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Fact Check Workflow Analyzer — Category Frequencies & Numeric Row Ordering
x402
Fact Check Workflow Analyzer — Category Frequencies & Numeric Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).
Computes category frequency counts and numeric row ordering for up to 200 fact-check workflow records across claims_reviewed and references_collected fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Fact check workflow — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering for supplied fact check workflow records (claims_reviewed, references_collected). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent analytical reports: (1) a category frequency table showing how many rows fall into each channel_group value, and (2) a numerically ordered ranking of all submitted rows by the selected field (claims_reviewed or references_collected). Both reports are computed locally on the supplied data with no external lookups.
Example use cases
Channel group frequency audit
“I've got 150 fact-check records from our newsroom — each has a channel_group, date, claims_reviewed, and references_collected. Can you tell me how often each channel group appears in the dataset and rank all the rows by claims_reviewed so I know which entries had the most claims?”
References workload ranking
“Here are 80 rows from our fact-checking pipeline with row_id, channel_group, date, claims_reviewed, and references_collected. Run the category frequency report on channel_group and order the rows numerically by references_collected so we can see who's collecting the most references.”
Editorial workflow summary
“I need a quick summary of our editorial fact-check workflow data — about 60 records with channel_group and date. Give me frequency counts for each channel_group and sort all rows by claims_reviewed so I can prioritize review.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-18-100?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have structured fact-check workflow records and need both a category frequency breakdown by channel group and a numerically ordered ranking of rows by a numeric field in a single low-cost call. Ideal for journalism analytics, editorial dashboards, or QA pipelines processing up to 200 records at $0.01 per call without needing live lookups or external data.
Side effects
- Fewer than 1 row or more than 200 rows submitted — request rejected
- Missing required fields (row_id, channel_group, date, claims_reviewed, references_collected) on any row
- Date field not in YYYY-MM-DD format — validation error
- Invalid field selector (must be claims_reviewed or references_collected)
- All numeric values null — ordering report may be empty or undefined
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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