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_tools
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a subtle Windows bias by recommending Excel for data analysis after download, without mentioning Linux-friendly alternatives. There are no explicit command-line examples (PowerShell, Bash, etc.), but the only tool suggested for post-processing is Excel, which is primarily a Windows application. No Linux or cross-platform tools (such as LibreOffice Calc, csvkit, or pandas) are mentioned for analyzing the downloaded CSV data.
Recommendations:
  • When suggesting tools for data analysis, include cross-platform or Linux-friendly options such as LibreOffice Calc, csvkit, or pandas, alongside Excel.
  • If providing examples of how to process or analyze the downloaded CSV data, include both Windows (Excel) and Linux (command-line tools, Python scripts) workflows.
  • Explicitly state that the CSV output can be used with a variety of spreadsheet and data analysis tools available on all major operating systems.
  • Consider adding a section or note on how to automate or script the download and processing of cost data using Bash, Python, or other cross-platform tools.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

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