📊 Spot workplace discrimination patterns with AI
⚡ 4,824 views · 📊 Market Research & Insights
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Description
Spot Workplace Discrimination Patterns with AI.png
How It Works:
• Scrapes company review data from Glassdoor using ScrapingBee. • Extracts demographic-based ratings using AI-powered text analysis. • Calculates workplace disparities with statistical measures like z-scores, effect sizes, and p-values. • Generates visualizations (scatter plots, bar charts) to highlight patterns of discrimination or bias.
Example Visualizations:
twilio_effect_size.pngtwilio_scatter_plot.png
Set Up Steps:
Estimated time: ~20 minutes. • Replace ScrapingBee and OpenAI credentials with your own. • Input the company name you want to analyze (best results with large U.S.-based organizations). • Run the workflow and review the AI-generated insights and visual reports.
This workflow empowers users to identify potential workplace discrimination trends, helping advocate for greater equity and accountability.
Additional Credit: Wes Medford
For algorithms and inspiration
🔗 Nodes Used
HTTP Request, QuickChart, Basic LLM Chain, OpenAI Chat Model, Information Extractor
📥 Import
Download workflow.json and import into n8n:
Workflow menu → Import from File