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

Bias Types:
⚠️ windows_first
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The tutorial exhibits a mild Windows bias by exclusively referencing Microsoft Excel and Notepad for data preparation and preview, and by describing UI steps using Windows-centric terminology (e.g., 'File > Save As...', 'Text (Tab delimited)(*.txt)'). There are no Linux or cross-platform alternatives mentioned for converting Excel files or viewing text files. The recommended development environment is Visual Studio Code, which is cross-platform, but no explicit Linux instructions or screenshots are provided. No PowerShell or Windows command-line tools are used, but the data preparation workflow assumes access to Microsoft Office tools, which are less common on Linux.
Recommendations:
  • Include instructions or alternatives for Linux users to convert Excel files to tab-delimited text, such as using LibreOffice Calc or command-line tools like csvkit or ssconvert.
  • Mention cross-platform text editors (e.g., VS Code, Sublime Text, nano) instead of only Notepad for viewing/editing text files.
  • Clarify that Visual Studio Code is available on Windows, Linux, and macOS, and provide links or notes for Linux installation.
  • Where UI steps are described (e.g., 'File > Save As...'), add notes for equivalent steps in LibreOffice or Google Sheets.
  • Add a section or callout box summarizing Linux/macOS-specific setup steps, if any, to ensure parity.
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Scan History

Date Scan ID Status Bias Status
2025-09-12 00:00 #109 completed ✅ Clean
2025-08-12 00:00 #78 in_progress ✅ Clean
2025-08-11 00:00 #77 completed ✅ Clean
2025-08-10 00:00 #76 completed ✅ Clean
2025-08-09 00:00 #75 completed ❌ Biased
2025-08-08 00:00 #74 completed ✅ Clean
2025-08-07 00:00 #73 completed ❌ Biased
2025-08-06 00:00 #72 completed ❌ Biased
2025-08-05 00:00 #71 completed ✅ Clean
2025-08-04 00:00 #70 in_progress ✅ Clean
2025-08-03 00:00 #69 completed ✅ Clean
2025-08-02 00:00 #68 in_progress ✅ Clean
2025-08-01 00:00 #67 completed ✅ Clean
2025-07-31 00:00 #66 completed ✅ Clean
2025-07-30 00:00 #65 completed ✅ Clean
2025-07-29 00:01 #64 completed ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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