evehasnaa/Maji-Ndogo-PART4

this is week 4 repo in alx data analytics journey with database mastirng # Maji Ndogo Water Project: From Insights to Action (Part 4) ## Project Overview This repository marks the final phase of the Maji Ndogo water resource project. After refining the data architecture and conducting forensic audits in previous phases, this section focuses on synthesizing the final strategic insights to drive data-backed decisions for infrastructure improvement. --- ## Key Insights & Executive Summary A comprehensive analysis of the consolidated data has revealed critical infrastructure challenges and behavioral patterns across Maji Ndogo: 1. **Rural Demographics:** The vast majority of water sources are located in rural areas, highlighting where infrastructure development is most urgently needed. 2. **The Shared Tap Crisis:** **43%** of the population relies on shared taps, with an alarming average of **2,000 people sharing a single tap**, causing severe access bottlenecks. 3. **Infrastructure Failures:** While **31%** of the population has water infrastructure installed in their homes, **45%** of those systems are currently **non-functional** due to broken pipes, pumps, and reservoirs. These failures are heavily concentrated in towns like *Amina*, the rural sectors of *Amanzi*, and specific areas across *Akatsi* and *Hawassa*. 4. **Contaminated Wells:** **18%** of the population relies on wells; however, **only 28% of these wells are clean**. The highest concentration of contaminated wells is found in *Hawassa*, *Kilimani*, and *Akatsi*. 5. **Queue Dynamics & Wait Times:** Citizens face exhausting wait times for water, averaging **more than 120 minutes**. * **Peak Days:** Queues are exceptionally long on **Saturdays**. * **Daily Patterns:** Wait times peak during the **mornings and evenings**. * **Off-Peak Days:** **Wednesdays and Sundays** experience the shortest queues. --- ## Project Journey & Repository Directory This project was executed across multiple phases, moving from initial database setup to advanced analy …