# Repository Structure This document outlines the organization of the IFVI Value Factors repository. ## Overview The repository contains value factors for converting environmental impacts into monetary terms, derived from the Global Value Factors Database (GVFD) released by the International Foundation for Valuing Impacts (IFVI). ## Directory Structure ``` ifvi_valuefactors_deriv/ ├── core-data/ # Primary data files - the essential content of the repository │ ├── by-policy-domain/ # Data organized by policy domains (climate, air quality, land use, waste) │ ├── by-region/ # Data organized by geographic regions (continents, economic zones) │ ├── by-impact-type/ # Data organized by environmental impact type │ └── aggregated/ # Consolidated datasets in multiple formats (CSV, JSON, Parquet) │ ├── documentation/ # All documentation related to the dataset │ ├── data-dictionary/ # Explanations of data fields and values │ ├── methodology/ # Documentation on IFVI methodologies │ ├── policy-briefs/ # Policy-oriented summaries and use cases │ └── technical-guides/ # Technical implementation guides │ ├── tools/ # Tools and utilities for working with the data │ ├── conversion/ # Scripts for data format conversion │ ├── analysis/ # Analysis scripts and notebooks │ └── visualization/ # Visualization tools and templates │ ├── examples/ # Example applications using the dataset │ ├── policy-analysis/ # Examples for policy analysis │ ├── economic-impact/ # Examples for economic impact assessment │ └── regional-comparison/ # Examples for regional comparisons │ ├── images/ # Images used in documentation │ ├── cards/ # Card images for visual representation │ └── graphics/ # Graphics and visual elements │ ├── resources/ # Additional resources and reference data │ └── internal/ # Internal repository management (not for public use) ├── archive/ # Archived files ├── backups/ # Backup files ├── mgmt/ # Repository management files └── private/ # Private instructions and notes ``` ## Data Organization for Policy and Governmental Users The core-data directory is organized to facilitate use by policy makers and governmental actors: 1. **By Policy Domain**: - Climate Policy: GHG emissions value factors - Air Quality Policy: Air pollution value factors - Land Use Policy: Land use and conversion value factors - Waste Management Policy: Waste value factors - Water Resource Policy: Water pollution and consumption value factors 2. **By Region**: - Continental regions - Economic zones (e.g., EU, OECD, G20) - Development status (e.g., developed, developing economies) 3. **By Impact Type**: - Health impacts - Ecosystem impacts - Economic impacts - Social impacts 4. **Aggregated Data**: - Complete datasets in multiple formats - Summary statistics and key indicators - Benchmark values for policy reference ## File Formats - **JSON**: Primary data format, suitable for programmatic access - **CSV**: Tabular format for spreadsheet applications and policy analysis - **Parquet**: Columnar storage format for efficient querying and big data analysis ## Version Information This repository contains Version 1 (October 15th, 2024) of the Global Value Factors Database.