Document Details
Hdinsight Sales Insights Etl
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
missing_linux_example
Summary
The documentation page demonstrates Windows bias in several ways: PowerShell is presented as the primary or only CLI method for triggering Azure Data Factory pipelines, with no equivalent Bash or Linux-native example. Power BI Desktop, a Windows-only tool, is the sole visualization option discussed, and Windows authentication patterns (username/password) are assumed. The use of Azure Storage Explorer (primarily Windows) is mentioned for verification, and the documentation refers to Windows tools and workflows before Linux alternatives, if at all.
Recommendations
- Provide Bash/Azure CLI examples for triggering Data Factory pipelines, not just PowerShell.
- Mention and demonstrate visualization options available on Linux/macOS, such as Power BI web, Apache Superset, or Jupyter Notebook.
- Include instructions for using cross-platform tools (e.g., azcopy, web portal) for verification instead of or alongside Azure Storage Explorer.
- Clarify authentication steps for Linux SSH clients and avoid assuming Windows username/password patterns.
- Ensure that Linux/macOS users are given equal consideration in all workflow steps, with explicit examples and tool recommendations.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
 Clean
|
| 2026-01-09 00:34 | #234 | completed |
Clean
|
| 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 |
Biased
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|