1 min read Academic Paper

Modelling ESG with Twitter Data

The absence of a real-time E-S-G score among the existing providers has inspired our team to construct a model able to exploit the timeliness of Twitter data in order to score the ESG performance of more than 4000 companies around the world.
White Paper: Modelling ESG with Twitter Data
White Paper- Modelling ESG with Twitter Data. .pdf
2 MB
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Knowsis Case Study: Tracking the ESG Perfromance of Companies in Real-Time
Knowsis ESG Real-time.pdf
9 MB
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We have exciting news at ESGStack!

Throughout 2021 our team worked hard in close contact with several senior financial practitioners and AI company Knowsis to develop an innovative "ESG Real-time model".

The absence of a real-time E-S-G score among the existing providers has inspired our team to construct a model able to exploit the timeliness of Twitter data in order to score the ESG performance of more than 4000 companies around the world.

Please find attached the presentation on "Knowsis Real-time ESG model" that includes a summary of the results and a guideline to the methodology highlighted in the accompanying white paper "Modelling ESG with Twitter Data, From Text to Signal" - an exclusive empirical application realised by Dr Armando Marozzi (LSE), Head Data Science at Knowsis and Filippo Lanza, CIO of Numen Capital.

We would love to hear your feedback so please reply to this email or comment on the page if you have any questions.

Looking forward to hearing from you

The Knowsis Team

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