GlobalScope - High-Performance Analytics

import { GlobalScope } from '@stanlink/globio/gaming'
 
const analytics = new GlobalScope({
  apiKey: 'your-api-key',
  projectId: 'your-project-id'
})
 
// Track a custom event
await analytics.trackEvent('level_completed', {
  playerId: 'player123',
  level: 5,
  score: 9500,
  timeToComplete: 180000, // 3 minutes
  difficulty: 'normal',
  deaths: 2
})

// Player progression
await analytics.trackProgression('player123', {
  level: 10,
  experience: 15000,
  skillPoints: 25,
  unlockedAchievements: ['first-boss', 'level-10']
})
 
// Combat events
await analytics.trackEvent('combat_encounter', {
  playerId: 'player123',
  enemyType: 'dragon',
  outcome: 'victory',
  duration: 45000,
  damageDealt: 2500,
  damageTaken: 800,
  weaponUsed: 'legendary-sword'
})
 
// Economic events
await analytics.trackPurchase('player123', {
  itemId: 'health-potion',
  quantity: 5,
  currency: 'gold',
  amount: 50,
  playerLevel: 8,
  purchaseContext: 'pre-boss-fight'
})

// Session tracking
await analytics.trackEvent('session_start', {
  playerId: 'player123',
  platform: 'mobile',
  deviceType: 'iPhone 14',
  connectionType: 'wifi',
  gameVersion: '1.2.3'
})
 
// Feature usage
await analytics.trackEvent('feature_used', {
  playerId: 'player123',
  feature: 'inventory_management',
  duration: 30000,
  itemsManaged: 12,
  context: 'post-level-completion'
})
 
// Social interactions
await analytics.trackEvent('social_interaction', {
  playerId: 'player123',
  interactionType: 'friend_request_sent',
  targetPlayer: 'player456',
  context: 'post-match'
})

// Game performance
await analytics.trackEvent('performance_metric', {
  playerId: 'player123',
  metric: 'frame_rate',
  value: 58.5,
  level: 'forest-temple',
  deviceSpecs: {
    ram: '8GB',
    gpu: 'A15 Bionic',
    os: 'iOS 17.1'
  }
})
 
// Load times
await analytics.trackEvent('load_time', {
  screen: 'main_menu',
  duration: 2500,
  assetSize: '15MB',
  cacheHit: true
})

// Get real-time player count
const liveMetrics = await analytics.getLiveMetrics([
  'active_players',
  'concurrent_sessions',
  'revenue_today'
])
 
console.log('Active players:', liveMetrics.active_players)
console.log('Revenue today:', liveMetrics.revenue_today)
 
// Subscribe to live updates
const unsubscribe = analytics.subscribeLiveMetrics(['active_players'], (metrics) => {
  updateDashboard(metrics)
})

// Create custom dashboard
const dashboard = await analytics.createDashboard('Game Performance', {
  widgets: [
    {
      type: 'line_chart',
      title: 'Daily Active Users',
      metric: 'daily_active_users',
      timeRange: '30d'
    },
    {
      type: 'funnel',
      title: 'Player Progression',
      steps: ['tutorial_start', 'tutorial_complete', 'level_1_complete', 'level_5_complete']
    },
    {
      type: 'heatmap',
      title: 'Level Difficulty',
      xAxis: 'level_number',
      yAxis: 'completion_rate'
    }
  ]
})

// Track player journey
const playerJourney = await analytics.getPlayerJourney('player123', {
  timeRange: '7d',
  events: [
    'first_session',
    'tutorial_complete',
    'first_purchase',
    'level_10_reached',
    'friend_added',
    'guild_joined'
  ]
})
 
console.log('Player milestones:', playerJourney.milestones)
console.log('Time between events:', playerJourney.timeBetweenEvents)

// Analyze player retention
const retentionData = await analytics.getRetentionAnalysis({
  cohortType: 'weekly',
  startDate: '2024-01-01',
  endDate: '2024-01-31',
  segmentBy: ['acquisition_channel', 'player_level']
})
 
console.log('Day 1 retention:', retentionData.day1)
console.log('Day 7 retention:', retentionData.day7)
console.log('Day 30 retention:', retentionData.day30)

// Analyze A/B test results
const abTestResults = await analytics.getABTestResults('new_ui_test', {
  metrics: ['conversion_rate', 'session_length', 'retention_day7'],
  segments: ['new_players', 'returning_players'],
  confidenceLevel: 0.95
})
 
console.log('Test significance:', abTestResults.isSignificant)
console.log('Winner:', abTestResults.winner)
console.log('Improvement:', abTestResults.improvement)

// Revenue breakdown
const revenueAnalysis = await analytics.getRevenueAnalysis({
  timeRange: '30d',
  groupBy: ['product_category', 'player_segment'],
  metrics: ['total_revenue', 'arpu', 'arppu', 'conversion_rate']
})
 
console.log('Total revenue:', revenueAnalysis.total_revenue)
console.log('ARPU:', revenueAnalysis.arpu)
console.log('Top products:', revenueAnalysis.topProducts)

// Identify churn patterns
const churnAnalysis = await analytics.getChurnAnalysis({
  timeRange: '90d',
  churnDefinition: 'no_activity_7d',
  segments: ['free_players', 'paying_players'],
  features: ['session_frequency', 'social_connections', 'progression_rate']
})
 
console.log('Churn rate:', churnAnalysis.churnRate)
console.log('Risk factors:', churnAnalysis.riskFactors)
console.log('Retention strategies:', churnAnalysis.recommendations)