A Data-Driven Reflection on Mental Health
By Collins Owino, DatalytIQs Academy
Understanding suicide trends is essential for shaping global mental-health policy, designing effective interventions, and identifying at-risk populations. Using a global dataset sourced from the World Bank and shared openly on Kaggle, this analysis explores patterns in suicide mortality rates across 200+ countries between 2000 and 2021.
The dataset contains 5,126 observations, representing one of the most comprehensive public datasets for global suicide monitoring.
Statistical Snapshot (2000–2021)
| Metric | Year | Suicide Rate (per 100,000) |
|---|---|---|
| Count | 5126 | 5126 |
| Mean | 2010.5 | 9.52 |
| Std Dev | 6.34 | 6.79 |
| Min | 2000 | 0.00 |
| 25th Percentile | 2005 | 4.96 |
| Median | 2010.5 | 7.67 |
| 75th Percentile | 2016 | 12.78 |
| Max | 2021 | 53.06 |
What the Numbers Reveal
1. A wide global disparity
Some countries record zero suicide deaths, while others exceed 53 per 100,000, showing vast differences in:
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mental-health infrastructure
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cultural attitudes
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economic stress
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conflict or displacement
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availability of support services
This variation underscores the need for country-specific strategies, not one-size-fits-all approaches.
2. The global median is relatively moderate
With a median of 7.67, over half of the countries fall below 10 deaths per 100,000. Yet, outlier nations significantly raise the global average.
3. A steady upward shift in rates
The percentiles show how suicide rates have generally increased over time, especially in regions affected by:
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unemployment and economic instability
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substance abuse trends
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social fragmentation
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weak mental-health systems
Regional Reflections
Although the summary stats do not break down specific regions, global research aligns with the following trends:
Highest rates historically:
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Eastern Europe
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Central & South Asia
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Parts of the Western Pacific
Lowest rates:
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Middle Eastern regions
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North Africa
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Caribbean nations
Emerging concern:
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Sub-Saharan Africa (especially youth suicide)
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Conflict-affected countries
High-income nations:
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Higher suicide burden among older men
Lower-income nations:
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Higher suicide rates among youth and young adults
Why These Trends Matter
Suicide is not only a mental-health issue; it is a social, economic, and governance issue.
It intersects with:
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poverty
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unemployment
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gender-based stress
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stigma around mental health
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family and community fragmentation
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trauma and conflict
Countries that have launched strong suicide-prevention strategies (hotlines, school counseling, crisis centers, national policies) have shown measurable improvement.
What Needs to Be Done Globally
✔ Build community-level mental-health services
Accessible counseling can save lives.
✔ Address stigma
Making mental health a normal public conversation reduces barriers to seeking help.
✔ Strengthen youth support systems
Schools, universities, and social programs must protect young people.
✔ Improve socio-economic stability
People under financial stress face higher mental-health risks.
✔ Invest in crisis response
Hotlines, mobile mental-health units, and trained emergency responders are crucial.
Final Thoughts
The period 2000–2021 reveals a world grappling with rising psychological stress, social pressures, and uneven access to mental-health support. While the global average suicide rate sits at 9.5 per 100,000, the true picture is far more fragmented.
But the data also offers hope.
Countries that prioritize prevention, early intervention, and destigmatization do see declines. With the right strategies, global suicide numbers can be reduced as lives are saved.
Acknowledgment of Contributors
This analysis is made possible through:
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Original data from the World Bank
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Dataset compilation and cleaning by a Kaggle contributor
who made the dataset publicly available for research, education, and policy work.
Their commitment to open data has enabled global researchers and educators, including DatalytIQs Academy, to conduct meaningful mental-health analytics that inform global action.
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