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Product Photography Completion Analytics — Two-Measure Correlation + Keyed Dataset Comparison
x402
Product Photography Completion Analytics — Two-Measure Correlation + Keyed Dataset Comparison is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).
Computes a two-measure correlation between required_images and completed_images, plus a keyed dataset comparison across two supplied product photography datasets, for up to 200 rows each.
Price / call$0.01
Success—
StatusUnknown
How this service works
Product photography — Two-measure correlation + Keyed dataset comparison: Two-measure correlation + Keyed dataset comparison for supplied product photography records (required_images, completed_images). 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 two-measure correlation report quantifying the statistical relationship between required_images and completed_images across the supplied rows; (2) a keyed dataset comparison report identifying row-level differences between the primary and secondary datasets matched by row_id. Both reports are computed locally with no external lookups.
Example use cases
Retail chain photo completion audit
“I have two batches of product photography data — one is our current targets and completions by store group, the other is from last quarter. Can you correlate required vs completed images in the current batch and compare it row-by-row with last quarter's data so I can see what changed?”
E-commerce catalog readiness check
“We track required_images and completed_images per SKU group and date. Can you run a correlation to see how well our photography team is keeping up with targets, and then compare this week's records against last week's to spot any regressions?”
Photography vendor performance benchmarking
“I need to compare two vendor photography datasets — both have row_id, store_group, date, required_images, and completed_images. Please correlate the two measures within the primary dataset and then do a keyed comparison between the two datasets to find discrepancies.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-retail-09-183?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a two-measure correlation analysis and a keyed dataset comparison on product photography completion data in a single API call. It is ideal for retail or e-commerce teams tracking image production targets versus actuals across store groups over time, especially when comparing two periods or datasets. At $0.01 USDC for two reports on up to 200 rows, it is cost-effective for small-to-medium batch analytical tasks where no external data enrichment or prediction is needed.
Side effects
- Rows array exceeds 200 items — request will be rejected
- Missing required fields (row_id, store_group, date, required_images, completed_images) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern rejected
- Null values in required_images or completed_images may affect correlation computation
- Mismatched row_ids between primary and secondary datasets result in unmatched rows in comparison report
- Empty rows array (minItems:1 violated) causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| other | array |
Tags
x402
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