diff --git a/download_linux.html b/download_linux.html
index 085b8d6..207b7e3 100644
--- a/download_linux.html
+++ b/download_linux.html
@@ -51,18 +51,18 @@ <h3>
 		<p>The download will begin immediately after clicking on the links below:</p>
 		<h4>GeoDa 1.22</h4>
 		<ul style="margin-left:20px">
-			<li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa-1.22.0-focal.zip"
+			<li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.4/GeoDa-1.22.0.4-focal.zip"
 					onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaUbuntu64Downloads122', 'event_label': 'GeoDa Software Downloads Count for  Ubuntu 64'});">
-					GeoDa 1.20 (10/16/2022)&nbsp;for 64-bit Ubuntu Focal 20.04</a></li>
-			<li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa-1.22.0-jammy.zip"
+					GeoDa 1.22 (10/11/2023)&nbsp;for 64-bit Ubuntu Focal 20.04</a></li>
+			<li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.4/GeoDa-1.22.0.4-jammy.zip"
 					onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaUbuntu64Downloads122', 'event_label': 'GeoDa Software Downloads Count for  Ubuntu 64'});">
-					GeoDa 1.20 (10/16/2022)&nbsp;for 64-bit Ubuntu Jammy 22.04</a></li>
+					GeoDa 1.22 (10/11/2023)&nbsp;for 64-bit Ubuntu Jammy 22.04</a></li>
 		</ul>
 		<p>Alternative download links for users in China（中国)：</p>
 		<ul style="margin-left: 20px">
 			<li><a href="https://gitee.com/geoda/geoda_mirror/releases/v1.18"
 					onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaUbuntu64Downloads122', 'event_label': 'GeoDa Software Downloads Count for  Ubuntu 64'});">
-					GeoDa 1.22 (8/30/2023)&nbsp;for 64-bit Ubuntu</a></li>
+					GeoDa 1.22 (10/11/2023)&nbsp;for 64-bit Ubuntu</a></li>
 		</ul>
 		<p>
 			Note: If click to install doesn't work, please try to install using terminal
@@ -74,6 +74,15 @@ <h4>GeoDa 1.22</h4>
 		https://github.com/GeoDaCenter/geoda/tree/master/BuildTools/ubuntu
 		</p>
 		<h3>Previous Versions</h3>
+		<h4>GeoDa 1.22</h4>
+		<ul style="margin-left:20px">
+			<li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa-1.22.0-focal.zip"
+					onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaUbuntu64Downloads122', 'event_label': 'GeoDa Software Downloads Count for  Ubuntu 64'});">
+					GeoDa 1.20 (10/16/2022)&nbsp;for 64-bit Ubuntu Focal 20.04</a></li>
+			<li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa-1.22.0-jammy.zip"
+					onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaUbuntu64Downloads122', 'event_label': 'GeoDa Software Downloads Count for  Ubuntu 64'});">
+					GeoDa 1.20 (10/16/2022)&nbsp;for 64-bit Ubuntu Jammy 22.04</a></li>
+		</ul>
 		<h4>GeoDa 1.20.0.36</h4>
 		<ul style="margin-left:20px">
 			<li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.20.0.36/GeoDa-1.20.0.36-focal.zip"
diff --git a/download_mac.html b/download_mac.html
index bae848b..faa8f33 100644
--- a/download_mac.html
+++ b/download_mac.html
@@ -48,15 +48,15 @@ <h3>
     <p>The download will begin immediately after clicking the link.</p>
     <h4>GeoDa 1.22</h4>
     <ul style="margin-left: 20px">
-      <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa1.22.0-Installer.dmg"
+      <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.4/GeoDa1.22.0.4-Installer.dmg"
           onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaOSXDownloads122', 'event_label': 'GeoDa Software Downloads Count for MacOSX 1.22'});">
-          GeoDa 1.22 (8/30/2023)&nbsp;for Mac OS X (Big Sur+)</a></li>
+          GeoDa 1.22.0.4 (10/11/2023)&nbsp;for Mac OS X (Big Sur+)</a></li>
     </ul>
     <p>Alternative download links for users in China（中国)：</p>
     <ul style="margin-left: 20px">
       <li><a href="https://gitee.com/geoda/geoda_mirror/releases/v1.18"
           onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaOSXDownloads118', 'event_label': 'GeoDa Software Downloads Count for MacOSX 1.22'});">
-          GeoDa 1.22 (8/30/2023)&nbsp;for Mac OS X (Big Sur+)</a></li>
+          GeoDa 1.22 (10/11/2023)&nbsp;for Mac OS X (Big Sur+)</a></li>
     </ul>
 
     <h3>Previous versions</h3>
@@ -66,6 +66,12 @@ <h3>Previous versions</h3>
       will not be asked this again. However, in order for this to work, you need to set your Security &amp; Privacy
       preferences to Mac App Store and identified developers; the default is Mac App store only, which will NOT WORK for
       GeoDa.</p>
+    <h4>GeoDa 1.22.0.2</h4>
+    <ul style="margin-left: 20px">
+      <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa1.22.0-Installer.dmg"
+          onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaOSXDownloads122', 'event_label': 'GeoDa Software Downloads Count for MacOSX 1.22'});">
+          GeoDa 1.22.0.2 (8/30/2023)&nbsp;for Mac OS X (Big Sur+)</a></li>
+    </ul>
     <h4>GeoDa 1.20.0.36</h4>
     <ul style="margin-left: 20px">
       <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.20.0.36/GeoDa1.20.0.36-Installer.dmg"
diff --git a/download_nightly.html b/download_nightly.html
index 47afc4f..4762885 100644
--- a/download_nightly.html
+++ b/download_nightly.html
@@ -44,6 +44,8 @@ <h3>
 
     <p>
       <!--content start-->
+    <h4>10/11/2023 GeoDa 1.22.0.2</h4>
+    <p><a href="https://github.com/GeoDaCenter/geoda/releases/tag/v1.22.0.4">Release notes</a></p>
     <h4>8/30/2023 GeoDa 1.22.0.2</h4>
     <p><a href="https://github.com/GeoDaCenter/geoda/releases/tag/v1.22.0.2">Release notes</a></p>
     <h4>7/14/2023 GeoDa 1.22</h4>
diff --git a/download_windows.html b/download_windows.html
index b6a1195..c9ab38e 100644
--- a/download_windows.html
+++ b/download_windows.html
@@ -48,21 +48,21 @@ <h3>
     <p>The download will begin immediately after clicking on this link:</p>
     <h4>GeoDa 1.22</h4>
     <ul style="margin-left: 20px">
-      <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa-Windows7+-x64-installer.zip"
+      <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.4/GeoDa-1.22.0.4-Windows7+-x64-installer.zip"
           onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaWin64Downloads122', 'event_label': 'GeoDa Software Downloads Count for Win64'});">
-          GeoDa 1.22 (8/30/2023) for 64-bit Windows</a>.</li>
-      <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa-Windows7+-x86-installer.zip"
+          GeoDa 1.22 (10/11/2023) for 64-bit Windows</a>.</li>
+      <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.4/GeoDa-1.22.0.4-Windows7+-x86-installer.zip"
           onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaWin32Downloads122', 'event_label': 'GeoDa Software Downloads Count for Win32'});">
-          GeoDa 1.22 (8/30/2023) for 32-bit Windows</a>.</li>
+          GeoDa 1.22 (10/11/2023) for 32-bit Windows</a>.</li>
     </ul>
     <p>Alternative download links for users in China（中国)：</p>
     <ul style="margin-left: 20px">
       <li><a href="https://gitee.com/geoda/geoda_mirror/releases/v1.18"
           onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaWin64Downloads120', 'event_label': 'GeoDa Software Downloads Count for Win64'});">
-          GeoDa 1.22 (8/30/2023) for 64-bit Windows</a>.</li>
+          GeoDa 1.22 (10/11/2023) for 64-bit Windows</a>.</li>
       <li><a href="https://gitee.com/geoda/geoda_mirror/releases/v1.18"
           onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaWin32Downloads120', 'event_label': 'GeoDa Software Downloads Count for Win32'});">
-          GeoDa 1.22 (8/30/2023) for 32-bit Windows</a>.</li>
+          GeoDa 1.22 (10/11/2023) for 32-bit Windows</a>.</li>
     </ul>
     <p>
       Note: when you use a high-DPI devices on Windows 10, you might experience some UI issues (e.g. Elements are too
@@ -84,6 +84,15 @@ <h4>GeoDa 1.22</h4>
     </p>
 
     <h3>Previous versions</h3>
+    <h4>GeoDa 1.22</h4>
+    <ul style="margin-left: 20px">
+      <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa-Windows7+-x64-installer.zip"
+          onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaWin64Downloads122', 'event_label': 'GeoDa Software Downloads Count for Win64'});">
+          GeoDa 1.22 (8/30/2023) for 64-bit Windows</a>.</li>
+      <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.22.0.2/GeoDa-Windows7+-x86-installer.zip"
+          onclick="gtag('event', 'GeoDaDownload', {'event_category': 'GeoDaWin32Downloads122', 'event_label': 'GeoDa Software Downloads Count for Win32'});">
+          GeoDa 1.22 (8/30/2023) for 32-bit Windows</a>.</li>
+    </ul>
     <h4>GeoDa 1.20.0.36</h4>
     <ul style="margin-left: 20px">
       <li><a href="https://github.com/GeoDaCenter/geoda/releases/download/v1.20.0.36/GeoDa-Windows7+-x64-installer.zip"