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Image Reference Inventories — String Normalisation + Equal-Width Histogram
x402
Image Reference Inventories — String Normalisation + 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 2026-10-26).
Runs string normalisation and equal-width histogram analysis on image reference inventory records (image_count, missing_alt_count) for up to 200 rows, returning two local analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Image reference inventories — String normalisation + Equal-width histogram: String normalisation + Equal-width histogram for supplied image reference inventories records (image_count, missing_alt_count). 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 analytical reports: (1) a string normalisation report cleaning and standardising text values in the selected field, and (2) an equal-width histogram showing frequency distribution of image_count or missing_alt_count values across user-defined bins (1–30 bins), covering up to 200 input rows.
Example use cases
Audit image alt-text coverage distribution
“I have 80 rows of image inventory data with site_group, date, image_count, and missing_alt_count — can you run string normalisation and a 5-bin histogram on the missing_alt_count field so I can see how alt-text gaps are distributed across my pages?”
Bin image counts for content reporting
“Take my 120-row image reference inventory (with fields row_id, site_group, date, image_count, missing_alt_count) and generate an equal-width histogram with 8 bins on the image_count field, along with string normalisation — I need both reports for my content audit.”
Normalize and distribute inventory across groups
“I've got site image inventory records from three groups over the last quarter — about 150 rows — and I want to run string normalisation plus a 15-bin equal-width histogram on image_count to understand how images are distributed across groups.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-web-18-031?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, local string normalisation combined with equal-width histogram analysis on image reference inventory data without any external lookups or predictions. Ideal for content auditors, SEO analysts, or accessibility reviewers who want fast, offline statistical summaries of image counts and missing alt text distributions across site groups, for datasets up to 200 rows, at minimal cost ($0.01 USDC for both reports).
Side effects
- Exceeds 200 row limit — request rejected
- Invalid date format (must match YYYY-MM-DD pattern)
- Missing required fields (row_id, site_group, date, image_count, missing_alt_count)
- Bins parameter out of range (must be 1–30)
- Invalid field enum value (must be image_count or missing_alt_count)
- Null-only numeric column causes histogram computation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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