seesus
seesus: a social, environmental, and economic sustainability classifier for Python - Published in JOSS (2024)
SDGdetector
SDGdetector: an R-based text mining tool for quantifying efforts toward Sustainable Development Goals - Published in JOSS (2023)
sdg-queries-evaluation-report
In this study we evaluate the accuracy of our Aurora SDG classification model version 5, to match research papers to the Sustainable Development Goals (SDG's) of the United Nations. The aim of this investigation is to be transparent about the accuracy of the model, because this model might get used in reporting and strategy analysis by University leadership. The measurements are based on a baseline, 'golden set', where researchers of the Aurora universities handpicked publications that relate to an SDG. We measured the Precision and Recall of the Aurora model, and relating it to our previous version of the model, and to the Elsevier SDG model.
sdg-strings
Search strings for finding SDG-related works per goal and target (python script, WoS search strategy)
tno.sdg.graph.gen.graphbin
TNO PET Lab - Synthetic Data Generation (SDG) - Graph - Generation - GraphBin
osdg-data
The OSDG Community Dataset (OSDG-CD) is a public dataset of thousands of text excerpts, validated by OSDG Community Platform (OSDG-CP) citizen scientists with respect to the Sustainable Development Goals (SDGs). The dataset is updated every quarter and published on Zenodo.
https://github.com/aurora-network-global/sdg-queries
This repository contains machine readable (xml) search queries (crafted from a controlled vocabulary), for the Scopus publication database, to find domain specific research output that are related to the 17 Sustainable Development Goals (SDGs). We invite enyone to improve the SDG queries further in a co-creation process.
taxonomy4good
Taxonomy4Good: a sustainability lexicon that provides the freedom to create custom taxonomies in addition to listed ESG and Sustainability Standards taxonomies.
osdg-tool
OSDG is an open-source tool that maps and connects activities to the UN Sustainable Development Goals (SDGs) by identifying SDG-relevant content in any text. The tool is available online at www.osdg.ai. API access available for research purposes.
tno.sdg.tabular.eval.utility-metrics
TNO PET Lab - Synthetic Data Generation (SDG) - Tabular - Evaluation - Utility Metrics