{"uid":"cap_ktiuYLGJZn1i7TitRi-MD","slug":"tutoring-sessions-exact-row-deduplication-equal-width-histogram-0cc5975e","name":"Tutoring Sessions — Exact Row Deduplication + Equal-Width Histogram","description":"Tutoring sessions — Exact row deduplication + Equal-width histogram: Exact row deduplication + 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-16-048?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_Bk-hG7igr4-rmoWe6HOO2","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":"Deduplicates exact rows and generates an equal-width histogram for tutoring session data (session_minutes or session_count) across up to 200 records.","exampleAgentPrompt":"Can you deduplicate my tutoring session records and generate a 10-bin equal-width histogram for session_minutes? I have about 80 rows covering course groups like 'Math 101' and 'English 202' with dates in 2025.","exampleUseCases":[{"title":"Tutoring data quality audit","prompt":"I have 150 tutoring session records with fields for date, course_group, session_minutes, and session_count — can you find and remove any exact duplicate rows and show me the results?"},{"title":"Session duration distribution analysis","prompt":"Run a 5-bin equal-width histogram on the session_minutes field from my tutoring dataset — I want to see how session lengths are distributed across about 120 rows."},{"title":"Session count frequency for curriculum review","prompt":"I need a histogram with 8 bins for session_count across my tutoring records for groups like 'STEM-A' and 'Humanities-B' — and also deduplicate the rows first so I know the data is clean."}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying and removing fully duplicate rows from the submitted tutoring session records, and (2) an equal-width histogram breaking the selected numeric field (session_minutes or session_count) into the specified number of bins with frequency counts per bin. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Rows exceeding 200 items are rejected (maxItems constraint)","Missing required fields (row_id, course_group, date, session_minutes, session_count) cause validation errors","Invalid date format (non-YYYY-MM-DD) triggers pattern mismatch error","Bin count outside 1–30 range is rejected","Null numeric values may reduce histogram accuracy","Submitting zero rows or an empty array fails minItems constraint"],"whenToPreferThis":"Choose this endpoint when you have tutoring session tabular data (up to 200 rows) and need two specific analytical operations — exact duplicate row removal and an equal-width histogram of a numeric field — bundled into a single low-cost call. It is ideal for education analytics pipelines doing data quality checks before further processing, or for quick exploratory distribution analysis of session duration or count data without needing a full analytics platform.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T13:06:49.514Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-exact-row-deduplication-equal-width-histogram-0cc5975e"}