Document Details
Transform Data
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
Summary
The documentation is generally cross-platform and references both Windows and Linux environments for HDInsight clusters and transformation activities. However, the only linked tutorial at the end is specifically for Spark transformation using PowerShell, which is Windows-centric. There is a slight tendency to mention Windows in cluster descriptions ("Windows/Linux-based HDInsight cluster") with Windows listed first. No Linux/macOS-specific examples or CLI alternatives are provided in the main page.
Recommendations
- Add tutorials or example links for transforming data using Bash, Azure CLI, or other cross-platform tools alongside PowerShell.
- When referencing environments, alternate or randomize the order of 'Windows/Linux' to avoid subtle prioritization.
- Ensure that for every PowerShell-based example or tutorial, a Linux/macOS-friendly alternative (e.g., Bash, Azure CLI, Python SDK) is provided or linked.
- Explicitly mention platform parity where applicable, reassuring users that all features are available on Linux/macOS unless otherwise noted.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-27 00:00 | #306 | completed |
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| 2026-01-14 00:00 | #250 | in_progress |
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| 2026-01-13 00:00 | #246 | completed |
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| 2026-01-11 00:00 | #240 | completed |
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
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| 2026-01-08 00:53 | #231 | completed |
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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