{"uid":"cap_l76-lGcfOHOmQqhu4Ih1l","slug":"training-assessments-exact-row-deduplication-daily-sum-series-88194ea0","name":"Training Assessments — Exact Row Deduplication + Daily Sum Series","description":"Training assessments — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum series for supplied training assessments records (pre_score, post_score). 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-11-044?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","pre_score","post_score"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"pre_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"post_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"course_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","pre_score":10,"post_score":1,"course_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","pre_score":20,"post_score":2,"course_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","pre_score":15,"post_score":3,"course_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","pre_score":30,"post_score":4,"course_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["pre_score","post_score"],"type":"string","default":"pre_score"}}},"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_HPe3wmmorfH1TZk9smGSc","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":"Deduplicates training assessment rows exactly and computes daily sum time series for pre_score or post_score fields across up to 200 records.","exampleAgentPrompt":"Can you deduplicate these training assessment records and give me a daily sum series for pre_score? I have up to 50 rows with fields row_id, course_group, date, pre_score, and post_score — here's the data.","exampleUseCases":[{"title":"Cleaning duplicate e-learning records","prompt":"I've exported our LMS assessment logs and there are definitely duplicate entries mixed in. Can you run exact row deduplication on these training records and also give me a daily sum of post_score by date? There are about 120 rows with row_id, course_group, date, pre_score, and post_score."},{"title":"Daily score trend for corporate training","prompt":"We ran a multi-week corporate training program and I need to see how pre_score totals changed day by day. Can you deduplicate the assessment rows first and then produce a daily sum series for pre_score? Here are the records — around 80 rows."},{"title":"Audit course group assessment data","prompt":"I need to audit our training assessment dataset for exact duplicate records and also see a daily sum breakdown of post_score across all course groups. The dataset has about 150 rows with dates, row IDs, course groups, and pre/post scores."}],"resultDescription":"Returns two reports: (1) an exact row deduplication report identifying and removing duplicate records from the supplied training assessment data, and (2) a daily sum time series aggregating the selected score field (pre_score or post_score) by date — both computed locally without any external lookup or live data.","failureModes":["More than 200 rows submitted — exceeds maxItems limit","Missing required fields (row_id, course_group, date, pre_score, post_score) causes validation error","Invalid date format (not YYYY-MM-DD) rejected by pattern constraint","Invalid field selector (must be 'pre_score' or 'post_score')","Empty rows array (minItems: 1 not satisfied)"],"whenToPreferThis":"Choose this endpoint when you have training assessment tabular data (up to 200 rows) and need both exact duplicate detection and a daily sum time series in a single paid call. It is ideal for education/training analytics pipelines where data quality (deduplication) and temporal aggregation (daily sums) are needed together without external API dependencies or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T06:47:24.555Z","isFirstParty":false,"canonicalSlug":"training-assessments-exact-row-deduplication-daily-sum-series-88194ea0"}