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
missing_linux_example
Summary
The documentation references a tutorial that is explicitly titled 'Tutorial: transform data (Spark Powershell)', which suggests a Windows/Powershell-centric approach for introductory learning. No Linux or cross-platform command-line examples are provided, nor is there mention of Linux tools or shell usage. The main content focuses on UI-based configuration and JSON syntax, which is platform-neutral, but the onboarding path is Windows-first.
Recommendations
  • Provide equivalent Linux/macOS onboarding tutorials, such as using Bash or CLI for Spark/Hive activities.
  • Reference cross-platform command-line tools (e.g., Azure CLI, Bash scripts) alongside Powershell.
  • Clarify that the pipeline and Hive activity configuration is platform-agnostic, and link to Linux/macOS-specific guides where available.
  • Avoid referencing Windows/Powershell tutorials as the sole prerequisite; offer alternatives for non-Windows users.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets