# Maji Ndogo: From Analysis to Action
Embark on a personal journey of growth with Maji Ndogo: From Analysis to Action, a groundbreaking project inspired by ExploreAI 2023. This innovative endeavor immerses me in a story-driven simulation, blending data analysis, leadership, and problem-solving skills. Focused on rejuvenating the drying Mto wa Matumaini – The River of Hope – I utilize a data-driven approach to tackle real-world challenges.
## Overview
Maji Ndogo: From Analysis to Action is a personal project aimed at addressing the water crisis in Maji Ndogo through comprehensive data analysis and strategic planning. Traversing four key parts, this project delves deeper into Maji Ndogo's water crisis, beginning with database exploration using SQL, progressing to clustering data, and ultimately charting a course for Maji Ndogo's water future.
## Key Features
- **SQL Database Exploration:** Clean and analyze a dataset of 60,000 records, honing SQL proficiency while exploring the water crisis data.
- **Data Clustering:** Uncover the magnitude of the water crisis by clustering data from disparate sources to formulate actionable insights.
- **Interactive Jupyter Notebooks:** Presented in Jupyter notebooks, offering an interactive space for executing SQL queries, storing results, and summarizing findings.
## Project Parts
### 1. Database Exploration with SQL
In this phase, dive into the dataset using SQL, cleaning and analyzing 60,000 records to gain insights into the water crisis in Maji Ndogo.
### 2. Data Clustering and Analysis
Progress to clustering data, weaving together disparate data sources to uncover the magnitude of the water crisis and formulate actionable insights.
### 3. Strategic Planning
Utilize the insights gained from data analysis to chart a course for Maji Ndogo's water future, addressing real-world challenges with strategic planning and leadership acumen.
### 4. Presentation and Reflection
Conclude the project by presenting findings and re …