{"uid":"cap_yGQNvYYDdcJdRbECm5iTj","slug":"training-attendance-category-frequencies-c6e0b192","name":"Training Attendance Category Frequencies","description":"Training attendance - Category frequencies: Category frequencies for Training attendance. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded category frequencies deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-training-attendance-category-counts?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course","date","attendees","completions"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"course":{"type":"string","default":"","maxLength":80},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"attendees":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completions":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","course":"group-a","row_id":"row-1","attendees":10,"completions":1},{"date":"2026-10-02","course":"group-b","row_id":"row-2","attendees":20,"completions":2},{"date":"2026-10-03","course":"group-a","row_id":"row-3","attendees":15,"completions":3},{"date":"2026-10-04","course":"group-b","row_id":"row-4","attendees":30,"completions":4}],"maxItems":200,"minItems":1}}},"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_JMNjJ0RxM7hY4kCYw60L3","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":"Counts how many times each course category appears across up to 200 training attendance records, returning category frequency distributions.","exampleAgentPrompt":"Can you count how many times each course appears in my training attendance records? I have 4 sessions: row-1 on 2026-10-01 for group-a with 10 attendees and 1 completion, row-2 on 2026-10-02 for group-b with 20 attendees and 2 completions, row-3 on 2026-10-03 for group-a with 15 attendees and 3 completions, and row-4 on 2026-10-04 for group-b with 30 attendees and 4 completions.","exampleUseCases":[{"title":"Course popularity ranking for HR dashboard","prompt":"I have 50 training attendance records across different course categories — can you count how many sessions occurred for each course so I can see which programs are most frequently scheduled? Here are the rows with row IDs, course names like 'onboarding' and 'compliance', dates, attendee counts, and completion numbers."},{"title":"Compliance training audit by category","prompt":"We ran compliance training sessions this quarter and I need to know how many times each compliance course category appears in our attendance log — can you tally up the category frequencies from these 120 records with fields for row_id, course, date, attendees, and completions?"},{"title":"L&D team course scheduling analysis","prompt":"Our learning and development team wants to see which course types we've been running most often. Can you count how many attendance records fall under each course category for these 80 entries covering courses like 'leadership', 'technical-skills', and 'soft-skills' with dates and attendee data?"}],"resultDescription":"A frequency table showing how many records exist per course category across the submitted training attendance rows, computed locally from the supplied data with no external enrichment.","failureModes":["Empty rows array or missing required fields (row_id, course, date, attendees, completions) returns a validation error","More than 200 rows submitted exceeds the maxItems limit and is rejected","Invalid date format (not YYYY-MM-DD pattern) causes schema validation failure","Numeric fields (attendees, completions) out of allowed range trigger boundary errors","Malformed JSON or missing rows property returns a bad request error"],"whenToPreferThis":"Choose this endpoint when you need a quick, low-cost category frequency count over a batch of up to 200 training attendance records without requiring external data enrichment, forecasting, or statistical modeling. It is ideal for HR analytics pipelines, L&D dashboards, or compliance audits where course occurrence counts are the primary output needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T13:07:45.847Z","isFirstParty":false,"canonicalSlug":"training-attendance-category-frequencies-c6e0b192"}