{"uid":"cap_j_qlcnbKgsVZ-zYDa-WB2","slug":"proposal-preparation-data-quality-suite-record-audit-deduplication-8b6ef7a5","name":"Proposal Preparation Data Quality Suite — Record Audit, Deduplication & Category Frequencies","description":"Proposal preparation — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied proposal preparation records (completed_sections, planned_sections). 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-writing-08-212?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","completed_sections","planned_sections"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"planned_sections":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_sections":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","planned_sections":1,"completed_sections":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","planned_sections":2,"completed_sections":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","planned_sections":3,"completed_sections":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","planned_sections":4,"completed_sections":30}],"maxItems":200,"minItems":1}}},"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_dfIk3iH5gI0jf5dEgyjWT","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 proposal preparation records: a record quality audit, exact row deduplication, and category frequency counts for completed_sections and planned_sections fields.","exampleAgentPrompt":"Can you run a data quality audit, exact deduplication check, and category frequency summary on my proposal preparation records? I have up to 50 rows with document groups like 'group-a' and 'group-b', dates in YYYY-MM-DD format, and counts for completed_sections and planned_sections.","exampleUseCases":[{"title":"Proposal pipeline data cleanup","prompt":"I have a dataset of about 80 proposal tracking rows with document_group, date, completed_sections, and planned_sections — can you audit them for data quality issues, remove any exact duplicates, and give me a frequency breakdown by category?"},{"title":"Section completion rate analysis by group","prompt":"Run a category frequency analysis on my proposal preparation records so I can see how often each document group appears and spot any data quality problems or duplicate entries across my 120 rows."},{"title":"Pre-submission data validation","prompt":"Before I finalize my proposal report, can you check these 30 proposal preparation records for missing values or bad data, flag any identical duplicate rows, and summarize the distribution of planned vs completed sections by document group?"}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit flagging nulls, format violations, and anomalies in the input rows; (2) an exact row deduplication report identifying and removing identical duplicate records; (3) a category frequency table showing counts and distributions of completed_sections and planned_sections grouped by document_group. All computed locally with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, completed_sections, planned_sections) cause row-level audit failures","Date strings not matching YYYY-MM-DD pattern flagged as format errors","Empty input array (minItems: 1 not met) causes rejection","Numeric values outside allowed range (-1e12 to 1e12) may be flagged in quality audit"],"whenToPreferThis":"Use this endpoint when you need a bundled, cost-effective ($0.01 USDC) suite of three data quality operations on proposal preparation records specifically involving completed_sections and planned_sections fields. It is ideal when you want quality audit, deduplication, and frequency analysis in a single call without needing live external data, predictions, or professional assessment. Best for datasets up to 200 rows where local analytical computation is sufficient.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:31:20.665Z","isFirstParty":false,"canonicalSlug":"proposal-preparation-data-quality-suite-record-audit-deduplication-8b6ef7a5"}