{"uid":"cap_O18oIMwhJZo06wSpE7ulr","slug":"partnership-pipeline-record-quality-audit-string-normalisation-keyed-b125fe5e","name":"Partnership Pipeline — Record Quality Audit + String Normalisation + Keyed Dataset Comparison","description":"Partnership pipeline — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied partnership pipeline records (qualified_partners, active_partners). 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-09-207?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","qualified_partners","active_partners"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"active_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"qualified_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","active_partners":1,"qualified_partners":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","active_partners":2,"qualified_partners":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","active_partners":3,"qualified_partners":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","active_partners":4,"qualified_partners":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","qualified_partners","active_partners"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"active_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"qualified_partners":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","active_partners":1,"qualified_partners":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","active_partners":2,"qualified_partners":21},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","active_partners":3,"qualified_partners":17},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","active_partners":4,"qualified_partners":33}],"maxItems":200,"minItems":0}}},"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_xfAcs-mZajwAbnBsM_hyr","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 local analytical reports on partnership pipeline data: record quality audit, string normalisation, and keyed dataset comparison between two supplied datasets (up to 200 rows each).","exampleAgentPrompt":"Can you run a full data quality audit, string normalisation, and row-by-row comparison on these two versions of our partnership pipeline? I have up to 50 rows in each — columns are row_id, company_group, date, qualified_partners, and active_partners — and I need all three reports back.","exampleUseCases":[{"title":"Pre-load partner data validation","prompt":"Before we import this month's partnership pipeline into our CRM, can you audit the record quality and normalise the company_group strings? I have 80 rows with row_id, date, qualified_partners, and active_partners columns."},{"title":"Comparing two partner dataset snapshots","prompt":"I have two exports of our partner pipeline from different dates — each about 120 rows with row_id, company_group, date, qualified_partners, and active_partners. Can you do a keyed comparison and tell me which rows differ between them?"},{"title":"Detecting data entry errors in partner metrics","prompt":"Our partner ops team entered qualified_partners and active_partners data manually this quarter. Can you run a quality audit on the 60 rows they submitted and flag any nulls, out-of-range values, or inconsistent company_group names?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging nulls, type mismatches, and out-of-range values; (2) a string normalisation report cleaning and standardising company_group and other text fields; and (3) a keyed dataset comparison report showing row-level differences between the two supplied datasets matched on row_id.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, qualified_partners, active_partners) — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema rejection","row_id exceeds 80 characters — validation error","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — rejection","Empty rows array (minItems: 1 not met) — error"],"whenToPreferThis":"Choose this endpoint when you need all three of record quality auditing, string normalisation, and keyed dataset comparison run together in a single call on partnership pipeline data with qualified_partners and active_partners fields. It is a cost-efficient option at $0.01 USDC for all three reports on up to 200 rows. Prefer this over general-purpose data tools when your data specifically follows the partnership pipeline schema (row_id, company_group, date, qualified_partners, active_partners) and you need local, offline analysis with no external lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:09.702Z","isFirstParty":false,"canonicalSlug":"partnership-pipeline-record-quality-audit-string-normalisation-keyed-b125fe5e"}