diff --git a/plugins/woocommerce-admin/client/analytics/components/leaderboard/test/index.js b/plugins/woocommerce-admin/client/analytics/components/leaderboard/test/index.js
index 34e4b4a2f87..39375ee8747 100644
--- a/plugins/woocommerce-admin/client/analytics/components/leaderboard/test/index.js
+++ b/plugins/woocommerce-admin/client/analytics/components/leaderboard/test/index.js
@@ -47,7 +47,7 @@ const headers = [
 		label: 'Items Sold',
 	},
 	{
-		label: 'Orders Count',
+		label: 'Orders',
 	},
 	{
 		label: 'Net Revenue',
diff --git a/plugins/woocommerce-admin/client/analytics/report/categories/config.js b/plugins/woocommerce-admin/client/analytics/report/categories/config.js
index f3204f2b18f..167deeb8ad5 100644
--- a/plugins/woocommerce-admin/client/analytics/report/categories/config.js
+++ b/plugins/woocommerce-admin/client/analytics/report/categories/config.js
@@ -32,7 +32,7 @@ export const charts = applyFilters( CATEGORY_REPORT_CHARTS_FILTER, [
 	},
 	{
 		key: 'orders_count',
-		label: __( 'Orders Count', 'woocommerce-admin' ),
+		label: __( 'Orders', 'woocommerce-admin' ),
 		order: 'desc',
 		orderby: 'orders_count',
 		type: 'number',
diff --git a/plugins/woocommerce-admin/client/analytics/report/categories/table.js b/plugins/woocommerce-admin/client/analytics/report/categories/table.js
index 861edd17c00..df54785a0d1 100644
--- a/plugins/woocommerce-admin/client/analytics/report/categories/table.js
+++ b/plugins/woocommerce-admin/client/analytics/report/categories/table.js
@@ -39,7 +39,7 @@ class CategoriesReportTable extends Component {
 				isLeftAligned: true,
 			},
 			{
-				label: __( 'Items sold', 'woocommerce-admin' ),
+				label: __( 'Items Sold', 'woocommerce-admin' ),
 				key: 'items_sold',
 				required: true,
 				defaultSort: true,
diff --git a/plugins/woocommerce-admin/client/analytics/report/orders/config.js b/plugins/woocommerce-admin/client/analytics/report/orders/config.js
index fb42fd78ca0..110b2651f65 100644
--- a/plugins/woocommerce-admin/client/analytics/report/orders/config.js
+++ b/plugins/woocommerce-admin/client/analytics/report/orders/config.js
@@ -19,7 +19,7 @@ const ORDERS_REPORT_ADVANCED_FILTERS_FILTER = 'woocommerce_admin_orders_report_a
 export const charts = applyFilters( ORDERS_REPORT_CHARTS_FILTER, [
 	{
 		key: 'orders_count',
-		label: __( 'Orders Count', 'woocommerce-admin' ),
+		label: __( 'Orders', 'woocommerce-admin' ),
 		type: 'number',
 	},
 	{
diff --git a/plugins/woocommerce-admin/client/analytics/report/products/config.js b/plugins/woocommerce-admin/client/analytics/report/products/config.js
index b2ddc6abfcc..2a6ebf2a892 100644
--- a/plugins/woocommerce-admin/client/analytics/report/products/config.js
+++ b/plugins/woocommerce-admin/client/analytics/report/products/config.js
@@ -32,7 +32,7 @@ export const charts = applyFilters( PRODUCTS_REPORT_CHARTS_FILTER, [
 	},
 	{
 		key: 'orders_count',
-		label: __( 'Orders Count', 'woocommerce-admin' ),
+		label: __( 'Orders', 'woocommerce-admin' ),
 		order: 'desc',
 		orderby: 'orders_count',
 		type: 'number',
diff --git a/plugins/woocommerce-admin/client/analytics/report/taxes/config.js b/plugins/woocommerce-admin/client/analytics/report/taxes/config.js
index e9ad83ec9b7..83c04517141 100644
--- a/plugins/woocommerce-admin/client/analytics/report/taxes/config.js
+++ b/plugins/woocommerce-admin/client/analytics/report/taxes/config.js
@@ -40,7 +40,7 @@ export const charts = applyFilters( TAXES_REPORT_CHARTS_FILTER, [
 	},
 	{
 		key: 'orders_count',
-		label: __( 'Orders Count', 'woocommerce-admin' ),
+		label: __( 'Orders', 'woocommerce-admin' ),
 		order: 'desc',
 		orderby: 'orders_count',
 		type: 'number',