Document Details
Privacy Data Collection And Reporting
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_tools
windows_first
Summary
The documentation page is generally cross-platform and references Azure Arc-enabled data services, which run on Kubernetes and are managed via Azure CLI and Azure Data Studio (both cross-platform). However, there is evidence of Windows bias in the 'Arc-enabled SQL Server' billing data JSON example, where 'osType' is set to 'Windows', 'manufacturer' is 'Microsoft', and 'model' is 'Hyper-V'. There are no explicit Linux/macOS examples or references to Linux-specific environments, and the only OS-specific example is Windows. Additionally, SQL Server is a product historically associated with Windows, and no parity is shown for Linux deployments or examples, even though SQL Server is available on Linux. The order of presentation also puts Windows-centric examples first.
Recommendations
- Add explicit Linux/macOS examples in the billing data section, e.g., show 'osType': 'Linux', 'manufacturer': 'Dell', 'model': 'PowerEdge', etc.
- Clarify that SQL Server can run on Linux and provide example JSON payloads for Linux-based deployments.
- Where OS-specific properties are shown, provide a table or section describing possible values for both Windows and Linux environments.
- Ensure that any references to tools (Azure CLI, Azure Data Studio) highlight their cross-platform nature and provide links to installation instructions for Linux/macOS.
- If PowerShell or Windows tools are referenced elsewhere, add Bash or Linux shell equivalents.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-03-10 00:00 | #475 | in_progress |
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| 2026-03-09 00:00 | #471 | in_progress |
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| 2026-03-08 00:00 | #467 | in_progress |
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| 2026-03-07 00:00 | #463 | in_progress |
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| 2026-03-06 00:00 | #459 | in_progress |
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| 2026-03-05 00:00 | #455 | in_progress |
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| 2026-03-04 00:00 | #451 | in_progress |
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| 2026-03-03 00:00 | #447 | in_progress |
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| 2026-03-02 00:00 | #443 | in_progress |
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| 2026-03-01 00:00 | #439 | in_progress |
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| 2026-02-28 00:00 | #435 | in_progress |
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| 2026-02-27 00:00 | #431 | in_progress |
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| 2026-02-26 00:00 | #427 | in_progress |
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| 2026-02-25 00:00 | #423 | in_progress |
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| 2026-02-23 00:00 | #415 | in_progress |
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| 2026-02-22 00:00 | #411 | in_progress |
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| 2026-02-21 00:00 | #407 | in_progress |
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| 2026-02-20 00:00 | #403 | in_progress |
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| 2026-02-19 00:00 | #399 | in_progress |
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| 2026-02-18 00:00 | #395 | in_progress |
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| 2026-02-17 00:00 | #391 | in_progress |
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| 2026-02-16 00:00 | #387 | in_progress |
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| 2026-02-15 00:00 | #383 | in_progress |
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| 2026-02-14 00:00 | #379 | in_progress |
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| 2026-02-13 00:00 | #375 | in_progress |
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| 2026-02-12 00:00 | #371 | in_progress |
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| 2026-02-11 00:00 | #367 | in_progress |
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| 2026-02-10 00:00 | #363 | completed |
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| 2026-02-09 00:00 | #359 | completed |
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| 2026-02-08 00:00 | #355 | completed |
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| 2026-01-14 00:00 | #251 | completed |
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| 2026-01-13 00:00 | #247 | completed |
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| 2026-01-11 00:00 | #241 | completed |
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| 2026-01-10 00:00 | #238 | completed |
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| 2026-01-09 00:34 | #235 | completed |
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| 2026-01-08 00:53 | #232 | completed |
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