{"uid":"cap_jtxLwk2iJ1EtzB1JQDwWI","slug":"product-photography-record-quality-audit-string-normalisation-equal-60f1ffa2","name":"Product Photography Record Quality Audit + String Normalisation + Equal-Width Histogram","description":"Product photography — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied product photography records (required_images, completed_images). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-retail-09-202?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","store_group","date","required_images","completed_images"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"store_group":{"type":"string","default":"","maxLength":80},"required_images":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_images":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","store_group":"group-a","required_images":10,"completed_images":1},{"date":"2026-10-02","row_id":"row-2","store_group":"group-b","required_images":20,"completed_images":2},{"date":"2026-10-03","row_id":"row-3","store_group":"group-a","required_images":15,"completed_images":3},{"date":"2026-10-04","row_id":"row-4","store_group":"group-b","required_images":30,"completed_images":4}],"maxItems":200,"minItems":1},"field":{"enum":["required_images","completed_images"],"type":"string","default":"required_images"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_pTqGavw4zqMk8oZeQH2AN","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs three analytical reports (record quality audit, string normalisation, and equal-width histogram) on up to 200 product photography rows tracking required vs completed images.","exampleAgentPrompt":"Can you run a full quality audit, string normalisation, and a 10-bin histogram on these product photography records I have for store groups A and B — the rows include required_images and completed_images counts — and use the required_images field for the histogram?","exampleUseCases":[{"title":"Retail image completion data health check","prompt":"I have 150 rows of product photography data from our retail stores with required_images and completed_images counts per date. Can you audit the record quality, normalise the store_group strings, and produce a 5-bin histogram on required_images so I can spot data issues before our weekly review?"},{"title":"Histogram analysis for photography backlog sizing","prompt":"We track how many images each store group needs to complete each day. Can you run a 10-bin histogram on our completed_images field across these 80 rows so I can understand how the workload is distributed, along with a quality audit and string normalisation of the store names?"},{"title":"Store group name cleanup before reporting","prompt":"Our product photography tracking spreadsheet has inconsistent store group labels and some suspect numeric entries. Can you normalise the store_group strings, audit the records for quality issues, and give me a histogram of required_images using 8 bins across all 60 rows?"}],"resultDescription":"Returns three independent analytical reports for the submitted rows: (1) a record quality audit flagging missing, null, or out-of-range values; (2) a string normalisation report on the store_group and date text fields; and (3) an equal-width histogram of the chosen numeric field (required_images or completed_images) bucketed into the specified number of bins. No external lookups or predictions are made — all analysis is local.","failureModes":["More than 200 rows submitted — request rejected with validation error","Missing required fields (row_id, date, required_images, completed_images) in any row — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","bins value outside 1–30 range — rejected with bounds error","numeric field values outside ±1,000,000,000,000 — rejected","Empty rows array — minimum items constraint failure"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical reports (quality audit, string normalisation, histogram) on product photography completion data in a single low-cost call. Ideal when you have up to 200 rows of required/completed image counts per store group and date, and want to validate data integrity, clean text fields, and understand numeric distribution simultaneously without calling three separate services.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:37:06.541Z","isFirstParty":false,"canonicalSlug":"product-photography-record-quality-audit-string-normalisation-equal-60f1ffa2"}