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(Azure CXP) Technical Doc Edit
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articles/active-directory/reports-monitoring/reference-powershell-reporting.md

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> [!NOTE]
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> These Powershell cmdlets currently only work with the [Azure AD Preview](https://docs.microsoft.com/powershell/module/azuread/?view=azureadps-2.0-preview#directory_auditing) Module. Please note that the preview module is not suggested for production use.
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To install the public preview release, use the following.
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```powershell
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Install-module AzureADPreview
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```
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For more infromation on how to connect to Azure AD using powershell , please see the article [Azure AD Powershell for Graph](https://docs.microsoft.com/powershell/azure/active-directory/install-adv2?view=azureadps-2.0).
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With Azure Active Directory (Azure AD) reports, you can get details on activities around all the write operations in your direction (audit logs) and authentication data (sign-in logs). Although the information is available by using the MS Graph API, now you can retrieve the same data by using the Azure AD PowerShell cmdlets for reporting.
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This article gives you an overview of the PowerShell cmdlets to use for audit logs and sign-in logs.

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