{"uid":"cap__jid3T5ILmdXmzMocjmsD","slug":"product-feature-telemetry-keyed-dataset-comparison-a73943d2","name":"Product Feature Telemetry — Keyed Dataset Comparison","description":"Product feature telemetry - Keyed dataset comparison: Keyed dataset comparison for Product feature telemetry. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded keyed dataset comparison report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-feature-telemetry-compare?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","feature","date","events","unique_users"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"events":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"feature":{"type":"string","default":"","maxLength":80},"unique_users":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","events":10,"row_id":"row-1","feature":"group-a","unique_users":1},{"date":"2026-10-02","events":20,"row_id":"row-2","feature":"group-b","unique_users":2},{"date":"2026-10-03","events":15,"row_id":"row-3","feature":"group-a","unique_users":3},{"date":"2026-10-04","events":30,"row_id":"row-4","feature":"group-b","unique_users":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","feature","date","events","unique_users"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"events":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"feature":{"type":"string","default":"","maxLength":80},"unique_users":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","events":10,"row_id":"row-1","feature":"group-a","unique_users":1},{"date":"2026-10-02","events":21,"row_id":"row-2","feature":"group-b","unique_users":2},{"date":"2026-10-03","events":17,"row_id":"row-3","feature":"group-a","unique_users":3},{"date":"2026-10-04","events":33,"row_id":"row-4","feature":"group-b","unique_users":4}],"maxItems":200,"minItems":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_Sx0WC1oaFgRwWZwS0Vyyv","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":"Compares two keyed datasets of product feature telemetry records (up to 200 rows each) and returns local descriptive analytics on differences between them.","exampleAgentPrompt":"Compare these two batches of feature telemetry data for me — the first dataset has events and unique_users for features like 'group-a' and 'group-b' across October 2026, and the second dataset has slightly different counts for the same rows — give me a keyed comparison report showing how they differ descriptively.","exampleUseCases":[{"title":"Pre/post release feature usage comparison","prompt":"I have two sets of feature telemetry records from before and after our October release — each with row_id, feature name, date, event counts, and unique users. Can you run a keyed dataset comparison to show me how feature usage changed between the two snapshots?"},{"title":"A/B group feature engagement analysis","prompt":"I've got telemetry for group-a and group-b features across two datasets — same row IDs but different event and unique_user counts. Can you compare the two datasets and give me a descriptive summary of the differences per feature?"},{"title":"QA audit of duplicate telemetry pipelines","prompt":"We have two telemetry pipelines that should produce identical feature data for the same dates and row IDs, but I suspect they diverge. Can you do a keyed dataset comparison on these two sets of up to 200 records to tell me where the counts differ?"}],"resultDescription":"A bounded keyed dataset comparison report containing local descriptive analytics — such as per-feature and per-row difference summaries, count deltas, and statistical summaries — comparing the two supplied datasets. No enrichment or forecasting is included.","failureModes":["rows array empty or missing — minItems:1 required","row objects missing required fields (row_id, feature, date, events, unique_users)","date field not matching YYYY-MM-DD pattern","more than 200 rows supplied to either dataset — maxItems:200 limit","numeric fields outside allowed range (-1e12 to 1e12)","payment not attached or insufficient — x402 protocol required at $0.01 USDC"],"whenToPreferThis":"Choose this endpoint when you need a fast, local descriptive comparison between two structured product feature telemetry datasets keyed by row_id, feature, and date — without needing enrichment, forecasting, or external data. It is ideal for before/after release analysis, A/B group comparisons, or QA audits of parallel telemetry pipelines with up to 200 records per dataset.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T00:47:27.692Z","isFirstParty":false,"canonicalSlug":"product-feature-telemetry-keyed-dataset-comparison-a73943d2"}