{"uid":"cap_BevJcoXDYy9u00fJx9-Ca","slug":"time-series-completeness-equal-width-histogram-keyed-dataset-comparison-b03ebdf6","name":"Time Series Completeness — Equal-Width Histogram & Keyed Dataset Comparison","description":"Time series completeness — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison for supplied time series completeness records (observed_points, expected_points). 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-16-174?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","observed_points","expected_points"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"expected_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"observed_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","expected_points":1,"observed_points":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","expected_points":2,"observed_points":20},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","expected_points":3,"observed_points":15},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","expected_points":4,"observed_points":30}],"maxItems":200,"minItems":1},"field":{"enum":["observed_points","expected_points"],"type":"string","default":"observed_points"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","observed_points","expected_points"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"expected_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"observed_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","expected_points":1,"observed_points":10},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","expected_points":2,"observed_points":21},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","expected_points":3,"observed_points":17},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","expected_points":4,"observed_points":33}],"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_bc3zuxtYmc4Wf7M-CnHcD","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 time series completeness records (observed vs expected data points) by generating an equal-width histogram and comparing two keyed datasets, producing two independent analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you run a completeness analysis on my time series data — I have observed_points and expected_points for each date across two dataset groups (group-a and group-b), and I want an equal-width histogram with 10 bins plus a comparison between my primary dataset and a second reference dataset, up to 200 rows?","exampleUseCases":[{"title":"Data pipeline completeness audit","prompt":"I need to audit my data pipeline — I have daily records for two groups over the past 6 months with observed_points and expected_points for each day. Can you build a histogram with 8 bins and compare my main pipeline dataset against a backup dataset to see where completeness drops off?"},{"title":"Sensor data gap detection","prompt":"My IoT sensor network logs expected and actual readings per day — can you analyze these completeness records across my sensor groups, generate a 5-bin histogram of the observed_points distribution, and compare this week's data against last week's records to spot any coverage gaps?"},{"title":"Comparing two reporting periods","prompt":"I want to compare how complete our data collection was in Q3 versus Q4 — I have rows with row_id, dataset_group, date, observed_points, and expected_points for both quarters. Please run a histogram with 10 bins on the observed_points field and key-match the two quarters for a side-by-side completeness comparison."}],"resultDescription":"Two independent analytical reports: (1) an equal-width histogram dividing the selected field (observed_points or expected_points) into the specified number of bins with frequency counts per bin, and (2) a keyed dataset comparison that matches rows by key between the primary and secondary datasets to surface differences in time series completeness metrics.","failureModes":["More than 200 rows submitted — request rejected with max items error","Missing required fields (row_id, dataset_group, date, observed_points, expected_points) in any row — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure","Bins parameter out of range (must be 1–30) — rejected","Numeric values outside allowed range (±1,000,000,000,000) — validation failure","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need both a distributional view (histogram) and a record-by-record comparison (keyed diff) of time series completeness data in a single paid call. Ideal for data quality audits where you have paired observed/expected counts per date and want to understand distribution shape and cross-dataset discrepancies simultaneously without external data lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:12.042Z","isFirstParty":false,"canonicalSlug":"time-series-completeness-equal-width-histogram-keyed-dataset-comparison-b03ebdf6"}