{"uid":"cap_Hsb8c0a_OgVZwtstvpRk8","slug":"peer-feedback-data-cleaner-exact-row-deduplication-numeric-row-ordering-66aef5e9","name":"Peer Feedback Data Cleaner — Exact Row Deduplication + Numeric Row Ordering","description":"Peer feedback — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering for supplied peer feedback records (review_count, actioned_comments). 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-23-042?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","review_count","actioned_comments"],"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},"review_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"actioned_comments":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","review_count":10,"actioned_comments":1},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","review_count":20,"actioned_comments":2},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","review_count":15,"actioned_comments":3},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","review_count":30,"actioned_comments":4}],"maxItems":200,"minItems":1},"field":{"enum":["review_count","actioned_comments"],"type":"string","default":"review_count"}}},"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_u7NRSnnDeVpvx_sJIXesj","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 and numerically orders peer feedback records (review_count, actioned_comments) across up to 200 rows, returning 2 analytical reports.","exampleAgentPrompt":"Can you deduplicate and numerically sort my peer feedback records — I've got rows with course_group, date, review_count, and actioned_comments (up to 50 rows) — and give me both analytical reports on the review_count field?","exampleUseCases":[{"title":"Cleaning duplicate course feedback submissions","prompt":"I have a batch of peer feedback records for my online course groups with some exact duplicate rows mixed in — can you deduplicate them and then sort by review_count so I get clean, ordered data with both reports?"},{"title":"Ordering actioned comments by numeric value","prompt":"I need my peer feedback dataset sorted numerically by actioned_comments and any exact duplicate rows removed — I have about 80 rows across two course groups, can you run both reports on that field?"},{"title":"Auditing review counts across course groups","prompt":"Can you clean up my peer feedback data by removing exact duplicate entries and ordering the rows numerically by review_count? I have around 120 rows with course_group labels and dates from late 2026, and I need both of the standard reports."}],"resultDescription":"Returns 2 independent analytical reports: one covering exact row deduplication results (identifying and removing exact duplicate rows) and one covering numeric row ordering of the supplied peer feedback records, based on the chosen field (review_count or actioned_comments). No external lookups or predictions are performed; all processing is local.","failureModes":["Exceeding 200 rows causes a rejection or truncation","Missing required fields (row_id, course_group, date, review_count, actioned_comments) causes validation failure","Invalid date format (not YYYY-MM-DD) triggers a pattern mismatch error","Numeric values outside allowed range cause schema rejection","Empty rows array returns an error","Payment not processed results in 402 response with no data returned"],"whenToPreferThis":"Choose this endpoint when you need to quickly deduplicate and numerically order a small-to-medium peer feedback dataset (up to 200 rows) without external lookups, predictions, or professional assessment. It is especially useful in education analytics pipelines where review_count and actioned_comments data may have duplicate submissions and need ordered output. Prefer it when you need exactly two local analytical reports at low cost ($0.01 USDC) and your data fits the schema with row_id, course_group, date, and numeric metric fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T12:43:56.014Z","isFirstParty":false,"canonicalSlug":"peer-feedback-data-cleaner-exact-row-deduplication-numeric-row-ordering-66aef5e9"}