Portfolio Details
Comprehensive quantitative analysis of 5,016 MSME manufacturing firms across Kenya, demonstrating expertise in data analysis, quantitative reasoning, and translating insights into actionable recommendations.
MEL Quantitative Case Study - Kenya MSME Manufacturing Analysis
A comprehensive analysis of 5,016 MSME firms in Kenya's manufacturing sector. This project demonstrates expertise in data analysis, quantitative reasoning, and translating insights into actionable recommendations.
Comprehensive quantitative analysis examining employment patterns, training effectiveness, and gender equity across Kenya's manufacturing sector. The study processed data from 5,016 firms to identify key drivers of MSME growth and employment generation.
Analyzing complex manufacturing data to understand employment patterns, assess training program effectiveness, and identify gender equity gaps across diverse industrial sectors. Required robust data cleaning and quality assessment to resolve 5 critical data issues.
Implemented comprehensive data analysis pipeline using Python and Power BI, creating interactive dashboards for stakeholder engagement. Developed 8-sector classification using ISIC codes and produced professional presentation with actionable recommendations for MSME development.
Key Findings
- 11,277 jobs generated across sample
- Training increases efficiency by 8.1%
- Female-owned firms: 39.8% of employment
- Food, Textiles, Wood dominate (62%)
- 8-sector ISIC classification
- 5,016 firms analyzed