{"uid":"cap_KlFB7Xec2-JojOORTeaOe","slug":"training-assessments-grouped-numeric-summary-adjacent-row-changes-f03831ef","name":"Training Assessments — Grouped Numeric Summary + Adjacent Row Changes","description":"Training assessments — Grouped numeric summary + Adjacent row changes: Grouped numeric summary + Adjacent row changes 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-11-091?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_gSWjxALQRwydmCevBnHIJ","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 two analytical reports on training assessment data: a grouped numeric summary by course group and an adjacent row changes report for pre/post scores, across up to 200 rows.","exampleAgentPrompt":"Can you run a grouped numeric summary and adjacent row changes report on these training assessment records — I have pre_score and post_score for each row, grouped by course, and I want to analyze the pre_score field across up to 50 rows?","exampleUseCases":[{"title":"Corporate training cohort performance review","prompt":"I have assessment results for our Q3 training program — each row has a row ID, course group, date, pre_score, and post_score. Can you give me a grouped numeric summary and adjacent row changes for the post_score field across all 120 records?"},{"title":"E-learning platform score progression analysis","prompt":"We ran a series of quizzes across three course groups and I need to see both the numeric summary grouped by course and how scores shifted row by row — can you analyze the pre_score field for these 85 training assessment entries?"},{"title":"Compliance training effectiveness reporting","prompt":"Here are 60 training assessment rows with pre and post scores for our compliance modules. Can you produce a grouped numeric summary and adjacent row changes report so I can see how each course group performed on the pre_score measure?"}],"resultDescription":"Two analytical reports: (1) a grouped numeric summary aggregating pre_score or post_score statistics (e.g. mean, min, max, count) broken down by course_group, and (2) an adjacent row changes report showing sequential deltas between consecutive rows for the selected score field — all computed locally on the supplied data, no external lookups.","failureModes":["More than 200 rows submitted — request rejected","Missing required fields (row_id, course_group, date, pre_score, post_score) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","field value not in enum [pre_score, post_score] — rejected","Score values outside allowed numeric range — validation error","Empty rows array — minItems violation"],"whenToPreferThis":"Choose this endpoint when you have training assessment data with pre/post scores grouped by course and need both a grouped aggregate summary and sequential row-to-row change analysis in a single low-cost call. Ideal for education analytics pipelines, L&D dashboards, or compliance training reporting where you supply your own data and want two complementary statistical views without external data lookups or ML predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:51:41.709Z","isFirstParty":false,"canonicalSlug":"training-assessments-grouped-numeric-summary-adjacent-row-changes-f03831ef"}