{"uid":"cap_zSzIz9-Y9XX6-dKpGJUXa","slug":"training-assessments-record-quality-audit-trailing-mean-series-ecd97890","name":"Training Assessments — Record Quality Audit + Trailing Mean Series","description":"Training assessments — Record quality audit + Trailing mean series: Record quality audit + Trailing mean 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-11-010?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_QlJQUrIFJt4pueBF74FhN","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 record quality audit and a trailing mean series over pre_score or post_score values, for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit and trailing mean series on my training assessment data — I have rows with pre_score and post_score fields grouped by course, and I want a window of 5 for the trailing mean on post_score?","exampleUseCases":[{"title":"Pre-training score trend smoothing","prompt":"I've got 150 training assessment records with pre_score and post_score columns and I want to see a trailing mean of pre_score with a window of 3 — can you also audit the records for quality issues like nulls or missing values?"},{"title":"Course group data completeness check","prompt":"Run a record quality audit on my assessment dataset — it has rows for two course groups with dates, pre-scores, and post-scores — I need to know if there are data gaps or quality problems before I report on it."},{"title":"Post-test score rolling average for e-learning","prompt":"I need a trailing mean series with a window of 10 on the post_score field for my e-learning assessment records, plus a quality audit on the same data to flag any bad rows — can you process all 200 rows?"}],"resultDescription":"Two independent analytical reports: (1) a record quality audit flagging completeness, nulls, and data issues across the supplied rows; and (2) a trailing mean series computed over the chosen field (pre_score or post_score) with the specified window size, covering up to 200 rows of training assessment data.","failureModes":["Empty rows array or fewer than 1 row returns an error","More than 200 rows exceeds the per-call limit","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Unrecognized field value outside enum [pre_score, post_score] causes rejection","Window size outside [2, 200] range returns a validation error","All-null scores for the selected field may produce degenerate trailing mean output"],"whenToPreferThis":"Choose this endpoint when you have up to 200 training assessment records with pre_score and post_score fields and need both a data quality audit and a rolling/trailing mean analysis in a single low-cost ($0.01) call. It is ideal for offline, batch-style analysis of supplied data without requiring any live lookups or external data sources. Prefer alternatives if you need more than 200 rows, real-time predictions, or different analytical operations (e.g. histograms, deduplication, or grouped summaries).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:49:52.938Z","isFirstParty":false,"canonicalSlug":"training-assessments-record-quality-audit-trailing-mean-series-ecd97890"}