{"uid":"cap_J2C5o6TB8WRv_mQrKO1Wz","slug":"tutoring-sessions-duplicate-key-report-equal-width-histogram-cfec9057","name":"Tutoring Sessions Duplicate Key Report + Equal-Width Histogram","description":"Tutoring sessions — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied tutoring sessions records (session_minutes, session_count). 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-16-064?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","course_group","date","session_minutes","session_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"session_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"session_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","session_count":1,"session_minutes":10},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","session_count":2,"session_minutes":20},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","session_count":3,"session_minutes":15},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","session_count":4,"session_minutes":30}],"maxItems":200,"minItems":1},"field":{"enum":["session_minutes","session_count"],"type":"string","default":"session_minutes"}}},"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_W9D0ntYNxyeGHqyD5e_hu","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 tutoring session records (up to 200 rows) to produce a duplicate key report and an equal-width histogram for session_minutes or session_count.","exampleAgentPrompt":"I have 150 tutoring session records with fields like row_id, course_group, date, session_minutes, and session_count — can you run a duplicate key report and build a 10-bin equal-width histogram on session_minutes for me?","exampleUseCases":[{"title":"Audit tutoring data for duplicate entries","prompt":"I've got a CSV of 120 tutoring sessions with row IDs, course groups, dates, session_minutes, and session_count — can you check it for any duplicate key collisions and show me which rows are duplicated?"},{"title":"Histogram of session durations for curriculum review","prompt":"Here are 80 tutoring session records. Can you create a 7-bin equal-width histogram on session_minutes so I can see how session lengths are distributed across our courses?"},{"title":"Data quality check before reporting","prompt":"Before I submit my tutoring analytics report, can you run a duplicate key report and a 5-bin histogram on session_count for these 200 session rows to make sure the data looks clean?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying which row_id values appear more than once and how many times, and (2) an equal-width histogram for the chosen numeric field (session_minutes or session_count) divided into the specified number of bins, including bin boundaries and row counts per bin.","failureModes":["Exceeding 200 rows returns a validation error","Invalid date format (not YYYY-MM-DD) causes schema rejection","Missing required fields (row_id, session_minutes, session_count, etc.) results in a 400 error","Bins value outside 1–30 range fails validation","Null-only numeric fields may produce empty histogram bins","Payment not fulfilled causes HTTP 402 response"],"whenToPreferThis":"Choose this endpoint when you have tutoring session tabular data (up to 200 rows) and need both a duplicate key audit and a numeric frequency histogram in a single call without any external lookups, live data, or predictions. It is ideal for lightweight, offline-style data quality and distribution checks on education session datasets at very low cost ($0.01 USDC for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:54:17.957Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-duplicate-key-report-equal-width-histogram-cfec9057"}