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
powershell_heavy
missing_linux_example
Summary
The documentation for Microsoft Sentinel data connectors demonstrates a Windows bias in several ways: Windows-specific tools and patterns (such as Azure Monitor Agent on Windows, Windows Event logs, and references to Windows agents) are frequently mentioned, often without equivalent Linux examples or guidance. Windows event collection (e.g., SecurityEvent, WindowsEvent, Event, W3CIISLog) is described in detail, while Linux log collection is mostly limited to Syslog, with less emphasis and fewer examples. Powershell and Windows-centric deployment instructions are referenced in prerequisites and links. In many cases, Linux alternatives are not mentioned or are presented after Windows options.
Recommendations
  • For every Windows-specific connector or example (e.g., Windows Event logs, IIS logs, Windows DNS, Windows Firewall), provide equivalent Linux-focused examples (e.g., Syslog, auditd, Linux firewall logs, BIND DNS logs).
  • When describing agent installation or prerequisites, include Linux-specific instructions and command-line examples (e.g., bash, systemctl) alongside Windows/Powershell.
  • Avoid presenting Windows options first by default; instead, structure documentation to present both Windows and Linux options in parallel, or clarify cross-platform applicability.
  • Expand the list of supported log types and connectors for Linux systems, and document them with equal detail and prominence.
  • Where Windows tools or patterns are referenced (e.g., Windows Event Forwarding, Windows agent), mention Linux equivalents (e.g., rsyslog, journald, auditd) and provide setup guidance.
  • Audit all connector documentation for assumptions of a Windows environment and revise to ensure Linux users are equally supported.
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Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Biased Biased
2026-01-15 00:00 #254 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
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 Clean Clean
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-21 00:00 #56 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-17 00:00 #53 completed Clean Clean
2025-07-16 00:00 #52 completed Clean Clean
2025-07-15 00:00 #51 completed Clean Clean
2025-07-14 21:48 #50 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased