Geopolitics: A Data Science Perspective
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To the New Frontiers
Preface
New Geopolitics
1
Introduction
2
The Big Players: Analyzing Traditional Geopolitical Powerhouses through Data
3
The New Big Players: Emerging Powers in a Data-Driven World
Geopolitical Landscapes
4
Political Landscapes: A Data Science View
5
The World’s Faiths: Religious Influence on Geopolitical Strategy
6
Population Patterns: Demographics and Geopolitical Power
7
Resource Allocation: Energy, Commodities, and Global Influence
Geopolitical Challenges
8
Global Inequality: Income Disparities and Their Geopolitical Consequences
9
The Digital Battlefield: Cybersecurity, Cyber Warfare, and Geopolitical Conflict
10
Climate Change: Environmental Stressors and Their Geopolitical Implications
11
Global Health: Pandemics and the Geopolitical Shifts in Public Health Policy
12
Terrorism and Insurgencies: Tracking Non-State Actors with Data Science
13
The New Geopolitics of Internal Conflict in Western Democracies
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14
Resilience of Global Supply Chains in a Geopolitical Age
15
Space: The New Geopolitical Frontier
16
Geopolitics of War
17
Geopolitics of Peace
18
The WTO and Regional Trade Agreements (RTAs)
Country Analysis
19
The United States of America
20
The Global Implications of U.S. Economic Retrenchment
Appendices
A
Mondo International
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Appendix: Advanced Mapping Techniques with Leaflet
Summary
References
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Code
13
The New Geopolitics of Internal Conflict in Western Democracies
14
Resilience of Global Supply Chains in a Geopolitical Age
Source Code
# To the New Frontiers