{"uid":"cap_L24G6rz0hRd_kX0-Y3iTI","slug":"research-task-completion-string-normalisation-keyed-dataset-comparison-bbdc944d","name":"Research Task Completion — String Normalisation + Keyed Dataset Comparison","description":"Research task completion — String normalisation + Keyed dataset comparison: String normalisation + Keyed dataset comparison for supplied research task completion records (completed_tasks, assigned_tasks). 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-company-22-036?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","completed_tasks","assigned_tasks"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"assigned_tasks":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_tasks":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","assigned_tasks":1,"completed_tasks":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","assigned_tasks":2,"completed_tasks":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","assigned_tasks":3,"completed_tasks":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","assigned_tasks":4,"completed_tasks":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","completed_tasks","assigned_tasks"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"assigned_tasks":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_tasks":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","assigned_tasks":1,"completed_tasks":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","assigned_tasks":2,"completed_tasks":21},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","assigned_tasks":3,"completed_tasks":17},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","assigned_tasks":4,"completed_tasks":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_ewvCuuZCIqVS-SnuWBAC6","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":"Normalises string fields and performs keyed dataset comparison on two supplied sets of research task completion records (completed_tasks, assigned_tasks) for up to 200 rows each, returning two analytical reports.","exampleAgentPrompt":"I have two sets of research task completion records — one from last month and one from this month — each with up to 50 rows including row_id, company_group, date, completed_tasks, and assigned_tasks. Can you normalise the company group strings and compare the two datasets by key to show me where the numbers differ?","exampleUseCases":[{"title":"Monthly task completion audit across company groups","prompt":"I've got two batches of monthly research task data — each about 80 rows — with row_id, company_group, date, completed_tasks, and assigned_tasks. Please normalise the group name strings and do a keyed comparison between the two batches so I can see which rows have changed."},{"title":"QA check before merging task datasets","prompt":"Before we merge these two research task completion exports, can you run a string normalisation and keyed dataset comparison on them? Both have around 120 rows with row_id, company_group, date, completed_tasks, and assigned_tasks fields."},{"title":"Spot discrepancies between reported and actual task counts","prompt":"We have two versions of our research task completion table — one from the reporting system and one from the operations team — each with the same row_id, company_group, date, completed_tasks, and assigned_tasks structure. Can you normalise the strings and compare them row-by-row to find any discrepancies in the task counts?"}],"resultDescription":"Two independent analytical reports: (1) a string normalisation report covering the company_group and other string fields across both datasets, and (2) a keyed dataset comparison report showing row-by-row differences in completed_tasks and assigned_tasks values between the two supplied datasets, matched by row_id.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, completed_tasks, assigned_tasks) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","row_id values not unique across dataset — comparison results may be ambiguous","Both datasets empty or minItems constraint not met — error returned","Numeric values outside allowed range (-1e12 to 1e12) — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need both string normalisation and keyed row-by-row comparison of research task completion data (completed_tasks, assigned_tasks) in a single call for up to 200 rows, without requiring any live data lookup, external API calls, or predictive modelling. It is cost-effective at $0.01 USDC for two reports and is well-suited for data quality checks, audit workflows, and reconciliation tasks on structured task records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:57:36.062Z","isFirstParty":false,"canonicalSlug":"research-task-completion-string-normalisation-keyed-dataset-comparison-bbdc944d"}