Add shippedby to event feed

dashboard-server/ecosystem.config.cjs

@@ -1,189 +0,0 @@
-// ecosystem.config.js
-const path = require('path');
-const dotenv = require('dotenv');
-
-// Load environment variables safely with error handling
-const loadEnvFile = (envPath) => {
-  try {
-    console.log('Loading env from:', envPath);
-    const result = dotenv.config({ path: envPath });
-    if (result.error) {
-      console.warn(`Warning: .env file not found or invalid at ${envPath}:`, result.error.message);
-      return {};
-    }
-    console.log('Env variables loaded from', envPath, ':', Object.keys(result.parsed || {}));
-    return result.parsed || {};
-  } catch (error) {
-    console.warn(`Warning: Error loading .env file at ${envPath}:`, error.message);
-    return {};
-  }
-};
-
-// Load environment variables for each server
-const authEnv = loadEnvFile(path.resolve(__dirname, 'auth-server/.env'));
-const aircallEnv = loadEnvFile(path.resolve(__dirname, 'aircall-server/.env'));
-const klaviyoEnv = loadEnvFile(path.resolve(__dirname, 'klaviyo-server/.env'));
-const metaEnv = loadEnvFile(path.resolve(__dirname, 'meta-server/.env'));
-const googleAnalyticsEnv = require('dotenv').config({ 
-  path: path.resolve(__dirname, 'google-server/.env') 
-}).parsed || {};
-const typeformEnv = loadEnvFile(path.resolve(__dirname, 'typeform-server/.env'));
-
-// Common log settings for all apps
-const logSettings = {
-  log_rotate: true,
-  max_size: '10M',
-  retain: '10',
-  log_date_format: 'YYYY-MM-DD HH:mm:ss'
-};
-
-// Common app settings
-const commonSettings = {
-  instances: 1,
-  exec_mode: 'fork',
-  autorestart: true,
-  watch: false,
-  max_memory_restart: '1G',
-  time: true,
-  ...logSettings,
-  ignore_watch: [
-    'node_modules',
-    'logs',
-    '.git',
-    '*.log'
-  ],
-  min_uptime: 5000,
-  max_restarts: 5,
-  restart_delay: 4000,
-  listen_timeout: 50000,
-  kill_timeout: 5000,
-  node_args: '--max-old-space-size=1536'
-};
-
-module.exports = {
-  apps: [
-    {
-      ...commonSettings,
-      name: 'auth-server',
-      script: './auth-server/index.js',
-      env: {
-        NODE_ENV: 'production',
-        PORT: 3003,
-        ...authEnv
-      },
-      error_file: 'auth-server/logs/pm2/err.log',
-      out_file: 'auth-server/logs/pm2/out.log',
-      log_file: 'auth-server/logs/pm2/combined.log',
-      env_production: {
-        NODE_ENV: 'production',
-        PORT: 3003
-      },
-      env_development: {
-        NODE_ENV: 'development',
-        PORT: 3003
-      }
-    },
-    {
-      ...commonSettings,
-      name: 'aircall-server',
-      script: './aircall-server/server.js',
-      env: {
-        NODE_ENV: 'production',
-        AIRCALL_PORT: 3002,
-        ...aircallEnv
-      },
-      error_file: 'aircall-server/logs/pm2/err.log',
-      out_file: 'aircall-server/logs/pm2/out.log',
-      log_file: 'aircall-server/logs/pm2/combined.log',
-      env_production: {
-        NODE_ENV: 'production',
-        AIRCALL_PORT: 3002
-      }
-    },
-    {
-      ...commonSettings,
-      name: 'klaviyo-server',
-      script: './klaviyo-server/server.js',
-      env: {
-        NODE_ENV: 'production',
-        KLAVIYO_PORT: 3004,
-        ...klaviyoEnv
-      },
-      error_file: 'klaviyo-server/logs/pm2/err.log',
-      out_file: 'klaviyo-server/logs/pm2/out.log',
-      log_file: 'klaviyo-server/logs/pm2/combined.log',
-      env_production: {
-        NODE_ENV: 'production',
-        KLAVIYO_PORT: 3004
-      }
-    },
-    {
-      ...commonSettings,
-      name: 'meta-server',
-      script: './meta-server/server.js',
-      env: {
-        NODE_ENV: 'production',
-        PORT: 3005,
-        ...metaEnv
-      },
-      error_file: 'meta-server/logs/pm2/err.log',
-      out_file: 'meta-server/logs/pm2/out.log',
-      log_file: 'meta-server/logs/pm2/combined.log',
-      env_production: {
-        NODE_ENV: 'production',
-        PORT: 3005
-      }
-    },
-    {
-      name: "gorgias-server",
-      script: "./gorgias-server/server.js",
-      env: {
-        NODE_ENV: "development",
-        PORT: 3006
-      },
-      env_production: {
-        NODE_ENV: "production",
-        PORT: 3006
-      },
-      error_file: "./logs/gorgias-server-error.log",
-      out_file: "./logs/gorgias-server-out.log",
-      log_file: "./logs/gorgias-server-combined.log",
-      time: true
-    },
-    {
-      ...commonSettings,
-      name: 'google-server',
-      script: path.resolve(__dirname, './google-server/server.js'),
-      watch: false,
-      env: {
-        NODE_ENV: 'production',
-        GOOGLE_ANALYTICS_PORT: 3007,
-        ...googleAnalyticsEnv
-      },
-      error_file: path.resolve(__dirname, './google-server/logs/pm2/err.log'),
-      out_file: path.resolve(__dirname, './google-server/logs/pm2/out.log'),
-      log_file: path.resolve(__dirname, './google-server/logs/pm2/combined.log'),
-      env_production: {
-        NODE_ENV: 'production',
-        GOOGLE_ANALYTICS_PORT: 3007
-      }
-    },
-    {
-      ...commonSettings,
-      name: 'typeform-server',
-      script: './typeform-server/server.js',
-      env: {
-        NODE_ENV: 'production',
-        TYPEFORM_PORT: 3008,
-        ...typeformEnv
-      },
-      error_file: 'typeform-server/logs/pm2/err.log',
-      out_file: 'typeform-server/logs/pm2/out.log',
-      log_file: 'typeform-server/logs/pm2/combined.log',
-      env_production: {
-        NODE_ENV: 'production',
-        TYPEFORM_PORT: 3008
-      }
-    }
-  ]
-};

dashboard-server/klaviyo-server/services/events.service.js

@@ -1339,58 +1339,62 @@ export class EventsService {
                         event.attributes?.metric_id;
 
         // Extract properties from all possible locations
-        const rawProps = {
+        const rawProps = event.attributes?.event_properties || {};
-          ...(event.attributes?.event_properties || {}),
+        
-          ...(event.attributes?.properties || {}),
+        // Only log for shipped orders and only show relevant fields
-          ...(event.attributes?.profile || {}),
+        if (event.relationships?.metric?.data?.id === METRIC_IDS.SHIPPED_ORDER) {
-          value: event.attributes?.value,
+          console.log('[EventsService] Shipped Order:', {
+            orderId: rawProps.OrderId,
+            shippedBy: rawProps.ShippedBy,
             datetime: event.attributes?.datetime
-        };
+          });
+        }
         
         // Normalize shipping data
         const shippingData = {
-          name: rawProps.ShippingName || rawProps.shipping_name || rawProps.shipping?.name,
+          ShippingName: rawProps.ShippingName,
-          street1: rawProps.ShippingStreet1 || rawProps.shipping_street1 || rawProps.shipping?.street1,
+          ShippingStreet1: rawProps.ShippingStreet1,
-          street2: rawProps.ShippingStreet2 || rawProps.shipping_street2 || rawProps.shipping?.street2,
+          ShippingStreet2: rawProps.ShippingStreet2,
-          city: rawProps.ShippingCity || rawProps.shipping_city || rawProps.shipping?.city,
+          ShippingCity: rawProps.ShippingCity,
-          state: rawProps.ShippingState || rawProps.shipping_state || rawProps.shipping?.state,
+          ShippingState: rawProps.ShippingState,
-          zip: rawProps.ShippingZip || rawProps.shipping_zip || rawProps.shipping?.zip,
+          ShippingZip: rawProps.ShippingZip,
-          country: rawProps.ShippingCountry || rawProps.shipping_country || rawProps.shipping?.country,
+          ShippingCountry: rawProps.ShippingCountry,
-          method: rawProps.ShipMethod || rawProps.shipping_method || rawProps.shipping?.method,
+          ShipMethod: rawProps.ShipMethod,
-          tracking: rawProps.TrackingNumber || rawProps.tracking_number
+          TrackingNumber: rawProps.TrackingNumber,
+          ShippedBy: rawProps.ShippedBy
         };
 
         // Normalize payment data
         const paymentData = {
-          method: rawProps.PaymentMethod || rawProps.payment_method || rawProps.payment?.method,
+          method: rawProps.PaymentMethod,
-          name: rawProps.PaymentName || rawProps.payment_name || rawProps.payment?.name,
+          name: rawProps.PaymentName,
-          amount: Number(rawProps.PaymentAmount || rawProps.payment_amount || rawProps.payment?.amount || 0)
+          amount: Number(rawProps.PaymentAmount || 0)
         };
 
         // Normalize order flags
         const orderFlags = {
-          type: rawProps.OrderType || rawProps.order_type || 'standard',
+          type: rawProps.OrderType || 'standard',
-          hasPreorder: Boolean(rawProps.HasPreorder || rawProps.has_preorder || rawProps.preorder),
+          hasPreorder: Boolean(rawProps.HasPreorder),
-          localPickup: Boolean(rawProps.LocalPickup || rawProps.local_pickup || rawProps.pickup),
+          localPickup: Boolean(rawProps.LocalPickup),
-          isOnHold: Boolean(rawProps.IsOnHold || rawProps.is_on_hold || rawProps.on_hold),
+          isOnHold: Boolean(rawProps.IsOnHold),
-          hasDigiItem: Boolean(rawProps.HasDigiItem || rawProps.has_digital_item || rawProps.digital_item),
+          hasDigiItem: Boolean(rawProps.HasDigiItem),
-          hasNotions: Boolean(rawProps.HasNotions || rawProps.has_notions || rawProps.notions),
+          hasNotions: Boolean(rawProps.HasNotions),
-          hasDigitalGC: Boolean(rawProps.HasDigitalGC || rawProps.has_digital_gc || rawProps.gift_card),
+          hasDigitalGC: Boolean(rawProps.HasDigitalGC),
-          stillOwes: Boolean(rawProps.StillOwes || rawProps.still_owes || rawProps.balance_due)
+          stillOwes: Boolean(rawProps.StillOwes)
         };
 
         // Normalize refund/cancel data
         const refundData = {
-          reason: rawProps.CancelReason || rawProps.cancel_reason || rawProps.reason,
+          reason: rawProps.CancelReason,
-          message: rawProps.CancelMessage || rawProps.cancel_message || rawProps.message,
+          message: rawProps.CancelMessage,
-          orderMessage: rawProps.OrderMessage || rawProps.order_message || rawProps.note
+          orderMessage: rawProps.OrderMessage
         };
 
         // Transform items
-        const items = this._transformItems(rawProps.Items || rawProps.items || rawProps.line_items || []);
+        const items = this._transformItems(rawProps.Items || []);
 
         // Calculate totals
-        const totalAmount = Number(rawProps.TotalAmount || rawProps.PaymentAmount || rawProps.total_amount || rawProps.value || 0);
+        const totalAmount = Number(rawProps.TotalAmount || rawProps.PaymentAmount || rawProps.value || 0);
         const itemCount = items.reduce((sum, item) => sum + Number(item.Quantity || item.QuantityOrdered || 1), 0);
 
         const transformed = {
@@ -1408,29 +1412,10 @@ export class EventsService {
           },
           relationships: event.relationships,
           event_properties: {
-            // Basic properties
+            ...rawProps,  // Include all original properties
-            EmailAddress: rawProps.EmailAddress || rawProps.email,
+            Items: items,  // Override with transformed items
-            FirstName: rawProps.FirstName || rawProps.first_name,
-            LastName: rawProps.LastName || rawProps.last_name,
-            OrderId: rawProps.OrderId || rawProps.FromOrder || rawProps.order_id,
             TotalAmount: totalAmount,
-            ItemCount: itemCount,
+            ItemCount: itemCount
-            Items: items,
-
-            // Shipping information
-            ...shippingData,
-
-            // Payment information
-            ...paymentData,
-
-            // Order flags
-            ...orderFlags,
-
-            // Refund/cancel information
-            ...refundData,
-
-            // Original properties (for backward compatibility)
-            ...rawProps
           }
         };
 
@@ -2112,21 +2097,43 @@ export class EventsService {
       const currentHour = now.hour;
       const currentMinute = now.minute;
 
+      // Handle the 12-1 AM edge case
+      const isInEdgeCase = currentHour < this.timeManager.dayStartHour;
+      const adjustedCurrentHour = isInEdgeCase ? currentHour + 24 : currentHour;
+      const adjustedDayStartHour = this.timeManager.dayStartHour;
+
       // Calculate how much of the current hour has passed (0-1)
       const hourProgress = currentMinute / 60;
 
       // Calculate how much of the expected daily revenue we've seen so far
       let expectedPercentageSeen = 0;
-      for (let i = 0; i < currentHour; i++) {
+      let totalDayPercentage = 0;
-        expectedPercentageSeen += hourlyPatterns[i].percentage;
+
+      // First, calculate total percentage for a full day
+      for (let i = 0; i < 24; i++) {
+        totalDayPercentage += hourlyPatterns[i].percentage;
+      }
+
+      if (isInEdgeCase) {
+        // If we're between 12-1 AM, we want to use almost the full day's percentage
+        // since we're at the end of the previous day
+        expectedPercentageSeen = totalDayPercentage;
+        // Subtract the remaining portion of the current hour
+        expectedPercentageSeen -= hourlyPatterns[currentHour].percentage * (1 - hourProgress);
+      } else {
+        // Normal case - add up percentages from day start to current hour
+        for (let i = adjustedDayStartHour; i < adjustedCurrentHour; i++) {
+          const hourIndex = i % 24;
+          expectedPercentageSeen += hourlyPatterns[hourIndex].percentage;
         }
         // Add partial current hour
         expectedPercentageSeen += hourlyPatterns[currentHour].percentage * hourProgress;
+      }
 
       // Calculate projection based on patterns
       let projectedRevenue = 0;
       if (expectedPercentageSeen > 0) {
-        projectedRevenue = (currentRevenue / (expectedPercentageSeen / 100));
+        projectedRevenue = (currentRevenue / (expectedPercentageSeen / totalDayPercentage));
       }
 
       // Calculate confidence score (0-1) based on:
@@ -2134,8 +2141,19 @@ export class EventsService {
       // 2. How consistent the patterns are
       // 3. How far through the period we are
       const patternConsistency = this._calculatePatternConsistency(hourlyPatterns);
-      const periodProgress = Math.min(100, Math.max(0, (now.diff(periodStart).milliseconds / periodEnd.diff(periodStart).milliseconds) * 100));
+      
-      const historicalDataAmount = Math.min(totalHistoricalOrders / 1000, 1); // Normalize to 0-1, considering 1000+ orders as maximum confidence
+      // Calculate period progress considering the 1 AM day start
+      const totalDuration = periodEnd.diff(periodStart);
+      const elapsedDuration = now.diff(periodStart);
+      let periodProgress = Math.min(100, Math.max(0, (elapsedDuration.milliseconds / totalDuration.milliseconds) * 100));
+
+      // Adjust period progress for the 12-1 AM edge case
+      if (isInEdgeCase) {
+        // If we're between 12-1 AM, we're actually at the end of the previous day
+        periodProgress = Math.min(100, Math.max(0, ((24 - adjustedDayStartHour + currentHour) / 24) * 100));
+      }
+
+      const historicalDataAmount = Math.min(totalHistoricalOrders / 1000, 1);
 
       const confidence = (
         (patternConsistency * 0.4) + 
@@ -2154,8 +2172,11 @@ export class EventsService {
           historicalOrders: totalHistoricalOrders,
           hourlyPatterns,
           expectedPercentageSeen,
+          totalDayPercentage,
           currentHour,
-          currentMinute
+          currentMinute,
+          isInEdgeCase,
+          adjustedCurrentHour
         }
       };
     } catch (error) {

dashboard/src/components/dashboard/DateTime.jsx

@@ -122,35 +122,37 @@ const DateTimeWeatherDisplay = ({ scaleFactor = 1 }) => {
     if (!weatherCode) return <CircleAlert className="w-12 h-12 text-red-500" />;
     const code = parseInt(weatherCode, 10);
     const iconProps = small ? "w-8 h-8" : "w-12 h-12";
+    const isNight = currentTime.getHours() >= 18 || currentTime.getHours() < 6;
+    
     switch (true) {
       case code >= 200 && code < 300:
-        return <CloudLightning className={cn(iconProps, "text-gray-700")} />;
+        return <CloudLightning className={cn(iconProps, "text-yellow-300")} />;
       case code >= 300 && code < 500:
-        return <CloudDrizzle className={cn(iconProps, "text-blue-600")} />;
+        return <CloudDrizzle className={cn(iconProps, "text-blue-300")} />;
       case code >= 500 && code < 600:
-        return <CloudRain className={cn(iconProps, "text-blue-600")} />;
+        return <CloudRain className={cn(iconProps, "text-blue-300")} />;
       case code >= 600 && code < 700:
-        return <CloudSnow className={cn(iconProps, "text-blue-400")} />;
+        return <CloudSnow className={cn(iconProps, "text-blue-200")} />;
       case code >= 700 && code < 721:
-        return <CloudFog className={cn(iconProps, "text-gray-600")} />;
+        return <CloudFog className={cn(iconProps, "text-gray-300")} />;
       case code === 721:
-        return <Haze className={cn(iconProps, "text-gray-700")} />;
+        return <Haze className={cn(iconProps, "text-gray-300")} />;
       case code >= 722 && code < 781:
-        return <CloudFog className={cn(iconProps, "text-gray-600")} />;
+        return <CloudFog className={cn(iconProps, "text-gray-300")} />;
       case code === 781:
-        return <Tornado className={cn(iconProps, "text-gray-700")} />;
+        return <Tornado className={cn(iconProps, "text-gray-300")} />;
       case code === 800:
         return currentTime.getHours() >= 6 && currentTime.getHours() < 18 ? (
-          <Sun className={cn(iconProps, "text-yellow-700")} />
+          <Sun className={cn(iconProps, "text-yellow-300")} />
         ) : (
-          <Moon className={cn(iconProps, "text-gray-500")} />
+          <Moon className={cn(iconProps, "text-gray-300")} />
         );
       case code >= 800 && code < 803:
-        return <CloudSun className={cn(iconProps, "text-gray-600")} />;
+        return <CloudSun className={cn(iconProps, isNight ? "text-gray-300" : "text-gray-200")} />;
       case code >= 803:
-        return <Cloud className={cn(iconProps, "text-gray-200")} />;
+        return <Cloud className={cn(iconProps, "text-gray-300")} />;
       default:
-        return <CircleAlert className={cn(iconProps, "text-red-700")} />;
+        return <CircleAlert className={cn(iconProps, "text-red-500")} />;
     }
   };
 
@@ -159,66 +161,68 @@ const DateTimeWeatherDisplay = ({ scaleFactor = 1 }) => {
     
     // Thunderstorm (200-299)
     if (code >= 200 && code < 300) {
-      return "bg-gradient-to-br from-slate-900 via-purple-900 to-slate-800";
+      return "bg-gradient-to-br from-slate-900 to-purple-800";
     }
     
     // Drizzle (300-399)
     if (code >= 300 && code < 400) {
-      return "bg-gradient-to-br from-slate-700 via-blue-800 to-slate-700";
+      return "bg-gradient-to-br from-slate-800 to-blue-800";
     }
     
     // Rain (500-599)
     if (code >= 500 && code < 600) {
-      return "bg-gradient-to-br from-slate-800 via-blue-900 to-slate-700";
+      return "bg-gradient-to-br from-slate-800 to-blue-800";
     }
     
     // Snow (600-699)
     if (code >= 600 && code < 700) {
-      return "bg-gradient-to-br from-slate-200 via-blue-100 to-slate-100";
+      return "bg-gradient-to-br from-slate-700 to-blue-800";
     }
     
     // Atmosphere (700-799: mist, smoke, haze, fog, etc.)
     if (code >= 700 && code < 800) {
-      return "bg-gradient-to-br from-slate-600 via-slate-500 to-slate-400";
+      return "bg-gradient-to-br from-slate-700 to-slate-500";
     }
     
     // Clear (800)
     if (code === 800) {
       if (isNight) {
-        return "bg-gradient-to-br from-slate-900 via-blue-950 to-slate-800";
+        return "bg-gradient-to-br from-slate-900 to-blue-900";
       }
-      return "bg-gradient-to-br from-sky-400 via-blue-400 to-sky-500";
+      return "bg-gradient-to-br from-blue-600 to-sky-400";
     }
     
     // Clouds (801-804)
     if (code > 800) {
       if (isNight) {
-        return "bg-gradient-to-br from-slate-800 via-slate-700 to-slate-600";
+        return "bg-gradient-to-br from-slate-800 to-slate-600";
       }
-      return "bg-gradient-to-br from-slate-400 via-slate-500 to-slate-400";
+      return "bg-gradient-to-br from-slate-600 to-slate-400";
     }
     
     // Default fallback
-    return "bg-gradient-to-br from-slate-700 via-slate-600 to-slate-500";
+    return "bg-gradient-to-br from-slate-700 to-slate-500";
   };
   
   const getTemperatureColor = (weatherCode, isNight) => {
     const code = parseInt(weatherCode, 10);
     
-    // Use dark text for light backgrounds
+    // Snow - dark background, light text
-    if (code >= 600 && code < 700) { // Snow
+    if (code >= 600 && code < 700) {
-      return "text-slate-900";
+      return "text-white";
     }
     
-    if (code === 800 && !isNight) { // Clear day
+    // Clear day - light background, dark text
-      return "text-slate-900";
+    if (code === 800 && !isNight) {
+      return "text-white";
     }
     
-    if (code > 800 && !isNight) { // Cloudy day
+    // Cloudy day - medium background, ensure contrast
-      return "text-slate-900";
+    if (code > 800 && !isNight) {
+      return "text-white";
     }
     
-    // Default to white text for all other (darker) backgrounds
+    // All other cases (darker backgrounds)
     return "text-white";
   };
 
@@ -236,64 +240,64 @@ const DateTimeWeatherDisplay = ({ scaleFactor = 1 }) => {
   };
 
   const WeatherDetails = () => (
-    <div className="space-y-4 p-3">
+    <div className="space-y-4 p-3 bg-gradient-to-br from-slate-800 to-slate-700">
       <div className="grid grid-cols-3 gap-2">
-      <Card className="p-2">
+        <Card className="bg-gradient-to-br from-slate-700 to-slate-600 backdrop-blur-sm p-2">
           <div className="flex items-center gap-1">
-          <ThermometerSun className="w-5 h-5 text-orange-500" />
+            <ThermometerSun className="w-5 h-5 text-yellow-300" />
             <div className="flex flex-col">
-            <span className="text-xs text-muted-foreground">High</span>
+              <span className="text-xs text-slate-300">High</span>
-            <span className="text-sm font-bold">{Math.round(weather.main.temp_max)}°F</span>
+              <span className="text-sm font-bold text-white">{Math.round(weather.main.temp_max)}°F</span>
             </div>
           </div>
         </Card>
         
-      <Card className="p-2">
+        <Card className="bg-gradient-to-br from-slate-700 to-slate-600 backdrop-blur-sm p-2">
           <div className="flex items-center gap-1">
-          <ThermometerSnowflake className="w-5 h-5 text-blue-500" />
+            <ThermometerSnowflake className="w-5 h-5 text-blue-300" />
             <div className="flex flex-col">
-            <span className="text-xs text-muted-foreground">Low</span>
+              <span className="text-xs text-slate-300">Low</span>
-            <span className="text-sm font-bold">{Math.round(weather.main.temp_min)}°F</span>
+              <span className="text-sm font-bold text-white">{Math.round(weather.main.temp_min)}°F</span>
             </div>
           </div>
         </Card>
 
-      <Card className="p-2">
+        <Card className="bg-gradient-to-br from-slate-700 to-slate-600 backdrop-blur-sm p-2">
           <div className="flex items-center gap-1">
-          <Droplets className="w-5 h-5 text-blue-400" />
+            <Droplets className="w-5 h-5 text-blue-300" />
             <div className="flex flex-col">
-            <span className="text-xs text-muted-foreground">Humidity</span>
+              <span className="text-xs text-slate-300">Humidity</span>
-            <span className="text-sm font-bold">{weather.main.humidity}%</span>
+              <span className="text-sm font-bold text-white">{weather.main.humidity}%</span>
             </div>
           </div>
         </Card>
 
-      <Card className="p-2">
+        <Card className="bg-gradient-to-br from-slate-700 to-slate-600 backdrop-blur-sm p-2">
           <div className="flex items-center gap-1">
-          <Wind className="w-5 h-5 text-gray-500" />
+            <Wind className="w-5 h-5 text-slate-300" />
             <div className="flex flex-col">
-            <span className="text-xs text-muted-foreground">Wind</span>
+              <span className="text-xs text-slate-300">Wind</span>
-            <span className="text-sm font-bold">{Math.round(weather.wind.speed)} mph</span>
+              <span className="text-sm font-bold text-white">{Math.round(weather.wind.speed)} mph</span>
             </div>
           </div>
         </Card>
 
-      <Card className="p-2">
+        <Card className="bg-gradient-to-br from-slate-700 to-slate-600 backdrop-blur-sm p-2">
           <div className="flex items-center gap-1">
-          <Sunrise className="w-5 h-5 text-yellow-500" />
+            <Sunrise className="w-5 h-5 text-yellow-300" />
             <div className="flex flex-col">
-            <span className="text-xs text-muted-foreground">Sunrise</span>
+              <span className="text-xs text-slate-300">Sunrise</span>
-            <span className="text-sm font-bold">{formatTime(weather.sys?.sunrise)}</span>
+              <span className="text-sm font-bold text-white">{formatTime(weather.sys?.sunrise)}</span>
             </div>
           </div>
         </Card>
 
-      <Card className="p-2">
+        <Card className="bg-gradient-to-br from-slate-700 to-slate-600 backdrop-blur-sm p-2">
           <div className="flex items-center gap-1">
-          <Sunset className="w-5 h-5 text-orange-400" />
+            <Sunset className="w-5 h-5 text-orange-300" />
             <div className="flex flex-col">
-            <span className="text-xs text-muted-foreground">Sunset</span>
+              <span className="text-xs text-slate-300">Sunset</span>
-            <span className="text-sm font-bold">{formatTime(weather.sys?.sunset)}</span>
+              <span className="text-sm font-bold text-white">{formatTime(weather.sys?.sunset)}</span>
             </div>
           </div>
         </Card>
@@ -302,61 +306,71 @@ const DateTimeWeatherDisplay = ({ scaleFactor = 1 }) => {
       {forecast && (
         <div>
           <div className="grid grid-cols-5 gap-2">
-          {forecast.map((day, index) => (
+            {forecast.map((day, index) => {
-            <Card key={index} className="p-2">
+              const forecastTime = new Date(day.dt * 1000);
+              const isNight = forecastTime.getHours() >= 18 || forecastTime.getHours() < 6;
+              return (
+                <Card 
+                  key={index} 
+                  className={cn(
+                    getWeatherBackground(day.weather[0].id, isNight),
+                    "p-2"
+                  )}
+                >
                   <div className="flex flex-col items-center gap-1">
-                <span className="text-sm font-medium">
+                    <span className="text-sm font-medium text-white">
-                  {new Date(day.dt * 1000).toLocaleDateString('en-US', { weekday: 'short' })}
+                      {forecastTime.toLocaleDateString('en-US', { weekday: 'short' })}
                     </span>
-                {getWeatherIcon(day.weather[0].id, new Date(day.dt * 1000), true)}
+                    {getWeatherIcon(day.weather[0].id, forecastTime, true)}
                     <div className="flex justify-center gap-1 items-baseline w-full">
-                  <span className="text-sm font-medium">
+                      <span className="text-sm font-medium text-white">
                         {Math.round(day.main.temp_max)}°
                       </span>
-                  <span className="text-xs text-muted-foreground">
+                      <span className="text-xs text-slate-300">
                         {Math.round(day.main.temp_min)}°
                       </span>
                     </div>
                     <div className="flex flex-col items-center gap-1 w-full pt-1">
                       {day.rain?.['3h'] > 0 && (
                         <div className="flex items-center gap-1">
-                      <CloudRain className="w-3 h-3 text-blue-400" />
+                          <CloudRain className="w-3 h-3 text-blue-300" />
-                      <span className="text-xs">{day.rain['3h'].toFixed(2)}"</span>
+                          <span className="text-xs text-white">{day.rain['3h'].toFixed(2)}"</span>
                         </div>
                       )}
                       {day.snow?.['3h'] > 0 && (
                         <div className="flex items-center gap-1">
-                      <CloudSnow className="w-3 h-3 text-blue-400" />
+                          <CloudSnow className="w-3 h-3 text-blue-300" />
-                      <span className="text-xs">{day.snow['3h'].toFixed(2)}"</span>
+                          <span className="text-xs text-white">{day.snow['3h'].toFixed(2)}"</span>
                         </div>
                       )}
                       {!day.rain?.['3h'] && !day.snow?.['3h'] && (
                         <div className="flex items-center gap-1">
-                      <Umbrella className="w-3 h-3 text-gray-400" />
+                          <Umbrella className="w-3 h-3 text-slate-300" />
-                      <span className="text-xs">0"</span>
+                          <span className="text-xs text-white">0"</span>
                         </div>
                       )}
                     </div>
                   </div>
                 </Card>
-          ))}
+              );
+            })}
           </div>
         </div>
       )}
     </div>
-);
+  );
 
-return (
+  return (
     <div className="flex flex-col items-center w-full transition-opacity duration-300 ${mounted ? 'opacity-100' : 'opacity-0'}">
       {/* Time Display */}
-    <Card className="bg-gradient-to-br mb-[7px] from-slate-900 via-sky-800 to-cyan-800 dark:bg-slate-800 px-1 py-2 w-full hover:scale-[1.02] transition-transform duration-300">
+      <Card className="bg-gradient-to-br mb-[7px] from-indigo-900 to-blue-800 backdrop-blur-sm dark:bg-slate-800 px-1 py-2 w-full hover:scale-[1.02] transition-transform duration-300">
         <CardContent className="p-3 h-[106px] flex items-center">
           <div className="flex justify-center items-baseline w-full">
             <div className={`transition-opacity duration-200 ${isTimeChanging ? 'opacity-60' : 'opacity-100'}`}>
-            <span className="text-7xl font-bold text-white">{hours}</span>
+              <span className="text-6xl font-bold text-white">{hours}</span>
-            <span className="text-7xl font-bold text-white">:</span>
+              <span className="text-6xl font-bold text-white">:</span>
-            <span className="text-7xl font-bold text-white">{minutes}</span>
+              <span className="text-6xl font-bold text-white">{minutes}</span>
-            <span className="text-xl font-medium text-white/90 ml-1">{ampm}</span>
+              <span className="text-lg font-medium text-white/90 ml-1">{ampm}</span>
             </div>
           </div>
         </CardContent>
@@ -364,10 +378,10 @@ return (
 
       {/* Date and Weather Display */}
       <div className="h-[125px] mb-[6px] grid grid-cols-2 gap-2 w-full">
-      <Card className="h-full bg-gradient-to-br from-slate-900 via-violet-800 to-purple-800 flex items-center justify-center">
+        <Card className="h-full bg-gradient-to-br from-violet-900 to-purple-800 backdrop-blur-sm flex items-center justify-center">
           <CardContent className="h-full p-0">
             <div className="flex flex-col items-center justify-center h-full">
-            <span className="text-7xl font-bold text-white">
+              <span className="text-6xl font-bold text-white">
                 {dateInfo.day}
               </span>
               <span className="text-sm font-bold text-white mt-2">
@@ -385,18 +399,12 @@ return (
                   weather.weather[0]?.id,
                   datetime.getHours() >= 18 || datetime.getHours() < 6
                 ),
-              "flex items-center justify-center cursor-pointer hover:brightness-110 transition-all relative"
+                "flex items-center justify-center cursor-pointer hover:brightness-110 transition-all relative backdrop-blur-sm"
               )}>
                 <CardContent className="h-full p-3">
                   <div className="flex flex-col items-center">
                     {getWeatherIcon(weather.weather[0]?.id, datetime)}
-                  <span className={cn(
+                    <span className="text-3xl font-bold ml-1 mt-2 text-white">
-                    "text-3xl font-bold ml-1 mt-2",
-                    getTemperatureColor(
-                      weather.weather[0]?.id,
-                      datetime.getHours() >= 18 || datetime.getHours() < 6
-                    )
-                  )}>
                       {Math.round(weather.main.temp)}°
                     </span>
                   </div>
@@ -409,7 +417,7 @@ return (
               </Card>
             </PopoverTrigger>
             <PopoverContent 
-            className="w-[450px]" 
+              className="w-[450px] bg-gradient-to-br from-slate-800 to-slate-700 border-slate-600" 
               align="start"
               side="right"
               sideOffset={10}
@@ -419,9 +427,9 @@ return (
               }}
             >
               {weather.alerts && (
-              <Alert variant="warning" className="mb-3">
+                <Alert variant="warning" className="mb-3 bg-amber-900/50 border-amber-700">
-                <AlertTriangle className="h-3 w-3" />
+                  <AlertTriangle className="h-3 w-3 text-amber-500" />
-                <AlertDescription className="text-xs">
+                  <AlertDescription className="text-xs text-amber-200">
                     {weather.alerts[0].event}
                   </AlertDescription>
                 </Alert>
@@ -433,7 +441,7 @@ return (
       </div>
 
       {/* Calendar Display */}
-    <Card className="w-full">
+      <Card className="w-full bg-white dark:bg-slate-800">
         <CardContent className="p-0">
           <CalendarComponent
             selected={datetime}
@@ -442,7 +450,7 @@ return (
         </CardContent>
       </Card>
     </div>
-);
+  );
 };
 
 export default DateTimeWeatherDisplay;

dashboard/src/components/dashboard/EventFeed.jsx

@@ -679,72 +679,26 @@ const EventDialog = ({ event, children }) => {
 
             {event.metric_id === METRIC_IDS.SHIPPED_ORDER && (
               <>
-                <div className="grid gap-6 sm:grid-cols-2">
+                <div className="mt-1">
-                  <Card>
+                  <div className="flex items-center gap-2">
-                    <CardHeader className="pb-2">
+                    <span className="text-sm font-medium text-gray-900 dark:text-gray-100">
-                      <CardTitle className="text-sm font-medium">Shipping Address</CardTitle>
+                      {toTitleCase(details.ShippingName)}
-                    </CardHeader>
+                    </span>
-                    <CardContent className="space-y-1">
+                    <span className="text-sm text-gray-500">•</span>
-                      <p className="text-sm font-medium">{details.ShippingName}</p>
+                    <span className="text-sm text-gray-500">
-                      {details.ShippingStreet1 && (
+                      #{details.OrderId}
-                        <p className="text-sm text-muted-foreground">{details.ShippingStreet1}</p>
+                    </span>
-                      )}
-                      {details.ShippingStreet2 && (
-                        <p className="text-sm text-muted-foreground">{details.ShippingStreet2}</p>
-                      )}
-                      <p className="text-sm text-muted-foreground">
-                        {details.ShippingCity}, {details.ShippingState} {details.ShippingZip}
-                      </p>
-                      {details.ShippingCountry !== "US" && (
-                        <p className="text-sm text-muted-foreground">{details.ShippingCountry}</p>
-                      )}
-                    </CardContent>
-                  </Card>
-
-                  <Card>
-                    <CardHeader className="pb-2">
-                      <CardTitle className="text-sm font-medium">Tracking Information</CardTitle>
-                    </CardHeader>
-                    <CardContent className="space-y-1">
-                      <p className="text-sm font-medium">{details.TrackingNumber}</p>
-                      <p className="text-sm text-muted-foreground">
-                        {formatShipMethod(details.ShipMethod)}
-                      </p>
-                    </CardContent>
-                  </Card>
                   </div>
-
+                  <div className="text-sm text-gray-500">
-                <Card className="mt-6">
+                    {formatShipMethodSimple(details.ShipMethod)}
-                  <CardHeader className="pb-2">
+                    {event.event_properties?.ShippedBy && (
-                    <CardTitle className="text-sm font-medium">Shipped Items</CardTitle>
+                      <>
-                  </CardHeader>
+                        <span className="text-sm text-gray-500"> • </span>
-                  <CardContent>
+                        <span className="text-sm font-medium text-blue-600 dark:text-blue-400">Shipped by {event.event_properties.ShippedBy}</span>
-                    <div className="divide-y">
+                      </>
-                      {details.Items?.map((item, i) => (
-                        <div key={i} className="flex gap-4 py-4 first:pt-0 last:pb-0">
-                          {item.ImgThumb && (
-                            <img
-                              src={item.ImgThumb}
-                              alt={item.ProductName}
-                              className="w-16 h-16 object-cover rounded bg-muted"
-                            />
-                          )}
-                          <div className="flex-1 min-w-0">
-                            <p className="font-medium text-sm">{item.ProductName}</p>
-                            <p className="text-sm text-muted-foreground">
-                              Shipped: {item.QuantitySent} of {item.QuantityOrdered}
-                            </p>
-                            {item.QuantityBackordered > 0 && (
-                              <Badge variant="secondary" className="mt-2">
-                                {item.QuantityBackordered} Backordered
-                              </Badge>
                     )}
                   </div>
                 </div>
-                      ))}
-                    </div>
-                  </CardContent>
-                </Card>
               </>
             )}
 
@@ -1038,15 +992,19 @@ const EventCard = ({ event }) => {
                     <span className="text-sm font-medium text-gray-900 dark:text-gray-100">
                       {toTitleCase(details.ShippingName)}
                     </span>
-                  </div>
+                    <span className="text-sm text-gray-500">•</span>
-                  <div className="flex items-center gap-2 text-sm text-gray-500">
                     <span className="text-sm text-gray-500">
                       #{details.OrderId}
                     </span>
-                    <span className="text-sm text-gray-500">•</span>
+                  </div>
-                    <span className="font-medium text-blue-600 dark:text-blue-400">
+                  <div className="text-sm text-gray-500">
                     {formatShipMethodSimple(details.ShipMethod)}
-                    </span>
+                    {event.event_properties?.ShippedBy && (
+                      <>
+                        <span className="text-sm text-gray-500"> • </span>
+                        <span className="text-sm font-medium text-blue-600 dark:text-blue-400">Shipped by {event.event_properties.ShippedBy}</span>
+                      </>
+                    )}
                   </div>
                 </div>
               </>
@@ -1179,14 +1137,12 @@ const EventFeed = ({
         },
       });
 
-      // Ensure we have the datetime field in the response
+      // Keep the original event structure intact
       const processedEvents = (response.data.data || []).map((event) => ({
         ...event,
         datetime: event.attributes?.datetime || event.datetime,
-        event_properties: {
+        // Don't spread event_properties to preserve the nested structure
-          ...event.event_properties,
+        event_properties: event.attributes?.event_properties || {}
-          datetime: event.attributes?.datetime || event.datetime,
-        },
       }));
 
       setEvents(processedEvents);

dashboard/src/components/dashboard/MiniEventFeed.jsx

@@ -18,11 +18,14 @@ import {
   Activity,
   AlertCircle,
   FileText,
+  ChevronLeft,
+  ChevronRight,
 } from "lucide-react";
 import { format } from "date-fns";
 import { Alert, AlertDescription, AlertTitle } from "@/components/ui/alert";
 import { Skeleton } from "@/components/ui/skeleton";
 import { EventDialog } from "./EventFeed.jsx";
+import { Button } from "@/components/ui/button";
 
 const METRIC_IDS = {
   PLACED_ORDER: "Y8cqcF",
@@ -247,6 +250,11 @@ const EventCard = ({ event }) => {
                   #{details.OrderId} • {formatShipMethodSimple(details.ShipMethod)}
                 </div>
               </div>
+              {event.event_properties?.ShippedBy && (
+                <div className={`text-sm font-medium ${eventType.textColor} opacity-90 truncate mt-1`}>
+                  Shipped by {event.event_properties.ShippedBy}
+                </div>
+              )}
             </>
           )}
 
@@ -319,6 +327,34 @@ const MiniEventFeed = ({
   const [error, setError] = useState(null);
   const [lastUpdate, setLastUpdate] = useState(null);
   const scrollRef = useRef(null);
+  const [showLeftArrow, setShowLeftArrow] = useState(false);
+  const [showRightArrow, setShowRightArrow] = useState(false);
+
+  const handleScroll = () => {
+    if (scrollRef.current) {
+      const { scrollLeft, scrollWidth, clientWidth } = scrollRef.current;
+      setShowLeftArrow(scrollLeft > 0);
+      setShowRightArrow(scrollLeft < scrollWidth - clientWidth - 1);
+    }
+  };
+
+  const scrollToEnd = () => {
+    if (scrollRef.current) {
+      scrollRef.current.scrollTo({
+        left: scrollRef.current.scrollWidth,
+        behavior: 'smooth'
+      });
+    }
+  };
+
+  const scrollToStart = () => {
+    if (scrollRef.current) {
+      scrollRef.current.scrollTo({
+        left: 0,
+        behavior: 'smooth'
+      });
+    }
+  };
 
   const fetchEvents = useCallback(async () => {
     try {
@@ -338,10 +374,7 @@ const MiniEventFeed = ({
       const processedEvents = (response.data.data || []).map((event) => ({
         ...event,
         datetime: event.attributes?.datetime || event.datetime,
-        event_properties: {
+        event_properties: event.attributes?.event_properties || {}
-          ...event.event_properties,
-          datetime: event.attributes?.datetime || event.datetime,
-        },
       }));
 
       setEvents(processedEvents);
@@ -354,6 +387,7 @@ const MiniEventFeed = ({
             left: scrollRef.current.scrollWidth,
             behavior: 'instant'
           });
+          handleScroll();
         }, 0);
       }
     } catch (error) {
@@ -366,15 +400,41 @@ const MiniEventFeed = ({
 
   useEffect(() => {
     fetchEvents();
-    const interval = setInterval(fetchEvents, 60000);
+    const interval = setInterval(fetchEvents, 30000);
     return () => clearInterval(interval);
   }, [fetchEvents]);
 
+  useEffect(() => {
+    handleScroll();
+  }, [events]);
+
   return (
     <div className="fixed bottom-0 left-0 right-0">
       <Card className="bg-gradient-to-br rounded-none from-gray-900 to-gray-600 backdrop-blur">
-      <div className="px-1 pt-2 pb-3">
+        <div className="px-1 pt-2 pb-3 relative">
-        <div className="overflow-x-auto overflow-y-hidden [&::-webkit-scrollbar]:hidden [-ms-overflow-style:'none'] [scrollbar-width:'none']">
+          {showLeftArrow && (
+            <Button
+              variant="ghost"
+              className="absolute left-0 top-1/2 -translate-y-1/2 z-10 bg-gray-900/50 hover:bg-gray-900/75 h-12 w-8 p-0 [&_svg]:!h-8 [&_svg]:!w-8"
+              onClick={scrollToStart}
+            >
+              <ChevronLeft className="text-white" />
+            </Button>
+          )}
+          {showRightArrow && (
+            <Button
+              variant="ghost"
+              className="absolute right-0 top-1/2 -translate-y-1/2 z-10 bg-gray-900/50 hover:bg-gray-900/75 h-12 w-8 p-0 [&_svg]:!h-8 [&_svg]:!w-8"
+              onClick={scrollToEnd}
+            >
+              <ChevronRight className="text-white" />
+            </Button>
+          )}
+          <div 
+            ref={scrollRef}
+            onScroll={handleScroll}
+            className="overflow-x-auto overflow-y-hidden [&::-webkit-scrollbar]:hidden [-ms-overflow-style:'none'] [scrollbar-width:'none']"
+          >
             <div className="flex flex-row gap-3 pr-4" style={{ width: 'max-content' }}>
               {loading && !events.length ? (
                 <LoadingState />
@@ -391,7 +451,7 @@ const MiniEventFeed = ({
                   <EmptyState />
                 </div>
               ) : (
-              events.map((event) => (
+                [...events].reverse().map((event) => (
                   <EventCard 
                     key={event.id} 
                     event={event}

dashboard/src/components/dashboard/MiniRealtimeAnalytics.jsx

@@ -17,6 +17,35 @@ import {
   SkeletonBarChart,
   processBasicData,
 } from "./RealtimeAnalytics";
+import { Skeleton } from "@/components/ui/skeleton";
+
+const SkeletonCard = ({ colorScheme = "sky" }) => (
+  <Card className={`w-full h-[150px] bg-gradient-to-br from-sky-900 to-sky-800 backdrop-blur-sm`}>
+    <CardHeader className="flex flex-row items-center justify-between space-y-0 p-4 pb-2">
+      <CardTitle>
+        <div className="space-y-2">
+          <Skeleton className={`h-4 w-24 bg-${colorScheme}-300/20`} />
+        </div>
+      </CardTitle>
+      <div className="relative p-2">
+        <div className={`absolute inset-0 rounded-full bg-${colorScheme}-300/20`} />
+        <div className="h-5 w-5 relative rounded-full bg-${colorScheme}-300/20" />
+      </div>
+    </CardHeader>
+    <CardContent className="p-4 pt-0">
+      <div className="space-y-4">
+        <div className="space-y-2">
+          <Skeleton className={`h-8 w-32 bg-${colorScheme}-300/20`} />
+          <div className="flex justify-between items-center">
+            <div className="space-y-1">
+              <Skeleton className={`h-4 w-24 bg-${colorScheme}-300/20`} />
+            </div>
+          </div>
+        </div>
+      </div>
+    </CardContent>
+  </Card>
+);
 
 const MiniRealtimeAnalytics = () => {
   const [basicData, setBasicData] = useState({
@@ -76,67 +105,46 @@ const MiniRealtimeAnalytics = () => {
     };
   }, [isPaused]);
 
-  if (loading && !basicData) {
+  const renderContent = () => {
+    if (error) {
+      return (
+        <Alert variant="destructive" className="mb-4">
+          <AlertTriangle className="h-4 w-4" />
+          <AlertDescription>{error}</AlertDescription>
+        </Alert>
+      );
+    }
+
+    if (loading) {
       return (
         <div>
           <div className="grid grid-cols-2 gap-2 mt-1 mb-2">
-          <Card className="h-[150px] bg-gradient-to-br from-sky-900 to-sky-800 backdrop-blur-sm">
+            <SkeletonCard colorScheme="sky" />
-            <CardHeader className="flex flex-row items-center justify-between space-y-0 p-4 pb-2">
+            <SkeletonCard colorScheme="sky" />
-              <CardTitle className="text-sky-100 font-bold text-md">
-                <Skeleton className="h-4 w-24 bg-sky-700" />
-              </CardTitle>
-              <div className="relative p-2">
-                <div className="absolute inset-0 rounded-full bg-sky-300" />
-                <Skeleton className="h-5 w-5 bg-sky-700 relative rounded-full" />
-              </div>
-            </CardHeader>
-            <CardContent className="p-4 pt-0">
-              <div className="space-y-2">
-                <Skeleton className="h-8 w-20 bg-sky-700" />
-                <Skeleton className="h-4 w-32 bg-sky-700" />
-              </div>
-            </CardContent>
-          </Card>
-          <Card className="h-[150px] bg-gradient-to-br from-sky-900 to-sky-800 backdrop-blur-sm">
-            <CardHeader className="flex flex-row items-center justify-between space-y-0 p-4 pb-2">
-              <CardTitle className="text-sky-100 font-bold text-md">
-                <Skeleton className="h-4 w-24 bg-sky-700" />
-              </CardTitle>
-              <div className="relative p-2">
-                <div className="absolute inset-0 rounded-full bg-sky-300" />
-                <Skeleton className="h-5 w-5 bg-sky-700 relative rounded-full" />
-              </div>
-            </CardHeader>
-            <CardContent className="p-4 pt-0">
-              <div className="space-y-2">
-                <Skeleton className="h-8 w-20 bg-sky-700" />
-                <Skeleton className="h-4 w-32 bg-sky-700" />
-              </div>
-            </CardContent>
-          </Card>
           </div>
 
           <Card className="bg-gradient-to-br from-sky-900 to-sky-800 backdrop-blur-sm">
             <CardContent className="p-4">
-            <div className="h-[230px] relative">
+              <div className="h-[216px]">
+                <div className="h-full w-full relative">
                   {/* Grid lines */}
                   {[...Array(5)].map((_, i) => (
                     <div
                       key={i}
-                  className="absolute w-full h-px bg-sky-700"
+                      className="absolute w-full h-px bg-sky-300/20"
                       style={{ top: `${(i + 1) * 20}%` }}
                     />
                   ))}
                   {/* Y-axis labels */}
                   <div className="absolute left-0 top-0 bottom-0 w-8 flex flex-col justify-between py-4">
                     {[...Array(5)].map((_, i) => (
-                  <Skeleton key={i} className="h-3 w-6 bg-sky-700 rounded-sm" />
+                      <Skeleton key={i} className="h-3 w-6 bg-sky-300/20 rounded-sm" />
                     ))}
                   </div>
                   {/* X-axis labels */}
                   <div className="absolute left-8 right-4 bottom-0 flex justify-between">
                     {[...Array(6)].map((_, i) => (
-                  <Skeleton key={i} className="h-3 w-8 bg-sky-700 rounded-sm" />
+                      <Skeleton key={i} className="h-3 w-8 bg-sky-300/20 rounded-sm" />
                     ))}
                   </div>
                   {/* Bars */}
@@ -144,12 +152,13 @@ const MiniRealtimeAnalytics = () => {
                     {[...Array(24)].map((_, i) => (
                       <div
                         key={i}
-                    className="w-2 bg-sky-700 rounded-sm"
+                        className="w-2 bg-sky-300/20 rounded-sm"
                         style={{ height: `${Math.random() * 80 + 10}%` }}
                       />
                     ))}
                   </div>
                 </div>
+              </div>
             </CardContent>
           </Card>
         </div>
@@ -158,13 +167,6 @@ const MiniRealtimeAnalytics = () => {
 
     return (
       <div>
-        {error && (
-          <Alert variant="destructive" className="mb-4">
-            <AlertTriangle className="h-4 w-4" />
-            <AlertDescription>{error}</AlertDescription>
-          </Alert>
-        )}
-
         <div className="grid grid-cols-2 gap-2 mt-1 mb-2">
           {summaryCard(
             "Last 30 Minutes",
@@ -246,6 +248,9 @@ const MiniRealtimeAnalytics = () => {
         </Card>
       </div>
     );
+  };
+
+  return renderContent();
 };
 
 export default MiniRealtimeAnalytics; 

dashboard/src/components/dashboard/MiniSalesChart.jsx

@@ -23,45 +23,38 @@ import { AlertCircle, TrendingUp, DollarSign, ShoppingCart, Truck, PiggyBank, Ar
 import { formatCurrency, CustomTooltip, processData, StatCard } from "./SalesChart.jsx";
 
 const SkeletonChart = () => (
-  <div className="h-[230px] w-full bg-gradient-to-br from-slate-700 to-slate-600 backdrop-blur-sm rounded-lg p-4">
+  <div className="h-[216px]">
-    <div className="h-full relative">
+    <div className="h-full w-full relative">
       {/* Grid lines */}
       {[...Array(5)].map((_, i) => (
         <div
           key={i}
-          className="absolute w-full h-px bg-slate-500"
+          className="absolute w-full h-px bg-slate-600"
           style={{ top: `${(i + 1) * 20}%` }}
         />
       ))}
       {/* Y-axis labels */}
       <div className="absolute left-0 top-0 bottom-0 w-8 flex flex-col justify-between py-4">
         {[...Array(5)].map((_, i) => (
-          <Skeleton key={i} className="h-3 w-6 bg-slate-500 rounded-sm" />
+          <Skeleton key={i} className="h-3 w-6 bg-slate-600 rounded-sm" />
         ))}
       </div>
       {/* X-axis labels */}
       <div className="absolute left-8 right-4 bottom-0 flex justify-between">
         {[...Array(6)].map((_, i) => (
-          <Skeleton key={i} className="h-3 w-8 bg-slate-500 rounded-sm" />
+          <Skeleton key={i} className="h-3 w-8 bg-slate-600 rounded-sm" />
         ))}
       </div>
       {/* Chart lines */}
       <div className="absolute inset-x-8 bottom-6 top-4">
         <div className="h-full w-full relative">
           <div
-            className="absolute inset-0 bg-slate-500 rounded-sm"
+            className="absolute inset-0 bg-slate-600 rounded-sm"
             style={{
               opacity: 0.5,
               clipPath: "polygon(0 50%, 100% 20%, 100% 100%, 0 100%)",
             }}
           />
-          <div
-            className="absolute inset-0 bg-slate-500 rounded-sm"
-            style={{
-              opacity: 0.3,
-              clipPath: "polygon(0 70%, 100% 40%, 100% 100%, 0 100%)",
-            }}
-          />
         </div>
       </div>
     </div>
@@ -135,28 +128,24 @@ const MiniStatCard = memo(({
 MiniStatCard.displayName = "MiniStatCard";
 
 const SkeletonCard = ({ colorScheme = "emerald" }) => (
-  <Card className={`w-full h-[150px] bg-gradient-to-br from-slate-700 to-slate-600 backdrop-blur-sm`}>
+  <Card className="w-full h-[150px] bg-gradient-to-br from-slate-700 to-slate-600 backdrop-blur-sm">
     <CardHeader className="flex flex-row items-center justify-between space-y-0 p-4 pb-2">
       <CardTitle>
         <div className="space-y-2">
-          <Skeleton className={`h-4 w-24 bg-${colorScheme}-300/20`} />
+          <Skeleton className={`h-4 w-24 bg-${colorScheme}-300`} />
         </div>
       </CardTitle>
       <div className="relative p-2">
-        <div className={`absolute inset-0 rounded-full bg-${colorScheme}-300/20`} />
+        <div className={`absolute inset-0 rounded-full bg-${colorScheme}-300`} />
-        <div className="h-5 w-5 relative rounded-full bg-${colorScheme}-300/20" />
+        <Skeleton className={`h-5 w-5 bg-${colorScheme}-300 relative rounded-full`} />
       </div>
     </CardHeader>
     <CardContent className="p-4 pt-0">
-      <div className="space-y-4">
       <div className="space-y-2">
-          <Skeleton className={`h-8 w-32 bg-${colorScheme}-300/20`} />
+        <Skeleton className={`h-8 w-20 bg-${colorScheme}-300`} />
         <div className="flex justify-between items-center">
-            <div className="space-y-1">
+          <Skeleton className={`h-4 w-24 bg-${colorScheme}-300`} />
-              <Skeleton className={`h-4 w-24 bg-${colorScheme}-300/20`} />
+          <Skeleton className={`h-4 w-12 bg-${colorScheme}-300 rounded-full`} />
-            </div>
-            <Skeleton className={`h-6 w-16 bg-${colorScheme}-300/20 rounded-full`} />
-          </div>
         </div>
       </div>
     </CardContent>
@@ -176,11 +165,26 @@ const MiniSalesChart = ({ className = "" }) => {
     totalOrders: 0,
     prevRevenue: 0,
     prevOrders: 0,
-    growth: {
+    periodProgress: 100
-      revenue: 0,
-      orders: 0
-    }
   });
+  const [projection, setProjection] = useState(null);
+  const [projectionLoading, setProjectionLoading] = useState(false);
+
+  const fetchProjection = useCallback(async () => {
+    if (summaryStats.periodProgress >= 100) return;
+    
+    try {
+      setProjectionLoading(true);
+      const response = await axios.get("/api/klaviyo/events/projection", {
+        params: { timeRange: "last30days" }
+      });
+      setProjection(response.data);
+    } catch (error) {
+      console.error("Error loading projection:", error);
+    } finally {
+      setProjectionLoading(false);
+    }
+  }, [summaryStats.periodProgress]);
 
   const fetchData = useCallback(async () => {
     try {
@@ -211,33 +215,30 @@ const MiniSalesChart = ({ className = "" }) => {
         totalOrders: acc.totalOrders + (Number(day.orders) || 0),
         prevRevenue: acc.prevRevenue + (Number(day.prevRevenue) || 0),
         prevOrders: acc.prevOrders + (Number(day.prevOrders) || 0),
+        periodProgress: day.periodProgress || 100,
       }), { 
         totalRevenue: 0, 
         totalOrders: 0,
         prevRevenue: 0,
-        prevOrders: 0
+        prevOrders: 0,
+        periodProgress: 100
       });
 
-      // Calculate growth percentages
-      const growth = {
-        revenue: totals.prevRevenue > 0 
-          ? ((totals.totalRevenue - totals.prevRevenue) / totals.prevRevenue) * 100 
-          : 0,
-        orders: totals.prevOrders > 0
-          ? ((totals.totalOrders - totals.prevOrders) / totals.prevOrders) * 100
-          : 0
-      };
-
       setData(processedData);
-      setSummaryStats({ ...totals, growth });
+      setSummaryStats(totals);
       setError(null);
+
+      // Fetch projection if needed
+      if (totals.periodProgress < 100) {
+        fetchProjection();
+      }
     } catch (error) {
       console.error("Error fetching data:", error);
       setError(error.message);
     } finally {
       setLoading(false);
     }
-  }, []);
+  }, [fetchProjection]);
 
   useEffect(() => {
     fetchData();
@@ -305,11 +306,19 @@ const MiniSalesChart = ({ className = "" }) => {
               title="30 Days Revenue"
               value={formatCurrency(summaryStats.totalRevenue, false)}
               previousValue={formatCurrency(summaryStats.prevRevenue, false)}
-              trend={summaryStats.growth.revenue >= 0 ? "up" : "down"}
+              trend={
-              trendValue={`${Math.abs(Math.round(summaryStats.growth.revenue))}%`}
+                summaryStats.periodProgress < 100 
+                  ? ((projection?.projectedRevenue || summaryStats.totalRevenue) >= summaryStats.prevRevenue ? "up" : "down")
+                  : (summaryStats.totalRevenue >= summaryStats.prevRevenue ? "up" : "down")
+              }
+              trendValue={
+                summaryStats.periodProgress < 100
+                  ? `${Math.abs(Math.round(((projection?.projectedRevenue || summaryStats.totalRevenue) - summaryStats.prevRevenue) / summaryStats.prevRevenue * 100))}%`
+                  : `${Math.abs(Math.round(((summaryStats.totalRevenue - summaryStats.prevRevenue) / summaryStats.prevRevenue) * 100))}%`
+              }
               colorClass="text-emerald-300"
               titleClass="text-emerald-300 font-bold text-md"
-              descriptionClass="text-emerald-300 text-md font-semibold"
+              descriptionClass="text-emerald-300 text-md font-semibold pb-1"
               icon={PiggyBank}
               iconColor="text-emerald-900"
               iconBackground="bg-emerald-300"
@@ -320,11 +329,19 @@ const MiniSalesChart = ({ className = "" }) => {
               title="30 Days Orders"
               value={summaryStats.totalOrders.toLocaleString()}
               previousValue={summaryStats.prevOrders.toLocaleString()}
-              trend={summaryStats.growth.orders >= 0 ? "up" : "down"}
+              trend={
-              trendValue={`${Math.abs(Math.round(summaryStats.growth.orders))}%`}
+                summaryStats.periodProgress < 100 
+                  ? ((Math.round(summaryStats.totalOrders * (100 / summaryStats.periodProgress))) >= summaryStats.prevOrders ? "up" : "down")
+                  : (summaryStats.totalOrders >= summaryStats.prevOrders ? "up" : "down")
+              }
+              trendValue={
+                summaryStats.periodProgress < 100
+                  ? `${Math.abs(Math.round(((Math.round(summaryStats.totalOrders * (100 / summaryStats.periodProgress))) - summaryStats.prevOrders) / summaryStats.prevOrders * 100))}%`
+                  : `${Math.abs(Math.round(((summaryStats.totalOrders - summaryStats.prevOrders) / summaryStats.prevOrders) * 100))}%`
+              }
               colorClass="text-blue-300"
               titleClass="text-blue-300 font-bold text-md"
-              descriptionClass="text-blue-300 text-md font-semibold"
+              descriptionClass="text-blue-300 text-md font-semibold pb-1"
               icon={Truck}
               iconColor="text-blue-900"
               iconBackground="bg-blue-300"

dashboard/src/components/dashboard/MiniStatCards.jsx

@@ -246,25 +246,45 @@ const MiniStatCards = ({
   }, []);
 
   const calculateRevenueTrend = useCallback(() => {
-    if (!stats?.prevPeriodRevenue && stats?.prevPeriodRevenue !== 0)
+    if (!stats?.prevPeriodRevenue && stats?.prevPeriodRevenue !== 0) return null;
-      return null;
+
-    const currentRevenue =
+    // If period is complete, use actual revenue
-      stats.periodProgress < 100 ? stats.projectedRevenue : stats.revenue;
+    // If period is incomplete, use smart projection when available, fallback to simple projection
-    const prevRevenue = stats.prevPeriodRevenue;
+    const currentRevenue = stats.periodProgress < 100 
+      ? (projection?.projectedRevenue || stats.projectedRevenue) 
+      : stats.revenue;
+    const prevRevenue = stats.prevPeriodRevenue;  // Previous period's total revenue
+
+    console.log('[MiniStatCards RevenueTrend Debug]', {
+      periodProgress: stats.periodProgress,
+      currentRevenue,
+      smartProjection: projection?.projectedRevenue,
+      simpleProjection: stats.projectedRevenue,
+      actualRevenue: stats.revenue,
+      prevRevenue,
+      isProjected: stats.periodProgress < 100
+    });
 
     if (!currentRevenue || !prevRevenue) return null;
 
+    // Calculate absolute difference percentage
     const trend = currentRevenue >= prevRevenue ? "up" : "down";
     const diff = Math.abs(currentRevenue - prevRevenue);
     const percentage = (diff / prevRevenue) * 100;
 
+    console.log('[MiniStatCards RevenueTrend Result]', {
+      trend,
+      percentage,
+      calculation: `(|${currentRevenue} - ${prevRevenue}| / ${prevRevenue}) * 100 = ${percentage}%`
+    });
+
     return {
       trend,
       value: percentage,
       current: currentRevenue,
       previous: prevRevenue,
     };
-  }, [stats]);
+  }, [stats, projection]);
 
   const calculateOrderTrend = useCallback(() => {
     if (!stats?.prevPeriodOrders) return null;

dashboard/src/components/dashboard/SalesChart.jsx

@@ -342,16 +342,8 @@ const calculateSummaryStats = (data = []) => {
     return best;
   }, null);
 
-  // Calculate growth percentages
+  // Get period progress from the last day
-  const growth = {
+  const periodProgress = data[data.length - 1]?.periodProgress || 100;
-    revenue: prevRevenue
-      ? ((totalRevenue - prevRevenue) / prevRevenue) * 100
-      : 0,
-    orders: prevOrders ? ((totalOrders - prevOrders) / prevOrders) * 100 : 0,
-    avgOrderValue: prevAvgOrderValue
-      ? ((avgOrderValue - prevAvgOrderValue) / prevAvgOrderValue) * 100
-      : 0,
-  };
 
   return {
     totalRevenue,
@@ -361,7 +353,7 @@ const calculateSummaryStats = (data = []) => {
     prevRevenue,
     prevOrders,
     prevAvgOrderValue,
-    growth,
+    periodProgress,
     movingAverages: {
       revenue: data[data.length - 1]?.movingAverage || 0,
       orders: data[data.length - 1]?.orderMovingAverage || 0,
@@ -371,7 +363,7 @@ const calculateSummaryStats = (data = []) => {
 };
 
 // Add memoized SummaryStats component
-const SummaryStats = memo(({ stats = {} }) => {
+const SummaryStats = memo(({ stats = {}, projection = null, projectionLoading = false }) => {
   const {
     totalRevenue = 0,
     totalOrders = 0,
@@ -380,17 +372,39 @@ const SummaryStats = memo(({ stats = {} }) => {
     prevRevenue = 0,
     prevOrders = 0,
     prevAvgOrderValue = 0,
-    growth = { revenue: 0, orders: 0, avgOrderValue: 0 },
+    periodProgress = 100
   } = stats;
 
+  // Calculate projected values when period is incomplete
+  const currentRevenue = periodProgress < 100 ? (projection?.projectedRevenue || totalRevenue) : totalRevenue;
+  const revenueTrend = currentRevenue >= prevRevenue ? "up" : "down";
+  const revenueDiff = Math.abs(currentRevenue - prevRevenue);
+  const revenuePercentage = (revenueDiff / prevRevenue) * 100;
+
+  // Calculate order trends
+  const currentOrders = periodProgress < 100 ? (projection?.projectedOrders || totalOrders) : totalOrders;
+  const ordersTrend = currentOrders >= prevOrders ? "up" : "down";
+  const ordersDiff = Math.abs(currentOrders - prevOrders);
+  const ordersPercentage = (ordersDiff / prevOrders) * 100;
+
+  // Calculate AOV trends
+  const currentAOV = currentOrders ? currentRevenue / currentOrders : avgOrderValue;
+  const aovTrend = currentAOV >= prevAvgOrderValue ? "up" : "down";
+  const aovDiff = Math.abs(currentAOV - prevAvgOrderValue);
+  const aovPercentage = (aovDiff / prevAvgOrderValue) * 100;
+
   return (
     <div className="grid grid-cols-2 lg:grid-cols-4 gap-4 py-4 max-w-3xl">
       <StatCard
         title="Total Revenue"
         value={formatCurrency(totalRevenue, false)}
-        description={`Previous: ${formatCurrency(prevRevenue, false)}`}
+        description={
-        trend={growth.revenue >= 0 ? "up" : "down"}
+          periodProgress < 100 
-        trendValue={formatPercentage(growth.revenue)}
+            ? `Projected: ${formatCurrency(projection?.projectedRevenue || totalRevenue, false)}`
+            : `Previous: ${formatCurrency(prevRevenue, false)}`
+        }
+        trend={projectionLoading && periodProgress < 100 ? undefined : revenueTrend}
+        trendValue={projectionLoading && periodProgress < 100 ? null : formatPercentage(revenuePercentage)}
         info="Total revenue for the selected period"
         colorClass="text-green-600 dark:text-green-400"
       />
@@ -398,9 +412,13 @@ const SummaryStats = memo(({ stats = {} }) => {
       <StatCard
         title="Total Orders"
         value={totalOrders.toLocaleString()}
-        description={`Previous: ${prevOrders.toLocaleString()} orders`}
+        description={
-        trend={growth.orders >= 0 ? "up" : "down"}
+          periodProgress < 100 
-        trendValue={formatPercentage(growth.orders)}
+            ? `Projected: ${(projection?.projectedOrders || totalOrders).toLocaleString()}`
+            : `Previous: ${prevOrders.toLocaleString()}`
+        }
+        trend={projectionLoading && periodProgress < 100 ? undefined : ordersTrend}
+        trendValue={projectionLoading && periodProgress < 100 ? null : formatPercentage(ordersPercentage)}
         info="Total number of orders for the selected period"
         colorClass="text-blue-600 dark:text-blue-400"
       />
@@ -408,9 +426,13 @@ const SummaryStats = memo(({ stats = {} }) => {
       <StatCard
         title="AOV"
         value={formatCurrency(avgOrderValue)}
-        description={`Previous: ${formatCurrency(prevAvgOrderValue)}`}
+        description={
-        trend={growth.avgOrderValue >= 0 ? "up" : "down"}
+          periodProgress < 100 
-        trendValue={formatPercentage(growth.avgOrderValue)}
+            ? `Projected: ${formatCurrency(currentAOV)}`
+            : `Previous: ${formatCurrency(prevAvgOrderValue)}`
+        }
+        trend={projectionLoading && periodProgress < 100 ? undefined : aovTrend}
+        trendValue={projectionLoading && periodProgress < 100 ? null : formatPercentage(aovPercentage)}
         info="Average value per order for the selected period"
         colorClass="text-purple-600 dark:text-purple-400"
       />
@@ -519,6 +541,25 @@ const SalesChart = ({ timeRange = "last30days", title = "Sales Overview" }) => {
     showPrevious: false,
   });
   const [summaryStats, setSummaryStats] = useState({});
+  const [projection, setProjection] = useState(null);
+  const [projectionLoading, setProjectionLoading] = useState(false);
+
+  // Add function to fetch projection
+  const fetchProjection = useCallback(async (params) => {
+    if (!params) return;
+    
+    try {
+      setProjectionLoading(true);
+      const response = await axios.get("/api/klaviyo/events/projection", {
+        params,
+      });
+      setProjection(response.data);
+    } catch (error) {
+      console.error("Error loading projection:", error);
+    } finally {
+      setProjectionLoading(false);
+    }
+  }, []);
 
   // Fetch data function
   const fetchData = useCallback(async (params) => {
@@ -551,13 +592,18 @@ const SalesChart = ({ timeRange = "last30days", title = "Sales Overview" }) => {
       setData(processedData);
       setSummaryStats(stats);
       setError(null);
+
+      // Fetch projection if needed
+      if (stats.periodProgress < 100) {
+        fetchProjection(params);
+      }
     } catch (error) {
       console.error("Error fetching data:", error);
       setError(error.message);
     } finally {
       setLoading(false);
     }
-  }, []);
+  }, [fetchProjection]);
 
   // Handle time range change
   const handleTimeRangeChange = useCallback(
@@ -832,7 +878,11 @@ const SalesChart = ({ timeRange = "last30days", title = "Sales Overview" }) => {
             (loading ? (
               <SkeletonStats />
             ) : (
-              <SummaryStats stats={summaryStats} />
+              <SummaryStats 
+                stats={summaryStats} 
+                projection={projection}
+                projectionLoading={projectionLoading}
+              />
             ))}
 
           {/* Show metric toggles only if not in error state */}

dashboard/src/components/dashboard/StatCards.jsx

@@ -1256,6 +1256,98 @@ const SkeletonTable = ({ rows = 8 }) => (
   </div>
 );
 
+const SummaryStats = memo(({ stats = {}, projection = null, projectionLoading = false }) => {
+  const {
+    totalRevenue = 0,
+    totalOrders = 0,
+    avgOrderValue = 0,
+    bestDay = null,
+    prevRevenue = 0,
+    prevOrders = 0,
+    prevAvgOrderValue = 0,
+    periodProgress = 100
+  } = stats;
+
+  // Calculate projected values when period is incomplete
+  const currentRevenue = periodProgress < 100 ? (projection?.projectedRevenue || totalRevenue) : totalRevenue;
+  const revenueTrend = currentRevenue >= prevRevenue ? "up" : "down";
+  const revenueDiff = Math.abs(currentRevenue - prevRevenue);
+  const revenuePercentage = (revenueDiff / prevRevenue) * 100;
+
+  // Calculate order trends
+  const currentOrders = periodProgress < 100 ? Math.round(totalOrders * (100 / periodProgress)) : totalOrders;
+  const ordersTrend = currentOrders >= prevOrders ? "up" : "down";
+  const ordersDiff = Math.abs(currentOrders - prevOrders);
+  const ordersPercentage = (ordersDiff / prevOrders) * 100;
+
+  // Calculate AOV trends
+  const currentAOV = currentOrders ? currentRevenue / currentOrders : avgOrderValue;
+  const aovTrend = currentAOV >= prevAvgOrderValue ? "up" : "down";
+  const aovDiff = Math.abs(currentAOV - prevAvgOrderValue);
+  const aovPercentage = (aovDiff / prevAvgOrderValue) * 100;
+
+  return (
+    <div className="grid grid-cols-2 lg:grid-cols-4 gap-4 py-4 max-w-3xl">
+      <StatCard
+        title="Total Revenue"
+        value={formatCurrency(totalRevenue, false)}
+        description={
+          periodProgress < 100 
+            ? `Projected: ${formatCurrency(currentRevenue, false)}`
+            : `Previous: ${formatCurrency(prevRevenue, false)}`
+        }
+        trend={projectionLoading && periodProgress < 100 ? undefined : revenueTrend}
+        trendValue={projectionLoading && periodProgress < 100 ? null : formatPercentage(revenuePercentage)}
+        info="Total revenue for the selected period"
+        colorClass="text-green-600 dark:text-green-400"
+      />
+
+      <StatCard
+        title="Total Orders"
+        value={totalOrders.toLocaleString()}
+        description={
+          periodProgress < 100 
+            ? `Projected: ${currentOrders.toLocaleString()}`
+            : `Previous: ${prevOrders.toLocaleString()}`
+        }
+        trend={projectionLoading && periodProgress < 100 ? undefined : ordersTrend}
+        trendValue={projectionLoading && periodProgress < 100 ? null : formatPercentage(ordersPercentage)}
+        info="Total number of orders for the selected period"
+        colorClass="text-blue-600 dark:text-blue-400"
+      />
+
+      <StatCard
+        title="AOV"
+        value={formatCurrency(avgOrderValue)}
+        description={
+          periodProgress < 100 
+            ? `Projected: ${formatCurrency(currentAOV)}`
+            : `Previous: ${formatCurrency(prevAvgOrderValue)}`
+        }
+        trend={projectionLoading && periodProgress < 100 ? undefined : aovTrend}
+        trendValue={projectionLoading && periodProgress < 100 ? null : formatPercentage(aovPercentage)}
+        info="Average value per order for the selected period"
+        colorClass="text-purple-600 dark:text-purple-400"
+      />
+
+      <StatCard
+        title="Best Day"
+        value={formatCurrency(bestDay?.revenue || 0, false)}
+        description={
+          bestDay?.timestamp
+            ? `${new Date(bestDay.timestamp).toLocaleDateString("en-US", {
+                month: "short",
+                day: "numeric",
+              })} - ${bestDay.orders} orders`
+            : "No data"
+        }
+        info="Day with highest revenue in the selected period"
+        colorClass="text-orange-600 dark:text-orange-400"
+      />
+    </div>
+  );
+});
+
 const StatCards = ({
   timeRange: initialTimeRange = "today",
   startDate,
@@ -1476,28 +1568,45 @@ const StatCards = ({
   }, []);
 
   const calculateRevenueTrend = useCallback(() => {
-    if (!stats?.prevPeriodRevenue && stats?.prevPeriodRevenue !== 0)
+    if (!stats?.prevPeriodRevenue && stats?.prevPeriodRevenue !== 0) return null;
-      return null;
 
-    // For incomplete periods, compare projected revenue to previous period
+    // If period is complete, use actual revenue
-    // For complete periods, compare actual revenue to previous period
+    // If period is incomplete, use smart projection when available, fallback to simple projection
-    const currentRevenue =
+    const currentRevenue = stats.periodProgress < 100 
-      stats.periodProgress < 100 ? stats.projectedRevenue : stats.revenue;
+      ? (projection?.projectedRevenue || stats.projectedRevenue) 
-    const prevRevenue = stats.prevPeriodRevenue;
+      : stats.revenue;
+    const prevRevenue = stats.prevPeriodRevenue;  // Previous period's total revenue
+
+    console.log('[RevenueTrend Debug]', {
+      periodProgress: stats.periodProgress,
+      currentRevenue,
+      smartProjection: projection?.projectedRevenue,
+      simpleProjection: stats.projectedRevenue,
+      actualRevenue: stats.revenue,
+      prevRevenue,
+      isProjected: stats.periodProgress < 100
+    });
 
     if (!currentRevenue || !prevRevenue) return null;
 
+    // Calculate absolute difference percentage
     const trend = currentRevenue >= prevRevenue ? "up" : "down";
     const diff = Math.abs(currentRevenue - prevRevenue);
     const percentage = (diff / prevRevenue) * 100;
 
+    console.log('[RevenueTrend Result]', {
+      trend,
+      percentage,
+      calculation: `(|${currentRevenue} - ${prevRevenue}| / ${prevRevenue}) * 100 = ${percentage}%`
+    });
+
     return {
       trend,
       value: percentage,
       current: currentRevenue,
       previous: prevRevenue,
     };
-  }, [stats]);
+  }, [stats, projection]);
 
   const calculateOrderTrend = useCallback(() => {
     if (!stats?.prevPeriodOrders) return null;