diff --git a/plugins/woocommerce-admin/client/analytics/settings/config.js b/plugins/woocommerce-admin/client/analytics/settings/config.js
index dbe92100b8f..681c2b714e9 100644
--- a/plugins/woocommerce-admin/client/analytics/settings/config.js
+++ b/plugins/woocommerce-admin/client/analytics/settings/config.js
@@ -37,6 +37,38 @@ const orderStatuses = Object.keys( wcSettings.orderStatuses )
 	} );
 
 export const analyticsSettings = applyFilters( SETTINGS_FILTER, [
+	{
+		name: 'woocommerce_rebuild_reports_data',
+		label: __( 'Rebuild reports data:', 'wc-admin' ),
+		inputType: 'button',
+		inputText: __( 'Rebuild reports', 'wc-admin' ),
+		helpText: __(
+			'This tool will rebuild all of the information used by the reports. ' +
+				'Data will be processed in the background and may take some time depending on the size of your store.',
+			'wc-admin'
+		),
+		callback: ( resolve, reject, addNotice ) => {
+			const errorMessage = __( 'There was a problem rebuilding your report data.', 'wc-admin' );
+
+			apiFetch( { path: '/wc/v3/system_status/tools/rebuild_stats', method: 'PUT' } )
+				.then( response => {
+					if ( response.success ) {
+						addNotice( { status: 'success', message: response.message } );
+						// @todo This should be changed to detect when the lookup table population is complete.
+						setTimeout( () => resolve(), 300000 );
+					} else {
+						addNotice( { status: 'error', message: errorMessage } );
+						reject();
+					}
+				} )
+				.catch( error => {
+					if ( error && error.message ) {
+						addNotice( { status: 'error', message: error.message } );
+					}
+					reject();
+				} );
+		},
+	},
 	{
 		name: 'woocommerce_excluded_report_order_statuses',
 		label: __( 'Excluded Statuses:', 'wc-admin' ),
@@ -89,36 +121,4 @@ export const analyticsSettings = applyFilters( SETTINGS_FILTER, [
 		initialValue: wcSettings.wcAdminSettings.woocommerce_actionable_order_statuses || [],
 		defaultValue: [ 'processing', 'on-hold' ],
 	},
-	{
-		name: 'woocommerce_rebuild_reports_data',
-		label: __( 'Rebuild reports data:', 'wc-admin' ),
-		inputType: 'button',
-		inputText: __( 'Rebuild reports', 'wc-admin' ),
-		helpText: __(
-			'This tool will rebuild all of the information used by the reports. ' +
-				'Data will be processed in the background and may take some time depending on the size of your store.',
-			'wc-admin'
-		),
-		callback: ( resolve, reject, addNotice ) => {
-			const errorMessage = __( 'There was a problem rebuilding your report data.', 'wc-admin' );
-
-			apiFetch( { path: '/wc/v3/system_status/tools/rebuild_stats', method: 'PUT' } )
-				.then( response => {
-					if ( response.success ) {
-						addNotice( { status: 'success', message: response.message } );
-						// @todo This should be changed to detect when the lookup table population is complete.
-						setTimeout( () => resolve(), 300000 );
-					} else {
-						addNotice( { status: 'error', message: errorMessage } );
-						reject();
-					}
-				} )
-				.catch( error => {
-					if ( error && error.message ) {
-						addNotice( { status: 'error', message: error.message } );
-					}
-					reject();
-				} );
-		},
-	},
 ] );
diff --git a/plugins/woocommerce-admin/client/layout/store-alerts/index.js b/plugins/woocommerce-admin/client/layout/store-alerts/index.js
index 58c80b286f4..366e23bd27b 100644
--- a/plugins/woocommerce-admin/client/layout/store-alerts/index.js
+++ b/plugins/woocommerce-admin/client/layout/store-alerts/index.js
@@ -8,6 +8,8 @@ import { IconButton, Button, Dashicon } from '@wordpress/components';
 import classnames from 'classnames';
 import interpolateComponents from 'interpolate-components';
 import { compose } from '@wordpress/compose';
+import { noop } from 'lodash';
+import { withDispatch } from '@wordpress/data';
 
 /**
  * WooCommerce dependencies
@@ -64,7 +66,7 @@ class StoreAlerts extends Component {
 		const alerts = this.props.alerts || [];
 		const preloadAlertCount = wcSettings.alertCount && parseInt( wcSettings.alertCount );
 
-		if ( preloadAlertCount > 0 && 0 === alerts.length ) {
+		if ( preloadAlertCount > 0 && this.props.isLoading ) {
 			return <StoreAlertsPlaceholder hasMultipleAlerts={ preloadAlertCount > 1 } />;
 		} else if ( 0 === alerts.length ) {
 			return null;
@@ -78,11 +80,22 @@ class StoreAlerts extends Component {
 			'is-alert-error': 'error' === type,
 			'is-alert-update': 'update' === type,
 		} );
-		const actions = alert.actions.map( action => (
-			<Button key={ action.name } isDefault href={ action.url }>
-				{ action.label }
-			</Button>
-		) );
+
+		const actions = alert.actions.map( action => {
+			const markStatus = () => {
+				this.props.updateNote( alert.id, { status: action.status } );
+			};
+			return (
+				<Button
+					key={ action.name }
+					isDefault
+					href={ action.url }
+					onClick={ '' === action.status ? noop : markStatus }
+				>
+					{ action.label }
+				</Button>
+			);
+		} );
 
 		return (
 			<Card
@@ -135,15 +148,29 @@ class StoreAlerts extends Component {
 
 export default compose(
 	withSelect( select => {
-		const { getNotes } = select( 'wc-api' );
+		const { getNotes, isGetNotesRequesting } = select( 'wc-api' );
 		const alertsQuery = {
 			page: 1,
 			per_page: QUERY_DEFAULTS.pageSize,
 			type: 'error,update',
+			status: 'unactioned',
 		};
 
-		const alerts = getNotes( alertsQuery );
+		// Filter out notes that may have been marked actioned or not delayed after the initial request
+		const filterNotes = note => 'unactioned' === note.status;
+		const alerts = getNotes( alertsQuery ).filter( filterNotes );
 
-		return { alerts };
+		const isLoading = isGetNotesRequesting( alertsQuery );
+
+		return {
+			alerts,
+			isLoading,
+		};
+	} ),
+	withDispatch( dispatch => {
+		const { updateNote } = dispatch( 'wc-api' );
+		return {
+			updateNote,
+		};
 	} )
 )( StoreAlerts );
diff --git a/plugins/woocommerce-admin/client/wc-api/notes/index.js b/plugins/woocommerce-admin/client/wc-api/notes/index.js
index cd0cff2f807..094ff3a82fa 100644
--- a/plugins/woocommerce-admin/client/wc-api/notes/index.js
+++ b/plugins/woocommerce-admin/client/wc-api/notes/index.js
@@ -4,8 +4,10 @@
  */
 import operations from './operations';
 import selectors from './selectors';
+import mutations from './mutations';
 
 export default {
 	operations,
 	selectors,
+	mutations,
 };
diff --git a/plugins/woocommerce-admin/client/wc-api/notes/mutations.js b/plugins/woocommerce-admin/client/wc-api/notes/mutations.js
new file mode 100644
index 00000000000..15f98427aae
--- /dev/null
+++ b/plugins/woocommerce-admin/client/wc-api/notes/mutations.js
@@ -0,0 +1,10 @@
+/** @format */
+
+const updateNote = operations => ( noteId, noteFields ) => {
+	const resourceKey = 'note';
+	operations.update( [ resourceKey ], { [ resourceKey ]: { noteId, ...noteFields } } );
+};
+
+export default {
+	updateNote,
+};
diff --git a/plugins/woocommerce-admin/client/wc-api/notes/operations.js b/plugins/woocommerce-admin/client/wc-api/notes/operations.js
index 7ef24bd83c9..06ab2f596de 100644
--- a/plugins/woocommerce-admin/client/wc-api/notes/operations.js
+++ b/plugins/woocommerce-admin/client/wc-api/notes/operations.js
@@ -19,6 +19,10 @@ function read( resourceNames, fetch = apiFetch ) {
 	return [ ...readNotes( resourceNames, fetch ), ...readNoteQueries( resourceNames, fetch ) ];
 }
 
+function update( resourceNames, data, fetch = apiFetch ) {
+	return [ ...updateNote( resourceNames, data, fetch ) ];
+}
+
 function readNoteQueries( resourceNames, fetch ) {
 	const filteredNames = resourceNames.filter( name => isResourcePrefix( name, 'note-query' ) );
 
@@ -71,6 +75,25 @@ function readNote( resourceName, fetch ) {
 		} );
 }
 
+function updateNote( resourceNames, data, fetch ) {
+	const resourceName = 'note';
+	if ( resourceNames.includes( resourceName ) ) {
+		const { noteId, ...noteFields } = data[ resourceName ];
+		const url = `${ NAMESPACE }/admin/notes/${ noteId }`;
+		return [
+			fetch( { path: url, method: 'PUT', data: noteFields } )
+				.then( note => {
+					return { [ resourceName + ':' + noteId ]: { data: note } };
+				} )
+				.catch( error => {
+					return { [ resourceName + ':' + noteId ]: { error } };
+				} ),
+		];
+	}
+	return [];
+}
+
 export default {
 	read,
+	update,
 };
diff --git a/plugins/woocommerce-admin/client/wc-api/wc-api-spec.js b/plugins/woocommerce-admin/client/wc-api/wc-api-spec.js
index c9e9132b6f1..6e559cb4288 100644
--- a/plugins/woocommerce-admin/client/wc-api/wc-api-spec.js
+++ b/plugins/woocommerce-admin/client/wc-api/wc-api-spec.js
@@ -16,6 +16,7 @@ function createWcApiSpec() {
 		mutations: {
 			...settings.mutations,
 			...user.mutations,
+			...notes.mutations,
 		},
 		selectors: {
 			...items.selectors,
@@ -42,6 +43,7 @@ function createWcApiSpec() {
 				return [
 					...settings.operations.update( resourceNames, data ),
 					...user.operations.update( resourceNames, data ),
+					...notes.operations.update( resourceNames, data ),
 				];
 			},
 		},
diff --git a/plugins/woocommerce-admin/includes/api/class-wc-admin-rest-admin-notes-controller.php b/plugins/woocommerce-admin/includes/api/class-wc-admin-rest-admin-notes-controller.php
index a2d9a1ecc91..79bec1cbdce 100644
--- a/plugins/woocommerce-admin/includes/api/class-wc-admin-rest-admin-notes-controller.php
+++ b/plugins/woocommerce-admin/includes/api/class-wc-admin-rest-admin-notes-controller.php
@@ -63,6 +63,11 @@ class WC_Admin_REST_Admin_Notes_Controller extends WC_REST_CRUD_Controller {
 					'callback'            => array( $this, 'get_item' ),
 					'permission_callback' => array( $this, 'get_item_permissions_check' ),
 				),
+				array(
+					'methods'             => WP_REST_Server::EDITABLE,
+					'callback'            => array( $this, 'update_item' ),
+					'permission_callback' => array( $this, 'update_items_permissions_check' ),
+				),
 				'schema' => array( $this, 'get_public_item_schema' ),
 			)
 		);
@@ -124,6 +129,12 @@ class WC_Admin_REST_Admin_Notes_Controller extends WC_REST_CRUD_Controller {
 			$args['type'] = $type;
 		}
 
+		$status = isset( $request['status'] ) ? $request['status'] : '';
+		$status = sanitize_text_field( $status );
+		if ( ! empty( $status ) ) {
+			$args['status'] = $status;
+		}
+
 		$notes = WC_Admin_Notes::get_notes( 'edit', $args );
 
 		$data = array();
@@ -134,7 +145,7 @@ class WC_Admin_REST_Admin_Notes_Controller extends WC_REST_CRUD_Controller {
 		}
 
 		$response = rest_ensure_response( $data );
-		$response->header( 'X-WP-Total', WC_Admin_Notes::get_notes_count() );
+		$response->header( 'X-WP-Total', WC_Admin_Notes::get_notes_count( $type, $status ) );
 
 		return $response;
 	}
@@ -167,6 +178,49 @@ class WC_Admin_REST_Admin_Notes_Controller extends WC_REST_CRUD_Controller {
 		return true;
 	}
 
+	/**
+	 * Update a single note.
+	 *
+	 * @param WP_REST_Request $request Full details about the request.
+	 * @return WP_REST_Request|WP_Error
+	 */
+	public function update_item( $request ) {
+		$note = WC_Admin_Notes::get_note( $request->get_param( 'id' ) );
+
+		if ( ! $note ) {
+			return new WP_Error(
+				'woocommerce_admin_notes_invalid_id',
+				__( 'Sorry, there is no resouce with that ID.', 'wc-admin' ),
+				array( 'status' => 404 )
+			);
+		}
+
+		// @todo Status is the only field that can be updated at the moment. We should also implement the "date reminder" setting.
+		$note_changed = false;
+		if ( ! is_null( $request->get_param( 'status' ) ) ) {
+			$note->set_status( $request->get_param( 'status' ) );
+			$note_changed = true;
+		}
+
+		if ( $note_changed ) {
+			$note->save();
+		}
+		return $this->get_item( $request );
+	}
+
+	/**
+	 * Makes sure the current user has access to WRITE the settings APIs.
+	 *
+	 * @param WP_REST_Request $request Full data about the request.
+	 * @return WP_Error|bool
+	 */
+	public function update_items_permissions_check( $request ) {
+		if ( ! wc_rest_check_manager_permissions( 'settings', 'edit' ) ) {
+			return new WP_Error( 'woocommerce_rest_cannot_edit', __( 'Sorry, you cannot edit this resource.', 'wc-admin' ), array( 'status' => rest_authorization_required_code() ) );
+		}
+		return true;
+	}
+
 	/**
 	 * Prepare a path or query for serialization to the client.
 	 *
@@ -204,8 +258,9 @@ class WC_Admin_REST_Admin_Notes_Controller extends WC_REST_CRUD_Controller {
 		$data['title']             = stripslashes( $data['title'] );
 		$data['content']           = stripslashes( $data['content'] );
 		foreach ( (array) $data['actions'] as $key => $value ) {
-			$data['actions'][ $key ]->label = stripslashes( $data['actions'][ $key ]->label );
-			$data['actions'][ $key ]->url   = $this->prepare_query_for_response( $data['actions'][ $key ]->query );
+			$data['actions'][ $key ]->label  = stripslashes( $data['actions'][ $key ]->label );
+			$data['actions'][ $key ]->url    = $this->prepare_query_for_response( $data['actions'][ $key ]->query );
+			$data['actions'][ $key ]->status = stripslashes( $data['actions'][ $key ]->status );
 		}
 		$data = $this->filter_response_by_context( $data, $context );
 
@@ -233,6 +288,29 @@ class WC_Admin_REST_Admin_Notes_Controller extends WC_REST_CRUD_Controller {
 		return apply_filters( 'woocommerce_rest_prepare_admin_note', $response, $data, $request );
 	}
 
+	/**
+	 * Get the query params for collections.
+	 *
+	 * @return array
+	 */
+	public function get_collection_params() {
+		$params                     = array();
+		$params['context']          = $this->get_context_param( array( 'default' => 'view' ) );
+		$params['type']             = array(
+			'description'       => __( 'Type of note.', 'wc-admin' ),
+			'type'              => 'string',
+			'enum'              => WC_Admin_Note::get_allowed_types(),
+			'validate_callback' => 'rest_validate_request_arg',
+		);
+		$params['status']             = array(
+			'description'       => __( 'Status of note.', 'wc-admin' ),
+			'type'              => 'string',
+			'enum'              => WC_Admin_Note::get_allowed_statuses(),
+			'validate_callback' => 'rest_validate_request_arg',
+		);
+		return $params;
+	}
+
 	/**
 	 * Get the note's schema, conforming to JSON Schema.
 	 *
@@ -296,7 +374,6 @@ class WC_Admin_REST_Admin_Notes_Controller extends WC_REST_CRUD_Controller {
 					'description' => __( 'The status of the note (e.g. unactioned, actioned).', 'wc-admin' ),
 					'type'        => 'string',
 					'context'     => array( 'view', 'edit' ),
-					'readonly'    => true,
 				),
 				'source'            => array(
 					'description' => __( 'Source of the note.', 'wc-admin' ),
@@ -320,7 +397,7 @@ class WC_Admin_REST_Admin_Notes_Controller extends WC_REST_CRUD_Controller {
 					'description' => __( 'Date after which the user should be reminded of the note, if any.', 'wc-admin' ),
 					'type'        => 'string',
 					'context'     => array( 'view', 'edit' ),
-					'readonly'    => true,
+					'readonly'    => true, // @todo Allow date_reminder to be updated.
 				),
 				'date_reminder_gmt' => array(
 					'description' => __( 'Date after which the user should be reminded of the note, if any (GMT).', 'wc-admin' ),
diff --git a/plugins/woocommerce-admin/includes/class-wc-admin-install.php b/plugins/woocommerce-admin/includes/class-wc-admin-install.php
index 7a323af069d..2925e09cdf5 100644
--- a/plugins/woocommerce-admin/includes/class-wc-admin-install.php
+++ b/plugins/woocommerce-admin/includes/class-wc-admin-install.php
@@ -16,7 +16,7 @@ class WC_Admin_Install {
 	 *
 	 * @todo get this dynamically?
 	 */
-	const VERSION_NUMBER = '0.6.0';
+	const VERSION_NUMBER = '0.8.0';
 
 	/**
 	 * Plugin version option name.
@@ -76,6 +76,8 @@ class WC_Admin_Install {
 		self::create_tables();
 		self::update_wc_admin_version();
 
+		WC_Admin_Notes_Historical_Data::add_note();
+
 		delete_transient( 'wc_admin_installing' );
 
 		do_action( 'wc_admin_installed' );
@@ -174,6 +176,7 @@ class WC_Admin_Install {
 			name varchar(255) NOT NULL,
 			label varchar(255) NOT NULL,
 			query longtext NOT NULL,
+			status varchar(255) NOT NULL,
 			PRIMARY KEY (action_id),
 			KEY note_id (note_id)
 		) $collate;
diff --git a/plugins/woocommerce-admin/includes/class-wc-admin-note.php b/plugins/woocommerce-admin/includes/class-wc-admin-note.php
index 422b70e197b..6e08c9fba84 100644
--- a/plugins/woocommerce-admin/includes/class-wc-admin-note.php
+++ b/plugins/woocommerce-admin/includes/class-wc-admin-note.php
@@ -365,6 +365,7 @@ class WC_Admin_Note extends WC_Data {
 	/**
 	 * Set note data for potential re-localization.
 	 *
+	 * @todo Set a default empty array? https://github.com/woocommerce/wc-admin/pull/1763#pullrequestreview-212442921.
 	 * @param object $content_data Note data.
 	 */
 	public function set_content_data( $content_data ) {
@@ -450,11 +451,13 @@ class WC_Admin_Note extends WC_Data {
 	 * @param string $name Label name (not presented to user).
 	 * @param string $label Note label (e.g. presented as button label).
 	 * @param string $query Note query (for redirect).
+	 * @param string $status The status to set for the action should on click.
 	 */
-	public function add_action( $name, $label, $query ) {
-		$name  = wc_clean( $name );
-		$label = wc_clean( $label );
-		$query = wc_clean( $query );
+	public function add_action( $name, $label, $query, $status = '' ) {
+		$name   = wc_clean( $name );
+		$label  = wc_clean( $label );
+		$query  = wc_clean( $query );
+		$status = wc_clean( $status );
 
 		if ( empty( $name ) ) {
 			$this->error( 'admin_note_invalid_data', __( 'The admin note action name prop cannot be empty.', 'wc-admin' ) );
@@ -469,9 +472,10 @@ class WC_Admin_Note extends WC_Data {
 		}
 
 		$action = array(
-			'name'  => $name,
-			'label' => $label,
-			'query' => $query,
+			'name'       => $name,
+			'label'      => $label,
+			'query'      => $query,
+			'status'     => $status,
 		);
 
 		$note_actions   = $this->get_prop( 'actions', 'edit' );
diff --git a/plugins/woocommerce-admin/includes/class-wc-admin-notes-historical-data.php b/plugins/woocommerce-admin/includes/class-wc-admin-notes-historical-data.php
new file mode 100644
index 00000000000..922f22caced
--- /dev/null
+++ b/plugins/woocommerce-admin/includes/class-wc-admin-notes-historical-data.php
@@ -0,0 +1,50 @@
+<?php
+/**
+ * WooCommerce Admin: Historical Analytics Data Note.
+ *
+ * Adds a notes to store alerts area concerning the historial analytics data tool.
+ *
+ * @package WooCommerce Admin
+ */
+
+defined( 'ABSPATH' ) || exit;
+
+/**
+ * WC_Admin_Notes_Historical_Data.
+ */
+class WC_Admin_Notes_Historical_Data {
+	const NOTE_NAME  = 'wc-admin-historical-data';
+
+	/**
+	 * Creates a note for regenerating historical data.
+	 */
+	public static function add_note() {
+		$data_store = WC_Data_Store::load( 'admin-note' );
+
+		// First, see if we've already created this kind of note so we don't do it again.
+		$note_ids = $data_store->get_notes_with_name( self::NOTE_NAME );
+		if ( ! empty( $note_ids ) ) {
+			return;
+		}
+
+		$note = new WC_Admin_Note();
+		$note->set_title( __( 'WooCommerce Admin: Historical Analytics Data', 'wc-admin' ) );
+		$note->set_content( __( 'To view your historical analytics data, you must process your existing orders and customers.', 'wc-admin' ) );
+		$note->set_type( WC_Admin_Note::E_WC_ADMIN_NOTE_UPDATE );
+		$note->set_icon( 'info' );
+		$note->set_name( self::NOTE_NAME );
+		$note->set_content_data( (object) array() );
+		$note->set_source( 'woocommerce-admin' );
+		// @todo Add remind me later option. See https://github.com/woocommerce/wc-admin/issues/1756.
+		$note->add_action(
+			'get-started',
+			__( 'Get Started', 'wc-admin' ),
+			'?page=wc-admin#/analytics/settings',
+			'actioned'
+		);
+
+		$note->save();
+	}
+}
+
+new WC_Admin_Notes_Historical_Data();
diff --git a/plugins/woocommerce-admin/includes/class-wc-admin-notes-new-sales-record.php b/plugins/woocommerce-admin/includes/class-wc-admin-notes-new-sales-record.php
index 924af710a3f..c4b30fe1899 100644
--- a/plugins/woocommerce-admin/includes/class-wc-admin-notes-new-sales-record.php
+++ b/plugins/woocommerce-admin/includes/class-wc-admin-notes-new-sales-record.php
@@ -94,7 +94,7 @@ class WC_Admin_Notes_New_Sales_Record {
 			$note->set_type( WC_Admin_Note::E_WC_ADMIN_NOTE_INFORMATIONAL );
 			$note->set_icon( 'trophy' );
 			$note->set_name( self::NOTE_NAME );
-			$note->set_source( 'wc-admin' );
+			$note->set_source( 'woocommerce-admin' );
 			$note->add_action( 'view-report', __( 'View report', 'wc-admin' ), '?page=wc-admin#/analytics' );
 			$note->save();
 		}
diff --git a/plugins/woocommerce-admin/includes/class-wc-admin-notes-settings-notes.php b/plugins/woocommerce-admin/includes/class-wc-admin-notes-settings-notes.php
index 16ebae887ad..78008f3689f 100644
--- a/plugins/woocommerce-admin/includes/class-wc-admin-notes-settings-notes.php
+++ b/plugins/woocommerce-admin/includes/class-wc-admin-notes-settings-notes.php
@@ -42,7 +42,7 @@ class WC_Admin_Notes_Settings_Notes {
 		$note->set_type( WC_Admin_Note::E_WC_ADMIN_NOTE_INFORMATIONAL );
 		$note->set_icon( 'info' );
 		$note->set_name( $name );
-		$note->set_source( 'wc-admin' );
+		$note->set_source( 'woocommerce-admin' );
 		$note->add_action(
 			'open-customizer',
 			__( 'Open Customizer', 'wc-admin' ),
diff --git a/plugins/woocommerce-admin/includes/class-wc-admin-notes-woo-subscriptions-notes.php b/plugins/woocommerce-admin/includes/class-wc-admin-notes-woo-subscriptions-notes.php
index 1f12b2b4e9e..0c3fc1abddf 100644
--- a/plugins/woocommerce-admin/includes/class-wc-admin-notes-woo-subscriptions-notes.php
+++ b/plugins/woocommerce-admin/includes/class-wc-admin-notes-woo-subscriptions-notes.php
@@ -185,7 +185,7 @@ class WC_Admin_Notes_Woo_Subscriptions_Notes {
 		$note->set_type( WC_Admin_Note::E_WC_ADMIN_NOTE_INFORMATIONAL );
 		$note->set_icon( 'info' );
 		$note->set_name( self::CONNECTION_NOTE_NAME );
-		$note->set_source( 'wc-admin' );
+		$note->set_source( 'woocommerce-admin' );
 		$note->add_action(
 			'connect',
 			__( 'Connect', 'wc-admin' ),
@@ -334,7 +334,7 @@ class WC_Admin_Notes_Woo_Subscriptions_Notes {
 		$note->set_type( WC_Admin_Note::E_WC_ADMIN_NOTE_WARNING );
 		$note->set_icon( 'notice' );
 		$note->set_name( self::SUBSCRIPTION_NOTE_NAME );
-		$note->set_source( 'wc-admin' );
+		$note->set_source( 'woocommerce-admin' );
 		$note->clear_actions();
 		$note->add_action(
 			'enable-autorenew',
@@ -398,7 +398,7 @@ class WC_Admin_Notes_Woo_Subscriptions_Notes {
 		$note->set_type( WC_Admin_Note::E_WC_ADMIN_NOTE_WARNING );
 		$note->set_icon( 'notice' );
 		$note->set_name( self::SUBSCRIPTION_NOTE_NAME );
-		$note->set_source( 'wc-admin' );
+		$note->set_source( 'woocommerce-admin' );
 		$note->clear_actions();
 		$note->add_action(
 			'renew-subscription',
diff --git a/plugins/woocommerce-admin/includes/class-wc-admin-notes.php b/plugins/woocommerce-admin/includes/class-wc-admin-notes.php
index ac7c71011e0..20390eaf664 100644
--- a/plugins/woocommerce-admin/includes/class-wc-admin-notes.php
+++ b/plugins/woocommerce-admin/includes/class-wc-admin-notes.php
@@ -64,11 +64,12 @@ class WC_Admin_Notes {
 	 * Get the total number of notes
 	 *
 	 * @param string $type Comma separated list of note types.
+	 * @param string $status Comma separated list of statuses.
 	 * @return int
 	 */
-	public static function get_notes_count( $type = '' ) {
+	public static function get_notes_count( $type = '', $status = '' ) {
 		$data_store = WC_Data_Store::load( 'admin-note' );
-		return $data_store->get_notes_count( $type );
+		return $data_store->get_notes_count( $type, $status );
 	}
 
 	/**
diff --git a/plugins/woocommerce-admin/includes/class-wc-admin-reports-sync.php b/plugins/woocommerce-admin/includes/class-wc-admin-reports-sync.php
index a816c2b6a5a..ec7dbe5dea3 100644
--- a/plugins/woocommerce-admin/includes/class-wc-admin-reports-sync.php
+++ b/plugins/woocommerce-admin/includes/class-wc-admin-reports-sync.php
@@ -148,7 +148,6 @@ class WC_Admin_Reports_Sync {
 		);
 	}
 
-
 	/**
 	 * Schedule an action to process a single Order.
 	 *
diff --git a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-notes-data-store.php b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-notes-data-store.php
index 51a8e4af5bf..8460c91499c 100644
--- a/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-notes-data-store.php
+++ b/plugins/woocommerce-admin/includes/data-stores/class-wc-admin-notes-data-store.php
@@ -197,13 +197,13 @@ class WC_Admin_Notes_Data_Store extends WC_Data_Store_WP implements WC_Object_Da
 
 		$actions = $wpdb->get_results(
 			$wpdb->prepare(
-				"SELECT name, label, query FROM {$wpdb->prefix}wc_admin_note_actions WHERE note_id = %d",
+				"SELECT name, label, query, status FROM {$wpdb->prefix}wc_admin_note_actions WHERE note_id = %d",
 				$note->get_id()
 			)
 		);
 		if ( $actions ) {
 			foreach ( $actions as $action ) {
-				$note->add_action( $action->name, $action->label, $action->query );
+				$note->add_action( $action->name, $action->label, $action->query, $action->status );
 			}
 		}
 	}
@@ -232,6 +232,7 @@ class WC_Admin_Notes_Data_Store extends WC_Data_Store_WP implements WC_Object_Da
 					'name'    => $action->name,
 					'label'   => $action->label,
 					'query'   => $action->query,
+					'status'  => $action->status,
 				)
 			);
 		}
@@ -258,6 +259,49 @@ class WC_Admin_Notes_Data_Store extends WC_Data_Store_WP implements WC_Object_Da
 
 		$offset = $per_page * ( $page - 1 );
 
+		$where_clauses = $this->get_notes_where_clauses( $args );
+
+		$query = $wpdb->prepare(
+			"SELECT note_id, title, content FROM {$wpdb->prefix}wc_admin_notes WHERE 1=1{$where_clauses} ORDER BY note_id DESC LIMIT %d, %d",
+			$offset,
+			$per_page
+		); // WPCS: unprepared SQL ok.
+
+		return $wpdb->get_results( $query ); // phpcs:ignore WordPress.DB.PreparedSQL.NotPrepared
+	}
+
+	/**
+	 * Return a count of notes.
+	 *
+	 * @param string $type Comma separated list of note types.
+	 * @param string $status Comma separated list of statuses.
+	 * @return array An array of objects containing a note id.
+	 */
+	public function get_notes_count( $type = '', $status = '' ) {
+		global $wpdb;
+
+		$where_clauses = $this->get_notes_where_clauses(
+			array(
+				'type'   => $type,
+				'status' => $status,
+			)
+		);
+
+		if ( ! empty( $where_clauses ) ) {
+			// phpcs:ignore WordPress.DB.PreparedSQL.NotPrepared
+			return $wpdb->get_var( "SELECT COUNT(*) FROM {$wpdb->prefix}wc_admin_notes WHERE 1=1{$where_clauses}" );
+		}
+
+		return $wpdb->get_var( "SELECT COUNT(*) FROM {$wpdb->prefix}wc_admin_notes" );
+	}
+
+	/**
+	 * Return where clauses for getting notes by status and type. For use in both the count and listing queries.
+	 *
+	 *  @param array $args Array of args to pass.
+	 * @return string Where clauses for the query.
+	 */
+	public function get_notes_where_clauses( $args = array() ) {
 		$allowed_types    = WC_Admin_Note::get_allowed_types();
 		$where_type_array = array();
 		if ( isset( $args['type'] ) ) {
@@ -269,54 +313,32 @@ class WC_Admin_Notes_Data_Store extends WC_Data_Store_WP implements WC_Object_Da
 				}
 			}
 		}
-		$escaped_where_types = implode( ',', $where_type_array );
 
-		if ( empty( $escaped_where_types ) ) {
-			$query = $wpdb->prepare(
-				"SELECT note_id, title, content FROM {$wpdb->prefix}wc_admin_notes ORDER BY note_id DESC LIMIT %d, %d",
-				$offset,
-				$per_page
-			);
-		} else {
-			$query = $wpdb->prepare(
-				// phpcs:ignore WordPress.DB.PreparedSQL.NotPrepared
-				"SELECT note_id, title, content FROM {$wpdb->prefix}wc_admin_notes WHERE type IN ($escaped_where_types) ORDER BY note_id DESC LIMIT %d, %d",
-				$offset,
-				$per_page
-			);
-		}
-
-		return $wpdb->get_results( $query ); // phpcs:ignore WordPress.DB.PreparedSQL.NotPrepared
-	}
-
-	/**
-	 * Return a count of notes.
-	 *
-	 * @param string $type Comma separated list of note types.
-	 * @return array An array of objects containing a note id.
-	 */
-	public function get_notes_count( $type = '' ) {
-		global $wpdb;
-
-		$allowed_types    = WC_Admin_Note::get_allowed_types();
-		$where_type_array = array();
-		if ( ! empty( $type ) ) {
-			$args_types = explode( ',', $type );
-			foreach ( (array) $args_types as $args_type ) {
-				$args_type = trim( $args_type );
-				if ( in_array( $args_type, $allowed_types, true ) ) {
-					$where_type_array[] = "'" . esc_sql( $args_type ) . "'";
+		$allowed_statuses   = WC_Admin_Note::get_allowed_statuses();
+		$where_status_array = array();
+		if ( isset( $args['status'] ) ) {
+			$args_statuses = explode( ',', $args['status'] );
+			foreach ( (array) $args_statuses as $args_status ) {
+				$args_status = trim( $args_status );
+				if ( in_array( $args_status, $allowed_statuses, true ) ) {
+					$where_status_array[] = "'" . esc_sql( $args_status ) . "'";
 				}
 			}
 		}
-		$escaped_where_types = implode( ',', $where_type_array );
+
+		$escaped_where_types  = implode( ',', $where_type_array );
+		$escaped_status_types = implode( ',', $where_status_array );
+		$where_clauses        = '';
 
 		if ( ! empty( $escaped_where_types ) ) {
-			// phpcs:ignore WordPress.DB.PreparedSQL.NotPrepared
-			return $wpdb->get_var( "SELECT COUNT(*) FROM {$wpdb->prefix}wc_admin_notes WHERE type IN ($escaped_where_types)" );
+			$where_clauses .= " AND type IN ($escaped_where_types)";
 		}
 
-		return $wpdb->get_var( "SELECT COUNT(*) FROM {$wpdb->prefix}wc_admin_notes" );
+		if ( ! empty( $escaped_status_types ) ) {
+			$where_clauses .= " AND status IN ($escaped_status_types)";
+		}
+
+		return $where_clauses;
 	}
 
 	/**
diff --git a/plugins/woocommerce-admin/lib/client-assets.php b/plugins/woocommerce-admin/lib/client-assets.php
index 7a1aff2b1bc..4625b818354 100644
--- a/plugins/woocommerce-admin/lib/client-assets.php
+++ b/plugins/woocommerce-admin/lib/client-assets.php
@@ -191,7 +191,7 @@ function wc_admin_print_script_settings() {
 			'weekdaysShort' => array_values( $wp_locale->weekday_abbrev ),
 		),
 		'currentUserData'  => $current_user_data,
-		'alertCount'       => WC_Admin_Notes::get_notes_count( 'error,update' ),
+		'alertCount'       => WC_Admin_Notes::get_notes_count( 'error,update', 'unactioned' ),
 	);
 	$settings = wc_admin_add_custom_settings( $settings );
 
diff --git a/plugins/woocommerce-admin/tests/api/admin-notes.php b/plugins/woocommerce-admin/tests/api/admin-notes.php
index 316926e9794..da396631c0d 100644
--- a/plugins/woocommerce-admin/tests/api/admin-notes.php
+++ b/plugins/woocommerce-admin/tests/api/admin-notes.php
@@ -106,6 +106,45 @@ class WC_Tests_API_Admin_Notes extends WC_REST_Unit_Test_Case {
 		$this->assertEquals( 401, $response->get_status() );
 	}
 
+	/**
+	 * Test updating a single note.
+	 */
+	public function test_update_note() {
+		wp_set_current_user( $this->user );
+
+		$response = $this->server->dispatch( new WP_REST_Request( 'GET', $this->endpoint . '/1' ) );
+		$note     = $response->get_data();
+
+		$this->assertEquals( 200, $response->get_status() );
+		$this->assertEquals( 'unactioned', $note['status'] );
+
+		$request = new WP_REST_Request( 'PUT', $this->endpoint . '/1' );
+		$request->set_body_params(
+			array(
+				'status' => 'actioned',
+			)
+		);
+
+		$response = $this->server->dispatch( $request );
+		$note     = $response->get_data();
+		$this->assertEquals( 200, $response->get_status() );
+		$this->assertEquals( 'actioned', $note['status'] );
+	}
+
+	/**
+	 * Test updating a single note without permission. It should fail.
+	 */
+	public function test_update_note_without_permission() {
+		$request = new WP_REST_Request( 'PUT', $this->endpoint . '/1' );
+		$request->set_body_params(
+			array(
+				'status' => 'actioned',
+			)
+		);
+		$response = $this->server->dispatch( $request );
+		$this->assertEquals( 401, $response->get_status() );
+	}
+
 	/**
 	 * Test getting lots of notes.
 	 *
@@ -139,6 +178,31 @@ class WC_Tests_API_Admin_Notes extends WC_REST_Unit_Test_Case {
 		$this->assertEquals( $notes[0]['title'], 'PHPUNIT_TEST_NOTE_2_TITLE' );
 	}
 
+
+	/**
+	 * Test getting notes of a certain status.
+	 */
+	public function test_get_actioned_notes() {
+		wp_set_current_user( $this->user );
+
+		$request = new WP_REST_Request( 'GET', $this->endpoint );
+		$request->set_query_params( array( 'status' => 'actioned' ) );
+		$response = $this->server->dispatch( $request );
+		$notes    = $response->get_data();
+
+		$this->assertEquals( 200, $response->get_status() );
+		$this->assertEquals( 1, count( $notes ) );
+		$this->assertEquals( $notes[0]['title'], 'PHPUNIT_TEST_NOTE_2_TITLE' );
+
+		$request = new WP_REST_Request( 'GET', $this->endpoint );
+		$request->set_query_params( array( 'status' => 'invalid' ) );
+		$response = $this->server->dispatch( $request );
+		$notes    = $response->get_data();
+
+		// get_notes returns all results since 'status' is not one of actioned or unactioned.
+		$this->assertEquals( 2, count( $notes ) );
+	}
+
 	/**
 	 * Test getting lots of notes without permission. It should fail.
 	 *
diff --git a/plugins/woocommerce-admin/tests/framework/helpers/class-wc-helper-admin-notes.php b/plugins/woocommerce-admin/tests/framework/helpers/class-wc-helper-admin-notes.php
index c1a0e8983f3..f53b9074cae 100644
--- a/plugins/woocommerce-admin/tests/framework/helpers/class-wc-helper-admin-notes.php
+++ b/plugins/woocommerce-admin/tests/framework/helpers/class-wc-helper-admin-notes.php
@@ -55,6 +55,7 @@ class WC_Helper_Admin_Notes {
 		$note_2->set_icon( 'info' );
 		$note_2->set_name( 'PHPUNIT_TEST_NOTE_NAME' );
 		$note_2->set_source( 'PHPUNIT_TEST' );
+		$note_2->set_status( WC_Admin_Note::E_WC_ADMIN_NOTE_ACTIONED );
 		// This note has no actions.
 		$note_2->save();
 
diff --git a/plugins/woocommerce-admin/wc-admin.php b/plugins/woocommerce-admin/wc-admin.php
index 3459e9cb8fe..2e47bd414c8 100755
--- a/plugins/woocommerce-admin/wc-admin.php
+++ b/plugins/woocommerce-admin/wc-admin.php
@@ -153,6 +153,7 @@ function wc_admin_plugins_loaded() {
 	require_once WC_ADMIN_ABSPATH . '/includes/class-wc-admin-notes-new-sales-record.php';
 	require_once WC_ADMIN_ABSPATH . '/includes/class-wc-admin-notes-settings-notes.php';
 	require_once WC_ADMIN_ABSPATH . '/includes/class-wc-admin-notes-woo-subscriptions-notes.php';
+	require_once WC_ADMIN_ABSPATH . '/includes/class-wc-admin-notes-historical-data.php';
 
 	// Verify we have a proper build.
 	if ( ! wc_admin_build_file_exists() ) {