diff --git a/app/api/routes.py b/app/api/routes.py
index f325795..a26e621 100644
--- a/app/api/routes.py
+++ b/app/api/routes.py
@@ -423,6 +423,32 @@ async def get_cluster_historical_summary(
         logger.error(f"Error getting historical summary: {e}")
         raise HTTPException(status_code=500, detail=str(e))
 
+@api_router.get("/namespace/{namespace}/historical-analysis")
+async def get_namespace_historical_analysis(
+    namespace: str,
+    time_range: str = "24h",
+    prometheus_client=Depends(get_prometheus_client)
+):
+    """Get historical analysis for a specific namespace"""
+    try:
+        historical_service = HistoricalAnalysisService()
+        
+        # Get historical analysis for the namespace
+        analysis = await historical_service.get_namespace_historical_analysis(
+            namespace, time_range, prometheus_client
+        )
+        
+        return {
+            "namespace": namespace,
+            "time_range": time_range,
+            "analysis": analysis,
+            "timestamp": datetime.now().isoformat()
+        }
+        
+    except Exception as e:
+        logger.error(f"Error getting historical analysis for namespace {namespace}: {e}")
+        raise HTTPException(status_code=500, detail=str(e))
+
 @api_router.get("/health")
 async def health_check():
     """API health check"""
diff --git a/app/services/historical_analysis.py b/app/services/historical_analysis.py
index 6df141c..3f063ba 100644
--- a/app/services/historical_analysis.py
+++ b/app/services/historical_analysis.py
@@ -443,3 +443,129 @@ class HistoricalAnalysisService:
         except Exception as e:
             logger.error(f"Error getting historical summary: {e}")
             return {}
+
+    async def get_namespace_historical_analysis(self, namespace: str, time_range: str, prometheus_client):
+        """Get historical analysis for a specific namespace"""
+        try:
+            logger.info(f"Getting historical analysis for namespace: {namespace}")
+            
+            # Query for CPU usage by namespace
+            cpu_query = f'''
+            sum(rate(container_cpu_usage_seconds_total{{
+                namespace="{namespace}",
+                container!="POD",
+                container!=""
+            }}[{time_range}]))
+            '''
+            
+            # Query for memory usage by namespace
+            memory_query = f'''
+            sum(container_memory_working_set_bytes{{
+                namespace="{namespace}",
+                container!="POD",
+                container!=""
+            }})
+            '''
+            
+            # Query for CPU requests by namespace
+            cpu_requests_query = f'''
+            sum(kube_pod_container_resource_requests{{
+                namespace="{namespace}",
+                resource="cpu"
+            }})
+            '''
+            
+            # Query for memory requests by namespace
+            memory_requests_query = f'''
+            sum(kube_pod_container_resource_requests{{
+                namespace="{namespace}",
+                resource="memory"
+            }})
+            '''
+            
+            # Query for pod count by namespace
+            pod_count_query = f'''
+            count(kube_pod_info{{namespace="{namespace}"}})
+            '''
+            
+            # Execute queries
+            cpu_usage = await self._query_prometheus(cpu_query, 
+                datetime.now() - timedelta(seconds=self.time_ranges[time_range]), 
+                datetime.now(), prometheus_client)
+            memory_usage = await self._query_prometheus(memory_query, 
+                datetime.now() - timedelta(seconds=self.time_ranges[time_range]), 
+                datetime.now(), prometheus_client)
+            cpu_requests = await self._query_prometheus(cpu_requests_query, 
+                datetime.now() - timedelta(seconds=self.time_ranges[time_range]), 
+                datetime.now(), prometheus_client)
+            memory_requests = await self._query_prometheus(memory_requests_query, 
+                datetime.now() - timedelta(seconds=self.time_ranges[time_range]), 
+                datetime.now(), prometheus_client)
+            pod_count = await self._query_prometheus(pod_count_query, 
+                datetime.now() - timedelta(seconds=self.time_ranges[time_range]), 
+                datetime.now(), prometheus_client)
+            
+            # Calculate utilization percentages
+            cpu_utilization = 0
+            memory_utilization = 0
+            
+            if cpu_usage and cpu_requests and cpu_requests[0][1] != '0':
+                cpu_utilization = (float(cpu_usage[0][1]) / float(cpu_requests[0][1])) * 100
+                
+            if memory_usage and memory_requests and memory_requests[0][1] != '0':
+                memory_utilization = (float(memory_usage[0][1]) / float(memory_requests[0][1])) * 100
+            
+            # Generate recommendations based on utilization
+            recommendations = []
+            
+            if cpu_utilization > 80:
+                recommendations.append({
+                    "type": "cpu_high_utilization",
+                    "severity": "warning",
+                    "message": f"High CPU utilization: {cpu_utilization:.1f}%",
+                    "recommendation": "Consider increasing CPU requests or optimizing application performance"
+                })
+            elif cpu_utilization < 20:
+                recommendations.append({
+                    "type": "cpu_low_utilization", 
+                    "severity": "info",
+                    "message": f"Low CPU utilization: {cpu_utilization:.1f}%",
+                    "recommendation": "Consider reducing CPU requests to optimize resource allocation"
+                })
+                
+            if memory_utilization > 80:
+                recommendations.append({
+                    "type": "memory_high_utilization",
+                    "severity": "warning", 
+                    "message": f"High memory utilization: {memory_utilization:.1f}%",
+                    "recommendation": "Consider increasing memory requests or optimizing memory usage"
+                })
+            elif memory_utilization < 20:
+                recommendations.append({
+                    "type": "memory_low_utilization",
+                    "severity": "info",
+                    "message": f"Low memory utilization: {memory_utilization:.1f}%", 
+                    "recommendation": "Consider reducing memory requests to optimize resource allocation"
+                })
+            
+            return {
+                'namespace': namespace,
+                'time_range': time_range,
+                'cpu_usage': float(cpu_usage[0][1]) if cpu_usage else 0,
+                'memory_usage': float(memory_usage[0][1]) if memory_usage else 0,
+                'cpu_requests': float(cpu_requests[0][1]) if cpu_requests else 0,
+                'memory_requests': float(memory_requests[0][1]) if memory_requests else 0,
+                'cpu_utilization': cpu_utilization,
+                'memory_utilization': memory_utilization,
+                'pod_count': int(pod_count[0][1]) if pod_count else 0,
+                'recommendations': recommendations
+            }
+            
+        except Exception as e:
+            logger.error(f"Error getting historical analysis for namespace {namespace}: {e}")
+            return {
+                'namespace': namespace,
+                'time_range': time_range,
+                'error': str(e),
+                'recommendations': []
+            }
diff --git a/app/static/index.html b/app/static/index.html
index c1b1bad..55f6eb0 100644
--- a/app/static/index.html
+++ b/app/static/index.html
@@ -497,6 +497,66 @@
             font-size: 0.9rem;
         }
 
+        /* Modal Styles */
+        .modal {
+            position: fixed;
+            top: 0;
+            left: 0;
+            width: 100%;
+            height: 100%;
+            background: rgba(0, 0, 0, 0.5);
+            z-index: 1000;
+            display: flex;
+            align-items: center;
+            justify-content: center;
+        }
+
+        .modal-content {
+            background: white;
+            border-radius: 8px;
+            max-width: 800px;
+            width: 90%;
+            max-height: 80vh;
+            overflow-y: auto;
+            box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
+        }
+
+        .modal-header {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            padding: 1rem 1.5rem;
+            border-bottom: 1px solid #dee2e6;
+            background: #f8f9fa;
+        }
+
+        .modal-header h2 {
+            margin: 0;
+            color: #cc0000;
+        }
+
+        .modal-close {
+            background: none;
+            border: none;
+            font-size: 1.5rem;
+            cursor: pointer;
+            color: #6c757d;
+            padding: 0;
+            width: 30px;
+            height: 30px;
+            display: flex;
+            align-items: center;
+            justify-content: center;
+        }
+
+        .modal-close:hover {
+            color: #dc3545;
+        }
+
+        .modal-body {
+            padding: 1.5rem;
+        }
+
         /* Filters */
         .filters {
             display: flex;
@@ -602,7 +662,6 @@
             <div style="display: flex; gap: 1rem; flex-wrap: wrap;">
                 <button class="btn" onclick="loadClusterStatus()">Refresh Status</button>
                 <button class="btn btn-secondary" onclick="loadValidationsByNamespace()">View Analysis</button>
-                <button class="btn btn-secondary" onclick="loadHistoricalValidations()">Historical Analysis</button>
                 <button class="btn btn-secondary" onclick="loadVPARecommendations()">View VPA</button>
             </div>
         </div>
@@ -713,6 +772,19 @@
 
         <!-- Success -->
         <div class="success hidden" id="success"></div>
+
+        <!-- Historical Analysis Modal -->
+        <div class="modal hidden" id="historicalModal">
+            <div class="modal-content">
+                <div class="modal-header">
+                    <h2 id="historicalModalTitle">Historical Analysis</h2>
+                    <button class="modal-close" onclick="closeHistoricalModal()">&times;</button>
+                </div>
+                <div class="modal-body" id="historicalModalBody">
+                    <!-- Content will be loaded here -->
+                </div>
+            </div>
+        </div>
     </div>
 
     <script>
@@ -966,6 +1038,7 @@
                                 <div class="accordion-stat">${totalValidations} analysis</div>
                                 <div class="accordion-stat" style="color: #dc3545;">${errorCount} errors</div>
                                 <div class="accordion-stat" style="color: #ffc107;">${warningCount} warnings</div>
+                                <button class="btn btn-secondary" style="padding: 0.25rem 0.5rem; font-size: 0.8rem; margin-left: 0.5rem;" onclick="event.stopPropagation(); loadNamespaceHistoricalAnalysis('${namespace.namespace}')">Historical Analysis</button>
                             </div>
                             <div class="accordion-arrow">▶</div>
                         </div>
@@ -1277,6 +1350,122 @@
 
             container.innerHTML = html;
         }
+
+        // Historical Analysis Modal Functions
+        async function loadNamespaceHistoricalAnalysis(namespace) {
+            showLoading();
+            
+            try {
+                const timeRange = '24h'; // Default time range
+                const response = await fetch(`/api/v1/namespace/${namespace}/historical-analysis?time_range=${timeRange}`);
+                
+                if (!response.ok) {
+                    throw new Error(`HTTP ${response.status}: ${response.statusText}`);
+                }
+                
+                const data = await response.json();
+                displayNamespaceHistoricalAnalysis(data);
+                showHistoricalModal(namespace);
+                
+            } catch (error) {
+                showError('Error loading historical analysis: ' + error.message);
+            } finally {
+                hideLoading();
+            }
+        }
+
+        function displayNamespaceHistoricalAnalysis(data) {
+            const container = document.getElementById('historicalModalBody');
+            
+            if (data.analysis.error) {
+                container.innerHTML = `
+                    <div class="error">
+                        <h3>Error loading historical data</h3>
+                        <p>${data.analysis.error}</p>
+                    </div>
+                `;
+                return;
+            }
+
+            const analysis = data.analysis;
+            const recommendations = analysis.recommendations || [];
+            
+            let html = `
+                <div class="historical-summary">
+                    <h3>Namespace: ${analysis.namespace}</h3>
+                    <p><strong>Time Range:</strong> ${analysis.time_range}</p>
+                    <p><strong>Pods:</strong> ${analysis.pod_count}</p>
+                </div>
+                
+                <div class="historical-stats">
+                    <div class="historical-stat">
+                        <h4>CPU Usage</h4>
+                        <div class="value">${analysis.cpu_usage.toFixed(3)} cores</div>
+                    </div>
+                    <div class="historical-stat">
+                        <h4>Memory Usage</h4>
+                        <div class="value">${(analysis.memory_usage / (1024*1024*1024)).toFixed(2)} GiB</div>
+                    </div>
+                    <div class="historical-stat">
+                        <h4>CPU Utilization</h4>
+                        <div class="value" style="color: ${analysis.cpu_utilization > 80 ? '#dc3545' : analysis.cpu_utilization < 20 ? '#28a745' : '#007bff'}">${analysis.cpu_utilization.toFixed(1)}%</div>
+                    </div>
+                    <div class="historical-stat">
+                        <h4>Memory Utilization</h4>
+                        <div class="value" style="color: ${analysis.memory_utilization > 80 ? '#dc3545' : analysis.memory_utilization < 20 ? '#28a745' : '#007bff'}">${analysis.memory_utilization.toFixed(1)}%</div>
+                    </div>
+                </div>
+            `;
+
+            if (recommendations.length > 0) {
+                html += `
+                    <div class="historical-summary">
+                        <h3>Recommendations</h3>
+                `;
+                
+                recommendations.forEach(rec => {
+                    const severityClass = rec.severity;
+                    html += `
+                        <div class="historical-validation ${severityClass}">
+                            <div class="validation-header">
+                                <span class="severity-badge severity-${severityClass}">${severityClass}</span>
+                                ${rec.message}
+                            </div>
+                            <div class="validation-recommendation">
+                                <strong>Recommendation:</strong> ${rec.recommendation}
+                            </div>
+                        </div>
+                    `;
+                });
+                
+                html += `</div>`;
+            } else {
+                html += `
+                    <div class="historical-summary">
+                        <h3>Recommendations</h3>
+                        <p>No specific recommendations at this time. Resource utilization appears to be within normal ranges.</p>
+                    </div>
+                `;
+            }
+
+            container.innerHTML = html;
+        }
+
+        function showHistoricalModal(namespace) {
+            document.getElementById('historicalModalTitle').textContent = `Historical Analysis - ${namespace}`;
+            document.getElementById('historicalModal').classList.remove('hidden');
+        }
+
+        function closeHistoricalModal() {
+            document.getElementById('historicalModal').classList.add('hidden');
+        }
+
+        // Close modal when clicking outside
+        document.getElementById('historicalModal').addEventListener('click', function(e) {
+            if (e.target === this) {
+                closeHistoricalModal();
+            }
+        });
     </script>
 </body>
 </html>