Another interesting research usage of SN SciGraph: a team from AI company Expert Systems used our open dataset to study how to increase the accuracy of a machine learning-based classification engine for scientific content.

Access the anonymised raw data underlying our recent whitepaper

Recent white paper based on survey of >7,700 researchers worldwide

Poster based on research data whitepaper

An infographic highlighting the varied different types of files that can be considered 'research data'.

Poster on the Springer Nature project to standardise research data policies for our journals

These short videos cover a wide range of research data topics