{"uid":"cap_ztTzkSgaU4aWW0rC-cdxD","slug":"proposal-preparation-two-measure-correlation-and-keyed-dataset-d6ea0dfd","name":"Proposal Preparation Two-Measure Correlation and Keyed Dataset Comparison","description":"Proposal preparation — Two-measure correlation + Keyed dataset comparison: Two-measure correlation + Keyed dataset comparison 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-08-183?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"planned_sections":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_sections":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","planned_sections":1,"completed_sections":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","planned_sections":2,"completed_sections":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","planned_sections":3,"completed_sections":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","planned_sections":4,"completed_sections":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","completed_sections","planned_sections"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","planned_sections":3,"completed_sections":17},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","planned_sections":4,"completed_sections":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_ux1YlI_DAXb9gUp1MNuHd","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":"Computes Pearson/rank correlation between completed_sections and planned_sections, plus a keyed row-by-row comparison between two supplied proposal preparation datasets, returning two analytical reports.","exampleAgentPrompt":"Analyze these two sets of proposal preparation records — each with row_id, document_group, date, completed_sections, and planned_sections — and give me a correlation report between the two measures plus a keyed comparison between the two datasets. I have up to 50 rows in each group.","exampleUseCases":[{"title":"Proposal completion rate correlation","prompt":"I have 40 rows of proposal tracking data with planned_sections and completed_sections for each document group. Can you run a correlation analysis to see how closely planned work aligns with actual completion across my proposals?"},{"title":"Cross-team proposal dataset comparison","prompt":"I have two batches of proposal preparation records from two different teams — same row IDs, same date range, but different completed_sections counts. Can you compare them side by side and flag where they differ?"},{"title":"Multi-group proposal progress audit","prompt":"I need to audit proposal progress across groups A and B. I'll give you two datasets of up to 100 rows each, with planned_sections and completed_sections per proposal. Run the two-measure correlation and the keyed dataset comparison so I can see where we're off track."}],"resultDescription":"Two independent analytical reports: (1) a two-measure correlation report quantifying the statistical relationship between completed_sections and planned_sections across submitted rows; (2) a keyed dataset comparison report matching rows by row_id between the primary and secondary datasets and surfacing differences in the two measures. Both reports are computed locally from supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, completed_sections, planned_sections) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","Too few rows to compute meaningful correlation — degenerate result","Mismatched row_ids between primary and secondary datasets — incomplete keyed comparison","Null values in both measures for all rows — correlation undefined"],"whenToPreferThis":"Choose this endpoint when you have proposal preparation records with both planned_sections and completed_sections fields and need two specific offline analyses: a two-measure Pearson/rank correlation and a keyed row-by-row dataset comparison between two supplied batches. Ideal for comparing planning accuracy against execution within or across document groups, up to 200 rows, at a flat cost of $0.01 USDC for both reports. Not suitable for live data fetching, forecasting, or professional advisory outputs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:32:46.692Z","isFirstParty":false,"canonicalSlug":"proposal-preparation-two-measure-correlation-and-keyed-dataset-d6ea0dfd"}