{"uid":"cap_6x_DIIzm2PYWY05fKSCE2","slug":"proposal-preparation-iqr-outlier-flags-and-date-by-category-pivot-27c9f9c2","name":"Proposal Preparation IQR Outlier Flags and Date by Category Pivot","description":"Proposal preparation — IQR outlier flags + Date by category pivot: IQR outlier flags + Date by category pivot 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-08-178?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},"field":{"enum":["completed_sections","planned_sections"],"type":"string","default":"completed_sections"}}},"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_-RLbtNXev9z5JqUZyOU3C","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 IQR-based outlier detection and a date-by-category pivot analysis on up to 200 proposal preparation records (completed_sections, planned_sections) and returns two independent analytical reports.","exampleAgentPrompt":"Can you check my proposal preparation data for outliers and give me a date-by-category pivot? I have rows with row_id, document_group, date, completed_sections, and planned_sections — analyze the completed_sections field across up to 200 records.","exampleUseCases":[{"title":"Flagging anomalous proposal section counts","prompt":"I have a batch of proposal records with completed_sections and planned_sections — can you run IQR outlier detection on completed_sections and also pivot the data by date and document_group? Here are up to 150 rows with row_id, date, document_group, and both section counts."},{"title":"Monitoring proposal progress by team over time","prompt":"I want to see how proposal sections are trending across our document groups over the past quarter. Can you take these proposal records and give me a date-by-category breakdown of planned_sections, plus flag any outlier rows?"},{"title":"Pre-submission audit of proposal data quality","prompt":"Before we submit our proposals, I need a statistical audit — run IQR outlier flags on the completed_sections field for these 80 proposal records, and also generate a pivot of section counts by date and document group so I can spot any gaps."}],"resultDescription":"Two independent reports: (1) an IQR outlier flag report identifying which rows have anomalous values in the selected field (completed_sections or planned_sections) based on interquartile range analysis, and (2) a date-by-category pivot table aggregating section counts by date and document_group.","failureModes":["Fewer than 1 row submitted returns a validation error","More than 200 rows submitted exceeds the maximum and is rejected","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Null values in both numeric fields may reduce outlier detection accuracy","Invalid enum value for 'field' parameter causes rejection","Insufficient data variance may produce trivial or empty outlier flags"],"whenToPreferThis":"Choose this endpoint when you have structured proposal preparation records with section count metrics and need both statistical outlier detection (IQR-based) and a temporal category pivot in a single call. It is ideal for batch audits of up to 200 rows where you want two complementary analytical views without building custom analytics code. Not suitable for real-time lookups, predictions, or proposals needing external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:33:33.507Z","isFirstParty":false,"canonicalSlug":"proposal-preparation-iqr-outlier-flags-and-date-by-category-pivot-27c9f9c2"}