{"uid":"cap_FkweEhxxzNzLXWTl7bUc4","slug":"training-compliance-adjacent-row-changes-equal-width-histogram-d20da47b","name":"Training Compliance — Adjacent Row Changes + Equal-Width Histogram","description":"Training compliance — Adjacent row changes + Equal-width histogram: Adjacent row changes + Equal-width histogram for supplied training compliance records (completed_courses, assigned_courses). 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-operations-10-156?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_courses","assigned_courses"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"assigned_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","assigned_courses":1,"completed_courses":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","assigned_courses":2,"completed_courses":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","assigned_courses":3,"completed_courses":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","assigned_courses":4,"completed_courses":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_courses","assigned_courses"],"type":"string","default":"completed_courses"}}},"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_C2gLgxgASMbqOwG-Hss8K","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":"Analyzes training compliance data (completed_courses, assigned_courses) by computing adjacent row changes and an equal-width histogram, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Analyze this training compliance dataset — 4 rows with completed_courses and assigned_courses per team group — and give me both a row-by-row change report and a 5-bin equal-width histogram for completed_courses.","exampleUseCases":[{"title":"Weekly compliance trend review","prompt":"I have 50 training compliance records for this week across our team groups — can you run the adjacent row changes and a 10-bin histogram on completed_courses so I can see how completions are shifting day to day?"},{"title":"Course assignment distribution audit","prompt":"Can you analyze these 120 records of assigned_courses data and produce both a row-over-row difference report and an equal-width histogram with 8 bins so I can see where course assignments are clustering?"},{"title":"Team training gap analysis","prompt":"Here are 80 compliance records for groups A and B with completed and assigned course counts — please compute adjacent row changes and a 5-bin histogram on assigned_courses so I can spot where the gaps are biggest."}],"resultDescription":"Two analytical reports: (1) an adjacent row changes report showing the delta in the selected field (completed_courses or assigned_courses) between consecutive rows, and (2) an equal-width histogram breaking the selected field's values into the specified number of bins with frequency counts — all computed locally from the supplied data, no external lookups.","failureModes":["More than 200 rows submitted — endpoint rejects or truncates input","Invalid date format (not YYYY-MM-DD) causes row validation failure","bins parameter outside 1–30 range causes rejection","Missing required fields (row_id, date, completed_courses, assigned_courses) causes row-level errors","Null values in numeric fields may affect change calculations","All-null column produces degenerate histogram with no meaningful bins"],"whenToPreferThis":"Choose this endpoint when you have up to 200 training compliance records and need both a sequential change analysis and a frequency distribution in a single low-cost call ($0.01 USDC). It is ideal for HR analytics pipelines, LMS reporting, or compliance dashboards where you want row-over-row deltas alongside a histogram without building custom analytics code. Prefer alternatives if you need predictions, external data lookups, more than 200 rows, or a different pair of analytical reports.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:48.775Z","isFirstParty":false,"canonicalSlug":"training-compliance-adjacent-row-changes-equal-width-histogram-d20da47b"}