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Source Attribution Data Quality Suite — Record Audit, Deduplication & Base-100 Series
x402
Source Attribution Data Quality Suite — Record Audit, Deduplication & Base-100 Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).
Runs three offline analytical reports on source attribution data (cited_sources, verified_links): record quality audit, exact row deduplication, and a base-100 index series — all against supplied rows, no external lookups.
Price / call$0.01
Success—
StatusUnknown
How this service works
Source attribution — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied source attribution records (cited_sources, verified_links). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three reports for the supplied rows (up to 200): (1) a record quality audit flagging missing, null, or malformed fields in cited_sources and verified_links; (2) an exact row deduplication report identifying and listing duplicate rows; (3) a base-100 index series for the selected field (cited_sources or verified_links) relative to a specified base row index.
Example use cases
Citation data cleanup before publishing
“I have a dataset of up to 150 news source attribution rows with cited_sources and verified_links counts by channel group and date. Can you run the record quality audit, exact deduplication check, and a base-100 series on cited_sources starting at index 0 to clean it up before we publish the report?”
Detecting duplicate sources in media monitoring
“We're doing a media monitoring audit and I suspect there are duplicate rows in our source attribution table. Can you run the deduplication, quality audit, and base-100 index reports on this set of about 80 rows tracking cited_sources and verified_links by channel group?”
Indexing verified links for trend comparison
“I want to compare verified_links trends across channel groups over time using a base-100 index starting at row 0. Can you also include the quality audit and deduplication reports on these 120 source attribution records?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-news-02-218?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have source attribution tabular data (cited_sources, verified_links) and need three offline analytical passes — quality audit, deduplication, and base-100 indexing — in a single call at low cost ($0.01). Ideal when no live data lookup or external enrichment is needed and you want fast, deterministic reports on supplied rows. Prefer over general data tools when you specifically need all three report types bundled for citation/source attribution datasets up to 200 rows.
Side effects
- Empty rows array or missing required row fields (row_id, date, channel_group) returns validation error
- More than 200 rows submitted causes rejection due to row limit
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- base_index value exceeding the number of submitted rows causes index series failure
- All-null values in the target field may produce degenerate or empty index series
- Payment not completed (x402) results in request rejection before processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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