{"uid":"cap_RQRUFs_rcyrhDLf0deq4O","slug":"savings-ledger-analytics-numeric-distribution-keyed-dataset-comparison-31fe91ff","name":"Savings Ledger Analytics: Numeric Distribution + Keyed Dataset Comparison","description":"Savings ledger — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison for supplied savings ledger records (deposit_amount, withdrawal_amount). 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-finance-23-084?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","instrument_group","date","deposit_amount","withdrawal_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"deposit_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"instrument_group":{"type":"string","default":"","maxLength":80},"withdrawal_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","deposit_amount":10,"instrument_group":"group-a","withdrawal_amount":1},{"date":"2026-10-02","row_id":"row-2","deposit_amount":20,"instrument_group":"group-b","withdrawal_amount":2},{"date":"2026-10-03","row_id":"row-3","deposit_amount":15,"instrument_group":"group-a","withdrawal_amount":3},{"date":"2026-10-04","row_id":"row-4","deposit_amount":30,"instrument_group":"group-b","withdrawal_amount":4}],"maxItems":200,"minItems":1},"field":{"enum":["deposit_amount","withdrawal_amount"],"type":"string","default":"deposit_amount"},"other":{"type":"array","items":{"type":"object","required":["row_id","instrument_group","date","deposit_amount","withdrawal_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"deposit_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"instrument_group":{"type":"string","default":"","maxLength":80},"withdrawal_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","deposit_amount":10,"instrument_group":"group-a","withdrawal_amount":1},{"date":"2026-10-02","row_id":"row-2","deposit_amount":21,"instrument_group":"group-b","withdrawal_amount":2},{"date":"2026-10-03","row_id":"row-3","deposit_amount":17,"instrument_group":"group-a","withdrawal_amount":3},{"date":"2026-10-04","row_id":"row-4","deposit_amount":33,"instrument_group":"group-b","withdrawal_amount":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_dH9iaiys3DBEb4JdyUCBx","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 savings ledger rows (deposit_amount, withdrawal_amount) by producing two local statistical reports: a numeric distribution and a keyed dataset comparison, for up to 200 rows.","exampleAgentPrompt":"Can you run a numeric distribution and keyed dataset comparison on my savings ledger data? I have two sets of up to 200 rows each with deposit_amount and withdrawal_amount fields — analyze the deposit_amount field and compare the two datasets by row key.","exampleUseCases":[{"title":"Monthly savings ledger drift analysis","prompt":"I have two versions of my savings ledger for October — one from the start of the month and one at month-end, each with deposit_amount and withdrawal_amount per row. Can you compare them side by side by row key and show me how the deposit_amount values are distributed across both?"},{"title":"Instrument group deposit distribution review","prompt":"Here are 150 savings ledger records grouped by instrument, with deposit and withdrawal amounts. Run a numeric distribution on the deposit_amount field and compare my current ledger against last quarter's ledger using the row keys so I can see what changed."},{"title":"Withdrawal anomaly detection in savings data","prompt":"I want to understand the spread of withdrawal amounts across my savings ledger — can you compute the numeric distribution for withdrawal_amount and compare my two datasets of about 80 rows each to highlight which rows have diverged?"}],"resultDescription":"Returns two analytical reports derived from the supplied savings ledger rows: (1) a numeric distribution (e.g. percentiles, min, max, mean, histogram-style breakdown) of the selected field (deposit_amount or withdrawal_amount), and (2) a keyed dataset comparison that matches rows by row_id across the primary and secondary datasets and surfaces numeric differences. No external data is fetched; all computation is local and deterministic.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, instrument_group, date, deposit_amount, withdrawal_amount) causes validation error","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Mismatched or missing row_ids between primary and comparison dataset may yield incomplete comparison output","Numeric values outside allowed range (±1,000,000,000,000) cause validation error","Empty rows array (minItems:1 not met) returns error"],"whenToPreferThis":"Choose this endpoint when you need offline, deterministic statistical analysis of savings ledger data — specifically a numeric distribution plus a keyed comparison between two datasets — with no external lookups, predictions, or live data. Ideal for reconciling two ledger snapshots or auditing deposit/withdrawal patterns across instrument groups. At $0.01 USDC for both reports on up to 200 rows, it is cost-effective for batch ledger review workflows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-04T18:50:23.571Z","isFirstParty":false,"canonicalSlug":"savings-ledger-analytics-numeric-distribution-keyed-dataset-comparison-31fe91ff"}