{
  "subject": "russia_ukraine",
  "analysis_date": "2026-04-07T20:28:30.601710+00:00",
  "summary": "Analysis of Russia-Ukraine War based on data from 5 collection sources. Current risk assessment: MODERATE.\n\nNews coverage: 65 articles collected from GDELT, RSS feeds, and NewsAPI.\n\nNASA FIRMS detected 1244 thermal hotspots, 7 near key strategic locations.\n\nOSINT: 35 GDELT GKG records, 12 military movement events. Average media tone: -3.96. Top conflict themes: KILL, DRONES, TERROR, PROTEST, TAX_TERROR_GROUP.\n\nMaritime intelligence: 29 events \u2014 2 naval/military, 4 shipping disruptions, 2 chokepoint events.",
  "risk_level": "moderate",
  "predictions": [
    {
      "event": "Increased operational activity at strategic sites in Eastern Europe",
      "likelihood": 85,
      "timeframe": "24-48 hours",
      "type": "strike",
      "evidence": [
        {
          "source": "NASA FIRMS",
          "detail": "7 hotspots near key locations out of 1244 total",
          "weight": 0.35
        }
      ],
      "confidence": "medium-high",
      "reasoning": "Thermal anomalies near strategic sites suggest heightened military or industrial activity."
    },
    {
      "event": "Maritime disruption likely to persist in Eastern Europe shipping lanes",
      "likelihood": 81,
      "timeframe": "1-2 weeks",
      "type": "maritime_disruption",
      "evidence": [
        {
          "source": "Maritime GDELT",
          "detail": "4 shipping disruption events",
          "weight": 0.25
        },
        {
          "source": "Maritime GDELT",
          "detail": "2 chokepoint events",
          "weight": 0.25
        }
      ],
      "confidence": "medium-high",
      "reasoning": "Multiple maritime disruption and chokepoint events indicate ongoing threat to commercial shipping."
    },
    {
      "event": "Continued military operations \u2014 use unconventional violence events dominant",
      "likelihood": 62,
      "timeframe": "1-7 days",
      "type": "escalation",
      "evidence": [
        {
          "source": "GDELT CAMEO",
          "detail": "12 military movement events detected",
          "weight": 0.3
        }
      ],
      "confidence": "medium-high",
      "reasoning": "GDELT CAMEO analysis detected 12 military movement events, indicating active force posture."
    },
    {
      "event": "Diplomatic channels active but overshadowed by combat operations",
      "likelihood": 55,
      "timeframe": "1-3 weeks",
      "type": "diplomatic",
      "evidence": [
        {
          "source": "GDELT GKG",
          "detail": "CEASEFIRE theme: 6 mentions",
          "weight": 0.25
        },
        {
          "source": "GDELT GKG",
          "detail": "KILL theme: 15 mentions",
          "weight": 0.25
        }
      ],
      "confidence": "medium",
      "reasoning": "Simultaneous ceasefire discussion and kill/military themes suggest parallel diplomatic and combat tracks."
    }
  ],
  "data_quality": {
    "news_freshness_hours": 2,
    "flight_coverage": "poor",
    "satellite_coverage": "good",
    "maritime_coverage": "good",
    "military_movement_events": 12,
    "osint_events_count": 35
  },
  "analysis_mode": "rule_based",
  "risk_score": 33.1
}