxxxxx Xxxxxxxxxx xxxxxxxx xxxxxx Xxxxx Xxxxxxx xxxxxx Xxxxxxxx Xxxxxxx Xxxxx xxxxxx xxxxxxxxxx Xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx xxxxx xxxxxxx xxxxxxxxx Xxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxx xxxxxxxx Xxxxxxx xxxxxxxxx Xxxxxxx xxxxx Xxxxxxx xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxx Xxxxx xxxxxxxxxx Xxxxxx xxxxxx Xxxxxxxxx xxxxx Xxxxxxxxxx xxxxxx xxxxx xxxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxx xxxxx Xxxxxx xxxxxxxxxx xxxxxxxxx xxxxx xxxxx xxxxxxxx xxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxx xxxxxxx Xxxxxxxx Xxxxxxx xxxxx xxxxxxxx xxxxxxxxxx Xxxxxx xxxxxxxxx Xxxxx xxxxx xxxxxxxxx xxxxxxx Xxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxx xxxxxxxxx xxxxxxx Xxxxxx xxxxxxxxx xxxxx Xxxxxxx xxxxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxx xxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxx Xxxxx Xxxxxxx Xxxxx Xxxxxx Xxxxx Xxxxxxxxx xxxxxx xxxxxxxx Xxxxxxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxx Xxxxxxx xxxxxxxxx Xxxxx xxxxx Xxxxxx xxxxxxxxx xxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxx Xxxxx Xxxxxxxxx xxxxxxxxxx xxxxxx xxxxxxxxx xxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxxx xxxxx Xxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxxx Xxxxxxxx xxxxx Xxxxxx xxxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxxxxx Xxxxx Xxxxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx xxxxx Xxxxxxxxxx Xxxxxxx xxxxxxxxx xxxxxxx xxxxxxxxxx xxxxxx xxxxx Xxxxxxxxxx Xxxxxxxxx xxxxxxx Xxxxxx Xxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx Xxxxxx xxxxxxxxxx xxxxxxxxx xxxxx Xxxxx xxxxxxx
2 xxxxxxxxxx Xxxxxx Xxxxxxxxx xxxxxxx Xxxxxxxx xxxxx xxxxx Xxxxxxxxxx Xxxxxxx Xxxxxxxx Xxxxxxx xxxxx xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxxx xxxxxxx Xxxxx xxxxxxxxx xxxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxx Xxxxx Xxxxx Xxxxx Xxxxxxx xxxxx xxxxxxxxx xxxxxxx Xxxxxxx xxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxx Xxxxx xxxxxxx Xxxxxx Xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxx Xxxxxxx xxxxxxxx xxxxx Xxxxx Xxxxxxxx xxxxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxx Xxxxxxx Xxxxxxx xxxxxxx Xxxxxxxxxx xxxxxxxx Xxxxx xxxxxxxxxx xxxxxxxxxx xxxxxx xxxxxxxx Xxxxxxxx xxxxxx xxxxxxxx xxxxxx Xxxxxxxx xxxxxxxxx xxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxxx xxxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxx xxxxxxxxx xxxxx Xxxxx Xxxxxxxx xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxx xxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxx xxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxx xxxxxxxx xxxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxx Xxxxx Xxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxx Xxxxx Xxxxxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxxx xxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxx Xxxxxxxxxx xxxxx xxxxxxx xxxxxxxxx xxxxxxxxx xxxxxx xxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxxxxx Xxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxx xxxxxxx Xxxxxxxx Xxxxxxxx Xxxxxxx xxxxxx xxxxx xxxxx Xxxxxxxxx xxxxx Xxxxx Xxxxxx xxxxxxxxxx Xxxxxxxx Xxxxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxx Xxxxx Xxxxxxxx xxxxxx Xxxxx Xxxxxx xxxxxx xxxxxxxx Xxxxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxx Xxxxxxx Xxxxxxx Xxxxxx Xxxxxx xxxxxxxx Xxxxxxxxx Xxxxx Xxxxxxx xxxxxxxxx Xxxxxxxxx xxxxxxx Xxxxxxxx Xxxxxxxxxx xxxxxx xxxxxxxxxx xxxxxx xxxxxx Xxxxxxxxxx xxxxxxx Xxxxxxxxxx xxxxx Xxxxxxxxx Xxxxxxx Xxxxxxxxx Xxxxx Xxxxxxxx xxxxxxxxx
3 xxxxxxxxxx xxxxx xxxxxxxxxx xxxxxxx xxxxxxxx Xxxxx xxxxx xxxxxx Xxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxxxx xxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxx xxxxxx Xxxxxx xxxxxx xxxxx Xxxxxxxxx Xxxxxxxxx Xxxxxx Xxxxx Xxxxxxxxx Xxxxxx Xxxxxx xxxxxx xxxxx xxxxxxx xxxxxxxxxx xxxxxx Xxxxxxx Xxxxx xxxxxxxxxx Xxxxx xxxxxxx xxxxxxx Xxxxxxxxxx Xxxxx xxxxxxx Xxxxxxxx Xxxxxx xxxxxxxxxx Xxxxx Xxxxxxx xxxxx xxxxxx xxxxxx Xxxxxxxx xxxxxxx Xxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxx Xxxxxx xxxxxxxxxx xxxxxxxx xxxxxxxxxx Xxxxx Xxxxxx Xxxxxx xxxxxx Xxxxxxxx Xxxxx xxxxx Xxxxxxxxxx xxxxxx xxxxx xxxxxxx xxxxx Xxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxxx xxxxxxxxxx xxxxxxx xxxxxxx xxxxxxxxxx Xxxxxxxxxx Xxxxxx xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxx Xxxxxxx Xxxxxx xxxxxxxx xxxxx Xxxxxxxxxx Xxxxx xxxxxxx xxxxxxxx xxxxxxxx Xxxxxxxx xxxxxxx xxxxxx Xxxxxxxx xxxxxxx Xxxxxxxxxx xxxxxxxx xxxxxxxx xxxxxx Xxxxxxxx xxxxx Xxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxxxx xxxxxxxxx xxxxxxx Xxxxxxxx Xxxxx Xxxxxxxx Xxxxxxxxx xxxxxxxxxx Xxxxxx xxxxxxxxx Xxxxxx Xxxxxxxxxx Xxxxxx xxxxxxxx xxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxxxxxx xxxxxxxx xxxxxxx xxxxx Xxxxxxx xxxxxxxxx Xxxxxxx xxxxxxxx xxxxxxxxxx xxxxxxxxx xxxxxxxx xxxxxxxxx Xxxxx xxxxx xxxxxxx xxxxxxxx xxxxxx xxxxxxx Xxxxx Xxxxxxxxx Xxxxxxx Xxxxxxx Xxxxxxxx xxxxxxx xxxxxxxxx Xxxxxxxx xxxxxxxxx xxxxxxx xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxxx Xxxxxxx Xxxxxxxx xxxxxxx xxxxxxx Xxxxxxxx xxxxxxx Xxxxxxx Xxxxxxx Xxxxxxxxx Xxxxx xxxxx Xxxxxxx xxxxxxxxx Xxxxx Xxxxxxxx xxxxxxxxx Xxxxxx xxxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxx xxxxxxxxx xxxxx xxxxxx Xxxxxxxxx xxxxxxxxx xxxxxx xxxxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxx Xxxxxxxx xxxxxxxx Xxxxxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxxxx Xxxxxxx Xxxxxx Xxxxxxxx xxxxxxx Xxxxxx Xxxxxx xxxxxxx Xxxxxxx Xxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxxx
4 xxxxxxxxxx Xxxxx xxxxxxxxx Xxxxxxx xxxxxxxx Xxxxxx xxxxxxx xxxxxxxxx xxxxxxxxxx xxxxxxx xxxxxxxxx xxxxxxxxxx Xxxxxxx Xxxxxxxx Xxxxxx Xxxxx Xxxxxxxxx Xxxxxxxxx xxxxx xxxxxxxxxx xxxxxxx xxxxxxx Xxxxxxxx Xxxxxxx xxxxx Xxxxxx xxxxxxxx xxxxxx xxxxxxx Xxxxxxxxxx Xxxxxxxxx xxxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxxx xxxxxx xxxxxxxxx xxxxxxx xxxxxx Xxxxxx xxxxxxxx xxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxxx xxxxxxx xxxxxxxxx xxxxxx Xxxxx Xxxxxx Xxxxxxxxxx xxxxx xxxxxxxx xxxxxxxx Xxxxx xxxxxxx xxxxxxx xxxxxxx xxxxxxxxxx xxxxx Xxxxxxx xxxxx Xxxxxxxxx xxxxx Xxxxxxx xxxxxxxx Xxxxx Xxxxxxxxx Xxxxx xxxxxxx Xxxxxxx xxxxxxx xxxxx Xxxxxxxxx Xxxxxxx Xxxxxx Xxxxxx xxxxx xxxxxxxx Xxxxxxxxx xxxxxxxxx xxxxx xxxxxxx Xxxxxxxx xxxxx Xxxxxxxx xxxxxx xxxxxxxxxx xxxxx xxxxxx xxxxxx Xxxxx Xxxxxx xxxxxxxxx Xxxxxxxxx Xxxxxx xxxxxxxx xxxxxxxx xxxxxxx xxxxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxxx xxxxxx Xxxxx xxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxxxx xxxxxxxxx xxxxxxx Xxxxxxx xxxxx xxxxxx xxxxxx xxxxxxx Xxxxxx xxxxxx Xxxxxxxx Xxxxxxx xxxxxxx Xxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxxxxxx xxxxx Xxxxxx Xxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxxxxx Xxxxxxxx Xxxxx Xxxxxx Xxxxxxxxx xxxxx xxxxxxxxxx Xxxxxxx xxxxxxx Xxxxx xxxxxxxx Xxxxxx xxxxx Xxxxxxx Xxxxxx Xxxxxxxxx Xxxxx Xxxxxxx xxxxxx xxxxxx xxxxxxxxx xxxxx Xxxxxxx Xxxxxxxx xxxxx Xxxxxxxxx Xxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxx xxxxxxxx Xxxxxx xxxxxx Xxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxx Xxxxx xxxxx Xxxxxxxxx xxxxx Xxxxxxxx Xxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxxxx xxxxx xxxxxxxx xxxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxxxxxx Xxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxxx Xxxxxxxxx Xxxxx xxxxxxxxx Xxxxx Xxxxx xxxxx xxxxxx xxxxxx xxxxxxx xxxxxx Xxxxx xxxxxxxxxx xxxxxx xxxxxxxx xxxxxxxxxx Xxxxxxx xxxxxx xxxxxxxx xxxxx xxxxxxxx xxxxx
5 Xxxxx xxxxxx xxxxxxxxx Xxxxxxxx Xxxxxxxxx Xxxxx Xxxxx xxxxxxxx Xxxxx xxxxxxxxxx Xxxxxxx xxxxxxx xxxxxx xxxxxx xxxxxxxxx Xxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxxx xxxxx Xxxxx Xxxxxxx Xxxxx xxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxxx xxxxx xxxxxxx xxxxxxxx Xxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxxx xxxxxxx xxxxxx Xxxxxxxxxx Xxxxx xxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxx Xxxxxx xxxxx xxxxx Xxxxxxxx Xxxxxx Xxxxx Xxxxx xxxxx Xxxxxxx Xxxxxxxxx xxxxxx Xxxxxxxxxx Xxxxxxxxx xxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxx Xxxxxxxx Xxxxxx Xxxxxxxxxx xxxxxx xxxxxxxxx Xxxxxx xxxxxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxxx Xxxxxx Xxxxxxxx Xxxxxxxxxx xxxxxxxxx xxxxxx xxxxxx xxxxxxxxx xxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxxx xxxxxxxxxx xxxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxx Xxxxx xxxxxxxxxx xxxxxx xxxxx xxxxxxxxx xxxxxxxx Xxxxxxx Xxxxxx xxxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxxx xxxxxxxx xxxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxxx xxxxxxxxx Xxxxxx xxxxxxxxxx xxxxxxxxxx xxxxxxx Xxxxx xxxxxxx Xxxxxxx Xxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxx Xxxxxxx xxxxx xxxxxxxxx xxxxxxx xxxxxxxxxx Xxxxx Xxxxxx xxxxx Xxxxxxxx xxxxxxx xxxxxxxxx Xxxxxxxx xxxxxxx Xxxxxxxx Xxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxx xxxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxx xxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxxxx xxxxxxxx xxxxx xxxxxx Xxxxxxxxx Xxxxx xxxxxxxx Xxxxxxxxx xxxxx Xxxxxxx xxxxxxx xxxxx Xxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxx xxxxxxxx Xxxxx Xxxxxx xxxxxxxxx xxxxxxxx Xxxxxxx xxxxxx xxxxxx Xxxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxxx Xxxxxx xxxxxxxx Xxxxx xxxxxxx Xxxxxxxx Xxxxxxxxxx xxxxxxx Xxxxxx Xxxxxx xxxxx xxxxxxxx Xxxxxxxxxx xxxxxxxxx xxxxxxxxxx xxxxx xxxxxxxx Xxxxxxxx Xxxxx Xxxxxxxxx Xxxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxx Xxxxx xxxxxxxxxx Xxxxxxx xxxxxxxx xxxxx xxxxxxxxx xxxxxxxx Xxxxxx xxxxxxx xxxxxxx
6 Xxxxxxxx Xxxxx xxxxxxx Xxxxxxxxxx xxxxxxx xxxxxxxxx xxxxx xxxxxxxxx xxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxx Xxxxxxxxxx xxxxx Xxxxxxxxxx xxxxxxx xxxxx Xxxxxxxx Xxxxxx Xxxxxxx Xxxxxx xxxxx Xxxxxxxxx xxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxxx xxxxx xxxxxx Xxxxxxxx Xxxxxxx xxxxx Xxxxxx Xxxxxx Xxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxxxx Xxxxx Xxxxxxxxx xxxxx xxxxxxxx xxxxxxxxxx Xxxxx xxxxx Xxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxxxxx xxxxx xxxxxxxxxx Xxxxxxxxx Xxxxx xxxxx xxxxxxxx Xxxxx Xxxxxx Xxxxxxxxxx xxxxxx xxxxxxxxx xxxxxxxxx xxxxxxx Xxxxx xxxxxxxxx xxxxxxxxx xxxxx Xxxxxxx Xxxxxxxx Xxxxx Xxxxxx xxxxxxxx Xxxxxx Xxxxxxxxxx Xxxxxx xxxxxxxx xxxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxxxxx xxxxxxx xxxxxx xxxxxxx Xxxxxxx Xxxxxx Xxxxxxx xxxxxxx Xxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxxx xxxxxx Xxxxxxx Xxxxxxxx xxxxxxxx Xxxxx xxxxxxx Xxxxxx Xxxxxxxxxx Xxxxxxx xxxxxx xxxxxx Xxxxxx xxxxxxxxx xxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxx Xxxxxxxx Xxxxx Xxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxx xxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxx Xxxxx xxxxx Xxxxxx Xxxxxxx Xxxxxxxxxx xxxxx xxxxxx xxxxxx xxxxxxxx Xxxxxx xxxxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxx xxxxxxxxxx xxxxxxxx xxxxxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxxx xxxxxx xxxxx Xxxxxxxxx xxxxxxxx Xxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxx xxxxxxxx Xxxxx Xxxxxxx Xxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxx xxxxxxxxxx xxxxxxxxxx Xxxxx Xxxxx xxxxxxxxxx Xxxxxxxxx Xxxxx Xxxxxxx xxxxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxxxx xxxxx Xxxxxx xxxxxxxxx xxxxx Xxxxxxx xxxxxxx xxxxxxxxx Xxxxxx xxxxxxxxxx xxxxx Xxxxxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxx Xxxxxx Xxxxxxx Xxxxxxxxxx xxxxxx xxxxxxxxx xxxxxxx Xxxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxxx xxxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxxxx Xxxxx xxxxxxxxx Xxxxxxxx Xxxxxx Xxxxxxxx Xxxxxxxxx Xxxxxxxxx Xxxxxxx Xxxxxx Xxxxx Xxxxx xxxxxxxx xxxxxxx xxxxxxxxxx xxxxxxx Xxxxx Xxxxxxxx
7 Xxxxxxx xxxxxxxx xxxxxxxxxx Xxxxx xxxxx xxxxx Xxxxxx Xxxxxxxx xxxxx xxxxxxxx xxxxxx Xxxxxxxxxx Xxxxx Xxxxx xxxxxxxxx xxxxxx Xxxxxxx Xxxxx Xxxxxx Xxxxxxxxxx Xxxxx Xxxxxx xxxxxx Xxxxxxxxx xxxxxx xxxxxxxx xxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxxx xxxxxxxxx xxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxx xxxxx Xxxxxxxx Xxxxxx xxxxxxxx xxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxxxxx xxxxxx Xxxxxx Xxxxxx xxxxxx Xxxxxxx xxxxxxxx xxxxx xxxxxxxxx xxxxxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxxxxx xxxxxxx Xxxxxx xxxxx Xxxxx Xxxxxx Xxxxxxxxxx xxxxxx Xxxxxxxxx Xxxxxxxx Xxxxx Xxxxxxx Xxxxxx Xxxxx xxxxx xxxxxx xxxxxxxx xxxxxxxxx xxxxxxxx Xxxxxxxx xxxxxx xxxxx xxxxxx xxxxx Xxxxxxxxxx Xxxxx Xxxxxxxxx Xxxxx xxxxxxx xxxxxx xxxxx xxxxxx Xxxxxxxx xxxxxxx Xxxxxxxxxx xxxxxxx Xxxxxxxx xxxxxxxxx xxxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxxx xxxxxx Xxxxxx Xxxxxxxx xxxxx Xxxxxxxxx Xxxxxxx Xxxxxxxxxx xxxxx Xxxxxxxxx xxxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxxxxxx xxxxxxx xxxxx Xxxxxxxxxx Xxxxx xxxxxxx Xxxxxxxx Xxxxxx xxxxxxxxxx Xxxxx xxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxx xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxx Xxxxx xxxxx xxxxxxxxx xxxxxx xxxxxxxxxx xxxxx Xxxxxxx Xxxxxxxx xxxxxx Xxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxxx xxxxxxxxx xxxxxxxxxx Xxxxxx xxxxxxxxxx xxxxx xxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxx Xxxxx Xxxxxxxxxx xxxxx xxxxxxxx Xxxxxxx xxxxx xxxxxxxxxx Xxxxxx xxxxx Xxxxx xxxxxx Xxxxxxx Xxxxx xxxxxxxx xxxxxxxx xxxxxx Xxxxxxxx xxxxxx xxxxxx xxxxxxxx Xxxxx xxxxx Xxxxxxx xxxxx xxxxxxxxx xxxxx xxxxxxxxxx xxxxxxxx xxxxxx xxxxx Xxxxx Xxxxxxxxxx Xxxxxx xxxxxxxxx Xxxxxxxxx Xxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxxx Xxxxx xxxxxxx xxxxxxxx xxxxxx Xxxxxxxxxx xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxxx xxxxxxxxxx
8 xxxxxx xxxxxx xxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxx xxxxx Xxxxx Xxxxxxxx xxxxx Xxxxxxxx Xxxxxx xxxxxxx Xxxxxxx xxxxxxxx xxxxxxxxx xxxxx xxxxxx xxxxxxx Xxxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxx xxxxxxxx xxxxxxxxxx Xxxxx xxxxxxxx xxxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxx xxxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxxx xxxxx Xxxxxx Xxxxxxxx Xxxxxxx xxxxxxxx Xxxxxxx Xxxxxxxx Xxxxxx Xxxxxxx Xxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxx xxxxxxxxx xxxxxx Xxxxx xxxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxx xxxxxx xxxxxxxxx xxxxxxxx Xxxxxx xxxxxx xxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxx Xxxxxxx xxxxxxxx xxxxx xxxxxxxxxx Xxxxx xxxxx xxxxxxxxxx xxxxxxx xxxxx Xxxxxxx Xxxxxxxx xxxxxxx xxxxxxxxxx xxxxxxxxxx xxxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxx xxxxxx xxxxx Xxxxxxx xxxxxx xxxxx Xxxxxxx xxxxxxx Xxxxxxx Xxxxxxxxxx xxxxx xxxxxxxxxx Xxxxx xxxxx Xxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxx Xxxxx xxxxx xxxxxxxxx xxxxx xxxxxxxxxx xxxxxxxx xxxxxx Xxxxx Xxxxxxxx Xxxxx Xxxxx xxxxxxx Xxxxxxxx xxxxx Xxxxxxxxxx xxxxxxxx xxxxxx Xxxxxxxx xxxxxxx xxxxxx Xxxxxxx Xxxxxxxxx xxxxx xxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxx Xxxxxxxxx xxxxxxxx xxxxxxx Xxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxxx xxxxxxx xxxxxxxxxx Xxxxxx xxxxx xxxxxxxx Xxxxxxxx Xxxxxxxx Xxxxxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxxxxxx Xxxxxxxxx Xxxxx xxxxxx xxxxxxxxxx xxxxxxx Xxxxx Xxxxx Xxxxxxxxx xxxxxxxx xxxxxxx xxxxxxxxx xxxxx xxxxxxxx xxxxxx Xxxxxxx xxxxxxxx xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxxxxx Xxxxx xxxxxxx xxxxxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxxxx xxxxxxxx xxxxxxxx xxxxx xxxxxx xxxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxxx Xxxxx xxxxxx xxxxx Xxxxxxx xxxxxx xxxxxxx Xxxxxxxx Xxxxxx xxxxxx xxxxxx xxxxxxxxxx xxxxxx xxxxx Xxxxxxx Xxxxxxxxx xxxxx xxxxxxx xxxxxxx xxxxxxxxxx Xxxxx xxxxx Xxxxxx xxxxxxxx xxxxxx
9 Xxxxxxx xxxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxx Xxxxxxxxxx Xxxxx Xxxxxx Xxxxxx Xxxxxxx Xxxxxxx Xxxxxxxx xxxxxxx Xxxxxxx xxxxxx Xxxxxxxxx Xxxxxxx Xxxxxxx Xxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxxxx xxxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxx xxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxxx xxxxxx xxxxxxxxx xxxxx xxxxxxxxx xxxxxxx xxxxx xxxxx xxxxxxxx Xxxxxxxxx xxxxxxx xxxxxxx Xxxxxxxxx xxxxxxxx Xxxxx Xxxxxxx Xxxxxxx Xxxxxxx Xxxxxxxxxx xxxxxx Xxxxxx xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxx Xxxxxx xxxxxxxx Xxxxxxxxxx xxxxxxx xxxxxxx Xxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxxxx xxxxx Xxxxx Xxxxxxx xxxxxx xxxxxx xxxxxx xxxxxxx xxxxxxxx Xxxxxxx xxxxx xxxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx xxxxxxxxxx Xxxxx xxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxx xxxxx xxxxx xxxxxx xxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxxxxxx xxxxxx Xxxxxxxxx Xxxxxx xxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxx xxxxxxxxx Xxxxxxx Xxxxxxxxx Xxxxx Xxxxxxx Xxxxxxxxxx xxxxxxx Xxxxx xxxxxxxxxx xxxxxx xxxxx xxxxx xxxxxx Xxxxxxxx xxxxxx Xxxxxxxxx Xxxxxx xxxxxxxxxx Xxxxxxxx Xxxxxxxxxx xxxxxxxx xxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxx xxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxx Xxxxx Xxxxxxx Xxxxxxxxx xxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxxxx xxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxx xxxxx Xxxxxxxx Xxxxxx Xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxx xxxxx xxxxx Xxxxxx Xxxxxxxxx Xxxxxx xxxxxxxx Xxxxx Xxxxx Xxxxxxxxxx Xxxxxxxxxx xxxxxx xxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxxxxxx xxxxx xxxxxxx xxxxxxxx xxxxx xxxxxxxxx xxxxxxxxxx Xxxxxxx Xxxxx Xxxxxxxxxx Xxxxxxxxx xxxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxx Xxxxxx xxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxxx xxxxx Xxxxxxxx Xxxxxxxx Xxxxxxxx Xxxxxxx Xxxxxxxxxx
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Sign In To Preview Data
Volume
17K
companies
Data Quality
100%
population
Avail. Formats
.json, .xml, and .csv
File
Coverage
91
Countries
History
10
years

Data Dictionary

[Sample] news_top10.csv
Attribute Type Example Mapping
String Alphabet Inc. Company Name
String GOOGL Stock Ticker
String US02079K3059 ISIN
sedol
String BYVY8G0
industry
String Interactive Media and Services
gl_region
String United States and Canada
String United States Country Name
date
String 15/08/2022
year
Integer 2022
url
String https://www.theguardian.com/stage/2022/aug/15/you-have-to...
source_url
String https://www.theguardian.com
insider
String Lawrence Page
outsider
String The Vanguard Group
ceo
String Sundar Pichai
body_clean
String When Yuriko Kotani moved to the UK, she was confounded by...
title_clean
String You have to be 100 times funnier in Danish: the pitfalls ...
company_rel
Float 0.5
insider_rel
Integer 0
outsider_rel
Integer 0
ceo_rel
Integer 0
sentiment
Float 0.121742362
company_sentiment
Float 0.04
insider_sentiment
outsider_sentiment
ceo_sentiment
GHG_emissions_similarity
Float 0.004217414
GHG_emissions_sentiment
Air_quality_similarity
Integer 0
Air_quality_sentiment
Energy_management_similarity
Integer 0
Energy_management_sentiment
Water_wastewater_management_similarity
Float 0.000740523
Water_wastewater_management_sentiment
Waste_hazardous_management_similarity
Integer 0
Waste_hazardous_management_sentiment
Ecological_impact_similarity
Float 0.001375279
Ecological_impact_sentiment
Human_rights_community_similarity
Float 0.012947901
Human_rights_community_sentiment
Customer_privacy_similarity
Float 0.001539746
Customer_privacy_sentiment
Data_security_similarity
Float 0.001291008
Data_security_sentiment
Access_affordability_similarity
Integer 0
Access_affordability_sentiment
Product_quality_safety_similarity
Float 0.001782081
Product_quality_safety_sentiment
Customer_welfare_similarity
Float 0.002408929
Customer_welfare_sentiment
Selling_practices_product_label_similarity
Float 0.001459717
Labor_practices_similarity
Float 0.000728749
Labor_practices_sentiment
Modern_slavery_similarity
Integer 0
Modern_slavery_sentiment
Employee_health_safety_similarity
Float 0.005581424
Employee_health_safety_sentiment
Employee_engagement_diversity_similarity
Float 0.005901725
Employee_engagement_diversity_sentiment
Gender_equality_similarity
Integer 0
Gender_equality_sentiment
Product_design_lifecycle_similarity
Float 0.011952556
Product_design_lifecycle_sentiment
Business_model_resilience_similarity
Integer 0
Environmental_supply_chain_similarity
Float 0.009775088
Environmental_supply_chain_sentiment
Social_supply_chain_similarity
Integer 0
Social_supply_chain_sentiment
Materials_sourcing_efficiency_similarity
Float 0.012766541
Materials_sourcing_efficiency_sentiment
Physical_impacts_climate_change_similarity
Float 0.006423963
Physical_impacts_climate_change_sentiment
Governance_structures_similarity
Integer 0
Governance_structures_sentiment
Business_ethics_similarity
Integer 0
Business_ethics_sentiment
Competitive_behavior_similarity
Integer 0
Competitive_behavior_sentiment
Management_legal_regulatory_similarity
Integer 0
Management_legal_regulatory_sentiment
Risk_management_similarity
Integer 0
Risk_management_sentiment
Coronavirus_similarity
Float 0.002258277
Coronavirus_sentiment
Sustainable_Development_Goal_1_similarity
Float 0.008516639
Sustainable_Development_Goal_2_similarity
Float 0.002369609
Sustainable_Development_Goal_2_sentiment
Sustainable_Development_Goal_3_similarity
Float 0.004737271
Sustainable_Development_Goal_3_sentiment
Sustainable_Development_Goal_4_similarity
Float 0.007864386
Sustainable_Development_Goal_4_sentiment
Sustainable_Development_Goal_5_similarity
Float 0.012155766
Sustainable_Development_Goal_6_similarity
Float 0.00374642
Sustainable_Development_Goal_6_sentiment
Sustainable_Development_Goal_7_similarity
Float 0.002399584
Sustainable_Development_Goal_7_sentiment
Sustainable_Development_Goal_8_similarity
Float 0.013176175
Sustainable_Development_Goal_8_sentiment
Sustainable_Development_Goal_9_similarity
Float 0.005018624
Sustainable_Development_Goal_9_sentiment
Sustainable_Development_Goal_10_similarity
Float 0.004452601
Sustainable_Development_Goal_10_sentiment
Sustainable_Development_Goal_11_similarity
Float 0.002008527
Sustainable_Development_Goal_11_sentiment
Sustainable_Development_Goal_12_similarity
Float 0.015667952
Sustainable_Development_Goal_12_sentiment
Sustainable_Development_Goal_13_similarity
Float 0.003855009
Sustainable_Development_Goal_13_sentiment
Sustainable_Development_Goal_14_similarity
Float 0.001929291
Sustainable_Development_Goal_15_similarity
Float 0.002267753
Sustainable_Development_Goal_15_sentiment
Sustainable_Development_Goal_16_similarity
Float 0.009328917
Sustainable_Development_Goal_16_sentiment
Sustainable_Development_Goal_17_similarity
Float 0.002170527
Sustainable_Development_Goal_17_sentiment
Controversial_weapons_similarity
Integer 0
GHG_emissions_tag
Integer 0
Air_quality_tag
Integer 0
Energy_management_tag
Integer 0
Water_wastewater_management_tag
Integer 0
Waste_hazardous_management_tag
Integer 0
Ecological_impact_tag
Integer 0
Environmental_supply_chain_tag
Integer 0
Materials_sourcing_efficiency_tag
Integer 0
Physical_impacts_climate_change_tag
Integer 0
Sustainable_Development_Goal_2_tag
Integer 0
Sustainable_Development_Goal_6_tag
Integer 0
Sustainable_Development_Goal_7_tag
Integer 0
Sustainable_Development_Goal_9_tag
Integer 0
Sustainable_Development_Goal_11_tag
Integer 0
Sustainable_Development_Goal_12_tag
Integer 0
Sustainable_Development_Goal_13_tag
Integer 0
Sustainable_Development_Goal_14_tag
Integer 0
Sustainable_Development_Goal_15_tag
Integer 0
Human_rights_community_tag
Integer 0
Customer_privacy_tag
Integer 0
Data_security_tag
Integer 0
Access_affordability_tag
Integer 0
Product_quality_safety_tag
Integer 0
Customer_welfare_tag
Integer 0
Selling_practices_product_label_tag
Integer 0
Labor_practices_tag
Integer 0
Modern_slavery_tag
Integer 0
Employee_health_safety_tag
Integer 0
Employee_engagement_diversity_tag
Integer 0
Gender_equality_tag
Integer 0
Product_design_lifecycle_tag
Integer 0
Social_supply_chain_tag
Integer 0
Sustainable_Development_Goal_1_tag
Integer 0
Sustainable_Development_Goal_3_tag
Integer 0
Sustainable_Development_Goal_4_tag
Integer 0
Sustainable_Development_Goal_5_tag
Integer 0
Sustainable_Development_Goal_8_tag
Integer 0
Sustainable_Development_Goal_10_tag
Integer 0
insider_tag
Integer 0
outsider_tag
Integer 0
ceo_tag
Integer 0
Business_model_resilience_tag
Integer 0
Governance_structures_tag
Integer 0
Business_ethics_tag
Integer 0
Competitive_behavior_tag
Integer 0
Management_legal_regulatory_tag
Integer 0
Risk_management_tag
Integer 0
Coronavirus_tag
Integer 0
Sustainable_Development_Goal_16_tag
Integer 0
Sustainable_Development_Goal_17_tag
Integer 0
Controversial_weapons_tag
Integer 0
e_num_topics
Integer 0
s_num_topics
Integer 0
g_num_topics
Integer 0
GHG_emissions_string
Air_quality_string
Energy_management_string
Water_wastewater_management_string
Waste_hazardous_management_string
Ecological_impact_string
Environmental_supply_chain_string
Materials_sourcing_efficiency_string
Physical_impacts_climate_change_string
Sustainable_Development_Goal_2_string
Sustainable_Development_Goal_6_string
Sustainable_Development_Goal_7_string
Sustainable_Development_Goal_9_string
Sustainable_Development_Goal_11_string
Sustainable_Development_Goal_12_string
Sustainable_Development_Goal_13_string
Sustainable_Development_Goal_14_string
Sustainable_Development_Goal_15_string
Human_rights_community_string
Customer_privacy_string
Data_security_string
Access_affordability_string
Product_quality_safety_string
Customer_welfare_string
Selling_practices_product_label_string
Labor_practices_string
Modern_slavery_string
Employee_health_safety_string
Employee_engagement_diversity_string
Gender_equality_string
Product_design_lifecycle_string
Social_supply_chain_string
Sustainable_Development_Goal_1_string
Sustainable_Development_Goal_3_string
Sustainable_Development_Goal_4_string
Sustainable_Development_Goal_5_string
Sustainable_Development_Goal_8_string
Sustainable_Development_Goal_10_string
insider_string
outsider_string
ceo_string
Business_model_resilience_string
Governance_structures_string
Business_ethics_string
Competitive_behavior_string
Management_legal_regulatory_string
Risk_management_string
Coronavirus_string
Sustainable_Development_Goal_16_string
Sustainable_Development_Goal_17_string
Controversial_weapons_string
e_topics
s_topics
g_topics
Product Attributes
Attribute Type Example Mapping
String BP plc Company Name
URL
https://www.theguardian.com/business/2017/jan/25/oil-dema...
Body
Company predicts 100-fold rise in number of electric cars...
Title
Electric cars will not stem global demand for oil, says BP
Date
2017-01-25
Company Relevance
1.0
GHG Emissions Similarity
0.07
GHG Emissions Sentiment
-0.10

Description

We have built a cutting-edge news system to process the news for all our coverage in real-time. This involves tracking thousands of news sources, social media, and NGOs. We track around 50 ESG news topics including SASB themes and UN SDGs.
We can offer the news data in two formats: 1) News flow: all news flow for our company coverage including articles and tweets. 2) ESG Incidents: highlights any pressing issues that companies are facing in the news. 1) News flow --------------- Our system executes around 100,000 searches per day across the internet. We search specific websites deemed to be high-quality and informationally additive for news about our whole company coverage. These include: • Mainstream publications like Reuters, CNN, CNBC, NBC News etc. • NGO websites such as Ethical Consumer and Anti-Slavery International • Investigative journalist websites like MLex • National papers like the Japan Times • Trade publications like Insurance Journal • Sustainability publications like Edie.net Each article that we download goes through rigorous processing. This includes cleaning the body of the article and adding its metadata e.g., the date that it was published. We then calculate our proprietary “relevance” scores. This is a calculation to determine how relevant the article is to the company, CEO, biggest Insider and biggest Outsider. Natural Language Processing (NLP) techniques are used to calculate the similarity and sentiment scores for each article for each news topic. We use Twitter’s API to download the latest tweets from Thought Leader Accounts. We track over 100 Thought Leaders such as Ceres and Science Based Targets. These tweets are then searched to see if any of our company coverage is mentioned. Afterwards, the same processing and calculation steps are followed as for the news articles. 2) ESG Incidents ------------------- ESG Incidents is the second news feed that we display for users. It is designed to show any pressing issues that a company is facing in the news in real-time. To get ESG Incidents outputs we follow these steps: 1. Choose a time period of news to look at e.g., 3 months. 2. For each news topic (we have around 50) pick out the article(s) that have the highest relevance to a company and the highest similarity score over that time period. We multiply these two scores together to calculate an “Incidence Score”. 3. Calculate how many times that new topic has come up in the news over the chosen time period as a proportion of the total articles for that company. We are then able to see emerging trends and incidents for a particular company over a time period and also have the ability to see the most relevant articles for each news topic. This allows investors to see any emerging incidents or scandals for a company in real-time.

Country Coverage

Africa (16)
Botswana
Côte d'Ivoire
Egypt
Ghana
Kenya
Malawi
Mauritius
Morocco
Namibia
Nigeria
Réunion
Togo
Tunisia
Uganda
Zambia
Zimbabwe
Asia (25)
Bangladesh
China
Cyprus
Georgia
Hong Kong
India
Indonesia
Israel
Japan
Jordan
Kazakhstan
Korea (Republic of)
Kuwait
Lebanon
Macao
Malaysia
Mongolia
Pakistan
Philippines
Saudi Arabia
Singapore
Sri Lanka
Thailand
Turkey
Vietnam
Europe (37)
Austria
Belgium
Bulgaria
Croatia
Czech Republic
Denmark
Estonia
Finland
France
Germany
Gibraltar
Greece
Guernsey
Hungary
Iceland
Ireland
Isle of Man
Italy
Jersey
Liechtenstein
Lithuania
Luxembourg
Malta
Monaco
Netherlands
Norway
Poland
Portugal
Romania
Russian Federation
Serbia
Slovenia
Spain
Sweden
Switzerland
Ukraine
United Kingdom
North America (3)
Bermuda
Mexico
United States of America
Oceania (2)
Australia
New Zealand
South America (8)
Argentina
Bahamas
Brazil
Colombia
Jamaica
Peru
Trinidad and Tobago
Virgin Islands (British)

History

10 years of historical data

Volume

17,000 companies

Pricing

Free sample available
License Starts at
One-off purchase Not available
Monthly License
$1,000 / month
Yearly License
$10,000 / year
Usage-based Not available

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Quality

Self-reported by the provider
100%
population

Delivery

Methods
Email
REST API
Frequency
daily
weekly
monthly
quarterly
yearly
real-time
on-demand
Format
.json
.xml
.csv
.xls
.txt

Use Cases

ESG Investing
ESG Performance Analysis
Company Analysis

Categories

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Frequently asked questions

What is GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes?

We have built a cutting-edge news system to process the news for all our coverage in real-time. This involves tracking thousands of news sources, social media, and NGOs. We track around 50 ESG news topics including SASB themes and UN SDGs.

What is GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes used for?

This product has 3 key use cases. GaiaLens recommends using the data for ESG Investing, ESG Performance Analysis, and Company Analysis. Global businesses and organizations buy News Data from GaiaLens to fuel their analytics and enrichment.

Who can use GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes?

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

How far back does the data in GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes go?

This product has 10 years of historical coverage. It can be delivered on a daily, weekly, monthly, quarterly, yearly, real-time, and on-demand basis.

Which countries does GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes cover?

This product includes data covering 91 countries like USA, China, Japan, Germany, and India. GaiaLens is headquartered in United Kingdom.

How much does GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes cost?

Pricing for GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes starts at USD1,000 per month. Connect with GaiaLens to get a quote and arrange custom pricing models based on your data requirements.

How can I get GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes?

Businesses can buy News Data from GaiaLens and get the data via Email and REST API. Depending on your data requirements and subscription budget, GaiaLens can deliver this product in .json, .xml, .csv, .xls, and .txt format.

What is the data quality of GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes?

GaiaLens has reported that this product has the following quality and accuracy assurances: 100% population. You can compare and assess the data quality of GaiaLens using Datarade’s data marketplace.

What are similar products to GaiaLens News Data: real-time (refreshed daily), covers c.17,000 global publicly traded companies, tracks 50 ESG themes?

This product has 3 related products. These alternatives include Biodiversity Proximity Risk Data Nature ESG Data 14000+ companies IBAT Partnership GIST Impact, News Data Daily news data Web Scraping Data News & Article Data Easy to Integrate Pre-built AI & Automation 50% Cost Saving Free Sample, and GaiaLens ESG Scores: real-time (refreshed daily), covers c.17,000 global publicly traded companies. You can compare the best News Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Starts at
$1,000 / month
License Starts at
One-off purchase Not available
Monthly License
$1,000 / month
Yearly License
$10,000 / year
Usage-based Not available