Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
windows_tools
missing_linux_example
Summary
The documentation page predominantly lists Azure and Microsoft-centric data sources and schemas, with a strong emphasis on Windows-native tools (e.g., IIS Logs, OfficeActivity, Azure Key Vault). While Linux Syslog is mentioned, it appears as a single entry among many Windows/Office/Azure sources, and there are no Linux-specific schema references beyond Syslog. Windows tools and schemas are listed first and in greater detail, with no parity for Linux equivalents (e.g., no mention of Linux audit logs, journald, or other host logs). Examples and references for Linux are minimal, and there is no guidance or links for Linux-specific log integration beyond Syslog.
Recommendations
  • Add more Linux-specific data source schema references, such as auditd, journald, or other common Linux host logs.
  • Provide parity in documentation for Linux tools and patterns, including example integrations and schema references.
  • Ensure Linux examples are given equal prominence and detail as Windows/Azure/Office sources.
  • Include links to Linux log documentation and integration guides, not just Syslog.
  • Consider adding a section or table dedicated to Linux host and network log schemas to balance the Windows/Azure focus.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean