Análise de Dados de Violência

📈 Time Series Analysis

Purpose: Track violence trends over time to identify patterns, seasonal variations, and emerging threats.

Use Case: Monitor effectiveness of peace interventions by comparing before/after incident rates.

🗺️ Geographic Distribution

Purpose: Visualize incident patterns across municipalities and administrative posts.

Use Case: Identify high-risk areas requiring focused attention and resource allocation.

🏷️ Incident Type Analysis

Purpose: Break down incidents by category (domestic violence, land disputes, electoral violence, etc.).

Use Case: Design targeted interventions for specific types of violence.

👥 Demographics Analysis

Purpose: Analyze perpetrator and victim demographics by age and gender.

Use Case: Develop targeted prevention programs for at-risk populations.

💥 Impact Assessment

Purpose: Measure severity and consequences of incidents.

Use Case: Prioritize response efforts and assess intervention effectiveness.

⚔️ Weapon Usage Analysis

Purpose: Track types of weapons involved in incidents.

Use Case: Inform policy decisions on weapon control and security measures.

Line Charts: Show trends over time

Bar Charts: Compare values across categories

Pie Charts: Show proportional breakdowns

Radar Charts: Compare multiple metrics simultaneously

Doughnut Charts: Highlight key categories

Stacked Charts: Show composition changes over time

Use data trends to inform national and local security policies and peace building strategies.

Deploy monitors and interventions based on data-driven identification of high-risk areas.

Identify emerging patterns that may indicate escalating tensions or conflicts.