{"uid":"cap_VxXeZIFyB9ZyvoLiE5txN","slug":"thesis-milestones-string-normalisation-exact-row-deduplication-8815d014","name":"Thesis Milestones — String Normalisation + Exact Row Deduplication","description":"Thesis milestones — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication 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-21-020?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}}},"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_bzBhFPO_caXpqqryl8iwM","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":"Normalises text fields and removes exact duplicate rows from thesis milestone records (completed_milestones, planned_milestones) for up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"Can you clean up my thesis milestone records — I have about 50 rows with course groups like 'group-a' and 'group-b', dates, and counts for completed and planned milestones — normalise the string fields and remove any exact duplicate rows, then give me the two reports?","exampleUseCases":[{"title":"Thesis progress data cleanup","prompt":"I've got 120 thesis milestone rows with messy string formatting in the course_group field and some exact duplicates — can you normalise all the text and deduplicate the rows, then show me what changed?"},{"title":"Pre-analysis deduplication for research milestones","prompt":"Before I run my analysis, can you take these 80 thesis milestone records across group-a and group-b and clean them up by normalising the strings and stripping out any exact duplicate rows?"},{"title":"Audit course group consistency in milestone data","prompt":"I need a data quality report on my thesis milestones dataset — about 30 rows with completed and planned milestone counts — please normalise the course group labels and flag any duplicate rows."}],"resultDescription":"Returns two independent analytical reports covering: (1) string normalisation outcomes for text fields (e.g. course_group), and (2) exact row deduplication results identifying and removing identical rows — all computed locally against the supplied data with no external lookups.","failureModes":["More than 200 rows supplied — request will be rejected or truncated","Missing required fields (row_id, date, completed_milestones, planned_milestones) cause row-level errors","Invalid date format (not YYYY-MM-DD) triggers validation failure","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) rejected","Empty rows array returns an error","Payment of 0.01 USDC not fulfilled via x402 protocol blocks execution"],"whenToPreferThis":"Choose this endpoint when you have thesis milestone data (up to 200 rows) that needs both string normalisation and exact row deduplication in a single, low-cost call. It is ideal for education or academic research pipelines where course group labels may have inconsistent formatting and duplicate records need to be removed before reporting or analysis. Prefer it over general-purpose data cleaning tools when you specifically need these two operations applied to thesis milestone schemas (completed_milestones, planned_milestones) without any live lookups or external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:52:09.690Z","isFirstParty":false,"canonicalSlug":"thesis-milestones-string-normalisation-exact-row-deduplication-8815d014"}