Home / Repository / PRWP / RR_WLD_2025_477
PRWP

Reproducibility Package for Beyond Green Jobs: Advancing Metrics And Modelling Approaches For A Changing Labor Market

2026
Get Reproducibility Package
Reference ID
RR_WLD_2025_477
DOI
https://doi.org/10.60572/52n3-cz77
Author(s)
Penelope Mealy, Camilla Knudsen, Joris Bucker, Fernanda Senra de Moura
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Nov 18, 2025
Last modified
Mar 24, 2026
Page views
454
Downloads
24
Download related resources
Other Materials
README for the Reproducibility Package for Beyond Green Jobs: Advancing Metrics And Modelling Approaches For A Changing Labor Market
Download [PDF, 105.69 KB]
Reproducibility Verification for the Reproducibility Package for Beyond Green Jobs: Advancing Metrics And Modelling Approaches For A Changing Labor Market
Download [PDF, 142.96 KB]
Reproducibility Package for Beyond Green Jobs: Advancing Metrics And Modelling Approaches For A Changing Labor Market
Download [ZIP, 46.97 MB]
Download https://reproducibility.worldbank.org//catalog/402/download/1430
Zip preview
data_hash_report.csv
LICENSE.txt
Figure 1.ipynb
Figure 2.ipynb
Figure 4 prep 2.ipynb
Figure 4 prep.ipynb
Figure 4.ipynb
Figure 6 (left).ipynb
Figure 6 (right).ipynb
Figure 6 prep.ipynb
Figure 7.ipynb
Figure B1.ipynb
ag_data_2011.xlsx
education.xlsx
isco_soc_crosswalk.xls
oesm11in4.zip
field_descriptions.xlsx
national_M2018_dl.xlsx
nat4d_M2023_dl.xlsx
natsector_M2023_dl.xlsx
broaderRelationsOccPillar_en.csv
broaderRelationsSkillPillar_en.csv
ESCO dataset - v1.2.0 - classification - en - csv.zip
ISCOGroups_en.csv
occupationSkillRelations_en.csv
occupations_en.csv
skillGroups_en.csv
skillsHierarchy_en.csv
skills_en.csv
Which jobs are green - Granata Posadas.xlsx
ISCO_agriculture.xlsx
onet_bls_crosswalk.csv
soc_missing_isco_manual.csv
Green Occupations.xlsx
Green Task Statements.xlsx
Occupation Data.xlsx
readme.md
Task Statements.xlsx
Tasks to Green DWAs.xlsx
IWA Reference.xlsx
IWA Reference_30.xlsx
Tasks to DWAs.xlsx
Tasks to DWAs_30.xlsx
envir_bg.yml
main.py
Figure 4.png
Figure 6 (left).png
Figure 6 (right).png
figure_1.png
figure_2.png
Figure_7_car_manufacturing.png
Figure_7_oil_gas.png
figure_B1.txt
README.pdf
Reproduction_file_Figure_B2.xlsx
reproducibility_report_RR_WLD_2025_477.pdf
Back to Catalog