json-data-analysis

name	json-data-analysis
description	Patterns for analyzing and outputting structured JSON answers from enterprise data queries.

JSON Data Analysis and Output

Output Format

When answering questions from enterprise data, use this standard format:

{
  "q1": {"answer": ["item1", "item2"], "tokens": 123},
  "q2": {"answer": ["item1"], "tokens": 456}
}

Key Rules

• Every answer is a list, even single items
• Token counts are numeric values (not strings)
• Employee IDs are strings like "eid_abc123"
• URLs are full strings including protocol

Python Verification

import json
with open('answer.json') as f:
    data = json.load(f)
for k, v in data.items():
    assert isinstance(v['answer'], list)
    assert isinstance(v['tokens'], (int, float))