{"uid":"cap_U9SUhTezXIbv2H7QMgiP_","slug":"data-reconciliation-analytics-base-100-series-equal-width-histogram-9496b336","name":"Data Reconciliation Analytics: Base-100 Series + Equal-Width Histogram","description":"Data reconciliation — Base-100 series + Equal-width histogram: Base-100 series + Equal-width histogram for supplied data reconciliation records (source_total, target_total). 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-11-163?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","source_total","target_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"target_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_total":10,"target_total":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_total":20,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":15,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":30,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["source_total","target_total"],"type":"string","default":"source_total"},"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_gPxB1SAOgGVlKwp6cqSMx","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 two analytical reports — a base-100 indexed series and an equal-width histogram — for supplied data reconciliation records comparing source_total vs target_total values.","exampleAgentPrompt":"Take these 12 reconciliation records with source_total and target_total values across two dataset groups and give me both a base-100 indexed series anchored to row 0 and an equal-width histogram with 8 bins on the source_total field — I need to spot where the numbers diverge most.","exampleUseCases":[{"title":"ETL pipeline source-target drift analysis","prompt":"I have 150 rows of ETL reconciliation data with source_total and target_total values by date and group — can you generate a base-100 series anchored to the first row and a 10-bin histogram on the source_total so I can see where drift is concentrated?"},{"title":"Financial month-end reconciliation distribution","prompt":"Run a base-100 series starting from index 0 and an equal-width histogram with 5 bins on the target_total for these 80 month-end reconciliation records — I want to understand the distribution of target values relative to our baseline."},{"title":"Data warehouse validation pattern review","prompt":"I've got 200 rows from our data warehouse validation comparing source and target totals across multiple dataset groups — generate both a base-100 indexed series and a 15-bin histogram on the source_total field so I can spot patterns in the discrepancies."}],"resultDescription":"Returns two analytical reports: (1) a base-100 index series showing each row's selected field value normalized relative to the base index row, and (2) an equal-width histogram dividing the selected field's range into the specified number of bins with frequency counts — both computed locally from the supplied reconciliation records.","failureModes":["Fewer than 1 row or more than 200 rows submitted — validation error","base_index references a row index that doesn't exist in the provided rows array","source_total or target_total values outside ±1,000,000,000,000 — validation error","Malformed date strings not matching YYYY-MM-DD pattern","Missing required row fields (row_id, dataset_group, date) causing row rejection","base_index row has a null value for the selected field, breaking base-100 normalization","All values null for selected field, making histogram impossible"],"whenToPreferThis":"Choose this endpoint when you need two complementary analytical views — temporal normalization via base-100 indexing AND frequency distribution via histogram — on reconciliation data in a single call. It is ideal for data quality workflows where you want to inspect both the trend of source or target totals relative to a baseline row and the overall spread/distribution of values. Prefer it over single-report endpoints when you need both reports at once for up to 200 rows without making external lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:02.531Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-analytics-base-100-series-equal-width-histogram-9496b336"}