This repository contains the Jupyter Notebooks required to calculate the Self-Sufficiency Index (SSI), International Trade Resilience Index (ITRI), and the overall Resource Availability Index (RAI).
Contents
Self-Sufficiency Index Calculation (SSIModeling.ipynb): This notebook covers the final computation of SSI for each country.
Self-Sufficiency Index Data Cleaning (SSI-DataCleaning.ipynb): Key steps include data acquisition, cleaning, and transformations
International Trade Resilience Index & Resource Availability Index Calculation (RAIModelling.ipynb): This notebook delves into the formulation of the ITRI, using various global metrics and their respective weights. Furthermore, it combines the SSI and ITRI to yield the RAI for each country. This comprehensive index aids in understanding a country's resilience and availability of resources, especially under challenging scenarios like a nuclear winter.
Data Sources:
R: U.S. Energy Information Administration (publisher): Sourced from: Natural Gas Data and Statistics - Catalog
P: U.S. Energy Information Administration (publisher): Sourced from: Natural Gas Data and Statistics - Catalog
C: U.S. Energy Information Administration (publisher): Sourced from: Natural Gas Data and Statistics - Catalog
CR: calculated from Martínez, J.B.G, Pearce, J.M, Throup, J., Cates, J., Lackner, M., Denkenberger, D.C. (2022) Methane Single Cell Protein: Potential to Secure a Global Protein Supply Against Catastrophic Food Shocks, Frontiers in Bioengineering and Biotechnology, 10. doi: 10:906704
GNI: The World Bank (publisher). Sourced from: GNI per capita, Atlas method (current US$) | Data (worldbank.org)
LPI: Sourced from: Arvis, J.F., Ojala, L., Wiederer, C., Shepherd, B., Raj, A., Dairabayeva, K., Kiiski, T. (2018) Connecting to compete 2018: Trade logistics in the global economy. World Bank, Washington, DC
ECOG: KOF Swiss Wconomic Instititute (publisher). Sourced from: https://ethz.ch/content/dam/ethz/special-interest/dual/kof-dam/documents/Globalization/2022/KOFGI_2022_public.xlsx
SCOG: KOF Swiss Wconomic Instititute (publisher). Sourced from: https://ethz.ch/content/dam/ethz/special-interest/dual/kof-dam/documents/Globalization/2022/KOFGI_2022_public.xlsx
Population: The World Bank (publisher) Sourced from: https://data.worldbank.org/indicator/SP.POP.TOTL
Figures
ITRI: https://zarishabbas.github.io/resource-availability/figures/ITRI.html
RAI: https://zarishabbas.github.io/resource-availability/figures/RAI.html
SSI: https://zarishabbas.github.io/resource-availability/figures/SSI.html