# CEQ Microsimulation Tool for Malawi
This repository contains a Shiny web application that implements the **Commitment to Equity (CEQ) Microsimulation Tool** for Malawi, developed by the World Bank's Poverty and Equity Global Practice for the Eastern and Southern Africa region.
## Overview
The CEQ Microsimulation Tool is an interactive dashboard that enables policymakers and researchers to analyze the distributional impact of fiscal policies in Malawi. The tool supports evidence-based policy analysis by simulating how changes in taxes, transfers, and subsidies affect poverty, inequality, and welfare distribution across different population groups.
**Live Application**: Malawi CEQ Microsimulation Tool
## Key Features
### Policy Simulation Capabilities
The tool allows users to simulate reforms across multiple fiscal policy instruments:
## shiny_app
Within this folder are scripts require for functioning of the profiles tool shiny app
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#### **Direct Taxes**
- **PAYE Income Tax**: Adjust tax rates across four income brackets
- **Corporate Income Tax**: Modify tax rates by sector (18 economic sectors) with options to remove exemptions for agriculture and electricity companies
#### **Indirect Taxes**
- **Value Added Tax (VAT)**: Set item-level VAT rates for various goods and services
- **Excise Taxes**: Configure excise tax rates for specific products (alcohol, tobacco, fuel, luxury goods)
#### **Government Transfers**
- **Direct Cash Transfers**: Government cash transfers and Farm Input Subsidy Programme (FISP)
- **Near-Cash Transfers**: 8 different programs including:
- Free maize transfers
- NFRA food aid
- MASAF public works
- Food/cash for work programs
- Education scholarships (secondary and tertiary)
- Other near-cash transfers
#### **Subsidies**
- **Electricity Subsidies**: Modify subsidized rates, consumption blocks, and firm allocation
- **Fuel Subsidies**: Adjust national fuel subsidy allocation as percentage of GDP
### Analysis Outputs
The …