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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a mild Windows bias. While it primarily uses the Azure CLI (which is cross-platform), several sections and tips are written with a Windows-first perspective. Cloud Shell (which is Linux-based) is referenced, but there is a notable lack of explicit Linux or macOS terminal examples. PowerShell is mentioned as an alternative, but Bash/Linux-specific guidance is minimal and often only appears as a note about escaping characters. There are no Linux-specific screenshots or step-by-step instructions for Linux/macOS users, and file upload instructions are written generically, not tailored for Linux environments.
Recommendations
  • Add explicit Linux/macOS terminal examples and screenshots alongside or before Windows/Cloud Shell examples.
  • Provide clear instructions for downloading and managing files on Linux/macOS (e.g., using wget/curl, cp, mv, etc.), not just via browser or Cloud Shell upload.
  • Include Bash-specific command-line nuances and troubleshooting tips, not just notes about escaping characters.
  • Where PowerShell is mentioned, provide equivalent Bash/Linux shell commands and highlight any differences in behavior.
  • Clarify when Cloud Shell is Linux-based and how that affects command syntax, file paths, and environment variables.
  • Add a section or callout for Linux/macOS users in the prerequisites and setup steps, ensuring parity with Windows instructions.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean

Flagged Code Snippets

    You can query based on relationships in your graph, to get information about how twins are connected or to restrict your query to a certain area. This query also illustrates that a twin's ID (like floor0 in the previous query) is queried using the metadata field `$dtId`. Only room0 is on floor0, so it's the only room in the result for this query.

    :::image type="content" source="media/tutorial-command-line/cli/output-query-relationship.png" alt-text="Screenshot of Cloud Shell showing result of relationship query, which includes room0." lightbox="media/tutorial-command-line/cli/output-query-relationship.png":::

    > [!NOTE]
    >When using Cloud Shell to run a query with metadata fields like this one that begin with `$`, you should escape the `$` with a backslash to let Cloud Shell know it's not a variable and should be consumed as a literal in the query text. The escaped metadata field is reflected in the previous screenshot.

1. What are all the twins in my environment with a temperature above 75? (query by property)