{"uid":"cap_NWxdDgMILOW0hNyIdeMTN","slug":"social-post-observations-duplicate-key-report-explicit-missing-value-188b5643","name":"Social Post Observations — Duplicate Key Report + Explicit Missing-Value Fill","description":"Social post observations — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied social post observations records (impressions, engagement_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-news-13-070?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","impressions","engagement_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"impressions":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"channel_group":{"type":"string","default":"","maxLength":80},"engagement_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","impressions":10,"channel_group":"group-a","engagement_count":1},{"date":"2026-10-02","row_id":"row-2","impressions":20,"channel_group":"group-b","engagement_count":2},{"date":"2026-10-03","row_id":"row-3","impressions":15,"channel_group":"group-a","engagement_count":3},{"date":"2026-10-04","row_id":"row-4","impressions":30,"channel_group":"group-b","engagement_count":4}],"maxItems":200,"minItems":1},"field":{"enum":["impressions","engagement_count"],"type":"string","default":"impressions"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_u0uvAHUj4GuOTGQ8mnTgV","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 up to 200 rows of social post observation data (impressions, engagement_count) to produce a duplicate key report and fill missing values using zero, mean, or median imputation.","exampleAgentPrompt":"Can you check my social post dataset for duplicate row IDs and fill in any missing impressions values using the median — I have about 150 rows with fields like row_id, channel_group, date, impressions, and engagement_count?","exampleUseCases":[{"title":"Clean social campaign metrics before reporting","prompt":"I have 120 rows of social post data with channel_group, date, impressions, and engagement_count — some impressions values are null. Can you find any duplicate row IDs and fill the missing impressions using the mean so my report is clean?"},{"title":"Validate influencer post data for duplicates","prompt":"I just exported engagement data from our influencer posts — about 80 rows. Can you run a duplicate key check on the row_ids and also fill any missing engagement_count values with zero?"},{"title":"Audit paid social ad impressions dataset","prompt":"We have 200 rows of paid social ad observations with impressions and engagement counts. Please generate a duplicate key report and use median imputation to fill any missing impressions values before we import to our dashboard."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying which row_ids appear more than once in the supplied dataset, and (2) an explicit missing-value fill report showing which rows had null values in the specified field (impressions or engagement_count) and what values were substituted using the chosen method (zero, mean, or median). No external data is fetched; all analysis is performed on the supplied rows.","failureModes":["Fewer than 1 row supplied — rejected by minItems constraint","More than 200 rows supplied — rejected by maxItems constraint","row_id field missing or empty — required field validation error","date field in wrong format (not YYYY-MM-DD) — pattern validation error","Invalid method value outside zero/mean/median enum — rejected","Invalid field value outside impressions/engagement_count enum — rejected","Numeric values outside allowed range (-1T to 1T) — rejected"],"whenToPreferThis":"Choose this endpoint when you need both duplicate key detection and missing-value imputation on a single batch of social post observation data (up to 200 rows) in one low-cost call. It is purpose-built for social media metrics with impressions and engagement_count fields. Prefer it over general-purpose data tools when you want a combined two-report output at minimal cost ($0.01 USDC) without requiring any live data lookup, external enrichment, or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:50:03.151Z","isFirstParty":false,"canonicalSlug":"social-post-observations-duplicate-key-report-explicit-missing-value-188b5643"}