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Data & Analytics

Data Classifier

Classify data entries into predefined categories with confidence scores.

Workflow Structure
How this template processes data
  1. 1Input: Data entry and category list
  2. 2Analyze content features
  3. 3Match to categories
  4. 4Return classification with confidence
Prompt Examples
Copy-paste ready prompts for this workflow

classify

Classify this item into one of these categories: {{categories}}

Item: {{item_text}}

Return:
- Primary category
- Confidence (0-100%)
- Secondary category (if applicable)
- Reasoning
LLM Recommendations
Best for Quality
GPT-4o
Best for Speed
GPT-4o mini
Best for Cost
DeepSeek V3
Cost Estimate
per item
$0.001-0.003
monthly 50000 items
$50-150
Common Error Patterns
Issues to watch for and handle
  • Ambiguous items
  • New category detection
Monitoring with Administrate
  • Track classification accuracy
  • Monitor confidence distribution
Use Cases
  • Data organization
  • Tagging automation
  • Content categorization