Add sensor setup analytics tracking

Implemented comprehensive analytics system for tracking sensor setup process
including scan events, setup steps, and completion metrics.

Features:
- Analytics service with event tracking for sensor setup
- Metrics calculation (success rate, duration, common errors)
- Integration in add-sensor and setup-wifi screens
- Tracks: scan start/complete, setup start/complete, individual steps,
  retries, skips, and cancellations
- Comprehensive test coverage

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

app/(tabs)/beneficiaries/[id]/add-sensor.tsx

@@ -13,6 +13,7 @@ import { Ionicons } from '@expo/vector-icons';
 import { SafeAreaView } from 'react-native-safe-area-context';
 import { router, useLocalSearchParams, useFocusEffect } from 'expo-router';
 import { useBLE } from '@/contexts/BLEContext';
+import { analytics } from '@/services/analytics';
 import {
   AppColors,
   BorderRadius,
@@ -37,13 +38,24 @@ export default function AddSensorScreen() {
   } = useBLE();
 
   const [selectedDevices, setSelectedDevices] = useState<Set<string>>(new Set());
+  const [scanStartTime, setScanStartTime] = useState<number | null>(null);
 
   // Select all devices by default when scan completes
   useEffect(() => {
     if (foundDevices.length > 0 && !isScanning) {
       setSelectedDevices(new Set(foundDevices.map(d => d.id)));
+
+      // Track scan completion
+      if (scanStartTime && id) {
+        analytics.trackSensorScanComplete({
+          beneficiaryId: id,
+          scanDuration: Date.now() - scanStartTime,
+          sensorsFound: foundDevices.length,
+          selectedCount: foundDevices.length,
+        });
       }
-  }, [foundDevices, isScanning]);
+    }
+  }, [foundDevices, isScanning, scanStartTime, id]);
 
   // Cleanup: Stop scan when screen loses focus or component unmounts
   useFocusEffect(
@@ -85,6 +97,12 @@ export default function AddSensorScreen() {
       // Clear any previous errors
       clearError();
 
+      // Track scan start
+      if (id) {
+        analytics.trackSensorScanStart(id);
+        setScanStartTime(Date.now());
+      }
+
       // Perform scan
       await scanDevices();
     } catch (error: any) {
@@ -109,6 +127,15 @@ export default function AddSensorScreen() {
 
     const devices = foundDevices.filter(d => selectedDevices.has(d.id));
 
+    // Track setup initiation
+    if (id && scanStartTime) {
+      analytics.trackSensorSetupStart({
+        beneficiaryId: id,
+        sensorCount: selectedCount,
+        scanDuration: Date.now() - scanStartTime,
+      });
+    }
+
     // Navigate to Setup WiFi screen with selected devices
     router.push({
       pathname: `/(tabs)/beneficiaries/${id}/setup-wifi` as any,

app/(tabs)/beneficiaries/[id]/setup-wifi.tsx

@@ -17,6 +17,7 @@ import { router, useLocalSearchParams } from 'expo-router';
 import * as Device from 'expo-device';
 import { useBLE } from '@/contexts/BLEContext';
 import { api } from '@/services/api';
+import { analytics } from '@/services/analytics';
 import * as wifiPasswordStore from '@/services/wifiPasswordStore';
 import type { WiFiNetwork } from '@/services/ble';
 import type {
@@ -112,6 +113,7 @@ export default function SetupWiFiScreen() {
   const [isPaused, setIsPaused] = useState(false);
   const setupInProgressRef = useRef(false);
   const shouldCancelRef = useRef(false);
+  const [setupStartTime, setSetupStartTime] = useState<number | null>(null);
 
   // Saved WiFi passwords map (SSID -> password)
   // Using useState to trigger re-renders when passwords are loaded
@@ -202,7 +204,27 @@ export default function SetupWiFiScreen() {
         ),
       };
     }));
-  }, []);
+
+    // Track step progress
+    if (id) {
+      const sensorIndex = sensors.findIndex(s => s.deviceId === deviceId);
+      const stepStatusMap: Record<SensorSetupStep['status'], 'started' | 'completed' | 'failed'> = {
+        pending: 'started',
+        in_progress: 'started',
+        completed: 'completed',
+        failed: 'failed',
+      };
+
+      analytics.trackSensorSetupStep({
+        beneficiaryId: id,
+        sensorIndex,
+        totalSensors: sensors.length,
+        step: stepName,
+        stepStatus: stepStatusMap[stepStatus],
+        error,
+      });
+    }
+  }, [id, sensors]);
 
   // Update sensor status
   const updateSensorStatus = useCallback((
@@ -394,9 +416,33 @@ export default function SetupWiFiScreen() {
     );
 
     if (allProcessed || shouldCancelRef.current) {
+      // Track setup completion
+      if (id && setupStartTime) {
+        const successCount = finalSensors.filter(s => s.status === 'success').length;
+        const failureCount = finalSensors.filter(s => s.status === 'error').length;
+        const skippedCount = finalSensors.filter(s => s.status === 'skipped').length;
+        const totalDuration = Date.now() - setupStartTime;
+
+        // Calculate average sensor setup time (only successful ones)
+        const successfulSensors = finalSensors.filter(s => s.status === 'success' && s.startTime && s.endTime);
+        const averageSensorSetupTime = successfulSensors.length > 0
+          ? successfulSensors.reduce((sum, s) => sum + (s.endTime! - s.startTime!), 0) / successfulSensors.length
+          : undefined;
+
+        analytics.trackSensorSetupComplete({
+          beneficiaryId: id,
+          totalSensors: finalSensors.length,
+          successCount,
+          failureCount,
+          skippedCount,
+          totalDuration,
+          averageSensorSetupTime,
+        });
+      }
+
       setPhase('results');
     }
-  }, [sensors, currentIndex, selectedNetwork, password, isPaused, processSensor]);
+  }, [sensors, currentIndex, selectedNetwork, password, isPaused, processSensor, id, setupStartTime]);
 
   // Start batch setup
   const handleStartBatchSetup = async () => {
@@ -422,6 +468,9 @@ export default function SetupWiFiScreen() {
       // Continue with setup even if save fails
     }
 
+    // Track setup start time
+    setSetupStartTime(Date.now());
+
     // Initialize sensor states
     const initialStates = selectedDevices.map(createSensorState);
     setSensors(initialStates);
@@ -441,6 +490,18 @@ export default function SetupWiFiScreen() {
   const handleRetry = (deviceId: string) => {
     const index = sensors.findIndex(s => s.deviceId === deviceId);
     if (index >= 0) {
+      const sensor = sensors[index];
+
+      // Track retry
+      if (id && sensor.error) {
+        analytics.trackSensorSetupRetry({
+          beneficiaryId: id,
+          sensorId: deviceId,
+          sensorName: sensor.deviceName,
+          previousError: sensor.error,
+        });
+      }
+
       setSensors(prev => prev.map(s =>
         s.deviceId === deviceId
           ? { ...s, status: 'pending' as SensorSetupStatus, error: undefined, steps: createInitialSteps() }
@@ -454,6 +515,18 @@ export default function SetupWiFiScreen() {
 
   // Skip failed sensor
   const handleSkip = (deviceId: string) => {
+    const sensor = sensors.find(s => s.deviceId === deviceId);
+
+    // Track skip
+    if (id && sensor?.error) {
+      analytics.trackSensorSetupSkip({
+        beneficiaryId: id,
+        sensorId: deviceId,
+        sensorName: sensor.deviceName,
+        error: sensor.error,
+      });
+    }
+
     setSensors(prev => prev.map(s =>
       s.deviceId === deviceId
         ? { ...s, status: 'skipped' as SensorSetupStatus }
@@ -482,6 +555,16 @@ export default function SetupWiFiScreen() {
           text: 'Cancel',
           style: 'destructive',
           onPress: () => {
+            // Track cancellation
+            if (id) {
+              analytics.trackSensorSetupCancelled({
+                beneficiaryId: id,
+                currentSensorIndex: currentIndex,
+                totalSensors: sensors.length,
+                reason: 'user_cancelled',
+              });
+            }
+
             shouldCancelRef.current = true;
             setupInProgressRef.current = false;
             // Disconnect all devices

services/__tests__/analytics.test.ts

@@ -0,0 +1,358 @@
+/**
+ * Analytics Service Tests
+ */
+
+import { analytics } from '../analytics';
+
+describe('Analytics Service', () => {
+  beforeEach(() => {
+    // Clear events before each test
+    analytics.clearEvents();
+    analytics.setEnabled(true);
+  });
+
+  describe('Basic Event Tracking', () => {
+    it('should track a generic event', () => {
+      analytics.track('test_event', { foo: 'bar' });
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1);
+      expect(events[0].name).toBe('test_event');
+      expect(events[0].properties).toEqual({ foo: 'bar' });
+      expect(events[0].timestamp).toBeGreaterThan(0);
+    });
+
+    it('should track events without properties', () => {
+      analytics.track('simple_event');
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1);
+      expect(events[0].name).toBe('simple_event');
+      expect(events[0].properties).toBeUndefined();
+    });
+
+    it('should not track events when disabled', () => {
+      analytics.setEnabled(false);
+      analytics.track('disabled_event');
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(0);
+    });
+  });
+
+  describe('Sensor Scan Events', () => {
+    it('should track sensor scan start', () => {
+      analytics.trackSensorScanStart('beneficiary_123');
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1);
+      expect(events[0].name).toBe('sensor_scan_start');
+      expect(events[0].properties).toEqual({ beneficiaryId: 'beneficiary_123' });
+    });
+
+    it('should track sensor scan completion', () => {
+      analytics.trackSensorScanComplete({
+        beneficiaryId: 'beneficiary_123',
+        scanDuration: 5000,
+        sensorsFound: 3,
+        selectedCount: 2,
+      });
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1);
+      expect(events[0].name).toBe('sensor_scan_complete');
+      expect(events[0].properties).toMatchObject({
+        beneficiaryId: 'beneficiary_123',
+        scanDuration: 5000,
+        sensorsFound: 3,
+        selectedCount: 2,
+      });
+    });
+  });
+
+  describe('Sensor Setup Events', () => {
+    it('should track setup start', () => {
+      analytics.trackSensorSetupStart({
+        beneficiaryId: 'beneficiary_123',
+        sensorCount: 2,
+        scanDuration: 5000,
+      });
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1);
+      expect(events[0].name).toBe('sensor_setup_start');
+      expect(events[0].properties).toMatchObject({
+        beneficiaryId: 'beneficiary_123',
+        sensorCount: 2,
+        scanDuration: 5000,
+      });
+    });
+
+    it('should track setup steps', () => {
+      analytics.trackSensorSetupStep({
+        beneficiaryId: 'beneficiary_123',
+        sensorIndex: 0,
+        totalSensors: 2,
+        step: 'connect',
+        stepStatus: 'started',
+      });
+
+      analytics.trackSensorSetupStep({
+        beneficiaryId: 'beneficiary_123',
+        sensorIndex: 0,
+        totalSensors: 2,
+        step: 'connect',
+        stepStatus: 'completed',
+      });
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(2);
+      expect(events[0].properties?.step).toBe('connect');
+      expect(events[0].properties?.stepStatus).toBe('started');
+      expect(events[1].properties?.stepStatus).toBe('completed');
+    });
+
+    it('should track setup step failures with error', () => {
+      analytics.trackSensorSetupStep({
+        beneficiaryId: 'beneficiary_123',
+        sensorIndex: 0,
+        totalSensors: 2,
+        step: 'wifi',
+        stepStatus: 'failed',
+        error: 'Connection timeout',
+      });
+
+      const events = analytics.getEvents();
+      expect(events[0].properties?.error).toBe('Connection timeout');
+    });
+
+    it('should track setup completion', () => {
+      analytics.trackSensorSetupComplete({
+        beneficiaryId: 'beneficiary_123',
+        totalSensors: 3,
+        successCount: 2,
+        failureCount: 1,
+        skippedCount: 0,
+        totalDuration: 45000,
+        averageSensorSetupTime: 15000,
+      });
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1);
+      expect(events[0].name).toBe('sensor_setup_complete');
+      expect(events[0].properties).toMatchObject({
+        totalSensors: 3,
+        successCount: 2,
+        failureCount: 1,
+        skippedCount: 0,
+        totalDuration: 45000,
+        averageSensorSetupTime: 15000,
+      });
+    });
+
+    it('should track retry attempts', () => {
+      analytics.trackSensorSetupRetry({
+        beneficiaryId: 'beneficiary_123',
+        sensorId: 'sensor_1',
+        sensorName: 'WP_123',
+        previousError: 'Connection failed',
+      });
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1);
+      expect(events[0].name).toBe('sensor_setup_retry');
+      expect(events[0].properties).toMatchObject({
+        sensorId: 'sensor_1',
+        previousError: 'Connection failed',
+      });
+    });
+
+    it('should track skip actions', () => {
+      analytics.trackSensorSetupSkip({
+        beneficiaryId: 'beneficiary_123',
+        sensorId: 'sensor_1',
+        sensorName: 'WP_123',
+        error: 'Connection failed',
+      });
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1);
+      expect(events[0].name).toBe('sensor_setup_skip');
+    });
+
+    it('should track cancellation', () => {
+      analytics.trackSensorSetupCancelled({
+        beneficiaryId: 'beneficiary_123',
+        currentSensorIndex: 1,
+        totalSensors: 3,
+        reason: 'user_cancelled',
+      });
+
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1);
+      expect(events[0].name).toBe('sensor_setup_cancelled');
+      expect(events[0].properties?.reason).toBe('user_cancelled');
+    });
+  });
+
+  describe('Event Filtering', () => {
+    beforeEach(() => {
+      analytics.track('event_a', { value: 1 });
+      analytics.track('event_b', { value: 2 });
+      analytics.track('event_a', { value: 3 });
+    });
+
+    it('should filter events by name', () => {
+      const eventAEvents = analytics.getEventsByName('event_a');
+      expect(eventAEvents).toHaveLength(2);
+      expect(eventAEvents[0].properties?.value).toBe(1);
+      expect(eventAEvents[1].properties?.value).toBe(3);
+    });
+
+    it('should return empty array for non-existent event name', () => {
+      const events = analytics.getEventsByName('non_existent');
+      expect(events).toHaveLength(0);
+    });
+
+    it('should filter events by time range', () => {
+      const now = Date.now();
+      const events = analytics.getEventsInRange(now - 1000, now + 1000);
+      expect(events).toHaveLength(3);
+    });
+
+    it('should return empty array for out-of-range queries', () => {
+      const now = Date.now();
+      const events = analytics.getEventsInRange(now - 10000, now - 5000);
+      expect(events).toHaveLength(0);
+    });
+  });
+
+  describe('Event Storage Management', () => {
+    it('should clear all events', () => {
+      analytics.track('event_1');
+      analytics.track('event_2');
+      expect(analytics.getEvents()).toHaveLength(2);
+
+      analytics.clearEvents();
+      expect(analytics.getEvents()).toHaveLength(0);
+    });
+
+    it('should trim events when exceeding max storage', () => {
+      // Create 1000 events (the max)
+      for (let i = 0; i < 1000; i++) {
+        analytics.track(`event_${i}`);
+      }
+      expect(analytics.getEvents()).toHaveLength(1000);
+
+      // Add one more - should trim oldest
+      analytics.track('event_1001');
+      const events = analytics.getEvents();
+      expect(events).toHaveLength(1000);
+      expect(events[0].name).toBe('event_1'); // First event was removed
+      expect(events[events.length - 1].name).toBe('event_1001'); // Last event is newest
+    });
+  });
+
+  describe('Sensor Setup Metrics', () => {
+    beforeEach(() => {
+      // Simulate successful setup
+      analytics.trackSensorSetupComplete({
+        beneficiaryId: 'beneficiary_1',
+        totalSensors: 3,
+        successCount: 3,
+        failureCount: 0,
+        skippedCount: 0,
+        totalDuration: 30000,
+        averageSensorSetupTime: 10000,
+      });
+
+      // Simulate partial failure
+      analytics.trackSensorSetupComplete({
+        beneficiaryId: 'beneficiary_2',
+        totalSensors: 2,
+        successCount: 1,
+        failureCount: 1,
+        skippedCount: 0,
+        totalDuration: 25000,
+      });
+
+      // Add some step failures
+      analytics.trackSensorSetupStep({
+        beneficiaryId: 'beneficiary_2',
+        sensorIndex: 1,
+        totalSensors: 2,
+        step: 'wifi',
+        stepStatus: 'failed',
+        error: 'Connection timeout',
+      });
+
+      analytics.trackSensorSetupStep({
+        beneficiaryId: 'beneficiary_2',
+        sensorIndex: 1,
+        totalSensors: 2,
+        step: 'wifi',
+        stepStatus: 'failed',
+        error: 'Connection timeout',
+      });
+
+      analytics.trackSensorSetupStep({
+        beneficiaryId: 'beneficiary_1',
+        sensorIndex: 0,
+        totalSensors: 3,
+        step: 'attach',
+        stepStatus: 'failed',
+        error: 'API error',
+      });
+    });
+
+    it('should calculate total setups', () => {
+      const metrics = analytics.getSensorSetupMetrics();
+      expect(metrics.totalSetups).toBe(2);
+    });
+
+    it('should calculate success rate', () => {
+      const metrics = analytics.getSensorSetupMetrics();
+      // 4 successful out of 5 total sensors = 80%
+      expect(metrics.successRate).toBe(80);
+    });
+
+    it('should calculate average duration', () => {
+      const metrics = analytics.getSensorSetupMetrics();
+      // (30000 + 25000) / 2 = 27500
+      expect(metrics.averageDuration).toBe(27500);
+    });
+
+    it('should calculate average sensors per setup', () => {
+      const metrics = analytics.getSensorSetupMetrics();
+      // (3 + 2) / 2 = 2.5
+      expect(metrics.averageSensorsPerSetup).toBe(2.5);
+    });
+
+    it('should identify common errors', () => {
+      const metrics = analytics.getSensorSetupMetrics();
+      expect(metrics.commonErrors).toHaveLength(2);
+      expect(metrics.commonErrors[0].error).toBe('Connection timeout');
+      expect(metrics.commonErrors[0].count).toBe(2);
+      expect(metrics.commonErrors[1].error).toBe('API error');
+      expect(metrics.commonErrors[1].count).toBe(1);
+    });
+
+    it('should handle empty metrics gracefully', () => {
+      analytics.clearEvents();
+      const metrics = analytics.getSensorSetupMetrics();
+      expect(metrics).toEqual({
+        totalSetups: 0,
+        successRate: 0,
+        averageDuration: 0,
+        averageSensorsPerSetup: 0,
+        commonErrors: [],
+      });
+    });
+
+    it('should filter metrics by time range', () => {
+      const now = Date.now();
+      const metrics = analytics.getSensorSetupMetrics(1000); // Last second
+      expect(metrics.totalSetups).toBe(2); // All events are recent
+    });
+  });
+});

services/analytics.ts

@@ -0,0 +1,260 @@
+/**
+ * Analytics Service
+ *
+ * Simple, lightweight analytics tracking for sensor setup and other app events.
+ * Logs events locally for now - can be extended to send to analytics platforms
+ * (Mixpanel, Amplitude, etc.) in the future.
+ */
+
+export interface AnalyticsEvent {
+  name: string;
+  timestamp: number;
+  properties?: Record<string, any>;
+}
+
+export interface SensorSetupStartProperties {
+  beneficiaryId: string;
+  sensorCount: number;
+  scanDuration?: number; // milliseconds
+}
+
+export interface SensorSetupProgressProperties {
+  beneficiaryId: string;
+  sensorIndex: number;
+  totalSensors: number;
+  step: 'connect' | 'unlock' | 'wifi' | 'attach' | 'reboot';
+  stepStatus: 'started' | 'completed' | 'failed';
+  error?: string;
+}
+
+export interface SensorSetupCompleteProperties {
+  beneficiaryId: string;
+  totalSensors: number;
+  successCount: number;
+  failureCount: number;
+  skippedCount: number;
+  totalDuration: number; // milliseconds
+  averageSensorSetupTime?: number; // milliseconds
+}
+
+export interface SensorScanProperties {
+  beneficiaryId: string;
+  scanDuration: number; // milliseconds
+  sensorsFound: number;
+  selectedCount: number;
+}
+
+class AnalyticsService {
+  private events: AnalyticsEvent[] = [];
+  private readonly maxStoredEvents = 1000;
+  private isEnabled = true;
+
+  /**
+   * Track a generic event
+   */
+  track(eventName: string, properties?: Record<string, any>): void {
+    if (!this.isEnabled) return;
+
+    const event: AnalyticsEvent = {
+      name: eventName,
+      timestamp: Date.now(),
+      properties,
+    };
+
+    this.events.push(event);
+    this.trimEvents();
+
+    // Log to console in development
+    if (__DEV__) {
+      console.log('[Analytics]', eventName, properties);
+    }
+  }
+
+  // === Sensor Setup Events ===
+
+  /**
+   * Track when user starts scanning for sensors
+   */
+  trackSensorScanStart(beneficiaryId: string): void {
+    this.track('sensor_scan_start', { beneficiaryId });
+  }
+
+  /**
+   * Track scan results
+   */
+  trackSensorScanComplete(properties: SensorScanProperties): void {
+    this.track('sensor_scan_complete', properties);
+  }
+
+  /**
+   * Track when batch setup begins
+   */
+  trackSensorSetupStart(properties: SensorSetupStartProperties): void {
+    this.track('sensor_setup_start', properties);
+  }
+
+  /**
+   * Track individual step progress
+   */
+  trackSensorSetupStep(properties: SensorSetupProgressProperties): void {
+    this.track('sensor_setup_step', properties);
+  }
+
+  /**
+   * Track setup completion
+   */
+  trackSensorSetupComplete(properties: SensorSetupCompleteProperties): void {
+    this.track('sensor_setup_complete', properties);
+  }
+
+  /**
+   * Track when user cancels setup
+   */
+  trackSensorSetupCancelled(properties: {
+    beneficiaryId: string;
+    currentSensorIndex: number;
+    totalSensors: number;
+    reason?: string;
+  }): void {
+    this.track('sensor_setup_cancelled', properties);
+  }
+
+  /**
+   * Track retry attempt
+   */
+  trackSensorSetupRetry(properties: {
+    beneficiaryId: string;
+    sensorId: string;
+    sensorName: string;
+    previousError: string;
+  }): void {
+    this.track('sensor_setup_retry', properties);
+  }
+
+  /**
+   * Track skip action
+   */
+  trackSensorSetupSkip(properties: {
+    beneficiaryId: string;
+    sensorId: string;
+    sensorName: string;
+    error: string;
+  }): void {
+    this.track('sensor_setup_skip', properties);
+  }
+
+  // === Utility Methods ===
+
+  /**
+   * Get all stored events
+   */
+  getEvents(): AnalyticsEvent[] {
+    return [...this.events];
+  }
+
+  /**
+   * Get events filtered by name
+   */
+  getEventsByName(eventName: string): AnalyticsEvent[] {
+    return this.events.filter(e => e.name === eventName);
+  }
+
+  /**
+   * Get events within time range
+   */
+  getEventsInRange(startTime: number, endTime: number): AnalyticsEvent[] {
+    return this.events.filter(
+      e => e.timestamp >= startTime && e.timestamp <= endTime
+    );
+  }
+
+  /**
+   * Clear all stored events
+   */
+  clearEvents(): void {
+    this.events = [];
+  }
+
+  /**
+   * Enable/disable tracking
+   */
+  setEnabled(enabled: boolean): void {
+    this.isEnabled = enabled;
+  }
+
+  /**
+   * Trim events array to max size (FIFO)
+   */
+  private trimEvents(): void {
+    if (this.events.length > this.maxStoredEvents) {
+      this.events = this.events.slice(-this.maxStoredEvents);
+    }
+  }
+
+  /**
+   * Get sensor setup metrics summary
+   */
+  getSensorSetupMetrics(timeRangeMs?: number): {
+    totalSetups: number;
+    successRate: number;
+    averageDuration: number;
+    averageSensorsPerSetup: number;
+    commonErrors: { error: string; count: number }[];
+  } {
+    const now = Date.now();
+    const startTime = timeRangeMs ? now - timeRangeMs : 0;
+
+    const setupEvents = this.getEventsInRange(startTime, now).filter(
+      e => e.name === 'sensor_setup_complete'
+    );
+
+    if (setupEvents.length === 0) {
+      return {
+        totalSetups: 0,
+        successRate: 0,
+        averageDuration: 0,
+        averageSensorsPerSetup: 0,
+        commonErrors: [],
+      };
+    }
+
+    const totalSetups = setupEvents.length;
+    let totalSuccess = 0;
+    let totalDuration = 0;
+    let totalSensors = 0;
+    const errorCounts: Record<string, number> = {};
+
+    setupEvents.forEach(event => {
+      const props = event.properties as SensorSetupCompleteProperties;
+      totalSuccess += props.successCount;
+      totalDuration += props.totalDuration;
+      totalSensors += props.totalSensors;
+    });
+
+    // Collect errors from step events
+    const stepEvents = this.getEventsInRange(startTime, now).filter(
+      e => e.name === 'sensor_setup_step' && e.properties?.stepStatus === 'failed'
+    );
+
+    stepEvents.forEach(event => {
+      const error = event.properties?.error || 'Unknown error';
+      errorCounts[error] = (errorCounts[error] || 0) + 1;
+    });
+
+    const commonErrors = Object.entries(errorCounts)
+      .map(([error, count]) => ({ error, count }))
+      .sort((a, b) => b.count - a.count)
+      .slice(0, 5);
+
+    return {
+      totalSetups,
+      successRate: totalSensors > 0 ? (totalSuccess / totalSensors) * 100 : 0,
+      averageDuration: totalSetups > 0 ? totalDuration / totalSetups : 0,
+      averageSensorsPerSetup: totalSetups > 0 ? totalSensors / totalSetups : 0,
+      commonErrors,
+    };
+  }
+}
+
+// Export singleton instance
+export const analytics = new AnalyticsService();