{"uid":"cap_XrXNYYtsHD3lMLqvYcSEx","slug":"training-assessments-category-frequencies-daily-sum-series-647c39ee","name":"Training Assessments — Category Frequencies + Daily Sum Series","description":"Training assessments — Category frequencies + Daily sum series: Category frequencies + Daily sum 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-11-102?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_DrJN5WxtM3U9zyeGbLyDZ","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":"Computes category-level score frequencies and a daily sum time series from submitted training assessment records (pre_score and post_score fields) for up to 200 rows.","exampleAgentPrompt":"Analyze these 50 training assessment records — each has a row_id, course_group, date, pre_score, and post_score — and give me both the category frequency breakdown and the daily sum series for the post_score field.","exampleUseCases":[{"title":"Course group score distribution report","prompt":"I have training data for 120 employees across three course groups from last quarter. Can you compute the category frequency breakdown and daily sum series for their pre_score values so I can see how scores were distributed across groups and how they trended day by day?"},{"title":"Post-training effectiveness daily trend","prompt":"Here are 80 rows of training assessment results with dates, course groups, pre_score and post_score for each participant — run the category frequency and daily sum analysis on the post_score field so I can see how scores accumulated over the training period."},{"title":"Compliance training analytics summary","prompt":"We ran a compliance training program over the past month and I have the assessment records for 150 participants. Generate the category frequencies and daily sum time series for the pre_score field so I can report on score distributions and daily progress to management."}],"resultDescription":"Returns two independent analytical reports: (1) a category frequency table showing how score values are distributed across course groups, and (2) a daily sum series showing the aggregate of the selected score field (pre_score or post_score) summed by date. Both reports are computed locally from the supplied rows with no external lookups.","failureModes":["Exceeds 200-row limit — request rejected; must batch input to ≤200 rows","Missing required fields (row_id, course_group, date, pre_score, or post_score) cause validation errors","Date strings not matching YYYY-MM-DD pattern fail schema validation","Invalid field enum value (not 'pre_score' or 'post_score') causes rejection","Empty rows array returns error","All-null score values for selected field may produce empty or degenerate output"],"whenToPreferThis":"Choose this endpoint when you have a batch of up to 200 training assessment records and need both a categorical frequency distribution and a daily aggregated time series for either pre_score or post_score in a single low-cost call. It is ideal for offline/batch analytics on supplied data where no live data lookup, prediction, or external enrichment is needed. It is not appropriate for real-time scoring, live LMS integrations, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:51:40.315Z","isFirstParty":false,"canonicalSlug":"training-assessments-category-frequencies-daily-sum-series-647c39ee"}