US Highway Crash Patterns & Safety Insights
Analyzed NHTSA 2021 highway crash data to identify patterns, risks, and safety priorities.
| Database | Tool | Visualization |
|---|---|---|
| PostgreSQL | pgAdmin | Excel |
| Canva |
- PostgreSQL + pgAdmin (complex SQL queries)
- Excel (pivot tables, dashboards)
- Canva (executive presentations)
- ETL pipeline (raw data → insights)
High-Risk Conditions
✅ Clear weather: 24,757 crashes (highest)
✅ Non-intersection: 26,622 crashes
✅ Daytime peak 13:00: 2,166 crashes
Geographic Hotspots
✅ Texas: 3,513 highway crashes (#1)
✅ California: 3,484 highway crashes (#2)
Temporal Patterns
✅ Sunday: 6,339 crashes (highest)
✅ Urban highways: 57.5% (20,102 crashes)
Driver Factors
✅ DUI: 25.8% (9,121 highway crashes)
2021 Totals
✅ Crashes: 35,413 | Fatalities: 38,449
✅ Q4 peak: 9,561 crashes, 10,364 deaths
Ronald Ricardo Tambunan - Data Analyst | Balikpapan
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