{"uid":"cap_akfRo_CZiq1dn-zJwzxkC","slug":"third-party-reviews-exact-row-deduplication-equal-width-histogram-fcc4a846","name":"Third Party Reviews — Exact Row Deduplication + Equal-Width Histogram","description":"Third party reviews — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied third party reviews records (vendors_reviewed, outstanding_actions). 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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-security-24-048?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","control_group","date","vendors_reviewed","outstanding_actions"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"control_group":{"type":"string","default":"","maxLength":80},"vendors_reviewed":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"outstanding_actions":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","control_group":"group-a","vendors_reviewed":10,"outstanding_actions":1},{"date":"2026-10-02","row_id":"row-2","control_group":"group-b","vendors_reviewed":20,"outstanding_actions":2},{"date":"2026-10-03","row_id":"row-3","control_group":"group-a","vendors_reviewed":15,"outstanding_actions":3},{"date":"2026-10-04","row_id":"row-4","control_group":"group-b","vendors_reviewed":30,"outstanding_actions":4}],"maxItems":200,"minItems":1},"field":{"enum":["vendors_reviewed","outstanding_actions"],"type":"string","default":"vendors_reviewed"}}},"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_IMZ6uSZEQJBNQZ6QtYq2D","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":"Deduplicates rows and generates equal-width histogram reports for third-party review records containing vendors_reviewed and outstanding_actions fields.","exampleAgentPrompt":"Can you deduplicate this vendor review dataset and generate an equal-width histogram with 8 bins for the vendors_reviewed field? Here are my records with row_id, date, control_group, vendors_reviewed, and outstanding_actions columns — up to 200 rows.","exampleUseCases":[{"title":"Vendor review data deduplication audit","prompt":"I have a list of third-party vendor review records with columns for row_id, date, control_group, vendors_reviewed, and outstanding_actions — some rows might be exact duplicates. Can you deduplicate them and give me a histogram of the vendors_reviewed values using 10 bins?"},{"title":"Outstanding actions distribution analysis","prompt":"Can you take my vendor review dataset (up to 150 rows, each with row_id, control_group, date, vendors_reviewed, and outstanding_actions) and run both exact row deduplication and an equal-width histogram with 5 bins on the outstanding_actions field?"},{"title":"Multi-group vendor review frequency check","prompt":"I have review records for two control groups — group-a and group-b — across several dates, with vendors_reviewed and outstanding_actions numbers. Please deduplicate the rows exactly and generate a histogram with 7 bins for the vendors_reviewed field so I can see the distribution."}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying and removing identical rows from the supplied dataset, and (2) an equal-width histogram report showing frequency distribution of the selected numeric field (vendors_reviewed or outstanding_actions) across the specified number of bins. No external data is fetched; all analysis is performed on the submitted rows only.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Invalid date format (non-YYYY-MM-DD) causes row validation failure","Missing required fields (row_id, control_group, date, vendors_reviewed, outstanding_actions) causes schema rejection","bins value outside 1–30 range causes validation error","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array rejected (minItems:1)"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of third-party vendor review records and need both exact duplicate removal and a histogram frequency distribution in a single low-cost call. It is ideal for lightweight data quality and distribution analysis on vendor review data without requiring a full analytics platform. Use it when you need two bundled analytical reports (deduplication + histogram) cheaply at $0.01 USDC with no external lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T06:47:39.439Z","isFirstParty":false,"canonicalSlug":"third-party-reviews-exact-row-deduplication-equal-width-histogram-fcc4a846"}