{"uid":"cap_KkhTeL-d5u55J2jQZb0UW","slug":"tutoring-sessions-data-quality-audit-deduplication-base-100-index-3-3f14bb5f","name":"Tutoring Sessions Data Quality Audit, Deduplication & Base-100 Index (3-in-1)","description":"Tutoring sessions — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series for supplied tutoring sessions records (session_minutes, session_count). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-education-16-218?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},"field":{"enum":["session_minutes","session_count"],"type":"string","default":"session_minutes"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_rBDf3xydvo5FfozEoRhiO","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 three analytical reports on supplied tutoring session records: a record quality audit, exact row deduplication, and a base-100 index series for session_minutes or session_count.","exampleAgentPrompt":"Can you audit the quality of my tutoring session data, deduplicate exact rows, and produce a base-100 index for session_minutes starting from row index 0? Here are up to 200 rows with row_id, course_group, date, session_minutes, and session_count fields.","exampleUseCases":[{"title":"Tutoring Data Integrity Check","prompt":"I have a spreadsheet of tutoring session logs with columns for row_id, course_group, date, session_minutes, and session_count — can you run a quality audit on all 150 rows to flag missing values, invalid dates, or out-of-range numbers, and also pull out any exact duplicate rows?"},{"title":"Base-100 Index for Session Volume Tracking","prompt":"I want to track how our tutoring session_count has changed over time relative to our starting point. Can you take my 80 session records and build a base-100 index series anchored to row index 0 using the session_count field?"},{"title":"Pre-Analysis Data Cleaning for Course Groups","prompt":"Before I do further analysis, I need a full data quality audit, duplicate removal report, and a base-100 index for session_minutes on my tutoring dataset — it has 60 rows covering two course groups, group-a and group-b, each with dates, session_minutes, and session_count."}],"resultDescription":"Returns three independent reports: (1) a record quality audit highlighting null values, format errors, and out-of-range numbers; (2) an exact row deduplication report identifying fully duplicated rows; and (3) a base-100 index series for the chosen field (session_minutes or session_count) relative to the specified base row index. All computed locally with no external lookups.","failureModes":["Rows array is empty or exceeds 200 items — request rejected","Invalid date format (not YYYY-MM-DD) in one or more rows — validation error","base_index out of range for the provided row count — error returned","Missing required fields (row_id, date, course_group) — schema validation failure","Non-numeric values in session_minutes or session_count beyond null — type error"],"whenToPreferThis":"Choose this endpoint when you need a bundled, cost-effective ($0.01 for all three reports) offline analytical pass over up to 200 tutoring session rows — specifically when you want data quality auditing, duplicate detection, and a base-100 indexed series in a single call without any live data lookups or external dependencies. Prefer it over separate audit or deduplication tools when your data is education/tutoring-specific and fits the session_minutes/session_count schema.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:50:47.232Z","isFirstParty":false,"canonicalSlug":"tutoring-sessions-data-quality-audit-deduplication-base-100-index-3-3f14bb5f"}