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 serve global funds, corporations, banks and brokerages in over 25 countries
We look forward to visiting with friends at these upcoming events:
Please contact us ([email protected]) to schedule a meeting.
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.
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.
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.
Please join our webinar on “How news and social media data explain market behavior” with Refinitiv on Wednesday Oct 12th at 3pm ET.
The popular press is abuzz with articles about AI's transformation of investing, financial research and analysis, and stock market forecasting. At MarketPsych we work in the field of AI with large language models (LLMs) including chatGPT, and in today’s newsletter we explain some LLM trading basics as well as our own successful AI agent designed for stock price forecasting. To illustrate the value of AI in investing, we'll start with the human weaknesses it is designed to exploit…
Investing on fear
AI vs AGI
chatGPT is a non-sentient model (it's not conscious), and there is a big gap between it and the type of artificial general intelligence (AGI) described in the Fear Index. As physicist David Deutsch noted: “AI [artificial intelligence] has nothing to do with AGI [artificial general intelligence]. It’s a completely different technology, and it is in many ways the opposite of AGI … An AGI can do anything, whereas an AI can only do the narrow thing that it’s supposed to do.”