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
powershell_heavy
windows_tools
windows_first
Summary
The documentation page demonstrates a mild Windows bias. PowerShell is mentioned as a primary monitoring and management tool, and is listed before other automation options (API, Azure Monitor logs, portal). The related content section highlights PowerShell as a quickstart option, and there is no explicit mention of Linux-specific tools or CLI examples (e.g., Bash, Azure CLI) for managing Azure Data Factory. Windows-centric tools and patterns are referenced more prominently than Linux equivalents.
Recommendations
  • Add Azure CLI and Bash script examples alongside PowerShell for common tasks such as pipeline creation, monitoring, and management.
  • Explicitly mention cross-platform options for automation and management (e.g., Azure CLI, REST API) in relevant sections.
  • In the monitoring section, list Azure CLI and REST API before or alongside PowerShell to avoid Windows-first ordering.
  • Include references to Linux-compatible tools and workflows in the related content section, such as quickstart guides for Azure CLI and Bash.
  • Ensure that examples and instructions are platform-neutral or provide parity between Windows and Linux environments.
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Scan History

Date Scan Status Result
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 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased