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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 demonstrates a Windows bias by exclusively referencing Excel for data preparation and calculation, and by mentioning Power BI (a Windows-centric tool) as the primary alternative for automated reporting. No Linux/macOS spreadsheet applications (such as LibreOffice Calc, Numbers, or Google Sheets) are mentioned, nor are any cross-platform command-line or scripting approaches (e.g., Python, pandas, awk) provided. All screenshots and instructions are tailored to Excel, which is most commonly used on Windows.
Recommendations
- Include explicit instructions and screenshots for at least one cross-platform spreadsheet application (e.g., LibreOffice Calc, Google Sheets, or Apple Numbers).
- Add a section describing how to perform the calculations using command-line tools (e.g., Python, pandas, awk, csvkit) for users who prefer scripting or do not have access to Excel.
- Mention Power BI alternatives or clarify if the Power BI app is accessible on non-Windows platforms.
- Reorder or generalize instructions to avoid assuming Excel is the default tool, and use neutral language (e.g., 'Open the CSV file in your preferred spreadsheet application').
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-17 00:00 | #262 | completed |
Biased
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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 |
Biased
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