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Data for Progress on Climate Action: a Multilingual Machine Learning Analysis of the Global Stocktake

<p>Data to go with our submission to Climatic Change titled &quot;Progress on Climate Action: a Multilingual Machine Learning Analysis of the Global Stocktake&quot;.</p> <p>Dataset contains the embeddings (.zip with pickles) as well as the associated document items (idem), the most-closely associated keywords and paragraphs per topic in the final model (.xlsx), the reduced 2d embeddings with all selected paragraphs (.csv utf-8 encoded), as well as an overview with the meta-data per source (.csv utf-8 encoded).</p>

ShareScore

40/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship
4
Harmonization
4
Access
20
Reuse readiness
8
Engagement
4