{"uid":"cap_b_PebZBUbwIuPBehmFRDo","slug":"training-assessments-numeric-row-ordering-keyed-dataset-comparison-a85e63ae","name":"Training Assessments — Numeric Row Ordering + Keyed Dataset Comparison","description":"Training assessments — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + 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-11-123?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}}},"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_p4ocvrPmvLGMtbIT8eWlv","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":"Ranks training assessment records by a numeric score field and compares two datasets of pre/post assessment scores using row keys, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Rank these 50 training assessment records by post_score and compare them against last quarter's dataset — here are both sets of rows with row_id, course_group, date, pre_score, and post_score filled in for each.","exampleUseCases":[{"title":"Compare pre/post scores across cohorts","prompt":"I have two groups of 80 trainees from our onboarding program — can you rank them by post_score and compare the two cohort datasets side by side? I'll give you both sets of records with row_id, course_group, date, pre_score, and post_score."},{"title":"Rank assessment results by pre-training baseline","prompt":"Sort these 120 training assessment records by pre_score so I can see who came in with the strongest baseline knowledge, and then compare them against our control group dataset. Each row has a row_id, course_group, date, pre_score, and post_score."},{"title":"Before and after training effectiveness check","prompt":"I ran a training program in March and again in June — here are both sets of assessment data with up to 150 rows each. Can you rank the June results by post_score and compare the two datasets by row key so I can see what changed?"}],"resultDescription":"Returns two analytical reports: (1) a numeric row ordering of the submitted assessment records ranked by the specified score field (pre_score or post_score), and (2) a keyed dataset comparison that matches rows between the primary and secondary datasets by row_id and reports differences in the score fields. Both reports operate entirely on supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected at maxItems boundary","Missing required fields (row_id, course_group, date, pre_score, post_score) on any row — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure","Mismatched row_ids between primary and comparison datasets — comparison report may show unmatched rows","Null score values for all rows in a field — ordering report may be empty or undefined","Payment not completed via x402 — request blocked before processing"],"whenToPreferThis":"Choose this endpoint when you need both a ranked ordering of training assessment records by a numeric score field AND a side-by-side keyed comparison between two assessment datasets in a single API call. It is purpose-built for education and training analytics on supplied data (up to 200 rows) and costs only $0.01 USDC for both reports together. Prefer this over general-purpose analytics tools when your data is already structured with row_id, course_group, date, pre_score, and post_score fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:50:14.199Z","isFirstParty":false,"canonicalSlug":"training-assessments-numeric-row-ordering-keyed-dataset-comparison-a85e63ae"}