{"uid":"cap_roobqDFc1XweOoiiLB-fW","slug":"form-inventories-record-quality-audit-string-normalisation-secondary-5edb7487","name":"Form Inventories — Record Quality Audit + String Normalisation + Secondary-Measure Weighted Mean","description":"Form inventories — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied form inventories records (field_count, labelled_fields). 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-web-21-205?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","site_group","date","field_count","labelled_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},"field_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"labelled_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","site_group":"group-a","field_count":10,"labelled_fields":1},{"date":"2026-10-02","row_id":"row-2","site_group":"group-b","field_count":20,"labelled_fields":2},{"date":"2026-10-03","row_id":"row-3","site_group":"group-a","field_count":15,"labelled_fields":3},{"date":"2026-10-04","row_id":"row-4","site_group":"group-b","field_count":30,"labelled_fields":4}],"maxItems":200,"minItems":1},"field":{"enum":["field_count","labelled_fields"],"type":"string","default":"field_count"}}},"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_Y4bL9pQDeBVRxCsu7zyZS","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 on form inventory data: a record quality audit, string normalisation, and a secondary-measure weighted mean, for up to 200 rows of field_count and labelled_fields data.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and weighted mean report on my form inventory data — I have 4 rows with site groups 'group-a' and 'group-b', field_count values like 10, 20, 15, 30, and labelled_fields values 1, 2, 3, 4, dated from 2026-10-01 to 2026-10-04, using field_count as the primary field?","exampleUseCases":[{"title":"Form data quality check before migration","prompt":"I'm about to migrate our form inventory and need to audit record quality and normalise the site_group strings for about 50 rows — each row has a row_id, date, site_group, field_count, and labelled_fields. Can you run all three reports and tell me what looks off?"},{"title":"Weighted mean of labelled fields by site group","prompt":"For my form inventory dataset with 30 rows across multiple site groups, can you compute the weighted mean for labelled_fields and also run the quality audit and string normalisation at the same time?"},{"title":"Monthly form inventory analytics report","prompt":"I have this month's form inventory data — 120 rows with field_count and labelled_fields per site group — can you run the record quality audit, normalise any inconsistent strings, and give me a weighted mean for field_count?"}],"resultDescription":"Returns three independent analytical reports for the submitted form inventory rows: (1) a record quality audit flagging data issues, (2) string-normalised versions of string fields, and (3) a secondary-measure weighted mean computed from the supplied numeric fields (field_count or labelled_fields). All analysis is local with no external lookups.","failureModes":["Submitting more than 200 rows returns an error","Missing required fields (row_id, date, field_count, labelled_fields) cause validation failure","Invalid date format (not YYYY-MM-DD) triggers a pattern mismatch error","Numeric fields outside allowed range cause schema rejection","Empty rows array rejected (minItems: 1)","Payment failure via x402 protocol blocks the request"],"whenToPreferThis":"Choose this endpoint when you need a bundled three-in-one analytical pass on form inventory records — combining quality auditing, string normalisation, and weighted mean computation — in a single cost-efficient call. It is ideal for offline batch analysis of up to 200 rows without requiring external lookups or live data connections. Prefer it over single-purpose endpoints when you need all three report types simultaneously on the same dataset.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:31:55.577Z","isFirstParty":false,"canonicalSlug":"form-inventories-record-quality-audit-string-normalisation-secondary-5edb7487"}