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Creative Review Analytics — Exact Row Deduplication + Secondary-Measure Weighted Mean
x402
Creative Review Analytics — Exact Row Deduplication + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).
Deduplicates creative review records and computes a secondary-measure weighted mean for feedback_count or approved_items across up to 200 rows, returning 2 analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Creative review — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied creative review records (feedback_count, approved_items). 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 2 analytical reports: (1) a deduplicated version of the input creative review rows with exact duplicate rows removed, and (2) a secondary-measure weighted mean computed over the cleaned dataset for the selected field (feedback_count or approved_items), aggregated across up to 200 input rows.
Example use cases
Clean duplicate creative feedback logs
“I've got up to 150 creative review rows with feedback_count and approved_items across multiple asset groups, and I suspect there are exact duplicates — can you deduplicate them and give me a weighted mean of feedback_count as the secondary measure?”
Approved items weighted summary by asset group
“Can you process these creative review records — deduplicate any exact repeated rows — and then compute the weighted mean using approved_items as the field? I have about 80 rows across four asset groups dated from October 2026.”
Pre-campaign creative data quality check
“Before we finalize our campaign review, can you run exact row deduplication and a weighted mean calculation on our creative feedback dataset (around 200 rows, field: feedback_count) so we get two clean analytical reports?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-25-051?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have creative review tabular data (with feedback_count and approved_items) and need both exact row deduplication and a weighted mean computation in a single call, at low cost ($0.01 USDC for 2 reports, up to 200 rows). Prefer this over general-purpose analytics when your data is already structured and you need a fast, offline (no external lookup) analytical result for creative asset performance metrics.
Side effects
- Input exceeds 200 rows — request rejected with validation error
- Missing required fields (row_id, asset_group, date, feedback_count, approved_items) cause schema validation failure
- Invalid date format (not YYYY-MM-DD) causes pattern validation error
- All rows are duplicates — deduplication may return a single or very small row set
- Null values in the selected measure field may affect weighted mean calculation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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