{"uid":"cap_pU7gDG2R56g4D8gIFgYkw","slug":"tutoring-sessions-string-normalisation-and-duplicate-key-report-da4f184b","name":"Tutoring Sessions String Normalisation and Duplicate Key Report","description":"Tutoring sessions — String normalisation + Duplicate key report: String normalisation + Duplicate key report 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-16-021?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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}}},"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_Lhhv5HlxL7IT2U40bC_wj","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":"Runs string normalisation and duplicate key detection on up to 200 tutoring session records (session_minutes, session_count), returning two analytical reports.","exampleAgentPrompt":"Can you run a string normalisation and duplicate key report on these tutoring session records? I've got 4 rows with row IDs row-1 through row-4, course groups group-a and group-b, dates from 2026-10-01 to 2026-10-04, session minutes of 10, 20, 15, 30 and session counts of 1, 2, 3, 4.","exampleUseCases":[{"title":"Cleaning tutoring data before import","prompt":"I have a batch of 150 tutoring session records from last semester with course groups and dates that may have inconsistent string formatting. Can you run a string normalisation and duplicate key report on them so I can clean things up before importing into our database?"},{"title":"Auditing duplicate sessions in LMS export","prompt":"Our LMS export has 80 tutoring session rows with fields for row_id, course_group, date, session_minutes, and session_count — can you check this data for duplicate keys and normalise the strings so we can spot any repeated entries?"},{"title":"Validating small tutoring dataset for reporting","prompt":"Here are 12 tutoring session records for group-a and group-b across October. Can you give me a duplicate key report and string normalisation report on them before I hand this off to the analytics team?"}],"resultDescription":"Returns two independent reports: (1) a string normalisation report showing how string fields were standardised across the supplied rows, and (2) a duplicate key report identifying any rows sharing the same key values. Both reports are generated from the supplied data using local analytical engines with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, course_group, date, session_minutes, session_count) cause row-level rejection","Malformed date strings not matching YYYY-MM-DD pattern are rejected","Numeric values outside the allowed range trigger validation errors","Empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you need both string normalisation and duplicate key detection on tutoring session data in a single $0.01 call. Ideal for education analytics pipelines that need lightweight data-quality checks on small-to-medium batches (up to 200 rows) without requiring a full ETL tool or live data connection.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:36:06.135Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-string-normalisation-and-duplicate-key-report-da4f184b"}