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Fact Check Workflow — String Normalisation + Daily Sum Series
x402
Fact Check Workflow — String Normalisation + Daily Sum Series 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).
Runs two local analytical reports on fact-check workflow data: string normalisation of channel groups and a daily sum time series for claims_reviewed or references_collected, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Fact check workflow — String normalisation + Daily sum series: String normalisation + Daily sum series 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
Two analytical reports: (1) a string normalisation report standardising the channel_group field values, and (2) a daily sum time series aggregating the selected numeric field (claims_reviewed or references_collected) by date — both derived from the supplied rows without any external lookups.
Example use cases
Daily claims reviewed trend report
“Here are 150 rows of our fact-checking workflow records with dates and channel groups — please normalize the channel group strings and give me a daily sum series for claims_reviewed so I can see how our verification volume changed day by day.”
References collected aggregation by date
“I've got fact-check workflow data across two channel groups over the past month — run the string normalization and daily sum series reports on references_collected so I can see daily totals across the dataset.”
Multi-channel fact-check data cleanup
“Our editorial team has 80 rows of fact-check records with inconsistent channel group labels — can you normalize those strings and also compute the daily sum series for claims_reviewed to help us spot any gaps in coverage?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-18-027?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both string normalization of categorical labels and a daily sum time series in a single low-cost call ($0.01 USDC) on structured fact-check workflow data up to 200 rows, without requiring any external data lookups, live APIs, or professional assessments.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, channel_group, date, claims_reviewed, references_collected) causes rejection
- Invalid date format (non-YYYY-MM-DD) triggers schema validation failure
- Null values in numeric fields may be excluded from daily sum calculations
- Values outside the allowed numeric range cause input rejection
- Payment failure (insufficient USDC) blocks the request
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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