Alternative ESG Score
Alternative Data to integrate sustainability in investment decisions.
FinScience daily retrieves news content from the web. About 1.5 million web pages are visited every day on about 35.000 different domains. The content of these pages is extracted, interpreted and analysed to identify valuable information and sources. The FinScience’s news data pipeline can be divided into 3 steps, depicted below:
This phase involves the collection of data from different web sources: websites, social network pages, news or blogs.
At this stage, Natural Language Processing (NLP) methods are carried out.
Data analysis and enrichment
Once the topics covered have been identified, the data are analysed, normalised and enriched to obtain further metrics.