{"uid":"cap_2mm12ew6kM2Es87xbqdKt","slug":"duplicate-observations-analytics-base-100-series-equal-width-histogram-4e8cfbee","name":"Duplicate Observations Analytics: Base-100 Series + Equal-Width Histogram","description":"Duplicate observations — Base-100 series + Equal-width histogram: Base-100 series + Equal-width histogram for supplied duplicate observations records (duplicate_rows, total_rows). 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-analytics-04-163?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","duplicate_rows","total_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"duplicate_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rows":1,"dataset_group":"group-a","duplicate_rows":10},{"date":"2026-10-02","row_id":"row-2","total_rows":2,"dataset_group":"group-b","duplicate_rows":20},{"date":"2026-10-03","row_id":"row-3","total_rows":3,"dataset_group":"group-a","duplicate_rows":15},{"date":"2026-10-04","row_id":"row-4","total_rows":4,"dataset_group":"group-b","duplicate_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["duplicate_rows","total_rows"],"type":"string","default":"duplicate_rows"},"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_T2Yvy8VNvtUTJHpLbjHKw","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":"Generates a Base-100 indexed time series and an equal-width histogram for supplied duplicate observation records (duplicate_rows, total_rows) using local analytical engines.","exampleAgentPrompt":"Analyze these duplicate observation records for the 'inventory' dataset — 4 rows from 2026-10-01 to 2026-10-04 with duplicate_rows values of 10, 20, 15, 30 and total_rows of 1, 2, 3, 4 — and give me both a base-100 indexed series starting from the first row and an equal-width histogram with 5 bins for the duplicate_rows field.","exampleUseCases":[{"title":"Data Quality Trend Monitoring","prompt":"I have 50 rows of duplicate observation records across two dataset groups from the past two months. Can you index the duplicate_rows field to base-100 starting at row 0 and also show me a 10-bin histogram so I can see how duplicates are distributed?"},{"title":"Baseline Comparison for Deduplication Audit","prompt":"Run a base-100 series and a 7-bin equal-width histogram on these 120 records tracking total_rows across multiple dataset groups — use total_rows as the field and set the base index to row 0 so I can benchmark against the starting point."},{"title":"Histogram Bin Analysis for Duplicate Spikes","prompt":"Take my 30 duplicate observation records dated between 2026-09-01 and 2026-09-30, use the duplicate_rows field, and generate a base-100 series plus a 5-bin histogram so I can spot which bins have the most frequent duplicate spikes."}],"resultDescription":"Returns two independent analytical reports: (1) a Base-100 indexed series that normalizes the selected field (duplicate_rows or total_rows) relative to a chosen baseline row, and (2) an equal-width histogram showing the frequency distribution of that field across a configurable number of bins. Both reports are computed locally from the supplied row data without any external lookups or predictions.","failureModes":["Empty or missing rows array returns a validation error","Row count exceeding 200 items is rejected","Invalid date format (non-YYYY-MM-DD) causes schema validation failure","base_index value pointing beyond the last row index causes an out-of-range error","bins value outside 1–30 is rejected","null values in duplicate_rows or total_rows may affect histogram bin computation","Missing required row fields (row_id, dataset_group, date) cause row-level validation errors"],"whenToPreferThis":"Choose this endpoint when you need both a normalized time-series index (base-100) and a frequency distribution histogram for duplicate observation data in a single call, without requiring external data sources or live lookups. It is ideal for data quality auditing workflows where you have pre-collected duplicate_rows and total_rows metrics and want local statistical summaries. Prefer this over generic analytics platforms when you need a lightweight, pay-per-call computation on up to 200 rows of duplicate detection results.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:13.626Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-analytics-base-100-series-equal-width-histogram-4e8cfbee"}