{"uid":"cap_-dANySyczFK0SpvG9MpiO","slug":"proposal-preparation-exact-row-deduplication-category-frequencies-2f445c0e","name":"Proposal Preparation — Exact Row Deduplication + Category Frequencies","description":"Proposal preparation — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied proposal preparation records (completed_sections, planned_sections). 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-writing-08-041?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_hHleWi_ixqj0h3oGsEKL5","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":"Deduplicates proposal preparation records exactly and computes category frequencies for completed_sections and planned_sections fields across up to 200 rows.","exampleAgentPrompt":"I have up to 200 rows of proposal preparation data with row IDs, document groups, dates, and counts of completed and planned sections — can you deduplicate the exact rows and give me a category frequency breakdown for both the completed_sections and planned_sections fields?","exampleUseCases":[{"title":"Cleaning duplicate proposal tracking entries","prompt":"I've got a batch of proposal records with fields like row_id, document_group, date, completed_sections, and planned_sections — some rows look like exact duplicates. Can you deduplicate them and also tell me how often each category value appears across completed_sections and planned_sections?"},{"title":"Auditing section completion distribution","prompt":"Here are 150 rows of proposal preparation data across a few document groups. Can you remove any exact duplicate rows and then give me a frequency count of how often each value shows up in the completed_sections and planned_sections columns?"},{"title":"Comparing section categories across document groups","prompt":"I need to understand the distribution of planned versus completed section counts in our proposal dataset — run an exact deduplication first, then give me category frequencies for both fields so I can see which values are most common."}],"resultDescription":"Returns two independent analytical reports: (1) an exact row deduplication report showing which rows are unique versus duplicates and the deduplicated dataset, and (2) a category frequency report showing how often each distinct value appears in the completed_sections and planned_sections columns across the supplied rows.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, document_group, date, completed_sections, planned_sections) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","Numeric values outside allowed range (-1e12 to 1e12) — validation error","Empty rows array — minimum items constraint violated","Payment not included or insufficient — 402 payment required"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and category frequency analysis on proposal preparation data in a single low-cost call. It is ideal for data quality checks on proposal tracking datasets with up to 200 rows containing completed_sections and planned_sections numeric fields. It is not suitable for fuzzy deduplication, live data lookups, predictions, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:33:52.106Z","isFirstParty":false,"canonicalSlug":"proposal-preparation-exact-row-deduplication-category-frequencies-2f445c0e"}