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Knowledge Base Maintenance — Exact Row Deduplication + Equal-Width Histogram
x402
Knowledge Base Maintenance — Exact Row Deduplication + Equal-Width Histogram 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).
Deduplicates rows and generates equal-width histogram reports for knowledge base maintenance metrics (updated_articles, due_articles) from up to 200 supplied records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Knowledge base maintenance — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied knowledge base maintenance records (updated_articles, due_articles). 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 reports sharing the same input dataset: (1) an exact row deduplication report identifying and removing fully duplicate rows, and (2) an equal-width histogram report for the selected field (updated_articles or due_articles) divided into the specified number of bins, showing frequency counts per bin.
Example use cases
Audit duplicate article update records
“I have 120 rows of daily knowledge base maintenance logs with row_id, document_group, date, updated_articles, and due_articles — can you deduplicate them and show me a 10-bin histogram of the updated_articles counts so I can spot outliers?”
Analyze due articles distribution by bin
“Run an exact row deduplication and a 5-bin equal-width histogram on my 80 knowledge base records, using the due_articles field, so I can see how overdue work is distributed across my document groups.”
Clean and summarize content team output
“My content team exported 200 rows of article tracking data with some duplicates — can you deduplicate the rows and produce an equal-width histogram with 8 bins on the updated_articles column so I can report on publishing volume distribution?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-16-048?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact duplicate removal and a histogram distribution analysis on knowledge base article metrics in a single API call for up to 200 rows. It is ideal for offline/local analytical tasks with no need for live data lookup, prediction, or external integrations. Prefer this over separate deduplication or histogram tools when your data is small enough (≤200 rows) and you want both reports cheaply bundled at $0.01 USDC.
Side effects
- Exceeds 200-row limit — request rejected
- Invalid date format (not YYYY-MM-DD) — validation error
- bins value outside 1–30 range — schema validation failure
- Missing required fields (row_id, document_group, date) — error returned
- Null values in selected numeric field may affect histogram binning
- Empty rows array — minimum 1 item required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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