MultiObs
The datasets here are part of a research project at the University of Campinas (UNICAMP) to develop a broad research program to create evidence and knowledge for more effective monitoring of Science, Technology, and Innovation (STI). The program addresses critical and contemporary issues in STI indicators and policy making, addressing pervasive challenges regarding data infrastructures, funding dynamics, and society and policy engagement with STI. We create a novel framework for STI monitoring that federates data infrastructures, and adopts participatory and multi-perspective approaches. We include data about research entities, bibliometrics, economics, intellectual property, among others.
Preprocessing code can be found at https://github.com/multiobs-ig-unicamp/.
plublicdb_badepi_dados_abertos
publicdb_badepi
publicdb_badepi_dados_abertos
publicdb_bluesky_citations
Description
Mentions of scientific works (identified by DOI) in public Bluesky posts. Each row represents a single public post containing a DOI. The table is compatible with OpenAlex through the
doi_url field, which follows the OpenAlex DOI URL format. The data was collected from a public snapshot on June 26, 2026, using the Bluesky Search API and Firehose.
publicdb_capes_dados_abertos
publicdb_fapesp_bv
publicdb_inep_dados_abertos
publicdb_openalex_2026_01_rm
publicdb_redalyc_2025_12
Description
Copy of insyspo.publicdb_redalyc_2025_12
publicdb_scielo_2024_rm
Description
Copy of insyspo.publicdb_scielo_2024_rm
publicdb_wikipedia_citations
Description
A dataset containing DOI citations extracted from Wikipedia articles in Portuguese, Spanish, and English, based on a snapshot from April 2026. It links scientific works to the Wikipedia pages in which they are cited, using the DOI as the join key. A normalized doi_url field compatible with the OpenAlex format is also included.