Spotlight on current market sentiments
Applying behavioral economics to sustainable investment outcomes
A flexible AI-based natural language processing system to identify and score millions of companies, people, products, assets, locations, topics, and events from any type of raw text.
NLP processed data is collated in real time into time-series data feeds covering asset buzz, ESG controversies, financial and global events, emotions, and themes.
Alpha is extracted from sentiment feeds into simple daily signals, useful for price prediction and risk management.
The backbone of our research analytics
Scores are computed on a minutely basis for a variety of complex themes, sentiments, and sustainability topics using our proprietary natural language processing engine.
All major investable assets are tracked in local languages including global bonds and stock indices, ETFs, currencies, commodities, and cryptocurrencies. We map more than 100,000 global companies point-in-time to standard identifiers and industry codes.
Monitoring of millions of news articles, social media, NGO reports, transcripts, filings, and press releases in 13 languages with history back to 1998 and continuously updated.
We'd love to see you at BattleFin Data conference in Miami Jan 25th-27th, 2023! We'll be speaking Thursday morning about global macro forecasting with real-time media data.December 01, 2022
Look forward to seeing our friends at BattleFin Data Discovery Day in London, Dec 7th! We're speaking about the (controversial) ESG outlook for 2023.October 13, 2022
We're thrilled to announce our ESG data was voted by analysts and investors as the Best ESG sentiment data of 2022 in ESG Insights.October 12, 2022
Please join our webinar on “How news and social media data explain market behavior” with Refinitiv on Wednesday Oct 12th at 3pm ET.October 11, 2022
We're presenting new research with Mathworks (makers of Matlab) at their Annual conference on Oct 11-12thSeptember 27, 2022
Looking forward to seeing our friends at BattleFin Singapore and Token2049 Sep 28-29th!July 21, 2022
See you at the Oxford Sustainable Finance Summit 2022 where we are speaking on “NLP and The Share Price Impact of ESG Reports.”June 15, 2022
Looking forward to seeing our friends at BattleFin in NYC!
Brandes Investments' 2nd-Quarter Letter: How Being 'Purpose-Built for Value' Makes Brandes Different -- Sydnee Gatewood GurufocusJuly 24, 2022
She’s 17 and Has a Roth IRA. How Gen Z Is Handling Its First Bear Market. -- Sabrina Escobar BarronsMay 05, 2022
What News Sentiment Tells Us About Crypto Returns -- Christos A. Makridis Medium - DataDrivenInvestorApril 01, 2022
Mind the “S” in ESG -- Fouad Mehadi & Aviral Utkarsh NN Investment PartnersJanuary 16, 2022
Investment Social Media: What Hit the Headlines in 2021? -- Refinitiv PerspectivesDecember 23, 2021
U.S. Retail Q4 2021 Holiday Sales And 2022 Outlook -- Lipper Alpha Insight Seeking AlphaOctober 22, 2021
Media analytics tell carbon emissions story -- Richard Peterson Refinitiv PerspectivesSeptember 09, 2021
Quantitative Investing Gets Sentimental -- Grant Wong AGF Perspectives
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