{"uid":"cap_ie2haUEh0FKsg8C9iKE8K","slug":"training-assessments-numeric-interval-filter-keyed-dataset-comparison-304d66c6","name":"Training Assessments — Numeric Interval Filter + Keyed Dataset Comparison","description":"Training assessments — Numeric interval filter + Keyed dataset comparison: Numeric interval filter + Keyed dataset comparison 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-11-134?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"pre_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"post_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"course_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","pre_score":10,"post_score":1,"course_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","pre_score":20,"post_score":2,"course_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","pre_score":15,"post_score":3,"course_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","pre_score":30,"post_score":4,"course_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["pre_score","post_score"],"type":"string","default":"pre_score"},"other":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","pre_score","post_score"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"post_score":2,"course_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","pre_score":17,"post_score":3,"course_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","pre_score":33,"post_score":4,"course_group":"group-b"}],"maxItems":200,"minItems":0},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_Z_bgCD_-ItSXqpJPChDh6","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 records: a numeric interval filter on pre/post scores, and a keyed comparison between two supplied datasets, for up to 200 rows.","exampleAgentPrompt":"I have two batches of training assessment records — each with row_id, course_group, date, pre_score, and post_score — and I want two reports: one that filters rows by a numeric interval on the pre_score field, and one that compares the two datasets by key. Can you run both analyses on these up to 200 rows?","exampleUseCases":[{"title":"Pre/post score interval audit for a course cohort","prompt":"Here are 150 training assessment records from our Q3 cohort with pre_score and post_score values. Filter them by a numeric interval on post_score and flag which records fall outside the expected range, grouped by course_group."},{"title":"Cross-cohort training data comparison","prompt":"I have two datasets of training assessments from two different course groups — same row IDs, same date range, but different sessions. Run a keyed comparison between them on the pre_score field so I can see where the scores diverge row by row."},{"title":"Score consistency check before reporting","prompt":"Before I submit our training results report, can you run both an interval filter on pre_score and a keyed dataset comparison between this year's and last year's assessment records? I've got about 80 rows in each batch."}],"resultDescription":"Returns two analytical reports: (1) a numeric interval filter indicating which training assessment rows have pre_score or post_score values falling within or outside specified intervals, and (2) a keyed dataset comparison showing differences between the two supplied datasets matched by row_id. No external data is fetched; all analysis is performed on the supplied data.","failureModes":["Rows exceed 200-item limit — request rejected","Missing required fields (row_id, course_group, date, pre_score, post_score) — validation error","Invalid date format (not YYYY-MM-DD) — schema rejection","Mismatched row_ids between primary and comparison datasets — partial or empty comparison report","Non-numeric values in pre_score or post_score — null handling or error","Payment not fulfilled via x402 protocol — 402 response, no report returned"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously run a numeric range/interval filter AND a keyed comparison between two training assessment datasets in a single paid call. It is purpose-built for education and training data with pre/post score fields and course group segmentation, saving cost by bundling two reports for $0.01 USDC. Prefer it over general-purpose analytics when your data fits the training assessment schema (up to 200 rows, pre_score/post_score, course_group, date).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T12:53:07.556Z","isFirstParty":false,"canonicalSlug":"training-assessments-numeric-interval-filter-keyed-dataset-comparison-304d66c6"}