{"uid":"cap_5L9rspTG4w6QWwXFckEGc","slug":"museum-footfall-exact-row-deduplication-1cd9516b","name":"Museum Footfall Exact Row Deduplication","description":"Museum footfall - Exact row deduplication: Exact row deduplication for Museum footfall. 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 exact row deduplication report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-museum-footfall-deduplicate?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","exhibit","date","visitors","dwell_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"exhibit":{"type":"string","default":"","maxLength":80},"visitors":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dwell_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","exhibit":"group-a","visitors":10,"dwell_minutes":1},{"date":"2026-10-02","row_id":"row-2","exhibit":"group-b","visitors":20,"dwell_minutes":2},{"date":"2026-10-03","row_id":"row-3","exhibit":"group-a","visitors":15,"dwell_minutes":3},{"date":"2026-10-04","row_id":"row-4","exhibit":"group-b","visitors":30,"dwell_minutes":4}],"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_NVfZLYjogW23c25wJedmq","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":"Identifies and removes exact duplicate rows from museum visitor footfall datasets (up to 200 records) and returns a deduplication report.","exampleAgentPrompt":"Can you deduplicate these museum footfall records for me? I have about 50 rows with fields for exhibit name, date, visitor count, and dwell time — I think there are some exact duplicates and I need a clean report showing which rows were duplicated.","exampleUseCases":[{"title":"Cleaning daily exhibit attendance logs","prompt":"I have 120 daily attendance records for our museum exhibits — each row has an exhibit name, date, visitor count, and dwell time. Can you run exact row deduplication on them and tell me which entries are duplicates so I can clean the dataset before our monthly report?"},{"title":"Auditing imported footfall data for errors","prompt":"We just imported footfall data from three separate ticketing systems and I suspect there are duplicate rows where the same exhibit visit was recorded twice. Can you check up to 200 of these rows — each has a row ID, exhibit, date, visitors, and dwell minutes — and give me a deduplication report?"},{"title":"Pre-analysis data quality check","prompt":"Before I run analytics on our museum visitor data, I need to make sure there are no exact duplicate rows. I have 80 records with exhibit name, date, visitor count, and average dwell time per exhibit — can you deduplicate them and show me what was removed?"}],"resultDescription":"A bounded deduplication report listing which rows are exact duplicates, the count of unique versus duplicate rows, and the cleaned set of distinct records from the submitted museum footfall data.","failureModes":["Input array is empty (minItems:1 violated) — returns validation error","More than 200 rows submitted (maxItems:200 exceeded) — returns error","Row missing required fields (row_id, exhibit, date, visitors, dwell_minutes) — returns schema validation error","Invalid date format not matching YYYY-MM-DD pattern — returns validation error","row_id exceeds 80 characters — returns validation error"],"whenToPreferThis":"Choose this endpoint when you need to clean a museum footfall dataset by eliminating exact duplicate rows before performing analytics or reporting. It is purpose-built for the museum visitor context with typed fields (exhibit, date, visitors, dwell_minutes) and supports up to 200 records per call. Prefer this over generic deduplication tools when your data is in the expected museum footfall schema and you need a bounded, cost-predictable report at $0.01 per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:17:05.947Z","isFirstParty":false,"canonicalSlug":"museum-footfall-exact-row-deduplication-1cd9516b"}