Dataset of 500 circular economy definitions with extracted themes within and beyond R-strategies using rule-based NLP

Version 1.0
Barahmand Zahir, 2025, "Dataset of 500 circular economy definitions with extracted themes within and beyond R-strategies using rule-based NLP", https://doi.org/10.23642/USN.28615868, DataverseNO, V1
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This dataset comprises 500 peer-reviewed circular economy (CE) definitions, annotated with extracted themes within and beyond the R-strategies (R0–R9) using a rule-based Natural Language Processing (NLP) model. Each definition is accompanied by its publication year and reference source, enabling temporal analysis of CE conceptual evolution. The dataset includes:

Original CE definitions from academic sources
Publication year for temporal trend analysis

Reference information for citation tracking
Detected R-strategies (R0–R9) based on predefined keyword lists

Extracted themes beyond R-strategies (e.g., economic growth, social equity, eco-innovation)

The dataset supports statistical, thematic, and trend analyses of CE definitions, providing insights into integrating sustainability dimensions over time.


Subject Other
Keyword Circular economy, 10R-strategies, rule-based NLP
Related Publication 10.23642/usn.28615238doi: 10.23642/usn.28615238
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CC BY 4.0

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