{"uid":"cap_0ryl5JaYFYb5PJxINzpxe","slug":"treasury-supplied-balances-iqr-outlier-flags-explicit-missing-value-e817816c","name":"Treasury Supplied Balances — IQR Outlier Flags + Explicit Missing-Value Fill","description":"Treasury supplied balances — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied treasury supplied balances records (opening_balance, closing_balance). 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-16-180?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","instrument_group","date","opening_balance","closing_balance"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"closing_balance":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"opening_balance":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"instrument_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","closing_balance":1,"opening_balance":10,"instrument_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","closing_balance":2,"opening_balance":20,"instrument_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","closing_balance":3,"opening_balance":15,"instrument_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","closing_balance":4,"opening_balance":30,"instrument_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["opening_balance","closing_balance"],"type":"string","default":"opening_balance"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_-XSFuasb3LdC8zuVl-H7A","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":"Detects IQR-based outliers and fills missing values in treasury balance records (opening and closing balances) for up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"Can you run IQR outlier detection and fill any missing opening_balance values using median imputation on my treasury balance records? I have up to 50 rows with fields: row_id, instrument_group, date, opening_balance, and closing_balance.","exampleUseCases":[{"title":"Treasury balance anomaly audit","prompt":"I have 120 rows of daily treasury balances by instrument group and I need you to flag any opening_balance values that are IQR outliers, and fill in any missing ones using the median — can you run both reports on that data?"},{"title":"Closing balance null imputation","prompt":"My treasury dataset has some null closing_balance entries across different instrument groups. Can you fill those missing values using mean imputation and also flag any IQR outliers in the closing_balance column? Here are up to 80 rows."},{"title":"Month-end balance data quality check","prompt":"Before I submit our month-end treasury report, can you check these 200 balance rows for IQR outliers and replace any missing opening_balance values with zeros — flag which rows are outliers and which had nulls filled?"}],"resultDescription":"Two independent analytical reports: (1) IQR outlier flags identifying which rows have balance values outside the interquartile range, and (2) a dataset with missing values in the specified balance field explicitly filled using the chosen method (zero, mean, or median). Results cover up to 200 input rows.","failureModes":["More than 200 rows submitted — request exceeds maxItems limit","Missing required fields (row_id, instrument_group, date) cause validation failure","Invalid date format (not YYYY-MM-DD) causes schema rejection","Balance values outside ±1,000,000,000,000 range fail schema validation","Empty rows array returns error due to minItems:1 constraint","Invalid fill method or field enum value causes request rejection"],"whenToPreferThis":"Use this endpoint when you have treasury-specific supplied balance data (opening and closing balances keyed by instrument group and date) and need both IQR-based outlier flagging and missing-value imputation in a single call. It is ideal for pre-processing treasury datasets before reporting or further analytics, and is cost-effective at $0.01 USDC for two reports on up to 200 rows. Prefer it over general-purpose data cleaning tools when your data matches the treasury balance schema exactly.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:33:04.389Z","isFirstParty":false,"canonicalSlug":"treasury-supplied-balances-iqr-outlier-flags-explicit-missing-value-e817816c"}