{"uid":"cap_iKCh7hPgBN1UnKYpIT98Q","slug":"thesis-milestones-string-normalisation-secondary-measure-weighted-mean-784c40cd","name":"Thesis Milestones — String Normalisation + Secondary-Measure Weighted Mean","description":"Thesis milestones — String normalisation + Secondary-measure weighted mean: String normalisation + Secondary-measure weighted mean for supplied thesis milestones records (completed_milestones, planned_milestones). 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-education-21-034?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","completed_milestones","planned_milestones"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"planned_milestones":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_milestones":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","planned_milestones":1,"completed_milestones":10},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","planned_milestones":2,"completed_milestones":20},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","planned_milestones":3,"completed_milestones":15},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","planned_milestones":4,"completed_milestones":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_milestones","planned_milestones"],"type":"string","default":"completed_milestones"}}},"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_BuWaY7kEtm51KaJgK2cIt","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":"Performs string normalisation and secondary-measure weighted mean analysis on thesis milestone records (completed_milestones, planned_milestones) for up to 200 rows, producing 2 independent analytical reports.","exampleAgentPrompt":"Run string normalisation and a secondary-measure weighted mean on my thesis milestone data — I have 4 rows for groups A and B with completed_milestones values of 10, 20, 15, and 30 and planned_milestones of 1, 2, 3, and 4 — focus the weighted mean on completed_milestones and give me both reports.","exampleUseCases":[{"title":"Thesis progress dashboard analytics","prompt":"I have a semester's worth of thesis milestone records — 50 rows with course groups, dates, and both completed and planned milestone counts. Can you run string normalisation plus a weighted mean on the completed_milestones field and give me the two analytical reports?"},{"title":"Comparing planned vs completed milestone rates","prompt":"Normalise my thesis milestone dataset and compute a secondary-measure weighted mean on the planned_milestones field. I've got 120 rows split across three course groups with dates ranging from 2025-01-01 to 2025-06-30."},{"title":"Academic reporting for small cohort","prompt":"I only have 8 thesis milestone rows — two groups, group-alpha and group-beta — with completed and planned values. Please apply string normalisation and a weighted mean analysis targeting completed_milestones and return both reports."}],"resultDescription":"Two independent analytical reports per call: (1) string-normalised output for the milestone records, and (2) a secondary-measure weighted mean computed over the selected field (completed_milestones or planned_milestones), across up to 200 input rows grouped by course_group and date.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, date, course_group, completed_milestones, planned_milestones) cause validation errors","Invalid date format (must match YYYY-MM-DD pattern) returns a schema validation error","Null values in the selected field may affect weighted mean computation","Field enum value not in ['completed_milestones','planned_milestones'] causes a validation error","Payment of 0.01 USDC not provided or failing x402 protocol results in a 402 response"],"whenToPreferThis":"Choose this endpoint when you need both string normalisation and a weighted mean statistical summary for thesis or academic milestone data in a single call. It is purpose-built for education-domain tabular data with completed and planned milestone columns, and returns two distinct reports per call at a low flat price. Prefer it over generic analytics tools when your data fits the thesis milestones schema and you want pre-packaged, reproducible local computation without external model inference or live lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:50:45.637Z","isFirstParty":false,"canonicalSlug":"thesis-milestones-string-normalisation-secondary-measure-weighted-mean-784c40cd"}