diff --git a/docs/en_US/release_notes_4_2.rst b/docs/en_US/release_notes_4_2.rst
index 79536ba2f..226b2e0ec 100644
--- a/docs/en_US/release_notes_4_2.rst
+++ b/docs/en_US/release_notes_4_2.rst
@@ -18,6 +18,7 @@ Bug fixes
 | `Bug #3475 <https://redmine.postgresql.org/issues/3475>`_ - Fixed execution time to show Hours part for long running queries in Query Tool.
 | `Bug #3608 <https://redmine.postgresql.org/issues/3608>`_ - Messages tab of query tool should be clear on subsequent execution of table/view using View/Edit Data.
 | `Bug #3609 <https://redmine.postgresql.org/issues/3609>`_ - Clear drop-down menu should be disabled for View/Edit Data.
+| `Bug #3664 <https://redmine.postgresql.org/issues/3664>`_ - Fixed Statistics panel hang issue for 1000+ tables.
 | `Bug #3693 <https://redmine.postgresql.org/issues/3693>`_ - Proper error should be thrown when server group is created with existing name.
 | `Bug #3695 <https://redmine.postgresql.org/issues/3695>`_ - Ensure long string should be wrap in alertify dialogs.
 | `Bug #3697 <https://redmine.postgresql.org/issues/3697>`_ - Ensure that output of the query should be displayed even if Data Output window is detached from the Query Tool.
diff --git a/web/pgadmin/browser/static/js/collection.js b/web/pgadmin/browser/static/js/collection.js
index aa758afd5..6722b7c5a 100644
--- a/web/pgadmin/browser/static/js/collection.js
+++ b/web/pgadmin/browser/static/js/collection.js
@@ -188,7 +188,7 @@ define([
           'remove': function() {
             if (this.grid) {
               if (this.grid.collection) {
-                this.grid.collection.reset(null, {silent: true});
+                this.grid.collection.reset({silent: true});
                 delete (this.grid.collection);
               }
               delete (this.grid);
diff --git a/web/pgadmin/misc/statistics/static/js/statistics.js b/web/pgadmin/misc/statistics/static/js/statistics.js
index cfd573e1a..7cc1f633b 100644
--- a/web/pgadmin/misc/statistics/static/js/statistics.js
+++ b/web/pgadmin/misc/statistics/static/js/statistics.js
@@ -117,7 +117,7 @@ define('misc.statistics', [
       _.bindAll(
         this,
         'showStatistics', 'panelVisibilityChanged',
-        '__createMultiLineStatistics', '__createSingleLineStatistics');
+        '__createMultiLineStatistics', '__createSingleLineStatistics', '__loadMoreRows');
 
       _.extend(
         this, {
@@ -253,10 +253,22 @@ define('misc.statistics', [
             clearTimeout(timer);
             $msgContainer.text('');
             if (res.data) {
-              var data = res.data;
+              var data = self.data = res.data;
               if (node.hasCollectiveStatistics || data['rows'].length > 1) {
+                // Listen scroll event to load more rows
+                pgBrowser.Events.on(
+                  'pgadmin-browser:panel-statistics:' +
+                  wcDocker.EVENT.SCROLLED,
+                  self.__loadMoreRows
+                );
                 self.__createMultiLineStatistics.call(self, data, node.statsPrettifyFields);
               } else {
+                // Do not listen the scroll event
+                pgBrowser.Events.off(
+                  'pgadmin-browser:panel-statistics:' +
+                  wcDocker.EVENT.SCROLLED,
+                  self.__loadMoreRows
+                );
                 self.__createSingleLineStatistics.call(self, data, node.statsPrettifyFields);
               }
 
@@ -386,7 +398,17 @@ define('misc.statistics', [
 
       }
 
-      this.collection.reset(rows);
+      this.collection.reset(rows.splice(0, 50));
+    },
+
+    __loadMoreRows: function() {
+      let elem = $('.pg-panel-statistics-container').closest('.wcFrameCenter')[0];
+      if ((elem.scrollHeight - 10) < elem.scrollTop + elem.offsetHeight) {
+        var rows = this.data['rows'];
+        if (rows.length > 0) {
+          this.collection.add(rows.splice(0, 50));
+        }
+      }
     },
 
     __createSingleLineStatistics: function(data, prettifyFields) {