joyngereso/kenya-enterprise-survey-analysis

# 🇰🇪 Kenya Enterprise Survey 2025 — Statistical Analysis > **A data analysis portfolio project by Joy Ngereso** > Exploring business environment, gender representation, workforce composition, and financial access across Kenyan enterprises. --- ## 📌 Project Overview This project presents a comprehensive statistical analysis of the **Kenya Enterprise Survey 2025** dataset, conducted using **IBM SPSS Statistics v27**. The survey captures data from a nationally representative sample of formal-sector enterprises across Kenya's six regions. The analysis investigates: - 📍 Geographic distribution of establishments across Kenya's six regions - 🏢 Firm size distribution (Small, Medium, Large) - 👩‍💼 Gender representation in top management roles - 👩 Female workforce participation rates (computed & categorised) - 💳 Access to formal financial services and overdraft facilities - 🎓 Employee training practices by firm size --- ## 🛠️ Tools & Skills Demonstrated | Tool / Skill | Details | |---|---| | **Software** | IBM SPSS Statistics v27 | | **CTABLES** | Custom frequency & percentage tables | | **FREQUENCIES** | Descriptive statistics — mean, median, mode, SD, skewness, kurtosis | | **CROSSTABS** | Bivariate cross-tabulations across categorical variables | | **GGRAPH / GPL** | Bar charts & pie charts with custom colour schemes | | **COMPUTE** | Derived `women_perc` variable (% female employees) | | **RECODE** | Recoded continuous variable into ordinal groups | | **DESCRIPTIVES** | Summary statistics for computed variables | | **VALUE LABELS** | Applied descriptive labels to recoded variables | --- ## 📁 Repository Structure ``` kenya-enterprise-survey-analysis/ │ ├── data/ │ └── Kenya_Enterprise_Survey_2025_1.sav # SPSS dataset │ ├── syntax/ │ └── joy_kenya_survey_syntax.sps # Full SPSS syntax (reproducible) │ ├── output/ │ └── Output26.spv # SPSS output viewer file │ ├── report/ │ └── Kenya_Enterprise_Survey_Analysis_R …