diff --git a/components/metrics/ReferrersTable.js b/components/metrics/ReferrersTable.js
index 85834212..0527c68a 100644
--- a/components/metrics/ReferrersTable.js
+++ b/components/metrics/ReferrersTable.js
@@ -20,9 +20,9 @@ export default function ReferrersTable({ websiteId, websiteDomain, limit, onExpa
     { label: <FormattedMessage id="metrics.filter.raw" defaultMessage="Raw" />, value: FILTER_RAW },
   ];
 
-  const renderLink = ({ x: url }) => {
-    return url.startsWith('http') ? (
-      <a href={url} target="_blank" rel="noreferrer">
+  const renderLink = ({ w: href, x: url }) => {
+    return (href || url).startsWith('http') ? (
+      <a href={href || url} target="_blank" rel="noreferrer">
         {decodeURI(url)}
       </a>
     ) : (
diff --git a/lib/filters.js b/lib/filters.js
index e4d9e48c..ee0a1759 100644
--- a/lib/filters.js
+++ b/lib/filters.js
@@ -1,6 +1,6 @@
 import firstBy from 'thenby';
 import { BROWSERS, ISO_COUNTRIES } from './constants';
-import { removeTrailingSlash, getDomainName } from './url';
+import { removeTrailingSlash, removeWWW, getDomainName } from './url';
 
 export const urlFilter = (data, { raw }) => {
   const isValidUrl = url => {
@@ -55,6 +55,7 @@ export const urlFilter = (data, { raw }) => {
 export const refFilter = (data, { domain, domainOnly, raw }) => {
   const domainName = getDomainName(domain);
   const regex = new RegExp(`http[s]?://${domainName}`);
+  const links = {};
 
   const isValidRef = ref => {
     return ref !== '' && !ref.startsWith('/') && !ref.startsWith('#');
@@ -85,7 +86,7 @@ export const refFilter = (data, { domain, domainOnly, raw }) => {
         const ref = searchParams.get('ref');
         const query = ref ? `?ref=${ref}` : '';
 
-        return `${origin}${path}${query}`;
+        return removeTrailingSlash(`${removeWWW(hostname)}${path}`) + query;
       }
 
       return null;
@@ -101,6 +102,10 @@ export const refFilter = (data, { domain, domainOnly, raw }) => {
 
     const url = cleanUrl(x);
 
+    if (!domainOnly && !raw) {
+      links[url] = x;
+    }
+
     if (url) {
       if (!obj[url]) {
         obj[url] = y;
@@ -113,7 +118,7 @@ export const refFilter = (data, { domain, domainOnly, raw }) => {
   }, {});
 
   return Object.keys(map)
-    .map(key => ({ x: key, y: map[key] }))
+    .map(key => ({ x: key, y: map[key], w: links[key] }))
     .sort(firstBy('y', -1).thenBy('x'));
 };
 
diff --git a/lib/lang.js b/lib/lang.js
index d45d7ce0..8568ed4f 100644
--- a/lib/lang.js
+++ b/lib/lang.js
@@ -38,7 +38,7 @@ export const dateLocales = {
 };
 
 export const menuOptions = [
-  { label: 'English', value: 'en', display: 'EN' },
+  { label: 'English', value: 'en-US', display: 'EN' },
   { label: '中文', value: 'zh-CN', display: 'CN' },
   { label: 'Deutsch', value: 'de-DE', display: 'DE' },
   { label: 'Español', value: 'es-MX', display: 'ES' },
diff --git a/lib/url.js b/lib/url.js
index 0eb4a04a..d90c390e 100644
--- a/lib/url.js
+++ b/lib/url.js
@@ -2,6 +2,10 @@ export function removeTrailingSlash(url) {
   return url && url.length > 1 && url.endsWith('/') ? url.slice(0, -1) : url;
 }
 
+export function removeWWW(url) {
+  return url && url.length > 1 && url.startsWith('www.') ? url.slice(4) : url;
+}
+
 export function getDomainName(str) {
   try {
     return new URL(str).hostname;
diff --git a/package.json b/package.json
index 635fe153..65726297 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "umami",
-  "version": "0.35.0",
+  "version": "0.36.0",
   "description": "A simple, fast, website analytics alternative to Google Analytics. ",
   "author": "Mike Cao <mike@mikecao.com>",
   "license": "MIT",