{"uid":"cap_97rnUGIZQT9zzdVB_2ixn","slug":"metadata-completeness-exact-row-deduplication-equal-width-histogram-ce2ff525","name":"Metadata Completeness — Exact Row Deduplication + Equal-Width Histogram","description":"Metadata completeness — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied metadata completeness records (present_fields, expected_fields). 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-web-05-048?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","site_group","date","present_fields","expected_fields"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"site_group":{"type":"string","default":"","maxLength":80},"present_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"expected_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","site_group":"group-a","present_fields":10,"expected_fields":1},{"date":"2026-10-02","row_id":"row-2","site_group":"group-b","present_fields":20,"expected_fields":2},{"date":"2026-10-03","row_id":"row-3","site_group":"group-a","present_fields":15,"expected_fields":3},{"date":"2026-10-04","row_id":"row-4","site_group":"group-b","present_fields":30,"expected_fields":4}],"maxItems":200,"minItems":1},"field":{"enum":["present_fields","expected_fields"],"type":"string","default":"present_fields"}}},"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_AYkEQG5V6wnt1Q_m4mqMk","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 exact rows and generates an equal-width histogram for metadata completeness records (present_fields, expected_fields) across up to 200 rows.","exampleAgentPrompt":"Deduplicate my metadata completeness records and give me a 10-bin equal-width histogram of the present_fields values — I have about 150 rows across site groups like 'us-east' and 'eu-west' with dates in October 2026.","exampleUseCases":[{"title":"Audit metadata completeness across site groups","prompt":"I have 120 rows of metadata completeness data across three site groups — can you deduplicate them and give me a histogram of present_fields with 8 bins so I can see how the distribution looks?"},{"title":"Spot duplicate records in data pipeline audit","prompt":"Run exact row deduplication on my 80 metadata quality records for November 2026 and also give me a 5-bin histogram of expected_fields so I know if any counts are clustered."},{"title":"Monthly metadata quality distribution report","prompt":"Take these 200 metadata completeness records from our data warehouse audit and produce a deduplication report plus a 10-bin equal-width histogram on the present_fields column."}],"resultDescription":"Returns two analytical reports: (1) exact row deduplication results showing which rows are unique vs. duplicated, and (2) an equal-width histogram over the selected field (present_fields or expected_fields) with the specified number of bins and frequency counts per bin.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required row fields (row_id, date, present_fields, expected_fields) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","bins value outside 1–30 range returns a validation error","null values in present_fields or expected_fields may affect histogram computation","Malformed JSON body returns a 400-level error"],"whenToPreferThis":"Choose this endpoint when you need both exact-duplicate removal and a frequency-distribution histogram on metadata completeness fields in a single low-cost call. It is ideal for data quality audits on small-to-medium datasets (up to 200 rows) where you want local analytical computation without any external lookups, predictions, or live data access. Prefer it over general analytics tools when you need a fast, cheap ($0.01 USDC), self-contained report on present_fields or expected_fields distributions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:51:15.829Z","isFirstParty":false,"canonicalSlug":"metadata-completeness-exact-row-deduplication-equal-width-histogram-ce2ff525"}