{"uid":"cap_PF0pkrXZ2ZirVerqA8EbR","slug":"issue-throughput-analytics-record-quality-audit-string-normalisation-e41168a9","name":"Issue Throughput Analytics — Record Quality Audit + String Normalisation + Equal-Width Histogram","description":"Issue throughput — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram for supplied issue throughput records (issues_opened, issues_closed). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-software-13-202?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","component","date","issues_opened","issues_closed"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"component":{"type":"string","default":"","maxLength":80},"issues_closed":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"issues_opened":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","component":"group-a","issues_closed":1,"issues_opened":10},{"date":"2026-10-02","row_id":"row-2","component":"group-b","issues_closed":2,"issues_opened":20},{"date":"2026-10-03","row_id":"row-3","component":"group-a","issues_closed":3,"issues_opened":15},{"date":"2026-10-04","row_id":"row-4","component":"group-b","issues_closed":4,"issues_opened":30}],"maxItems":200,"minItems":1},"field":{"enum":["issues_opened","issues_closed"],"type":"string","default":"issues_opened"}}},"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_b0HR7QxeMUkpXfGxO2d2Y","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":"Runs three local analytical reports (record quality audit, string normalisation, and equal-width histogram) on up to 200 rows of issue throughput data (issues_opened, issues_closed).","exampleAgentPrompt":"Can you audit the quality of my issue throughput records, normalise the component strings, and generate a 5-bin equal-width histogram on issues_opened for these 10 rows of data I have from my bug tracker?","exampleUseCases":[{"title":"Bug tracker data quality check","prompt":"I exported 150 rows of issue data from Jira with columns for date, component, issues_opened, and issues_closed — can you run a record quality audit on it and flag any missing or malformed entries?"},{"title":"Component name normalisation for sprint report","prompt":"My issue throughput dataset has messy component names across 80 rows — can you run string normalisation on it so I can group them consistently before building my sprint report?"},{"title":"Histogram of closed issues by bin","prompt":"I have 200 rows of daily issue throughput data and I want to see the distribution of issues_closed across 10 equal-width bins — can you generate that histogram for me?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging missing values, type errors, and malformed fields across the supplied rows; (2) a string normalisation report standardising the component field; (3) an equal-width histogram dividing the selected numeric field (issues_opened or issues_closed) into the specified number of bins. All computed locally from supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, component, date, issues_opened, issues_closed) causes validation error","Date field not matching YYYY-MM-DD pattern causes parse failure","bins parameter outside 1–30 range causes rejection","Numeric values outside ±1,000,000,000,000 cause schema validation error","Payment of 0.01 USDC not provided or rejected causes 402 error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of software issue throughput data and need all three of: a data quality audit, string normalisation of component names, and a histogram of issue counts — in a single call at low cost. It is ideal for pre-processing bug tracker exports before downstream analysis. It is not suitable for live data fetching, forecasting, or datasets larger than 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:33:52.985Z","isFirstParty":false,"canonicalSlug":"issue-throughput-analytics-record-quality-audit-string-normalisation-e41168a9"}