{"uid":"cap_no82G40iaq6ATCOteLDq4","slug":"company-filing-inventories-record-quality-audit-string-normalisation-850ca5ee","name":"Company Filing Inventories — Record Quality Audit, String Normalisation & Missing-Value Fill","description":"Company filing inventories — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill for supplied company filing inventories records (available_filings, expected_filings). 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-company-17-208?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","available_filings","expected_filings"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"expected_filings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"available_filings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","expected_filings":1,"available_filings":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","expected_filings":2,"available_filings":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","expected_filings":3,"available_filings":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","expected_filings":4,"available_filings":30}],"maxItems":200,"minItems":1},"field":{"enum":["available_filings","expected_filings"],"type":"string","default":"available_filings"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_3EAOhjHtoL5DHLI6c1iOJ","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":"Audits, normalises, and fills missing values in company filing inventory records (available_filings, expected_filings) across up to 200 rows, producing 3 independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and missing-value fill (using median imputation) on my company filing inventory data — I have about 50 rows with available_filings and expected_filings fields for groups like 'group-a' and 'group-b' dated from 2026-10-01?","exampleUseCases":[{"title":"Pre-pipeline filing data quality check","prompt":"Before I load this batch of 120 company filing records into our database, can you audit the data quality, normalise the company group strings, and fill any null expected_filings values using the mean — the rows have dates, row IDs, and both available and expected filing counts?"},{"title":"Missing available_filings imputation with zero-fill","prompt":"I've got 80 rows of filing inventory data for various company groups and some of the available_filings values are missing — can you fill those gaps using zero-fill and also run the string normalisation and record quality audit at the same time?"},{"title":"Compliance dataset validation before reporting","prompt":"We need to validate our quarterly filing inventory records for compliance review — please run all three checks (quality audit, string normalisation, and missing-value fill using median) on these 200 rows of expected_filings and available_filings data grouped by company."}],"resultDescription":"Three independent reports covering: (1) a record quality audit flagging data issues across the supplied rows, (2) a string normalisation report standardising company group and other text fields, and (3) an explicit missing-value fill report showing imputed values for the chosen field (available_filings or expected_filings) using the selected method (zero, mean, or median). All reports are generated locally with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Invalid date format (not YYYY-MM-DD) causes row-level validation failure","Missing required fields (row_id, company_group, date) causes schema rejection","Numeric values outside allowed range (-1e12 to 1e12) rejected","Invalid enum value for field or method parameters causes bad request error"],"whenToPreferThis":"Choose this endpoint when you need batch data quality processing on company filing inventory records specifically — combining quality auditing, string normalisation, and missing-value imputation in a single low-cost call. It is best suited for pre-pipeline validation or compliance data preparation involving available_filings and expected_filings columns, where no live data lookup or external enrichment is needed and all processing is purely local and analytical.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T18:57:19.368Z","isFirstParty":false,"canonicalSlug":"company-filing-inventories-record-quality-audit-string-normalisation-850ca5ee"}