{"uid":"cap_YodbpQdkWiCOX1KP8woCt","slug":"company-record-completeness-analyzer-audit-normalisation-histogram-643b8006","name":"Company Record Completeness Analyzer — Audit, Normalisation & Histogram","description":"Company record completeness — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied company record completeness records (populated_fields, required_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-company-01-202?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","company_group","date","populated_fields","required_fields"],"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},"required_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_fields":1,"populated_fields":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_fields":2,"populated_fields":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":30}],"maxItems":200,"minItems":1},"field":{"enum":["populated_fields","required_fields"],"type":"string","default":"populated_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_qnfoEIhqeFXIl3Yd0McjT","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, equal-width histogram) on up to 200 company record completeness rows, measuring populated vs. required fields.","exampleAgentPrompt":"Can you audit the completeness of my company records — I have 150 rows each with a row_id, company_group, date, populated_fields count, and required_fields count — and give me a quality audit, string normalisation report, and a 10-bin histogram on the populated_fields column?","exampleUseCases":[{"title":"CRM data gap assessment","prompt":"I have 80 company records from our CRM, each tagged with a company group and date, showing how many required fields exist and how many are actually populated. Can you run a record quality audit and tell me where the gaps are, and also give me a 5-bin histogram on populated_fields?"},{"title":"Multi-group completeness comparison","prompt":"We have records across two company groups — group-alpha and group-beta — spanning Q3. Each row has populated_fields and required_fields counts. Can you normalise the strings and do a quality audit so I can compare completeness across both groups?"},{"title":"Data governance histogram report","prompt":"For our data governance review, I need an equal-width histogram with 8 bins on the required_fields column from our 120 company records, plus a quality audit to flag any anomalies in field population rates."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging completeness issues across the supplied rows, (2) a string normalisation report cleaning and standardising text fields such as company_group, and (3) an equal-width histogram bucketing the chosen numeric field (populated_fields or required_fields) into the specified number of bins. All analysis is performed locally on the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected","Missing required row fields (row_id, company_group, date, populated_fields, required_fields) — validation error","Invalid date format (must be YYYY-MM-DD) — schema rejection","bins value outside 1–30 range — validation error","field enum value not 'populated_fields' or 'required_fields' — rejection","Null numeric values in required_fields or populated_fields may affect histogram accuracy"],"whenToPreferThis":"Choose this endpoint when you need a quick, self-contained completeness audit on a batch of company records (up to 200 rows) without any external data lookups or predictions. It is ideal for data governance workflows, CRM hygiene checks, or pre-ingestion validation where you want three complementary analytical views — quality audit, normalisation, and histogram — in a single inexpensive call. Prefer alternatives if you need live data enrichment, predictive scoring, or record counts exceeding 200.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:02.408Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-analyzer-audit-normalisation-histogram-643b8006"}