Zimbabwe export structure analysis 1990–2024, AfCFTA
# Zimbabwe's Export Basket to Southern Africa
**Long-Run Commodity Dependence, Corridor Geography, and Early AfCFTA Signals**
> Tafadzwa Mupingashato & Sphephelo P. Zubane
> Thabo Mbeki African School of Public and International Affairs, UNISA
> 2024
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## Overview
This repository contains the data, code, and outputs supporting the paper *Zimbabwe's Export Basket to Southern Africa: Long-Run Commodity Dependence, Corridor Geography, and Early AfCFTA Signals*.
The study examines the long-run evolution of Zimbabwe's intra-African export structure over **1990–2024**, with a focus on:
- Structural persistence in export composition (minerals, tobacco) and destination (South Africa)
- Product and destination concentration using the **Hirschman–Herfindahl Index (HHI)**
- Whether the early **AfCFTA** implementation phase (2019–2024) coincides with structural diversification
- The role of macro-financial constraints, commodity cycles, and corridor geography
**Key finding:** During the early AfCFTA window, exports to Africa increased in value but product and destination concentration did not decline sustainably — suggesting growth along the *intensive margin* rather than genuine diversification.
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## Repository Structure
```
zimbabwe-exports-afcfta/
│
├── data/
│ ├── raw/ # Original data from UN Comtrade and ITC Trade Map (HS-2/AG2 level)
│ └── processed/ # Cleaned and transformed datasets used in analysis
│
├── scripts/ # Data cleaning, indicator construction, and visualisation scripts
│
├── figures/ # All charts and figures as used in the paper
│
├── results/ # Output tables (HHI, top-product shares, extensive margin measures)
│
├── docs/ # Manuscript and supplementary materials
│
└── README.md
```
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## Data Sources
| Source | Description | Coverage |
|--------|-------------|----------|
| UN Comtrade | Bilateral trade flows at HS-2 level | 1990–2024 |
| ITC Trade Map | Ex …