{"uid":"cap_uhVg8w-8M96D_2k_8tGX3","slug":"thesis-milestones-data-quality-analysis-suite-64e03bcd","name":"Thesis Milestones Data Quality & Analysis Suite","description":"Thesis milestones — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied thesis milestones records (completed_milestones, planned_milestones). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-education-21-218?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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":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_ImPIqYZkpx7DKe1rABasC","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 three analytical reports on thesis milestone records: record quality audit, exact row deduplication, and base-100 index series — all locally, with no external lookups.","exampleAgentPrompt":"Can you run a quality audit, exact deduplication check, and base-100 index series on my thesis milestone data — I have rows with row_id, course_group, date, completed_milestones, and planned_milestones fields, and I want the index built on completed_milestones starting from row index 0?","exampleUseCases":[{"title":"Thesis milestone data cleanup","prompt":"I've got up to 150 rows of thesis milestone records with columns for row_id, course_group, date, completed_milestones, and planned_milestones — can you run a quality audit and deduplication check on them and also give me a base-100 series for completed_milestones starting from index 0?"},{"title":"Planned milestones trend indexing","prompt":"I want to see a base-100 normalized series for my planned_milestones data across different course groups, starting from row index 2 — can you also flag any duplicate rows or quality issues in my milestone records at the same time?"},{"title":"Academic progress data validation","prompt":"Before I submit my thesis progress report, can you audit the quality of my milestone dataset, remove any exact duplicate rows, and generate a base-100 index series on completed_milestones from row 0? I have about 80 rows covering multiple course groups."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging missing, null, or malformed values across the milestone fields; (2) an exact row deduplication report identifying and removing identical rows; and (3) a base-100 indexed series for the selected numeric field (completed_milestones or planned_milestones) anchored to the specified base row index. All computed locally with no external calls.","failureModes":["Input array exceeds 200 rows — request rejected","row_id missing or empty string — validation error","date field does not match YYYY-MM-DD pattern — schema rejection","base_index out of range (0–199) — parameter error","All rows are null for selected field — base-100 series may be undefined or empty","Malformed JSON body — 400 error"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations — quality audit, deduplication, and base-100 normalization — on thesis or academic milestone data (completed_milestones, planned_milestones) in a single low-cost call. It is ideal for offline/batch data validation pipelines where no live prediction, external lookup, or professional assessment is needed. At $0.01 USDC for all three reports on up to 200 rows, it is highly cost-efficient for education analytics workflows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:32:31.877Z","isFirstParty":false,"canonicalSlug":"thesis-milestones-data-quality-analysis-suite-64e03bcd"}