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ReadMe file.txt
May 16, 2025 - Python code for a stratified random sampling of circular economy indicators
Plain Text - 5.0 KB - MD5: 9fb74b1159982db0ecb13f2992ffe34e
Sample_input_CE_indicator_list_input_2713_round_2.csv
May 16, 2025 - Python code for a stratified random sampling of circular economy indicators
Comma Separated Values - 118.2 KB - MD5: 27fc315139cbc9115409fe813029f40a
sample_output_stratified_sample_5percent.csv
May 16, 2025 - Python code for a stratified random sampling of circular economy indicators
Comma Separated Values - 10.7 KB - MD5: e3c21c64ef2b2b597ca9c45695620f16
User_manual.pdf
May 16, 2025 - Python code for a stratified random sampling of circular economy indicators
Adobe PDF - 71.3 KB - MD5: b06ce95c6752696bf1f50b1b524e7916
winpython_stratified_samplnig_for_expert_review_0.py
May 16, 2025 - Python code for a stratified random sampling of circular economy indicators
Python Source Code - 1.3 KB - MD5: 2017e151bfe889460e45963cce946d88
winpython_stratified_samplnig_for_expert_review_0.txt
May 16, 2025 - Python code for a stratified random sampling of circular economy indicators
Plain Text - 1.2 KB - MD5: 8294f2edad6de430d07b4ac1e9377305
Python code for hierarchical cluster analysis of detected R-strategies from rule-based NLP on 500 circular economy definitions
Mar 20, 2025
Barahmand Zahir, 2025, "Python code for hierarchical cluster analysis of detected R-strategies from rule-based NLP on 500 circular economy definitions", https://doi.org/10.23642/USN.28615652, DataverseNO, V1
DATASET MIGRATED FROM FIGSHARE: The dataset used in this analysis consists of 500 peer-reviewed circular economy (CE) definitions systematically collected from key academic sources. The definitions were processed using a rule-based NLP model to extract the presence of R-strategies (R0-R9), which operationalize circularity in CE frameworks. Each def...
Hierarchical cluster analysis of R-strategies.ipynb
Mar 20, 2025 - Python code for hierarchical cluster analysis of detected R-strategies from rule-based NLP on 500 circular economy definitions
Jupyter Notebook - 85.4 KB - MD5: 70481ef0c87641ea1c6214232f9ae6b8
Hierarchical cluster analysis of R-strategies.ipynb
Hierarchical cluster analysis of R-strategies.py
Mar 20, 2025 - Python code for hierarchical cluster analysis of detected R-strategies from rule-based NLP on 500 circular economy definitions
Python Source Code - 21.9 KB - MD5: 257ccac6531d00cfe6a681087d73c7bd
Hierarchical cluster analysis of R-strategies.py
Hierarchical cluster analysis of R-strategies.txt
Mar 20, 2025 - Python code for hierarchical cluster analysis of detected R-strategies from rule-based NLP on 500 circular economy definitions
Plain Text - 22.0 KB - MD5: e85af99b97313b8c5f79557efaba0e16
Hierarchical cluster analysis of R-strategies.txt
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