in focus of attention

Shifting Spotlights

How Global Media Attention Changes During Crises

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The Lens Through Which We See

Every day, global conflicts shape our perception of the world. But which crises get attention—and which are forgotten—varies dramatically.

This project analyzes UCDP (Uppsala Conflict Data Program), one of the most comprehensive datasets of organized violence worldwide, to explore patterns in global conflict from 1989 to 2024.

We examine conflict events, fatalities, and regional distributions to reveal how some crises dominate headlines while others remain invisible.

-- Conflict Events
-- Years of Data
-- Countries Affected
Intro Visual
🌍 Global Overview

Global Conflict Fatalities in Context

This visualization shows the overall fatalities of reported conflict events across the globe over the dataset’s full timeline. We focus on a set of major conflicts, each representing a significant humanitarian tragedy with long-lasting consequences.

In the following sections, we introduce baseline regional models for each selected conflict area. These baselines provide context and help demonstrate why the chosen conflicts stand out as particularly severe within their regions.

We then place conflicts that overlap in time side by side and compare them along two dimensions: media coverage (measured by the number of reported events) and average casualties per event, used here as a proxy for severity.

The comparison reveals a striking pattern: in several cases, conflicts characterized by higher average lethality and total fatalities received less media attention than contemporaneous conflicts with lower severity. This contrast highlights potential imbalances in how global conflicts are reported and perceived.

📊 Regional Baselines

West Africa: The Forgotten Civil Wars

Between 1989 and 2004, West Africa experienced devastating civil wars that reshaped the region. This visualization shows how conflict events were distributed across the region.

The Data: Sierra Leone and Liberia together account for 66% of all documented conflict events in the region—yet their stories were told very differently by international media.

Click on any slice to isolate that country. Hover for detailed statistics.

⚠️ Note: Highlighted countries (glowing slices) are those we'll examine in depth for media coverage bias.

📊 Regional Baselines

The Balkans: Europe's Bloodiest Decade

The breakup of Yugoslavia (1989-2000) produced Europe's deadliest conflicts since World War II. The distribution of violence tells a stark story.

Dominance: Bosnia-Herzegovina alone accounts for an extraordinary 86.4% of all documented events—making it one of the most concentrated conflicts in our dataset.

This concentration meant intense Western media focus, with journalists able to cover the conflict from relatively accessible European locations.

📊 Regional Baselines

Central Africa: The "Forgotten" Continent

From 2000 to 2024, Central Africa has been home to some of the world's deadliest conflicts—yet they receive a fraction of the media coverage.

The Numbers: DR Congo (Zaire) dominates with 54% of events. The Second Congo War (1998-2003) and ongoing Kivu conflicts have killed millions, yet remain largely invisible to Western audiences.

⚠️ Media Gap: Despite comparable or higher death tolls than better-known conflicts, Central African crises struggle for international attention.

📊 Regional Baselines

The Middle East: Disproportionate Focus

From 2010 to 2024, the Middle East has dominated global headlines. But look at how coverage aligns—or doesn't—with actual conflict intensity.

The Paradox: Syria accounts for a staggering 80% of regional events. Meanwhile, Yemen—highlighted here—represents only 4.9% of events despite being called the world's worst humanitarian crisis.

This disparity between event documentation and humanitarian impact reveals how media attention shapes our perception of crises.

📊 Regional Baselines

South Asia: Pre-9/11 Landscape

Before 2001 transformed global attention on the region, South Asia (1989-2000) had a very different conflict landscape.

Surprising Distribution: India leads with 46% of events (Kashmir, Punjab insurgencies), while Afghanistan—later the focus of a 20-year war—accounts for just 19.5% during this period.

The post-9/11 shift would completely reshape how the world perceived this region.

📊 Regional Baselines

Southeast Asia: Myanmar's Tragedy

In recent years (2010-2024), Southeast Asia's conflict landscape has been dominated by one country's descent into crisis.

Concentrated Crisis: Myanmar accounts for 66% of regional events. The Rohingya genocide and 2021 military coup have made it one of the world's most pressing humanitarian emergencies.

The 2021 coup briefly captured global attention—but has Myanmar received sustained coverage proportional to its crisis?

🌍 Africa Deep Dive

The Real Severity: Casualties per Event

Now let's look at the intensity of these conflicts—average casualties per documented event. This reveals a shocking disparity.

The Paradox: Despite receiving less media coverage, Liberia's conflicts were consistently 3-6× deadlier per event than Sierra Leone's. The dashed lines show each country's average over the entire period.

In 1996, Liberia averaged 99 casualties per event—nearly 10× higher than Sierra Leone's 9.4. Yet Sierra Leone dominated the headlines.

⚠️ Why the gap? Media infrastructure, journalist access, geopolitical interests, and narrative simplicity all influence which conflicts receive attention—often independent of actual human cost.

🌍 Africa Deep Dive

Case Study: The Coverage Gap

The West African civil wars of the 1990s reveal a stark truth about media bias. Two neighboring countries, two devastating conflicts—but vastly different documentation.

Look at the numbers: Sierra Leone consistently had more documented events than Liberia, suggesting greater media attention. But does more coverage mean more severe conflict?

Hover over data points to explore the numbers behind each year.

⚠️ Data Source: Uppsala Conflict Data Program (UCDP) GED dataset, which records documented violent events with fatality estimates.

Modern Contrast

The Shifting Spotlight: Yemen vs Myanmar

This pattern of unequal attention isn't just historical—it continues today. Compare Yemen's ongoing civil war (since 2015) with Myanmar's military coup (2021).

The Pattern: The top panel shows casualties per event— Yemen's conflict is consistently deadlier, with events averaging 10-30 deaths each. Myanmar's reported events, while numerous after 2021, tend to be smaller scale.

The highlighted zone (2021-2024) shows when media attention shifted dramatically to Myanmar despite Yemen's higher intensity.

Modern Contrast

Total Human Cost: The Stacked View

This stacked area chart shows the total deaths per year, revealing the cumulative human cost of both conflicts.

The Disparity: Between 2021-2024, Yemen suffered nearly 3× more deaths than Myanmar. Yet the 2021 coup dominated international headlines while Yemen faded from view.

⚠️ Why does this happen? Coups are "newsworthy events" with clear narratives and dramatic imagery. Protracted conflicts become normalized, suffering from "compassion fatigue."

📜 Historical Parallel

The 1990s: Europe vs. Central Asia

The same coverage disparity existed decades earlier. Compare the Bosnian War (1992-1995)—which dominated Western headlines—with Afghanistan's civil war during the same period.

The Pattern: The top panel shows casualties per event— Afghanistan's conflicts were 7.6× deadlier per event (34.3 vs 4.5 average). Yet Bosnia dominated news coverage.

The bottom panel shows event frequency: Bosnia had 10× more documented events.

📜 Historical Parallel

Total Human Cost: The Stacked View

This stacked area chart shows the total deaths per month, revealing the cumulative human cost of both conflicts.

The Data Reveals: Though the number of total casualities in Afghanistan is lower than Bosnia from 1992-1995, but this indicates that the average casuality for Afghanistan is more but got less media coverage per event. After 1995 the casualties in Afghanistan were always higher

⚠️ Geographic proximity matters: Bosnia's location in Europe meant more Western journalists, more familiar narratives, and more sustained attention—regardless of relative severity per event.

Methodology

Understanding how we collected, processed, and visualized this data is essential for interpreting the results critically.

Data Sources

UCDP (Uppsala Conflict Data Program) is one of the world's most comprehensive datasets on organized violence. It tracks state-based conflicts, non-state conflicts, and one-sided violence globally since 1989.

  • GED (Georeferenced Event Dataset): Individual conflict events with precise locations
  • Fatality Estimates: Best estimates of deaths per event
  • Actor Information: Details on parties involved in each conflict

Important: UCDP data may undercount events in regions with limited documentation or ongoing active conflicts.

Data Processing Pipeline

Raw UCDP data undergoes several transformations before visualization:

  1. Extraction: Notebook scripts retrieve relevant events, filtered by date range and quality thresholds
  2. Cleaning: Remove duplicates, handle missing values, normalize source names
  3. Aggregation: Calculate metrics at source, region, and time period levels
  4. Metric Computation: Derive sentiment scores, coverage indices, and bias indicators
  5. Export: Output JSON/CSV files optimized for web visualization

Limitations & Caveats

This analysis has significant limitations that must be acknowledged:

  • Documentation Gaps: UCDP data coverage varies by region; some conflicts may be underreported due to access limitations
  • Automated Processing: Event extraction and sentiment analysis use algorithms that can misclassify content
  • Temporal Gaps: Coverage may be inconsistent for certain periods or regions
  • Definitional Ambiguity: "Bias" is contested; our metrics operationalize one interpretation
  • Correlation ≠ Causation: Patterns don't reveal why outlets make editorial decisions

About This Project

Project Context

This visualization project was developed as part of the Data Visualization course at the University of Genova (2025-2026).

Our goal is to make complex media analysis accessible and to encourage critical thinking about news consumption. We believe transparency about methodology and limitations is essential for responsible data journalism.

Acknowledgments

  • UCDP (Uppsala Conflict Data Program) for providing comprehensive conflict event data
  • University of Genova for the academic framework and guidance
  • Course instructors and teaching assistants for their feedback and support

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