More reflexive and participatory monitoring of Science, Technology and Innovation

MultiObs is a São Paulo Excellence Chair (SPEC) research program led by Rodrigo Costas, funded by FAPESP and hosted at the Institute of Geosciences and the Department of Science and Technology Policy of UNICAMP. It addresses critical issues in STI indicators, data infrastructures, funding dynamics, and societal and policy engagement.

More about MultiObs

Federated Big Data Infrastructure

The largest available set of interconnected databases and analytical tools, supporting diverse data-driven questions on STI dynamics.

See the infrastructure

Four Thematic Branches

Research areas addressing pressing challenges in STI:

  • STI Funding and Workforce
  • Public Communication
  • Technology and Innovation
  • Science-Policy and Diplomacy in STI

Living Lab

Co-creating contextually relevant STI indicators with the 28 organizations that already support the program: industry, research groups, data providers, media, research funders and policy organizations.

News & Events

NewsSeptember 2026

MultiObs researchers take part in the 4th OECD Blue Sky Forum 2026

MultiObs marks its presence at the 4th OECD Blue Sky Forum on new frontiers in science, technology and innovation.

All news

A federated data infrastructure

The largest available set of interconnected datasets on research entities, bibliometrics, economics and intellectual property, federated to support diverse data-driven questions and open to researchers beyond the MultiObs team.

They are part of a UNICAMP research program that builds evidence for more effective monitoring of Science, Technology and Innovation, combining federated data infrastructures with participatory, multi-perspective approaches.

All datasets are published in the public Google BigQuery project multiobs and can be queried with SQL. MultiObs is also one of the contributing collections of ORION-DBs, which aims to make open research information combinable and actionable at scale.

MultiObs is one of 7 collections sharing the ORION-DBs infrastructure on Google BigQuery

Learn to work with the data

Recorded, hands-on training sessions on querying the datasets with SQL, working with them in Python, and using specific sources such as patent and FAPESP funding data.

Latest session

Using VOSviewer with SQL databases

In this video, Dr. Mariana Moretti introduces VOSviewer, a tool used to create and explore bibliometric and network visualizations. Using SQL databases as a source, the video demonstrates how to work with some of VOSviewer’s main functions and apply them in practice to analyze and visualize relationships within research data.

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Get Involved

MultiObs is built on collaboration. Tell us about your work, propose a partnership, or share your feedback with the team.

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