diff --git a/backend/src/api/statistics/statistics-api.ts b/backend/src/api/statistics/statistics-api.ts
index 5a3222e82..4bf86ff74 100644
--- a/backend/src/api/statistics/statistics-api.ts
+++ b/backend/src/api/statistics/statistics-api.ts
@@ -295,7 +295,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list2H() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -306,7 +306,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list24h() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -317,7 +317,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list1W() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -328,7 +328,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list1M() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -339,7 +339,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list3M() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -350,7 +350,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list6M() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -361,7 +361,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list1Y() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -372,7 +372,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list2Y() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -383,7 +383,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list3Y() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -394,7 +394,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$list4Y() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
@@ -405,7 +405,7 @@ class StatisticsApi {
       return this.mapStatisticToOptimizedStatistic(rows as Statistic[]);
     } catch (e) {
       logger.err('$listAll() error' + (e instanceof Error ? e.message : e));
-      return [];
+      throw e;
     }
   }
 
diff --git a/backend/src/api/statistics/statistics.routes.ts b/backend/src/api/statistics/statistics.routes.ts
index ec05bf032..52f16ab2c 100644
--- a/backend/src/api/statistics/statistics.routes.ts
+++ b/backend/src/api/statistics/statistics.routes.ts
@@ -22,7 +22,6 @@ class StatisticsRoutes {
   private async $getStatisticsByTime(time: '2h' | '24h' | '1w' | '1m' | '3m' | '6m' | '1y' | '2y' | '3y' | '4y' | 'all', req: Request, res: Response) {
     res.header('Pragma', 'public');
     res.header('Cache-control', 'public');
-    res.setHeader('Expires', new Date(Date.now() + 1000 * 300).toUTCString());
 
     try {
       let result;
@@ -63,6 +62,11 @@ class StatisticsRoutes {
           res.setHeader('Expires', new Date(Date.now() + 1000 * 30).toUTCString());
           break;
       }
+
+      if (!res.hasHeader('Expires')) {
+        res.setHeader('Expires', new Date(Date.now() + 1000 * 300).toUTCString());
+      }
+
       res.json(result);
     } catch (e) {
       handleError(req, res, 500, 'Failed to get statistics');
diff --git a/frontend/src/app/components/custom-dashboard/custom-dashboard.component.html b/frontend/src/app/components/custom-dashboard/custom-dashboard.component.html
index e54603789..a5fba287f 100644
--- a/frontend/src/app/components/custom-dashboard/custom-dashboard.component.html
+++ b/frontend/src/app/components/custom-dashboard/custom-dashboard.component.html
@@ -55,13 +55,15 @@
               <div class="card-body">
                 <ng-container *ngTemplateOutlet="mempoolTable; context: { $implicit: mempoolInfoData }"></ng-container>
                   <h5 class="card-title mt-3" i18n="dashboard.incoming-transactions">Incoming Transactions</h5>
-                  <div class="mempool-graph" *ngIf="(mempoolStats$ | async) as mempoolStats">
+                  <div class="mempool-graph">
                     <app-incoming-transactions-graph
                       [height]="incomingGraphHeight"
                       [left]="50"
                       [right]="20"
                       [data]="mempoolStats?.weightPerSecond"
+                      [isLoading]="isMempoolStatsLoading"
                       [windowPreferenceOverride]="'2h'"
+                      [error]="mempoolStatsError"
                       ></app-incoming-transactions-graph>
                   </div>
               </div>
diff --git a/frontend/src/app/components/custom-dashboard/custom-dashboard.component.ts b/frontend/src/app/components/custom-dashboard/custom-dashboard.component.ts
index 62576e399..215177d70 100644
--- a/frontend/src/app/components/custom-dashboard/custom-dashboard.component.ts
+++ b/frontend/src/app/components/custom-dashboard/custom-dashboard.component.ts
@@ -1,6 +1,6 @@
 import { AfterViewInit, ChangeDetectionStrategy, ChangeDetectorRef, Component, HostListener, Inject, OnDestroy, OnInit, PLATFORM_ID } from '@angular/core';
 import { combineLatest, merge, Observable, of, Subject, Subscription } from 'rxjs';
-import { catchError, filter, map, scan, shareReplay, startWith, switchMap, tap } from 'rxjs/operators';
+import { catchError, filter, map, retry, scan, shareReplay, startWith, switchMap, tap } from 'rxjs/operators';
 import { BlockExtended, OptimizedMempoolStats, TransactionStripped } from '@interfaces/node-api.interface';
 import { MempoolInfo, ReplacementInfo } from '@interfaces/websocket.interface';
 import { ApiService } from '@app/services/api.service';
@@ -47,10 +47,13 @@ export class CustomDashboardComponent implements OnInit, OnDestroy, AfterViewIni
   replacements$: Observable<ReplacementInfo[]>;
   latestBlockHeight: number;
   mempoolTransactionsWeightPerSecondData: any;
-  mempoolStats$: Observable<MempoolStatsData>;
+  mempoolStats: MempoolStatsData;
+  mempoolStatsError: any;
+  isMempoolStatsLoading: boolean = true;
   transactionsWeightPerSecondOptions: any;
   isLoadingWebSocket$: Observable<boolean>;
   isLoad: boolean = true;
+  mempoolStatsSubscription: Subscription;
   filterSubscription: Subscription;
   mempoolInfoSubscription: Subscription;
   currencySubscription: Subscription;
@@ -100,6 +103,7 @@ export class CustomDashboardComponent implements OnInit, OnDestroy, AfterViewIni
   }
 
   ngOnDestroy(): void {
+    this.mempoolStatsSubscription.unsubscribe();
     this.filterSubscription.unsubscribe();
     this.mempoolInfoSubscription.unsubscribe();
     this.currencySubscription.unsubscribe();
@@ -225,13 +229,19 @@ export class CustomDashboardComponent implements OnInit, OnDestroy, AfterViewIni
 
     this.replacements$ = this.stateService.rbfLatestSummary$;
 
-    this.mempoolStats$ = this.stateService.connectionState$
+    this.mempoolStatsSubscription = this.stateService.connectionState$
       .pipe(
         filter((state) => state === 2),
+        tap(() => {
+          this.isMempoolStatsLoading = true;
+          this.mempoolStatsError = null;
+        }),
         switchMap(() => this.apiService.list2HStatistics$().pipe(
-          catchError((e) => {
+          retry({ count: 3, delay: 1000 }),
+          catchError((err) => {
+            this.mempoolStatsError = err;
             return of(null);
-          })
+          }),
         )),
         switchMap((mempoolStats) => {
           return merge(
@@ -240,6 +250,7 @@ export class CustomDashboardComponent implements OnInit, OnDestroy, AfterViewIni
                 scan((acc, stats) => {
                   const now = Date.now() / 1000;
                   const start = now - (2 * 60 * 60);
+                  this.mempoolStatsError = null;
                   acc.unshift(stats);
                   acc = acc.filter(p => p.added >= start);
                   return acc;
@@ -258,8 +269,11 @@ export class CustomDashboardComponent implements OnInit, OnDestroy, AfterViewIni
             return null;
           }
         }),
-        shareReplay(1),
-      );
+      ).subscribe((mempoolStats) => {
+        this.isMempoolStatsLoading = false;
+        this.mempoolStats = mempoolStats;
+        this.cd.markForCheck();
+      });
 
     this.currencySubscription = this.stateService.fiatCurrency$.subscribe((fiat) => {
       this.currency = fiat;
diff --git a/frontend/src/app/components/incoming-transactions-graph/incoming-transactions-graph.component.html b/frontend/src/app/components/incoming-transactions-graph/incoming-transactions-graph.component.html
index 2bbb3080e..10f0706ae 100644
--- a/frontend/src/app/components/incoming-transactions-graph/incoming-transactions-graph.component.html
+++ b/frontend/src/app/components/incoming-transactions-graph/incoming-transactions-graph.component.html
@@ -1,6 +1,6 @@
 <div class="echarts" *browserOnly echarts [initOpts]="mempoolStatsChartInitOption" [options]="mempoolStatsChartOption" (chartRendered)="rendered()"
   (chartInit)="onChartInit($event)" [style]="{opacity: isLoading ? 0.5 : 1}">
 </div>
-<div class="text-center loadingGraphs" *ngIf="!stateService.isBrowser || isLoading">
+<div class="text-center loadingGraphs" *ngIf="!stateService.isBrowser || (isLoading && !error)">
   <div class="spinner-border text-light"></div>
 </div>
\ No newline at end of file
diff --git a/frontend/src/app/components/incoming-transactions-graph/incoming-transactions-graph.component.ts b/frontend/src/app/components/incoming-transactions-graph/incoming-transactions-graph.component.ts
index dfec9f355..aceb5b99f 100644
--- a/frontend/src/app/components/incoming-transactions-graph/incoming-transactions-graph.component.ts
+++ b/frontend/src/app/components/incoming-transactions-graph/incoming-transactions-graph.component.ts
@@ -33,7 +33,8 @@ export class IncomingTransactionsGraphComponent implements OnInit, OnChanges, On
   @Input() template: ('widget' | 'advanced') = 'widget';
   @Input() windowPreferenceOverride: string;
   @Input() outlierCappingEnabled: boolean = false;
-  @Input() isLoading: boolean;
+  @Input() isLoading: boolean = true;
+  @Input() error: any;
 
   mempoolStatsChartOption: EChartsOption = {};
   mempoolStatsChartInitOption = {
@@ -55,14 +56,18 @@ export class IncomingTransactionsGraphComponent implements OnInit, OnChanges, On
   ngOnInit() {
     this.rateUnitSub = this.stateService.rateUnits$.subscribe(rateUnits => {
       this.weightMode = rateUnits === 'wu';
-      if (this.data) {
+      if (this.data && !this.error) {
         this.mountChart();
       }
     });
   }
 
   ngOnChanges(): void {
-    if (!this.data) {
+    if (this.isLoading) {
+      return;
+    }
+    if (!this.data || (this.data && this.data.series?.[0]?.length === 0) || this.error) {
+      this.mountMessageOnChart();
       return;
     }
     this.windowPreference = (this.windowPreferenceOverride ? this.windowPreferenceOverride : this.storageService.getValue('graphWindowPreference')) || '2h';
@@ -259,8 +264,8 @@ export class IncomingTransactionsGraphComponent implements OnInit, OnChanges, On
       ],
       yAxis: {
         max: (value): number => {
-          let cappedMax = value.max;
-          if (this.outlierCappingEnabled && value.max >= (this.medianVbytesPerSecond * OUTLIERS_MEDIAN_MULTIPLIER)) {
+          let cappedMax = Number.isFinite(value.max) ? value.max : 0;
+          if (this.outlierCappingEnabled && cappedMax >= (this.medianVbytesPerSecond * OUTLIERS_MEDIAN_MULTIPLIER)) {
             cappedMax = Math.round(this.medianVbytesPerSecond * OUTLIERS_MEDIAN_MULTIPLIER);
           }
           // always show the clearing rate line, plus a small margin
@@ -322,6 +327,28 @@ export class IncomingTransactionsGraphComponent implements OnInit, OnChanges, On
     };
   }
 
+  mountMessageOnChart(): void {
+    let errorMessage = $localize`:error.general-loading-data:Error loading data.`;
+    if (!this.error && this.data && this.data.series[0]?.length === 0) { // Empty array
+      errorMessage = $localize`No data to display yet. Try again later.`;
+    }
+    if (this.template === 'widget') {
+      errorMessage = $localize`Awaiting live update...`;
+    }
+
+    this.mempoolStatsChartOption = {
+      title: {
+        textStyle: {
+          color: 'grey',
+          fontSize: 15
+        },
+        text: errorMessage,
+        left: 'center',
+        top: 'center',
+      },
+    };
+  }
+
   onChartInit(ec) {
     this.chartInstance = ec;
   }
diff --git a/frontend/src/app/components/mempool-graph/mempool-graph.component.html b/frontend/src/app/components/mempool-graph/mempool-graph.component.html
index 155d73ecf..7d6c9eeea 100644
--- a/frontend/src/app/components/mempool-graph/mempool-graph.component.html
+++ b/frontend/src/app/components/mempool-graph/mempool-graph.component.html
@@ -1,5 +1,5 @@
 <div *browserOnly echarts class="echarts" (chartInit)="onChartReady($event)" (chartRendered)="rendered()" [initOpts]="mempoolVsizeFeesInitOptions" 
   [options]="mempoolVsizeFeesOptions" [style]="{opacity: isLoading ? 0.5 : 1}"></div>
-<div class="text-center loadingGraphs" *ngIf="!stateService.isBrowser || isLoading">
+<div class="text-center loadingGraphs" *ngIf="!stateService.isBrowser || (isLoading && !error)">
   <div class="spinner-border text-light"></div>
 </div>
\ No newline at end of file
diff --git a/frontend/src/app/components/mempool-graph/mempool-graph.component.ts b/frontend/src/app/components/mempool-graph/mempool-graph.component.ts
index 1409ea8bb..583f07779 100644
--- a/frontend/src/app/components/mempool-graph/mempool-graph.component.ts
+++ b/frontend/src/app/components/mempool-graph/mempool-graph.component.ts
@@ -25,7 +25,7 @@ import { download, formatterXAxis, formatterXAxisLabel } from '@app/shared/graph
   changeDetection: ChangeDetectionStrategy.OnPush,
 })
 export class MempoolGraphComponent implements OnInit, OnChanges {
-  @Input() data: any[];
+  @Input() data: OptimizedMempoolStats[];
   @Input() filterSize = 100000;
   @Input() limitFilterFee = 1;
   @Input() hideCount: boolean = true;
@@ -37,6 +37,7 @@ export class MempoolGraphComponent implements OnInit, OnChanges {
   @Input() showZoom = true;
   @Input() windowPreferenceOverride: string;
   @Input() isLoading: boolean;
+  @Input() error: any;
 
   mempoolVsizeFeesData: any;
   mempoolVsizeFeesOptions: EChartsOption;
@@ -72,7 +73,11 @@ export class MempoolGraphComponent implements OnInit, OnChanges {
   }
 
   ngOnChanges(changes) {
-    if (!this.data) {
+    if (this.isLoading) {
+      return;
+    }
+    if (!this.data || (this.data && this.data.length === 0) || this.error) {
+      this.mountMessageOnChart();
       return;
     }
     this.isWidget = this.template === 'widget';
@@ -455,6 +460,25 @@ export class MempoolGraphComponent implements OnInit, OnChanges {
     };
   }
 
+  mountMessageOnChart() {
+    let errorMessage = $localize`:error.general-loading-data:Error loading data.`;
+    if (!this.error && this.data && this.data.length === 0) { // Empty array
+      errorMessage = $localize`No data to display yet. Try again later.`;
+    }
+
+    this.mempoolVsizeFeesOptions = {
+      title: {
+        textStyle: {
+          color: 'grey',
+          fontSize: 15
+        },
+        text: errorMessage,
+        left: 'center',
+        top: 'center',
+      },
+    };
+  }
+
   getTotalValues = (values: any) => {
     let totalValueTemp = 0;
     const totalValueArray = [];
diff --git a/frontend/src/app/components/statistics/statistics.component.html b/frontend/src/app/components/statistics/statistics.component.html
index acd7a64f1..98116df2d 100644
--- a/frontend/src/app/components/statistics/statistics.component.html
+++ b/frontend/src/app/components/statistics/statistics.component.html
@@ -5,7 +5,7 @@
         <div class="card-header">
           <div class="d-flex d-md-block align-items-baseline">
             <span i18n="statistics.memory-by-vBytes">Mempool by vBytes (sat/vByte)</span>
-            <button class="btn p-0 ps-2" style="margin: 0 0 4px 0px" (click)="onSaveChart('mempool')">
+            <button class="btn p-0 ps-2" style="margin: 0 0 4px 0px" [disabled]="statsError || !mempoolStats?.length" (click)="onSaveChart('mempool')">
               <fa-icon [icon]="['fas', 'download']" [fixedWidth]="true"></fa-icon>
             </button>
           </div>  
@@ -83,7 +83,7 @@
           <div class="incoming-transactions-graph">
             <app-mempool-graph #mempoolgraph dir="ltr" [template]="'advanced'" [hideCount]="!showCount"
               [limitFilterFee]="filterFeeIndex" [height]="500" [left]="65" [right]="showCount ? 50 : 10"
-              [data]="mempoolStats && mempoolStats.length ? mempoolStats : null" [isLoading]="isLoading"></app-mempool-graph>
+              [data]="mempoolStats" [isLoading]="isLoading" [error]="statsError"></app-mempool-graph>
           </div>
         </div>
       </div>
@@ -95,7 +95,7 @@
           <div class="vbytes-title">
             <div>
               <span i18n="statistics.transaction-vbytes-per-second">Transaction vBytes per second (vB/s)</span>
-              <button class="btn p-0 ps-2" style="margin: 0 0 4px 0px" (click)="onSaveChart('incoming')">
+              <button class="btn p-0 ps-2" style="margin: 0 0 4px 0px" [disabled]="statsError || !mempoolTransactionsWeightPerSecondData?.series[0]?.length" (click)="onSaveChart('incoming')">
                 <fa-icon [icon]="['fas', 'download']" [fixedWidth]="true"></fa-icon>
               </button>
             </div>
@@ -111,7 +111,7 @@
         <div class="card-body">
           <div class="incoming-transactions-graph">
             <app-incoming-transactions-graph #incominggraph [height]="500" [left]="65" [template]="'advanced'"
-              [data]="mempoolTransactionsWeightPerSecondData" [outlierCappingEnabled]="outlierCappingEnabled" [isLoading]="isLoading"></app-incoming-transactions-graph>
+              [data]="mempoolTransactionsWeightPerSecondData" [outlierCappingEnabled]="outlierCappingEnabled" [isLoading]="isLoading" [error]="statsError"></app-incoming-transactions-graph>
           </div>
         </div>
       </div>
diff --git a/frontend/src/app/components/statistics/statistics.component.ts b/frontend/src/app/components/statistics/statistics.component.ts
index af486970e..87601dee7 100644
--- a/frontend/src/app/components/statistics/statistics.component.ts
+++ b/frontend/src/app/components/statistics/statistics.component.ts
@@ -1,8 +1,8 @@
 import { Component, OnInit, LOCALE_ID, Inject, ViewChild, ElementRef } from '@angular/core';
 import { ActivatedRoute } from '@angular/router';
 import { UntypedFormGroup, UntypedFormBuilder } from '@angular/forms';
-import { of, merge} from 'rxjs';
-import { switchMap } from 'rxjs/operators';
+import { of, merge, Observable} from 'rxjs';
+import { catchError, retry, scan, switchMap, tap } from 'rxjs/operators';
 
 import { OptimizedMempoolStats } from '@interfaces/node-api.interface';
 import { WebsocketService } from '@app/services/websocket.service';
@@ -36,7 +36,7 @@ export class StatisticsComponent implements OnInit {
   maxFeeIndex: number;
   dropDownOpen = false;
   outlierCappingEnabled = false;
-  mempoolStats: OptimizedMempoolStats[] = [];
+  mempoolStats: OptimizedMempoolStats[];
 
   mempoolVsizeFeesData: any;
   mempoolUnconfirmedTransactionsData: any;
@@ -48,6 +48,7 @@ export class StatisticsComponent implements OnInit {
   feeLevelDropdownData = [];
   timespan = '';
   titleCount = $localize`Count`;
+  statsError: any;
 
   constructor(
     @Inject(LOCALE_ID) private locale: string,
@@ -88,58 +89,75 @@ export class StatisticsComponent implements OnInit {
       this.radioGroupForm.controls.dateSpan.valueChanges
     )
     .pipe(
+      tap(() => {
+        this.statsError = null;
+        this.isLoading = true;
+      }),
       switchMap(() => {
         this.timespan = this.radioGroupForm.controls.dateSpan.value;
-        this.isLoading = true;
         if (this.radioGroupForm.controls.dateSpan.value === '2h') {
           this.websocketService.want(['blocks', 'live-2h-chart']);
-          return this.apiService.list2HStatistics$();
+          return this.errorHandlerPipe(this.apiService.list2HStatistics$());
         }
         this.websocketService.want(['blocks']);
         if (this.radioGroupForm.controls.dateSpan.value === '24h') {
-          return this.apiService.list24HStatistics$();
+          return this.errorHandlerPipe(this.apiService.list24HStatistics$());
         }
         if (this.radioGroupForm.controls.dateSpan.value === '1w') {
-          return this.apiService.list1WStatistics$();
+          return this.errorHandlerPipe(this.apiService.list1WStatistics$());
         }
         if (this.radioGroupForm.controls.dateSpan.value === '1m') {
-          return this.apiService.list1MStatistics$();
+          return this.errorHandlerPipe(this.apiService.list1MStatistics$());
         }
         if (this.radioGroupForm.controls.dateSpan.value === '3m') {
-          return this.apiService.list3MStatistics$();
+          return this.errorHandlerPipe(this.apiService.list3MStatistics$());
         }
         if (this.radioGroupForm.controls.dateSpan.value === '6m') {
-          return this.apiService.list6MStatistics$();
+          return this.errorHandlerPipe(this.apiService.list6MStatistics$());
         }
         if (this.radioGroupForm.controls.dateSpan.value === '1y') {
-          return this.apiService.list1YStatistics$();
+          return this.errorHandlerPipe(this.apiService.list1YStatistics$());
         }
         if (this.radioGroupForm.controls.dateSpan.value === '2y') {
-          return this.apiService.list2YStatistics$();
+          return this.errorHandlerPipe(this.apiService.list2YStatistics$());
         }
         if (this.radioGroupForm.controls.dateSpan.value === '3y') {
-          return this.apiService.list3YStatistics$();
+          return this.errorHandlerPipe(this.apiService.list3YStatistics$());
         }
         if (this.radioGroupForm.controls.dateSpan.value === '4y') {
-          return this.apiService.list4YStatistics$();
+          return this.errorHandlerPipe(this.apiService.list4YStatistics$());
         }
         if (this.radioGroupForm.controls.dateSpan.value === 'all') {
-          return this.apiService.listAllTimeStatistics$();
+          return this.errorHandlerPipe(this.apiService.listAllTimeStatistics$());
         }
-      })
+      }),
+      switchMap((mempoolStats) => {
+        if (this.radioGroupForm.controls.dateSpan.value === '2h') {
+          return merge(
+            this.stateService.live2Chart$.pipe(
+              scan((acc, stats) => {
+                const now = Date.now() / 1000;
+                const start = now - (2 * 60 * 60);
+                this.statsError = null;
+                acc.unshift(stats);
+                acc = acc.filter(p => p.added >= start);
+                return acc;
+              }, (mempoolStats || []))
+            ),
+            of(mempoolStats)
+          );
+        } else {
+          return of(mempoolStats);
+        }
+      }),
     )
     .subscribe((mempoolStats: any) => {
       this.mempoolStats = mempoolStats;
-      this.handleNewMempoolData(this.mempoolStats.concat([]));
+      if (this.mempoolStats) {
+        this.handleNewMempoolData(this.mempoolStats.concat([]));
+      }
       this.isLoading = false;
     });
-
-    this.stateService.live2Chart$
-      .subscribe((mempoolStats) => {
-        this.mempoolStats.unshift(mempoolStats);
-        this.mempoolStats = this.mempoolStats.slice(0, this.mempoolStats.length - 1);
-        this.handleNewMempoolData(this.mempoolStats.concat([]));
-      });
   }
 
   handleNewMempoolData(mempoolStats: OptimizedMempoolStats[]) {
@@ -171,6 +189,16 @@ export class StatisticsComponent implements OnInit {
     document.location.reload();
   }
 
+  errorHandlerPipe(obs: Observable<OptimizedMempoolStats[]>) {
+    return obs.pipe(
+      retry({ count: 3, delay: 1000 }),
+      catchError((err) => {
+        this.statsError = err;
+        return of(null);
+      }),
+    );
+  }
+
   setFeeLevelDropdownData() {
     let _feeLevels = feeLevels;
     let _chartColors = chartColors;
diff --git a/frontend/src/app/dashboard/dashboard.component.html b/frontend/src/app/dashboard/dashboard.component.html
index 90454d9a3..e485bcf9b 100644
--- a/frontend/src/app/dashboard/dashboard.component.html
+++ b/frontend/src/app/dashboard/dashboard.component.html
@@ -48,13 +48,15 @@
         <div class="card-body">
           <ng-container *ngTemplateOutlet="mempoolTable; context: { $implicit: mempoolInfoData }"></ng-container>
             <h5 class="card-title mt-3" i18n="dashboard.incoming-transactions">Incoming Transactions</h5>
-            <div class="mempool-graph" *ngIf="(mempoolStats$ | async) as mempoolStats">
+            <div class="mempool-graph">
               <app-incoming-transactions-graph
                 [height]="incomingGraphHeight"
                 [left]="50"
                 [right]="20"
                 [data]="mempoolStats?.weightPerSecond"
                 [windowPreferenceOverride]="'2h'"
+                [isLoading]="isMempoolStatsLoading"
+                [error]="mempoolStatsError"
                 ></app-incoming-transactions-graph>
             </div>
         </div>
diff --git a/frontend/src/app/dashboard/dashboard.component.ts b/frontend/src/app/dashboard/dashboard.component.ts
index 61a2ce3f0..bad66ba90 100644
--- a/frontend/src/app/dashboard/dashboard.component.ts
+++ b/frontend/src/app/dashboard/dashboard.component.ts
@@ -1,6 +1,6 @@
-import { AfterViewInit, ChangeDetectionStrategy, Component, HostListener, Inject, OnDestroy, OnInit, PLATFORM_ID } from '@angular/core';
+import { AfterViewInit, ChangeDetectionStrategy, ChangeDetectorRef, Component, HostListener, Inject, OnDestroy, OnInit, PLATFORM_ID } from '@angular/core';
 import { combineLatest, EMPTY, fromEvent, interval, merge, Observable, of, Subject, Subscription, timer } from 'rxjs';
-import { catchError, delayWhen, distinctUntilChanged, filter, map, scan, share, shareReplay, startWith, switchMap, takeUntil, tap, throttleTime } from 'rxjs/operators';
+import { catchError, delayWhen, distinctUntilChanged, filter, map, retry, scan, share, shareReplay, startWith, switchMap, takeUntil, tap, throttleTime } from 'rxjs/operators';
 import { AuditStatus, BlockExtended, CurrentPegs, FederationAddress, FederationUtxo, OptimizedMempoolStats, RecentPeg } from '@interfaces/node-api.interface';
 import { MempoolInfo, ReplacementInfo } from '@interfaces/websocket.interface';
 import { ApiService } from '@app/services/api.service';
@@ -44,7 +44,9 @@ export class DashboardComponent implements OnInit, OnDestroy, AfterViewInit {
   replacements$: Observable<ReplacementInfo[]>;
   latestBlockHeight: number;
   mempoolTransactionsWeightPerSecondData: any;
-  mempoolStats$: Observable<MempoolStatsData>;
+  mempoolStats: MempoolStatsData;
+  mempoolStatsError: any;
+  isMempoolStatsLoading = true;
   transactionsWeightPerSecondOptions: any;
   isLoadingWebSocket$: Observable<boolean>;
   liquidPegsMonth$: Observable<any>;
@@ -59,6 +61,7 @@ export class DashboardComponent implements OnInit, OnDestroy, AfterViewInit {
   emergencySpentUtxosStats$: Observable<any>;
   fullHistory$: Observable<any>;
   isLoad: boolean = true;
+  mempoolStatsSubscription: Subscription;
   filterSubscription: Subscription;
   mempoolInfoSubscription: Subscription;
   currencySubscription: Subscription;
@@ -90,6 +93,7 @@ export class DashboardComponent implements OnInit, OnDestroy, AfterViewInit {
     private websocketService: WebsocketService,
     private seoService: SeoService,
     @Inject(PLATFORM_ID) private platformId: object,
+    private cd: ChangeDetectorRef,
   ) {
     this.webGlEnabled = this.stateService.isBrowser && detectWebGL();
   }
@@ -99,6 +103,7 @@ export class DashboardComponent implements OnInit, OnDestroy, AfterViewInit {
   }
 
   ngOnDestroy(): void {
+    this.mempoolStatsSubscription.unsubscribe();
     this.filterSubscription.unsubscribe();
     this.mempoolInfoSubscription.unsubscribe();
     this.currencySubscription.unsubscribe();
@@ -213,13 +218,19 @@ export class DashboardComponent implements OnInit, OnDestroy, AfterViewInit {
 
     this.replacements$ = this.stateService.rbfLatestSummary$;
 
-    this.mempoolStats$ = this.stateService.connectionState$
+    this.mempoolStatsSubscription = this.stateService.connectionState$
       .pipe(
         filter((state) => state === 2),
+        tap(() => {
+          this.isMempoolStatsLoading = true;
+          this.mempoolStatsError = null;
+        }),
         switchMap(() => this.apiService.list2HStatistics$().pipe(
-          catchError((e) => {
+          retry({ count: 3, delay: 1000 }),
+          catchError((err) => {
+            this.mempoolStatsError = err;
             return of(null);
-          })
+          }),
         )),
         switchMap((mempoolStats) => {
           return merge(
@@ -228,6 +239,7 @@ export class DashboardComponent implements OnInit, OnDestroy, AfterViewInit {
                 scan((acc, stats) => {
                   const now = Date.now() / 1000;
                   const start = now - (2 * 60 * 60);
+                  this.mempoolStatsError = null;
                   acc.unshift(stats);
                   acc = acc.filter(p => p.added >= start);
                   return acc;
@@ -246,8 +258,11 @@ export class DashboardComponent implements OnInit, OnDestroy, AfterViewInit {
             return null;
           }
         }),
-        shareReplay(1),
-      );
+      ).subscribe((mempoolStats) => {
+        this.isMempoolStatsLoading = false;
+        this.mempoolStats = mempoolStats;
+        this.cd.markForCheck();
+      });
 
     if (this.stateService.network === 'liquid') {
       this.auditStatus$ = this.stateService.blocks$.pipe(