# **📚 Cyclone Freddy Education in Emergencies Analysis**
*Thyolo District, Malawi - March 2023*
## **🎯 Project Overview**
This repository contains a comprehensive analysis of **Cyclone Freddy's impact on Malawi's education sector**, with detailed focus on **Thyolo District** a blog based on ECW 2024 REPORT. The analysis was conducted for **UNICEF Education Cannot Wait (ECW)** to support evidence-based humanitarian response planning.
### **🔍 Key Objectives**
- Quantify education infrastructure damage nationally and in Thyolo District
- Estimate financial recovery needs for education sector
- Provide actionable recommendations for ECW programming
- Create reproducible analysis framework for future disasters
- Conduct qualitative coding on key EIE text ( coded file on repository)
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## **📊 Key Findings**
### **National Impact (16 Southern Region Districts)**
| Indicator | Value | Source |
|-----------|-------|--------|
| Schools Affected | 633 institutions (550 primary, 74 secondary, 9 colleges/universities) | PDNA |
| Learners Displaced | 724,709 (368,313 girls; 356,396 boys) | PDNA |
| Teachers Affected | 978 teachers (302 female) | PDNA |
| Financial Impact | US$42.09 million (damage: $30.2M, losses: $11.89M) | PDNA |
| Academic Days Lost | 25 days on average | PDNA/MoE |
### **Thyolo District (Verified Data)**
| Indicator | Value | Verification |
|-----------|-------|-------------|
| Schools Affected | 50 (43 primary, 7 secondary) | Fully Verified |
| Education Recovery Needs | US$1.78 million | PDNA |
| Displaced Persons | 3,759 people in 36 IDP camps | DoDMA |
| Infrastructure | All access roads to camps cut off | DoDMA Situation Report |
### **Critical Insight**
**Thyolo represents 7.9% of affected schools but requires only 4.2% of national recovery funds**, indicating higher cost-efficiency for ECW interventions.
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## **📁 Project Structure**
```
Thyolo_Cyclone_Freddy_EiE_Analysis/
│
├── 📓 Analysis_Notebooks/
│ ├── 01_cyclone_freddy_eie_analysis. …