Document Details
Normalization Schema Audit
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_examples
windows_terms
Summary
The documentation demonstrates mild Windows bias. Windows terminology (e.g., domain\hostname format, 'Windows' username type, Windows 10 as OS example, svchost.exe as application example) is used preferentially or exclusively in examples and field descriptions. Examples of hostnames and usernames are Windows-centric, and the documentation explains support for Windows-specific formats before mentioning generic or Linux equivalents. No explicit Linux or Unix examples (e.g., Linux hostnames, usernames, processes) are provided.
Recommendations
- Add Linux/Unix-specific examples alongside Windows ones, such as Linux hostnames (e.g., 'webserver1'), Linux usernames (e.g., 'alice'), and Linux process paths (e.g., '/usr/bin/nginx').
- Clarify that fields such as FQDN, Hostname, and Username support Linux/Unix formats and provide examples.
- Mention Linux/Unix OS types in OS-related fields (e.g., 'Ubuntu 22.04', 'Red Hat Enterprise Linux 9') in addition to Windows.
- Balance application examples by including Linux/Unix processes (e.g., 'sshd', '/usr/sbin/cron') as well as Windows executables.
- Explicitly state cross-platform compatibility in relevant sections to reassure non-Windows users.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
 Clean
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Biased
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|