Mineral Facilities Analysis in Middle East & Africa

Overview

This project provides a comprehensive analysis of mineral facility locations, production capacity, and investment trends across the Middle East and Africa (MEA). The study examines key minerals, facility types, ownership structures, and identifies patterns in mining operations and investments across 167 countries.

Key Highlights

• 6,478 mineral facilities analyzed across MEA regions
• 670+ commodities tracked from extraction to processing
• Interactive dashboard for real-time data exploration
• Investment pattern analysis from major stakeholders
• Geospatial visualization of mining operations

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Table of Contents

1. Features
2. Project Objectives
3. Dataset Description
4. Directory Structure
5. Installation & Setup
6. Usage Guide
7. Key Analyses
8. Technology Stack
9. Data Insights
10. Contributing
11. License
12. Contact

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Features

🌍 Geographic Distribution

• Interactive maps displaying mineral facilities across MEA regions
• Filter by commodity, country, facility type, and operational status
• Visual clustering of mining operations by region

📊 Country-wise Analysis

• Top 15 countries ranked by facility count
• Total capacity and average capacity metrics per country
• Commodity diversity and investor count by nation

💎 Commodity Analysis

• Ranking of commodities by facility count
• Production capacity distribution
• Top 15 commodities visualization
• Multi-country commodity tracking

💰 Investment Patterns

• Top 15 main investors and their facility portfolios
• Investment diversity by country
• Investor presence analysis across regions
• Partnership and co-investment visualization

📈 Facility Status & Capacity

• Active vs. inactive facility distribution
• Capacity metrics by operational status
• Facility type breakdown
• Historical production trends

🎯 Advanced Filtering

• Multi-select filters for countries, commodities, and status
• Real-time data updates on selection
• Customizable data views

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Project Objectives

1. Analyze Distribution of Mineral Facilities: Map mining operations across different countries and regions
2. Examine Commodity Production Trends: Identify top commodities and their production capacities
3. Assess Investment Patterns: Explore main and secondary investors in mineral facility operations
4. Facility Status Evaluation: Determine active vs. inactive facilities and production potential
5. Strategic Recommendations: Provide insights for:
   • Governments and policymakers on investment-friendly policies
   • Mining companies on high-potential exploration sites
   • Investors on opportunity identification

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Dataset Description

Data Source

• File: MEA_Mineral_Facilities.csv (Primary dataset)
• Format: CSV (Comma-Separated Values)
• Encoding: ISO-8859-1
• Records: 6,478 mineral facility entries
• Time Period: 2003-2008

Key Columns

Column	Type	Description
position	Integer	Record position identifier
rec_id	Integer	Unique record ID
year	Integer	Year of data collection
country	String	Country where facility is located
commodity	String	Primary mineral commodity
location	String	Geographic location details
fac_name	String	Facility name
fac_type	String	Type of facility (Mine, Plant, etc.)
latitude	Float	Geographic latitude
longitude	Float	Geographic longitude
op_comp	String	Operating company
maininvest	String	Main investor(s) and ownership percentage
othinvest	String	Other investors
status	String	Operational status (Active, Inactive, etc.)
capacity	Numeric	Production capacity
units	String	Unit of capacity measurement

Data Quality

• Complete Fields: 6,478 records with valid coordinates
• Coverage: 15 Middle Eastern countries, 54 African countries
• Missing Values: Some optional fields (investor info, notes) contain nulls

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Directory Structure