{"uid":"cap_nCvcdqZR-NRxXFWlJS2RX","slug":"training-assessments-base-100-series-keyed-dataset-comparison-1841af3b","name":"Training Assessments — Base-100 Series + Keyed Dataset Comparison","description":"Training assessments — Base-100 series + Keyed dataset comparison: Base-100 series + 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-11-168?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},"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_SRdHdH0TuxzVVUG-zhQZa","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 local analytical reports on training assessment records (pre/post scores): a Base-100 indexed series and a keyed dataset comparison, for up to 200 rows per call.","exampleAgentPrompt":"I have two sets of training assessment records (up to 200 rows each, with row IDs, course groups, dates, and pre/post scores) — can you run a base-100 series and a keyed dataset comparison between them, using post_score as the key field?","exampleUseCases":[{"title":"Pre/post score gain analysis across cohorts","prompt":"I've got training assessment records for two cohorts — Group A and Group B — each with pre_score and post_score across dates in October 2026. Can you run both a base-100 series and a keyed dataset comparison on post_score so I can see how each group's performance changed?"},{"title":"Benchmarking two training program datasets","prompt":"We ran the same training program in two different quarters and I have both datasets, each with up to 150 rows of course group, date, pre_score, and post_score. Please compare them with a keyed dataset comparison and a base-100 indexed series on pre_score so I can benchmark the two programs."},{"title":"Tracking learning improvement over time","prompt":"Here are our learner assessment records from the past month — row IDs, course groups, dates, and both pre and post scores for about 80 participants. Can you produce a base-100 series and a keyed comparison using post_score to show how much improvement happened over the period?"}],"resultDescription":"Returns two analytical reports computed locally from the supplied data: (1) a Base-100 indexed series showing relative score movements normalized to a base of 100, and (2) a keyed dataset comparison that matches records between the primary and secondary datasets by key and surfaces differences — all scoped to the selected score field (pre_score or post_score) across up to 200 rows.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, course_group, date, pre_score, post_score) causes rejection","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Null scores in required positions may produce incomplete report segments","Payment not included or insufficient USDC causes 402 Payment Required","Mismatched row_id keys between primary and comparison datasets may yield empty comparison results"],"whenToPreferThis":"Choose this endpoint when you have structured training assessment data with pre/post scores and need both a base-100 time-indexed series AND a keyed comparison between two datasets in a single $0.01 call — without needing live data lookups, external predictions, or professional evaluation. Ideal for education analytics pipelines comparing cohorts, programs, or time periods on up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T12:52:56.427Z","isFirstParty":false,"canonicalSlug":"training-assessments-base-100-series-keyed-dataset-comparison-1841af3b"}