samsonnicodemo314-cpu/Tanzania-Civic-Insights

Data Science portfolio project analyzing civic and democratic indicators in Tanzania using Python, SQL, SQLite, and survey data. # Tanzania Civic Insights ## Comparative Analysis of Civic and Democratic Indicators in Tanzania **Tanzania Civic Insights** is an end-to-end Data Science portfolio project analyzing selected civic and democratic indicators using national survey data from Tanzania. The project demonstrates a reproducible workflow covering **data preparation, exploratory analysis, statistical summaries, demographic comparisons, regional analysis, SQL analytics, data visualization, dashboard development, and technical reporting**. The analysis covers **2,400 survey respondents, 374 original variables, and 31 regions**, with selected comparisons across national, gender, education, and regional dimensions. --- ## 🔗 Quick Access | Resource | Link | | -------------------- | -------------------------------------------------------------------------------------------------------------- | | 🌐 **Live Demo** | Open Tanzania Civic Insights | | 💻 **Source Code** | View GitHub Repository | | 📊 **Dashboard** | View Dashboard Files | | 📓 **Notebook** | View Analysis Notebook | | 🗄️ **SQL Analysis** | View SQL Scripts | | 📄 **Report** | View Project Report | --- ## 📊 Project at a Glance | Component | Details | | ------------------------ | -------------------------------- | | **Project** | Tanzania Civic Insights | | **Domain** | Civic & Democratic Data Analysis | | **Respondents** | 2,400 | | **Original Variables** | 374 | | **Regions Analyzed** | 31 | | **Civic Indicators** | 5 | | **Programming Language** | Python | | **Database** | SQLite …