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Product Photography Completion Analytics — Histogram & Correlation
x402
Product Photography Completion Analytics — Histogram & Correlation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Runs an equal-width histogram on a chosen measure and a two-measure Pearson/rank correlation between required_images and completed_images for up to 200 product photography records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Product photography — Equal-width histogram + Two-measure correlation: Equal-width histogram + Two-measure correlation 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 statistical reports: (1) an equal-width histogram over the selected field (required_images or completed_images) with configurable bin count (1–30) showing bin edges and frequencies, and (2) a two-measure correlation report quantifying the statistical relationship between required_images and completed_images across the submitted rows. No external data is fetched; all computation is performed locally on the supplied rows.
Example use cases
Retail photo backlog distribution review
“I have 150 rows of store-level product photography data with required_images and completed_images — can you build an equal-width histogram using 8 bins on required_images and also show me how correlated the required and completed counts are?”
Store group completion gap analysis
“For our Q4 photo shoot data, can you bucket the completed_images field into 5 equal-width bins and compute the two-measure correlation between required_images and completed_images so I can spot which stores are falling behind?”
Photography workload spread assessment
“We have weekly product photography records for two store groups going back 6 months. Can you run a 10-bin equal-width histogram on required_images and tell me the correlation between required_images and completed_images across all 200 rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-retail-09-171?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 product photography records with required_images and completed_images fields and need both a distributional view (histogram) and a linear association measure (correlation) in a single paid call. Ideal for retail or e-commerce teams auditing photo production progress across store groups. Not suitable for real-time monitoring, predictive modeling, or datasets exceeding 200 rows.
Side effects
- Exceeds 200-row limit — request rejected or truncated
- Invalid date format (must be YYYY-MM-DD) causes row validation failure
- Null values in required_images or completed_images may reduce effective correlation sample size
- bins parameter outside 1–30 range rejected
- Missing required fields (row_id) causes schema validation error
- Fewer than 2 non-null paired rows results in undefined correlation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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