diff --git a/plugins/woocommerce-admin/client/analytics/report/orders/index.js b/plugins/woocommerce-admin/client/analytics/report/orders/index.js
index 3e976f69d7d..3d11b985419 100644
--- a/plugins/woocommerce-admin/client/analytics/report/orders/index.js
+++ b/plugins/woocommerce-admin/client/analytics/report/orders/index.js
@@ -4,34 +4,23 @@
  */
 import { Component, Fragment } from '@wordpress/element';
 import { compose } from '@wordpress/compose';
-import { Button } from '@wordpress/components';
-import { withSelect, withDispatch } from '@wordpress/data';
-import moment from 'moment';
-import { partial } from 'lodash';
+import { withSelect } from '@wordpress/data';
 
 /**
  * Internal dependencies
  */
-import { Card, ReportFilters } from '@woocommerce/components';
+import { ReportFilters } from '@woocommerce/components';
 import { filters, advancedFilterConfig } from './config';
+import OrdersReportTable from './table';
 
 class OrdersReport extends Component {
 	constructor( props ) {
 		super( props );
-
-		this.toggleStatus = this.toggleStatus.bind( this );
-	}
-
-	toggleStatus( order ) {
-		const { requestUpdateOrder } = this.props;
-		const updatedOrder = { ...order };
-		const status = updatedOrder.status === 'completed' ? 'processing' : 'completed';
-		updatedOrder.status = status;
-		requestUpdateOrder( updatedOrder );
 	}
 
 	render() {
-		const { orders, orderIds, query, path } = this.props;
+		const { isRequesting, orders, path, query } = this.props;
+
 		return (
 			<Fragment>
 				<ReportFilters
@@ -40,39 +29,7 @@ class OrdersReport extends Component {
 					filters={ filters }
 					advancedConfig={ advancedFilterConfig }
 				/>
-				<p>Below is a temporary example</p>
-				<Card title="Orders">
-					<table style={ { width: '100%' } }>
-						<thead>
-							<tr style={ { textAlign: 'left' } }>
-								<th>Id</th>
-								<th>Date</th>
-								<th>Total</th>
-								<th>Status</th>
-								<th>Action</th>
-							</tr>
-						</thead>
-						<tbody>
-							{ orderIds &&
-								orderIds.map( id => {
-									const order = orders[ id ];
-									return (
-										<tr key={ id }>
-											<td>{ id }</td>
-											<td>{ moment( order.date_created ).format( 'LL' ) }</td>
-											<td>{ order.total }</td>
-											<td>{ order.status }</td>
-											<td>
-												<Button isPrimary onClick={ partial( this.toggleStatus, order ) }>
-													Toggle Status
-												</Button>
-											</td>
-										</tr>
-									);
-								} ) }
-						</tbody>
-					</table>
-				</Card>
+				<OrdersReportTable isRequesting={ isRequesting } orders={ orders } query={ query } />
 			</Fragment>
 		);
 	}
@@ -80,17 +37,9 @@ class OrdersReport extends Component {
 
 export default compose(
 	withSelect( select => {
-		const { getOrders, getOrderIds } = select( 'wc-admin' );
-		return {
-			orders: getOrders(),
-			orderIds: getOrderIds(),
-		};
-	} ),
-	withDispatch( dispatch => {
-		return {
-			requestUpdateOrder: function( updatedOrder ) {
-				dispatch( 'wc-admin' ).requestUpdateOrder( updatedOrder );
-			},
-		};
+		const { getOrders } = select( 'wc-admin' );
+		const orders = getOrders();
+		const isRequesting = select( 'core/data' ).isResolving( 'wc-admin', 'getOrders' );
+		return { isRequesting, orders };
 	} )
 )( OrdersReport );
diff --git a/plugins/woocommerce-admin/client/analytics/report/orders/table.js b/plugins/woocommerce-admin/client/analytics/report/orders/table.js
new file mode 100644
index 00000000000..7440b82731b
--- /dev/null
+++ b/plugins/woocommerce-admin/client/analytics/report/orders/table.js
@@ -0,0 +1,265 @@
+/** @format */
+/**
+ * External dependencies
+ */
+import { __ } from '@wordpress/i18n';
+import { Component, Fragment } from '@wordpress/element';
+import { format as formatDate } from '@wordpress/date';
+import { map, orderBy } from 'lodash';
+
+/**
+ * Internal dependencies
+ */
+import { Card, OrderStatus, TableCard, TablePlaceholder } from '@woocommerce/components';
+import { downloadCSVFile, generateCSVDataFromTable, generateCSVFileName } from 'lib/csv';
+import { formatCurrency, getCurrencyFormatDecimal } from 'lib/currency';
+import { getIntervalForQuery, getDateFormatsForInterval } from 'lib/date';
+import { getAdminLink, onQueryChange } from 'lib/nav-utils';
+
+export default class OrdersReportTable extends Component {
+	constructor( props ) {
+		super( props );
+	}
+
+	onDownload( headers, rows, query ) {
+		// @TODO The current implementation only downloads the contents displayed in the table.
+		// Another solution is required when the data set is larger (see #311).
+		return () => {
+			downloadCSVFile(
+				generateCSVFileName( 'orders', query ),
+				generateCSVDataFromTable( headers, rows )
+			);
+		};
+	}
+
+	getHeadersContent() {
+		return [
+			{
+				label: __( 'Date', 'wc-admin' ),
+				key: 'date_created',
+				required: true,
+				defaultSort: true,
+				isLeftAligned: true,
+				isSortable: true,
+			},
+			{
+				label: __( 'Order #', 'wc-admin' ),
+				key: 'id',
+				required: true,
+				isLeftAligned: true,
+				isSortable: true,
+			},
+			{
+				label: __( 'Status', 'wc-admin' ),
+				key: 'status',
+				required: false,
+				isSortable: true,
+			},
+			{
+				label: __( 'Customer', 'wc-admin' ),
+				key: 'customer_id',
+				required: false,
+				isSortable: true,
+			},
+			{
+				label: __( 'Product(s)', 'wc-admin' ),
+				key: 'products',
+				required: false,
+				isSortable: false,
+			},
+			{
+				label: __( 'Items Sold', 'wc-admin' ),
+				key: 'items_sold',
+				required: false,
+				isSortable: true,
+				isNumeric: true,
+			},
+			{
+				label: __( 'Coupon(s)', 'wc-admin' ),
+				key: 'coupons',
+				required: false,
+				isSortable: false,
+			},
+			{
+				label: __( 'N. Revenue', 'wc-admin' ),
+				key: 'net_revenue',
+				required: true,
+				isSortable: true,
+				isNumeric: true,
+			},
+		];
+	}
+
+	formatTableData( data ) {
+		return map( data, row => {
+			const {
+				date_created,
+				id,
+				status,
+				customer_id,
+				line_items,
+				coupon_lines,
+				currency,
+				total,
+				total_tax,
+				shipping_total,
+				discount_total,
+			} = row;
+
+			return {
+				date_created,
+				id,
+				status,
+				customer_id,
+				line_items,
+				items_sold: line_items.reduce( ( acc, item ) => item.quantity + acc, 0 ),
+				coupon_lines,
+				currency,
+				net_revenue: getCurrencyFormatDecimal(
+					total - total_tax - shipping_total - discount_total
+				),
+			};
+		} );
+	}
+
+	getRowsContent( tableData ) {
+		const { query } = this.props;
+		const currentInterval = getIntervalForQuery( query );
+		const { tableFormat } = getDateFormatsForInterval( currentInterval );
+
+		return map( tableData, row => {
+			const {
+				date_created,
+				id,
+				status,
+				customer_id,
+				line_items,
+				items_sold,
+				coupon_lines,
+				currency,
+				net_revenue,
+			} = row;
+
+			return [
+				{
+					display: formatDate( tableFormat, date_created ),
+					value: date_created,
+				},
+				{
+					display: <a href={ getAdminLink( 'post.php?post=' + id + '&action=edit' ) }>{ id }</a>,
+					value: id,
+				},
+				{
+					display: <OrderStatus order={ { status } } />,
+					value: status,
+				},
+				{
+					// @TODO This should display customer type (new/returning) once it's
+					// implemented in the API.
+					display: customer_id,
+					value: customer_id,
+				},
+				{
+					display: this.renderList(
+						line_items.map( item => ( {
+							href: getAdminLink( 'post.php?post=' + item.product_id + '&action=edit' ),
+							label: item.name,
+						} ) )
+					),
+					value: line_items
+						.map( item => item.name )
+						.join()
+						.toLowerCase(),
+				},
+				{
+					display: items_sold,
+					value: items_sold,
+				},
+				{
+					display: this.renderList(
+						coupon_lines.map( coupon => ( {
+							// @TODO It should link to the coupons report.
+							href: getAdminLink( 'edit.php?s=' + coupon.code + '&post_type=shop_coupon' ),
+							label: coupon.code,
+						} ) )
+					),
+					value: coupon_lines
+						.map( item => item.code )
+						.join()
+						.toLowerCase(),
+				},
+				{
+					display: formatCurrency( net_revenue, currency ),
+					value: net_revenue,
+				},
+			];
+		} );
+	}
+
+	renderList( items ) {
+		// @TODO Use ViewMore component if there are many items.
+		return items.map( ( item, i ) => (
+			<Fragment key={ i }>
+				{ i > 0 ? ', ' : null }
+				<a className={ items.length > 1 ? 'is-inline' : null } href={ item.href }>
+					{ item.label }
+				</a>
+			</Fragment>
+		) );
+	}
+
+	renderPlaceholderTable() {
+		const headers = this.getHeadersContent();
+
+		return (
+			<Card
+				title={ __( 'Orders', 'wc-admin' ) }
+				className="woocommerce-analytics__table-placeholder"
+			>
+				<TablePlaceholder caption={ __( 'Orders last week', 'wc-admin' ) } headers={ headers } />
+			</Card>
+		);
+	}
+
+	renderTable() {
+		const { orders, query } = this.props;
+
+		const page = parseInt( query.page ) || 1;
+		const rowsPerPage = parseInt( query.per_page ) || 25;
+		const rows = this.getRowsContent(
+			orderBy(
+				this.formatTableData( orders ),
+				query.orderby || 'date_created',
+				query.order || 'asc'
+			).slice( ( page - 1 ) * rowsPerPage, page * rowsPerPage )
+		);
+
+		const headers = this.getHeadersContent();
+
+		const tableQuery = {
+			...query,
+			orderby: query.orderby || 'date_created',
+			order: query.order || 'asc',
+		};
+
+		return (
+			<TableCard
+				title={ __( 'Orders last week', 'wc-admin' ) }
+				rows={ rows }
+				totalRows={ Object.keys( orders ).length }
+				rowsPerPage={ rowsPerPage }
+				headers={ headers }
+				onClickDownload={ this.onDownload( headers, rows, tableQuery ) }
+				onQueryChange={ onQueryChange }
+				query={ tableQuery }
+				summary={ null }
+			/>
+		);
+	}
+
+	render() {
+		const { isRequesting } = this.props;
+
+		return isRequesting ? this.renderPlaceholderTable() : this.renderTable();
+	}
+}
diff --git a/plugins/woocommerce-admin/client/analytics/report/products/index.js b/plugins/woocommerce-admin/client/analytics/report/products/index.js
index 913cd7a7202..1f656494d4f 100644
--- a/plugins/woocommerce-admin/client/analytics/report/products/index.js
+++ b/plugins/woocommerce-admin/client/analytics/report/products/index.js
@@ -24,6 +24,7 @@ export default class extends Component {
 				label: __( 'Product Title', 'wc-admin' ),
 				key: 'name',
 				required: true,
+				isLeftAligned: true,
 				isSortable: true,
 			},
 			{
diff --git a/plugins/woocommerce-admin/client/analytics/report/revenue/index.js b/plugins/woocommerce-admin/client/analytics/report/revenue/index.js
index 1258801552a..8ffdd0395fe 100644
--- a/plugins/woocommerce-admin/client/analytics/report/revenue/index.js
+++ b/plugins/woocommerce-admin/client/analytics/report/revenue/index.js
@@ -93,6 +93,7 @@ export class RevenueReport extends Component {
 				key: 'date',
 				required: true,
 				defaultSort: true,
+				isLeftAligned: true,
 				isSortable: true,
 			},
 			{
@@ -100,6 +101,7 @@ export class RevenueReport extends Component {
 				key: 'orders_count',
 				required: false,
 				isSortable: true,
+				isNumeric: true,
 			},
 			{
 				label: __( 'Gross Revenue', 'wc-admin' ),
diff --git a/plugins/woocommerce-admin/client/components/table/style.scss b/plugins/woocommerce-admin/client/components/table/style.scss
index 67416a99d06..eeb4cadd24c 100644
--- a/plugins/woocommerce-admin/client/components/table/style.scss
+++ b/plugins/woocommerce-admin/client/components/table/style.scss
@@ -58,9 +58,11 @@
 	text-align: left;
 
 	a {
-		display: block;
-		margin: ($gap*-1) ($gap-large*-1);
-		padding: $gap $gap-large;
+		&:not(.is-inline) {
+			display: block;
+			margin: ($gap*-1) ($gap-large*-1);
+			padding: $gap $gap-large;
+		}
 
 		&:hover,
 		&:focus {
@@ -80,21 +82,28 @@
 		width: 80%;
 	}
 
-	&.is-numeric {
+	&:not(.is-left-aligned) {
 		text-align: right;
 
+		.rtl & {
+			text-align: left;
+		}
+
 		button {
 			justify-content: flex-end;
 		}
+	}
 
-		.is-placeholder {
-			max-width: 40px;
-		}
+	&.is-numeric .is-placeholder {
+		max-width: 40px;
 	}
 }
 
-.woocommerce-table__header,
 th.woocommerce-table__item {
+	font-weight: normal;
+}
+
+.woocommerce-table__header {
 	font-weight: bold;
 	white-space: nowrap;
 }
@@ -106,6 +115,11 @@ th.woocommerce-table__item {
 
 	& + .woocommerce-table__header {
 		border-left: 1px solid $core-grey-light-700;
+
+		.rtl & {
+			border-left: 0;
+			border-right: 1px solid $core-grey-light-700;
+		}
 	}
 
 	.components-button.is-button {
@@ -118,6 +132,10 @@ th.woocommerce-table__item {
 		background: transparent;
 		box-shadow: none !important;
 
+		.rtl & {
+			padding: $gap-smaller 0 $gap-smaller $gap-large;
+		}
+
 		// @todo Add interactive styles
 		&:hover {
 			box-shadow: none !important;
diff --git a/plugins/woocommerce-admin/client/components/table/table.js b/plugins/woocommerce-admin/client/components/table/table.js
index fe585864df9..f4d13a4b5c1 100644
--- a/plugins/woocommerce-admin/client/components/table/table.js
+++ b/plugins/woocommerce-admin/client/components/table/table.js
@@ -120,10 +120,11 @@ class Table extends Component {
 					<tbody>
 						<tr>
 							{ headers.map( ( header, i ) => {
-								const { isSortable, isNumeric, key, label } = header;
+								const { isLeftAligned, isSortable, isNumeric, key, label } = header;
 								const labelId = `header-${ instanceId } -${ i }`;
 								const thProps = {
 									className: classnames( 'woocommerce-table__header', {
+										'is-left-aligned': isLeftAligned,
 										'is-sortable': isSortable,
 										'is-sorted': sortedBy === key,
 										'is-numeric': isNumeric,
@@ -173,10 +174,11 @@ class Table extends Component {
 						{ rows.map( ( row, i ) => (
 							<tr key={ i }>
 								{ row.map( ( cell, j ) => {
-									const { isNumeric } = headers[ j ];
+									const { isLeftAligned, isNumeric } = headers[ j ];
 									const isHeader = rowHeader === j;
 									const Cell = isHeader ? 'th' : 'td';
 									const cellClasses = classnames( 'woocommerce-table__item', {
+										'is-left-aligned': isLeftAligned,
 										'is-numeric': isNumeric,
 									} );
 									return (
@@ -217,6 +219,10 @@ Table.propTypes = {
 			 * Boolean, true if this column is the default for sorting. Only one column should have this set.
 			 */
 			defaultSort: PropTypes.bool,
+			/**
+			 * Boolean, true if this column should be aligned to the left.
+			 */
+			isLeftAligned: PropTypes.bool,
 			/**
 			 * Boolean, true if this column is a number value.
 			 */
diff --git a/plugins/woocommerce-admin/client/dashboard/top-selling-products/index.js b/plugins/woocommerce-admin/client/dashboard/top-selling-products/index.js
index 4232abe6719..ebcad1ff697 100644
--- a/plugins/woocommerce-admin/client/dashboard/top-selling-products/index.js
+++ b/plugins/woocommerce-admin/client/dashboard/top-selling-products/index.js
@@ -25,6 +25,7 @@ export class TopSellingProducts extends Component {
 				label: __( 'Product', 'wc-admin' ),
 				key: 'product',
 				required: true,
+				isLeftAligned: true,
 				isSortable: false,
 			},
 			{
diff --git a/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-csv-data.js b/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-csv-data.js
index a0fa38d93ba..faaaa6156eb 100644
--- a/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-csv-data.js
+++ b/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-csv-data.js
@@ -1,4 +1,4 @@
 /** @format */
 
-export default `Date,Orders,Gross Revenue,Refunds,Coupons,Taxes,Shipping,Net Revenue
-2018-04-29T00:00:00,30,200,19,19,100,19,200`;
+export default `Date,Orders,Description,Gross Revenue,Refunds,Coupons,Taxes,Shipping,Net Revenue
+2018-04-29T00:00:00,30,lorem ipsum,200,19,19,100,19,200`;
diff --git a/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-headers.js b/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-headers.js
index 7b9a3fe6ec5..9a4a8f73593 100644
--- a/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-headers.js
+++ b/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-headers.js
@@ -9,6 +9,10 @@ export default [
 		label: 'Orders',
 		key: 'orders_count',
 	},
+	{
+		label: 'Description',
+		key: 'description',
+	},
 	{
 		label: 'Gross Revenue',
 		key: 'gross_revenue',
diff --git a/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-rows.js b/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-rows.js
index 1e6ad6b08b7..41728c6b157 100644
--- a/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-rows.js
+++ b/plugins/woocommerce-admin/client/lib/csv/__mocks__/mock-rows.js
@@ -10,6 +10,10 @@ export default [
 			display: 'Product 30',
 			value: '30',
 		},
+		{
+			display: 'Lorem, ipsum',
+			value: 'lorem, ipsum',
+		},
 		{
 			display: '€200.00',
 			value: 200,
diff --git a/plugins/woocommerce-admin/client/lib/csv/index.js b/plugins/woocommerce-admin/client/lib/csv/index.js
index 1a29b89affa..4a8a3ab3e49 100644
--- a/plugins/woocommerce-admin/client/lib/csv/index.js
+++ b/plugins/woocommerce-admin/client/lib/csv/index.js
@@ -11,7 +11,11 @@ function getCSVHeaders( headers ) {
 
 function getCSVRows( rows ) {
 	return Array.isArray( rows )
-		? rows.map( row => row.map( rowItem => rowItem.value ).join( ',' ) ).join( '\n' )
+		? rows
+				.map( row =>
+					row.map( rowItem => rowItem.value.toString().replace( /,/g, '' ) ).join( ',' )
+				)
+				.join( '\n' )
 		: [];
 }
 
diff --git a/plugins/woocommerce-admin/client/store/orders/reducer.js b/plugins/woocommerce-admin/client/store/orders/reducer.js
index 5d7397f8ed3..2f6996ac27b 100644
--- a/plugins/woocommerce-admin/client/store/orders/reducer.js
+++ b/plugins/woocommerce-admin/client/store/orders/reducer.js
@@ -1,8 +1,4 @@
 /** @format */
-/**
- * External dependencies
- */
-import { union } from 'lodash';
 
 const DEFAULT_STATE = {
 	orders: {},
@@ -13,7 +9,6 @@ export default function ordersReducer( state = DEFAULT_STATE, action ) {
 	switch ( action.type ) {
 		case 'SET_ORDERS':
 			const { orders } = action;
-			const ids = orders.map( order => order.id );
 			const ordersMap = orders.reduce( ( map, order ) => {
 				map[ order.id ] = order;
 				return map;
@@ -21,7 +16,6 @@ export default function ordersReducer( state = DEFAULT_STATE, action ) {
 			return {
 				...state,
 				orders: Object.assign( {}, state.orders, ordersMap ),
-				ids: union( state.ids, ids ),
 			};
 		case 'UPDATE_ORDER':
 			const updatedOrders = { ...state.orders };
diff --git a/plugins/woocommerce-admin/client/store/orders/selectors.js b/plugins/woocommerce-admin/client/store/orders/selectors.js
index db392cf6846..7dd92c42949 100644
--- a/plugins/woocommerce-admin/client/store/orders/selectors.js
+++ b/plugins/woocommerce-admin/client/store/orders/selectors.js
@@ -4,7 +4,4 @@ export default {
 	getOrders( state ) {
 		return state.orders.orders;
 	},
-	getOrderIds( state ) {
-		return state.orders.ids;
-	},
 };