SDGdetector — Peer-reviewed • Rank 9.3 • Science 93%

SDGdetector: an R-based text mining tool for quantifying efforts toward Sustainable Development Goals - Published in JOSS (2023)

sdg-queries-evaluation-report • Rank 0.7 • Science 75%

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 • Rank 4.9 • Science 57%

Search strings for finding SDG-related works per goal and target (python script, WoS search strategy)

osdg-data • Rank 4.7 • Science 23%

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 • Rank 4.3 • Science 23%

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.

sustainbench • Rank 5.5 • Science 10%

osdg-tool • Rank 4.9 • Science 10%

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.

planetaryhdi • Science 67%

HDI Adjusted for Planetary Pressures

publicgoods-candidates • Science 23%

Registry for Digital Public Goods

trends.earth • Science 36%

trends.earth - measure land change

project-aaron-kipngeno • Science 18%

This project provide factors influencing households willingness to invest in sanitation facilities. the report was prepared for the data science for openwashdata course.