{"uid":"cap_bJEGQqklCwjxdVKU604N6","slug":"company-record-completeness-keyed-dataset-comparison-explicit-missing-ad4d88a8","name":"Company Record Completeness — Keyed Dataset Comparison + Explicit Missing-Value Fill","description":"Company record completeness — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill for supplied company record completeness records (populated_fields, required_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-company-01-190?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"required_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_fields":1,"populated_fields":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_fields":2,"populated_fields":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":30}],"maxItems":200,"minItems":1},"field":{"enum":["populated_fields","required_fields"],"type":"string","default":"populated_fields"},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","populated_fields","required_fields"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":17},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":33}],"maxItems":200,"minItems":0},"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_hO1wRYDJQNVwIF1olQWsy","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":"Compares two company record completeness datasets by key and fills missing values, generating 2 analytical reports for up to 200 rows of populated_fields and required_fields data.","exampleAgentPrompt":"Compare these two sets of company completeness records — primary dataset has group-a and group-b rows from October 2026 with populated_fields and required_fields counts, and so does the secondary dataset but with some differences — fill in any missing values and give me 2 analytical reports on the populated_fields column.","exampleUseCases":[{"title":"Monthly data quality audit across business units","prompt":"I have two monthly snapshots of company record completeness for our business units — one from last month and one from this month, each with up to 150 rows showing how many fields are populated vs required per group. Can you compare them by row key, fill in any missing values, and give me reports on populated_fields so I can see where data quality improved or degraded?"},{"title":"Reconciling CRM data completeness between two teams","prompt":"Our sales team and ops team both track record completeness for the same company groups but sometimes one dataset has gaps the other fills in. I have both datasets here with row IDs, dates, company_group, populated_fields, and required_fields — please do a keyed comparison and explicitly fill any missing values, reporting on required_fields."},{"title":"Validating data migration completeness","prompt":"After migrating company records to the new system, I want to compare pre-migration and post-migration completeness snapshots side by side. Both have up to 80 rows with row_id, company_group, date, populated_fields, and required_fields. Run the keyed comparison and missing-value fill on populated_fields and give me the 2 reports."}],"resultDescription":"Returns 2 independent analytical reports based on the two supplied datasets: a keyed comparison report showing row-by-row differences between the primary and secondary datasets, and an explicit missing-value fill report that resolves null or absent populated_fields or required_fields values. Reports are computed locally from the submitted data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Row objects missing required fields (row_id, company_group, date, populated_fields, required_fields) — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema validation failure","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — rejection","Empty rows array (minItems: 1 not met) — validation error","Invalid field enum value (must be 'populated_fields' or 'required_fields') — error response"],"whenToPreferThis":"Choose this endpoint when you have two structured company record completeness datasets (with populated_fields and required_fields metrics) that you want to compare by row key and have missing values explicitly filled — up to 200 rows per call. Prefer it over generic analytics tools when you need both a keyed comparison and a missing-value fill in a single paid call at low cost ($0.01 USDC for 2 reports). Not suitable for live data lookup, prediction, or external enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:44:24.472Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-keyed-dataset-comparison-explicit-missing-ad4d88a8"}