diff --git a/AzureADDeviceCleanup.ps1 b/AzureADDeviceCleanup.ps1
index 0991df9..748d95f 100644
--- a/AzureADDeviceCleanup.ps1
+++ b/AzureADDeviceCleanup.ps1
@@ -1,4 +1,4 @@
-<# 
+<# 
 
 Extremely Important Notes:
 =========================================================================================================
@@ -17,7 +17,7 @@ Extremely Important Notes:
     before deleting a stale device.
 
 -   For more information, kindly visit the link:
-    https://docs.microsoft.com/en-us/azure/active-directory/devices/manage-stale-devices
+    https://learn.microsoft.com/en-us/entra/identity/devices/manage-stale-devices
 =========================================================================================================
 
  
@@ -30,10 +30,17 @@ Extremely Important Notes:
 .AUTHOR:
     Mohammad Zmaili
 
+.VERSION
+    1.1 (AzureAd PowerShell Module)
+    1.2 (AzureAd PowerShell Module Retired, switching to Microsoft Graph API)
+  
+.UPDATED BY
+    SUMANJIT PAN
+
 .PARAMETER
     ThresholdDays
     Specifies the period of the last login.
-    Note: The default value is 90 days if this parameter is not configured.
+    Note: The default value is 180 days if this parameter is not configured.
 
 .PARAMETER
     Verify
@@ -70,7 +77,7 @@ Extremely Important Notes:
 
 .EXAMPLE
     .\AzureADDeviceCleanup.ps1 -Verify
-    Verifies the stale devices since 90 says that will be deleted when running the PowerShell with 'CleanDevices' parameter.
+    Verifies the stale devices since 180 days that will be deleted when running the PowerShell with 'CleanDevices' parameter.
 
 .EXAMPLE
     .\AzureADDeviceCleanup.ps1 -Verify -ThresholdDays <Number of Days>
@@ -109,7 +116,7 @@ Last Login verified: 5/31/2019 2:32:37 PM
 [cmdletbinding()]
 param(
         [Parameter( Mandatory=$false)]
-        [Int]$ThresholdDays =90,
+        [Int]$ThresholdDays = 180,
 
         [Parameter( Mandatory=$false)]
         [switch]$Verify,
@@ -150,113 +157,82 @@ $statuscode = (Invoke-WebRequest -Uri https://adminwebservice.microsoftonline.co
 if ($statuscode -ne 200){
 ''
 ''
-Write-Host "Operation aborted. Unable to connect to Azure AD, please check your internet connection." -ForegroundColor red -BackgroundColor Black
+Write-Host "Operation aborted. Unable to connect to Microsoft Graph, please check your internet connection." -ForegroundColor red -BackgroundColor Black
 exit
 }
 }
 
-Function CheckMSOnline{
+Function CheckMSGraph{
 ''
-Write-Host "Checking MSOnline Module..." -ForegroundColor Yellow
+Write-Host "Checking Microsoft Graph Module..." -ForegroundColor Yellow
                             
-    if (Get-Module -ListAvailable -Name MSOnline) {
-        Import-Module MSOnline
-        Write-Host "MSOnline Module has imported." -ForegroundColor Green -BackgroundColor Black
-        ''
+    if (Get-Module -ListAvailable | where {$_.Name -like "Microsoft.Graph"}) 
+    {
+    Write-Host "Microsoft Graph Module has installed." -ForegroundColor Green
+    Import-Module -Name "Microsoft.Graph"
+    Write-Host "Microsoft Graph Module has imported." -ForegroundColor Cyan
+    ''
+    ''
+    } else 
+    {
+    Write-Host "Microsoft Graph Module is not installed." -ForegroundColor Red
+    ''
+    Write-Host "Installing Microsoft Graph Module....." -ForegroundColor Yellow
+    Install-Module -Name "Microsoft.Graph" -Force
+                                
+    if (Get-Module -ListAvailable | where {$_.Name -like "Microsoft.Graph"}) {                                
+    Write-Host "Microsoft Graph Module has installed." -ForegroundColor Green
+    Import-Module -Name "Microsoft.Graph"
+    Write-Host "Microsoft Graph Module has imported." -ForegroundColor Cyan
+    ''
+    ''
+    } else
+    {
+    ''
+    ''
+    Write-Host "Operation aborted. Microsoft Graph Module was not installed." -ForegroundColor Red
+    Exit}
+    }
 
-            Write-Host "Checking MSOnline version..." -ForegroundColor Yellow
-            $MVersion = Get-Module msonline | Select-Object version
-            if (($MVersion.Version.Major -eq 1) -and ($MVersion.Version.Minor -eq 1) -and ($MVersion.Version.Build -ge 183)){
-                Write-Host "You have a supported version." -ForegroundColor Green -BackgroundColor Black
-            }else{
-                Write-Host "You have an old version." -ForegroundColor Red -BackgroundColor Black
-                ''
-                Write-Host "Updating MSOnline version..." -ForegroundColor Yellow
-                Update-Module msonline -force
-                Remove-Module msonline
-                Import-Module msonline
-                $MVersion = Get-Module msonline | Select-Object version
-                if (($MVersion.Version.Major -eq 1) -and ($MVersion.Version.Minor -eq 1) -and ($MVersion.Version.Build -ge 183)){
-                Write-Host "MSOnline Module has been updated. Please reopen PowerShell window." -ForegroundColor Green -BackgroundColor Black
-                exit
-                }else{
-                Write-Host "Operation aborted. MSOnline module has not updated, please make sure you are running PowerShell as admin." -ForegroundColor red -BackgroundColor Black
-                exit
-                }
-
-            }
+Write-Host "Connecting to Microsoft Graph PowerShell..." -ForegroundColor Magenta
 
-        ''
-        Write-Host "Connecting to MSOnline..." -ForegroundColor Yellow
-        
         if ($SavedCreds){
-            Connect-MsolService -Credential $UserCreds -ErrorAction SilentlyContinue
+            Connect-MgGraph -Credential $UserCreds -ErrorAction SilentlyContinue -NoWelcome
         }else{
-            Connect-MsolService -ErrorAction SilentlyContinue
+            Connect-MgGraph -ErrorAction SilentlyContinue -NoWelcome
         }
+        $MgContext= Get-mgContext
+Write-Host "User $($MgContext.Account) has connected to TenantId $($MgContext.TenantId) Microsoft Graph API successfully." -ForegroundColor Green
+''
+''
 
-        if (-not (Get-MsolCompanyInformation -ErrorAction SilentlyContinue)){
-            Write-Host "Operation aborted. Unable to connect to MSOnline, please check you entered a correct credentials and you have the needed permissions." -ForegroundColor red -BackgroundColor Black
-            exit
-        }
-        Write-Host "Connected to MSOnline successfully." -ForegroundColor Green -BackgroundColor Black
-        ''
-    } else {
-        Write-Host "MSOnline Module is not installed." -ForegroundColor Red -BackgroundColor Black
-        Write-Host "Installing MSOnline Module....." -ForegroundColor Yellow
-        CheckInternet
-        Install-Module MSOnline -force
-                                
-        if (Get-Module -ListAvailable -Name MSOnline) {                                
-        Write-Host "MSOnline Module has installed." -ForegroundColor Green -BackgroundColor Black
-        Import-Module MSOnline
-        Write-Host "MSOnline Module has imported." -ForegroundColor Green -BackgroundColor Black
-        ''
-        Write-Host "Connecting to MSOnline..." -ForegroundColor Yellow
-        Connect-MsolService -ErrorAction SilentlyContinue
-        
-        if (-not (Get-MsolCompanyInformation -ErrorAction SilentlyContinue)){
-            Write-Host "Operation aborted. Unable to connect to MSOnline, please check you entered a correct credentials and you have the needed permissions." -ForegroundColor red -BackgroundColor Black
-            exit
-        }
-        Write-Host "Connected to MSOnline successfully." -ForegroundColor Green -BackgroundColor Black
-        ''
-        } else {
-        ''
-        ''
-        Write-Host "Operation aborted. MsOnline was not installed." -ForegroundColor red -BackgroundColor Black
-        exit
-        }
     }
 
 
-
-}
-
 Function CheckImportExcel{
-Write-Host "Checking ImportExcel Module..." -ForegroundColor Yellow
+Write-Host "Checking Excel Module..." -ForegroundColor Yellow
                             
-    if (Get-Module -ListAvailable -Name ImportExcel) {
-        Import-Module ImportExcel
-        Write-Host "ImportExcel Module has imported." -ForegroundColor Green -BackgroundColor Black
+    if (Get-Module -ListAvailable -Name "ImportExcel") {
+        Import-Module -Name "ImportExcel"
+        Write-Host "Excel Module has imported." -ForegroundColor Green -BackgroundColor Black
         ''
         ''
     } else {
-        Write-Host "ImportExcel Module is not installed." -ForegroundColor Red -BackgroundColor Black
+        Write-Host "Excel Module is not installed." -ForegroundColor Red -BackgroundColor Black
         ''
-        Write-Host "Installing ImportExcel Module....." -ForegroundColor Yellow
-        Install-Module ImportExcel -Force
+        Write-Host "Installing Excel Module....." -ForegroundColor Yellow
+        Install-Module -Name "ImportExcel" -Force
                                 
-        if (Get-Module -ListAvailable -Name ImportExcel) {                                
-        Write-Host "ImportExcel Module has installed." -ForegroundColor Green -BackgroundColor Black
-        Import-Module ImportExcel
-        Write-Host "ImportExcel Module has imported." -ForegroundColor Green -BackgroundColor Black
+        if (Get-Module -ListAvailable -Name "ImportExcel") {                                
+        Write-Host "Excel Module has installed." -ForegroundColor Green -BackgroundColor Black
+        Import-Module -Name "ImportExcel"
+        Write-Host "Excel Module has imported." -ForegroundColor Green -BackgroundColor Black
         ''
         ''
         } else {
         ''
         ''
-        Write-Host "Operation aborted. ImportExcel was not installed." -ForegroundColor red -BackgroundColor Black
+        Write-Host "Operation aborted. Excel was not installed." -ForegroundColor Red -BackgroundColor Black
         exit
         }
     }
@@ -289,67 +265,73 @@ Write-Host "You should determine whether your cleanup policy aligns with the act
 Write-Host "before deleting a stale device." -ForegroundColor yellow 
 ''
 Write-Host "For more information, kindly visit the link:" -ForegroundColor yellow 
-Write-Host "https://docs.microsoft.com/en-us/azure/active-directory/devices/manage-stale-devices" -ForegroundColor yellow 
+Write-Host "https://learn.microsoft.com/en-us/entra/identity/devices/manage-stale-devices" -ForegroundColor yellow 
 
 "===================================================================================================="
 ''
-CheckMSOnline
+CheckMSGraph
 
 CheckImportExcel
 
 
 
-$global:lastLogon = [datetime](get-date).AddDays(- $ThresholdDays)
+$Global:LastLogon = [datetime](get-date).AddDays(- $ThresholdDays)
 
 $Date=("{0:s}" -f (get-date)).Split("T")[0] -replace "-", ""
 $Time=("{0:s}" -f (get-date)).Split("T")[1] -replace ":", ""
 
-$date2=("{0:s}" -f ($global:lastLogon)).Split("T")[0] -replace "-", ""
+$LastLogin = ("{0:s}" -f ($LastLogon)).Split("T")[0] -replace "-", ""
 
-$workSheetName = "AADDevicesOlderthen-" + $date2
+$WorkSheetName = "AADDevicesOlderthan-" + $LastLogin
 
 
 if ($Verify){
-    Write-Host "Verifing stale devices older than"$global:lastLogon -ForegroundColor Yellow
-    $filerep = "AzureADDevicesList_" + $Date + $Time + ".xlsx"  
-    $rep=Get-MsolDevice -all -ReturnRegisteredOwners -LogonTimeBefore $global:lastLogon | select Enabled, ObjectId, DeviceId, DisplayName, DeviceOsType, DeviceOsVersion, DeviceTrustType, DeviceTrustLevel, ApproximateLastLogonTimestamp, DirSyncEnabled, LastDirSyncTime, @{Name=’Registeredowners’;Expression={[string]::join(“;”, ($_.Registeredowners))}}
-    $rep | Export-Excel -workSheetName $workSheetName -path $filerep -ClearSheet -TableName "AADDevicesTable" -AutoSize
-    $global:AffectedDevices = $rep.Count
+    Write-Host "Verifing stale devices older than"$Global:LastLogon -ForegroundColor Yellow
+    $FileReport = "AzureADDevicesList_" + $Date + $Time + ".xlsx"
+    $DeviceReport = Get-MgDevice -All:$true | Where {($_.ApproximateLastSignInDateTime -le $Global:LastLogon) -and ($_.ApproximateLastSignInDateTime -ne $Null)} | Select-Object -Property DisplayName, AccountEnabled, DeviceId, OperatingSystem, OperatingSystemVersion, TrustType, ApproximateLastSignInDateTime
+    $DeviceReport | Export-Excel -workSheetName $WorkSheetName -path $FileReport -ClearSheet -TableName "AADDevicesTable" -AutoSize
+    $Global:AffectedDevices = $DeviceReport.Count
     Write-Host "Verification Completed." -ForegroundColor Green -BackgroundColor Black
 }elseif ($VerifyDisabledDevices){
-    Write-Host "Verifing stale disabled devices older than"$global:lastLogon -ForegroundColor Yellow
-    $filerep = "DisabledDevices_" + $Date + $Time + ".xlsx"  
-    $rep=Get-MsolDevice -all -ReturnRegisteredOwners -LogonTimeBefore $global:lastLogon | where{$_.Enabled -eq $false} | select Enabled, ObjectId, DeviceId, DisplayName, DeviceOsType, DeviceOsVersion, DeviceTrustType, DeviceTrustLevel, ApproximateLastLogonTimestamp, DirSyncEnabled, LastDirSyncTime, @{Name=’Registeredowners’;Expression={[string]::join(“;”, ($_.Registeredowners))}} 
-    $rep | Export-Excel -workSheetName $workSheetName -path $filerep -ClearSheet -TableName "AADDevicesTable" -AutoSize
-    $global:AffectedDevices = $rep.Count
+    Write-Host "Verifing stale disabled devices older than"$Global:LastLogon -ForegroundColor Yellow
+    $FileReport = "DisabledDevices_" + $Date + $Time + ".xlsx"  
+    $DeviceReport = Get-MgDevice -All:$true | Where {($_.ApproximateLastSignInDateTime -le $Global:LastLogon) -and ($_.ApproximateLastSignInDateTime -ne $Null) -and ($_.AccountEnabled -eq $false)} | Select-Object -Property DisplayName, AccountEnabled, DeviceId, OperatingSystem, OperatingSystemVersion, TrustType, ApproximateLastSignInDateTime
+    $DeviceReport | Export-Excel -workSheetName $WorkSheetName -path $FileReport -ClearSheet -TableName "AADDevicesTable" -AutoSize
+    $Global:AffectedDevices = $DeviceReport.Count
     Write-Host "Task Completed Successfully." -ForegroundColor Green -BackgroundColor Black
 }elseif ($DisableDevices){
-    Write-Host "Disabling stale devices older than"$global:lastLogon -ForegroundColor Yellow
-    $filerep = "DisabledDevices_" + $Date + $Time + ".xlsx"  
-    $rep=Get-MsolDevice -all -ReturnRegisteredOwners -LogonTimeBefore $global:lastLogon | where{$_.Enabled -eq $true} | select ObjectId, DeviceId, DisplayName, DeviceOsType, DeviceOsVersion, DeviceTrustType, DeviceTrustLevel, ApproximateLastLogonTimestamp, DirSyncEnabled, LastDirSyncTime, @{Name=’Registeredowners’;Expression={[string]::join(“;”, ($_.Registeredowners))}} 
-    $rep | Disable-MsolDevice -Force
-    $rep | Export-Excel -workSheetName $workSheetName -path $filerep -ClearSheet -TableName "AADDevicesTable" -AutoSize
-    $global:AffectedDevices = $rep.Count
+    Write-Host "Disabling stale devices older than"$Global:LastLogon -ForegroundColor Yellow
+    $FileReport = "DisabledDevices_" + $Date + $Time + ".xlsx"
+    $DeviceReport = Get-AzureADDevice -All:$true | Where {($_.ApproximateLastSignInDateTime -le $Global:LastLogon) -and ($_.ApproximateLastSignInDateTime -ne $Null) -and ($_.AccountEnabled -eq $true)} | Select-Object -Property DisplayName, AccountEnabled, DeviceId, OperatingSystem, OperatingSystemVersion, TrustType, ApproximateLastSignInDateTime
+    foreach ($Device in $DeviceReport) {
+    Update-MgDevice -DeviceId $Device.Id -AccountEnabled:$false
+    }
+    $DeviceReport | Export-Excel -workSheetName $WorkSheetName -path $FileReport -ClearSheet -TableName "AADDevicesTable" -AutoSize
+    $Global:AffectedDevices = $DeviceReport.Count
     Write-Host "Task Completed Successfully." -ForegroundColor Green -BackgroundColor Black
 }elseif ($CleanDisabledDevices){
-    Write-Host "Cleaning STALE DISABLED devices older than"$global:lastLogon -ForegroundColor Yellow
-    $filerep = "CleanedDevices_" + $Date + $Time + ".xlsx"  
-    $rep=Get-MsolDevice -all -ReturnRegisteredOwners -LogonTimeBefore $global:lastLogon | where{$_.Enabled -eq $false} | select ObjectId, DeviceId, DisplayName, DeviceOsType, DeviceOsVersion, DeviceTrustType, DeviceTrustLevel, ApproximateLastLogonTimestamp, DirSyncEnabled, LastDirSyncTime, @{Name=’Registeredowners’;Expression={[string]::join(“;”, ($_.Registeredowners))}} 
-    $rep | Remove-MsolDevice -Force
-    $rep | Export-Excel -workSheetName $workSheetName -path $filerep -ClearSheet -TableName "AADDevicesTable" -AutoSize
-    $global:AffectedDevices = $rep.Count
+    Write-Host "Cleaning STALE DISABLED devices older than"$Global:LastLogon -ForegroundColor Yellow
+    $FileReport = "CleanedDevices_" + $Date + $Time + ".xlsx"  
+    $DeviceReport = Get-MgDevice -All:$true | Where {($_.ApproximateLastSignInDateTime -le $Global:LastLogon) -and ($_.ApproximateLastSignInDateTime -ne $Null) -and ($_.AccountEnabled -eq $false)} | Select-Object -Property DisplayName, AccountEnabled, DeviceId, OperatingSystem, OperatingSystemVersion, TrustType, ApproximateLastSignInDateTime
+    foreach ($Device in $DeviceReport) {
+    Remove-MgDevice -DeviceId $Device.Id
+    }
+    $DeviceReport | Export-Excel -workSheetName $WorkSheetName -path $FileReport -ClearSheet -TableName "AADDevicesTable" -AutoSize
+    $Global:AffectedDevices = $DeviceReport.Count
     Write-Host "Task Completed Successfully." -ForegroundColor Green -BackgroundColor Black
 
 }elseif ($CleanDevices){
-    Write-Host "Cleaning STALE devices older than"$global:lastLogon -ForegroundColor Yellow
-    $filerep = "CleanedDevices_" + $Date + $Time + ".xlsx"  
-    $rep=Get-MsolDevice -all -ReturnRegisteredOwners -LogonTimeBefore $global:lastLogon | select ObjectId, DeviceId, DisplayName, DeviceOsType, DeviceOsVersion, DeviceTrustType, DeviceTrustLevel, ApproximateLastLogonTimestamp, DirSyncEnabled, LastDirSyncTime, @{Name=’Registeredowners’;Expression={[string]::join(“;”, ($_.Registeredowners))}} 
-    $rep | Remove-MsolDevice -Force
-    $rep | Export-Excel -workSheetName $workSheetName -path $filerep -ClearSheet -TableName "AADDevicesTable" -AutoSize
-    $global:AffectedDevices = $rep.Count
+    Write-Host "Cleaning STALE devices older than"$Global:LastLogon -ForegroundColor Yellow 
+    $FileReport = "CleanedDevices_" + $Date + $Time + ".xlsx"
+    $DeviceReport = Get-MgDevice -All:$true | Where {($_.ApproximateLastSignInDateTime -le $Global:LastLogon) -and ($_.ApproximateLastSignInDateTime -ne $Null)} | Select-Object -Property DisplayName, AccountEnabled, DeviceId, OperatingSystem, OperatingSystemVersion, TrustType, ApproximateLastSignInDateTime
+    foreach ($Device in $DeviceReport) {
+    Remove-MgDevice -DeviceId $Device.Id
+    }
+    $DeviceReport | Export-Excel -workSheetName $WorkSheetName -path $FileReport -ClearSheet -TableName "AADDevicesTable" -AutoSize
+    $Global:AffectedDevices = $DeviceReport.Count
     Write-Host "Task Completed Successfully." -ForegroundColor Green -BackgroundColor Black
 }else{
-    Write-Host "Operation aborted. You have not select any parameter, please make sure to select any of the following parameters:" -ForegroundColor red -BackgroundColor Black
+    Write-Host "Operation aborted. You have not select any parameter, please make sure to select any of the following parameters:" -ForegroundColor Red
 
     Write-Host "
 Verify
@@ -373,7 +355,7 @@ Removed the stale devices as per the configured threshold.
 
 
 if ($OnScreenReport) {
-    $rep | Out-GridView -Title "Hybrid Devices Health Check Report"
+    $DeviceReport | Out-GridView -Title "Hybrid Devices Health Check Report"
 }
 
 
@@ -382,9 +364,9 @@ if ($OnScreenReport) {
 Write-Host "==================================="
 Write-Host "|Azure AD Devices Cleanup Summary:|"
 Write-Host "==================================="
-Write-Host "Number of affected devices:" $global:AffectedDevices
-Write-Host "Last Login verified:" $global:lastLogon
+Write-Host "Number of affected devices:" $Global:AffectedDevices
+Write-Host "Last Login verified:" $Global:LastLogon
+''
+$Loc = Get-Location
+Write-host $FileReport "report has been created on the path:" $Loc -ForegroundColor Green -BackgroundColor Black
 ''
-$loc=Get-Location
-Write-host $filerep "report has been created on the path:" $loc -ForegroundColor green -BackgroundColor Black
-''
\ No newline at end of file
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diff --git a/PS1.png b/PS1.png
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diff --git a/PS2.png b/PS2.png
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diff --git a/README.md b/README.md
index 654240f..00c8969 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@ AzureADDeviceCleanup PowerShell script helps to manage the stale devices in Azur
   - Verifies the stale disabled devices as per the entered threshold days.
   - Cleans the stale devices from Azure AD as per the entered threshold days.
   - Cleans the stale disabled devices only from Azure AD as per the entered threshold days
-  - Checks if ‘MSOnline‘ module is installed and updated. If not, it takes case of this.
+  - Checks if ‘AzureAd‘ module is installed and updated. If not, it takes case of this.
   - Checks if ‘ImportExcel‘ module is installed. If not, it installs and imports it.
   
 
@@ -56,10 +56,11 @@ Using AzureADDeviceCleanup PowerShell script, you can automate Azure AD devices
 
 - Execute the PowerShell: 
 
-![PS output](https://github.com/mzmaili/AzureADDeviceCleanup/blob/master/PS.PNG)
+![PS output](https://github.com/Sumanjit092/AzureADDeviceCleanup/blob/master/PS1.png)
+![PS output](https://github.com/Sumanjit092/AzureADDeviceCleanup/blob/master/PS2.png)
 
 - Excel output: 
-![CSVReport](https://github.com/mzmaili/AzureADDeviceCleanup/blob/master/Untitled.png)
+![CSVReport](https://github.com/Sumanjit092/AzureADDeviceCleanup/blob/master/Outfile.png)
 
 
 ```azurepowershell
@@ -75,7 +76,7 @@ Using AzureADDeviceCleanup PowerShell script, you can automate Azure AD devices
 .PARAMETER 
     ThresholdDays 
     Specifies the period of the last login. 
-    Note: The default value is 90 days if this parameter is not configured. 
+    Note: The default value is 180 days if this parameter is not configured. 
  
 .PARAMETER 
     Verify 
@@ -116,7 +117,7 @@ Using AzureADDeviceCleanup PowerShell script, you can automate Azure AD devices
  
 .EXAMPLE 
     .\AzureADDeviceCleanup.ps1 -Verify 
-    Verifies the stale devices since 90 says that will be deleted when running the PowerShell with 'CleanDevices' parameter. 
+    Verifies the stale devices since 180 says that will be deleted when running the PowerShell with 'CleanDevices' parameter. 
  
 .EXAMPLE 
     .\AzureADDeviceCleanup.ps1 -Verify -ThresholdDays <Number of Days> 
diff --git a/Untitled.png b/Untitled.png
deleted file mode 100644
index 4a769de..0000000
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