{"uid":"cap_bzlK_-u293p5U854fiZZ2","slug":"research-task-completion-category-frequencies-keyed-dataset-comparison-a21940aa","name":"Research Task Completion — Category Frequencies + Keyed Dataset Comparison","description":"Research task completion — Category frequencies + Keyed dataset comparison: Category frequencies + 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-22-111?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_BlNCNbZFYxSeAZozhqCHZ","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 research task completion records (completed_tasks, assigned_tasks) to produce two reports: category frequency distribution and a keyed row-by-row comparison between two supplied datasets.","exampleAgentPrompt":"I have two batches of research task records for our company groups — can you run a category frequency breakdown on the main batch and then compare it row-by-row against the second batch to spot differences in completed_tasks and assigned_tasks?","exampleUseCases":[{"title":"Sprint completion rate audit","prompt":"We have two exports of research task completion data from last quarter — one from October and one from November — both tagged by company group. Can you give me a frequency breakdown of how often each group appears in the October data, and then compare the two datasets row-by-row on completed_tasks and assigned_tasks to see where things changed?"},{"title":"Cross-team task assignment discrepancy check","prompt":"I need to compare our planned research task assignments against what was actually completed across group-a and group-b. Here are two datasets with up to 200 rows each — please run a category frequency report on the primary set and flag any keyed rows where completed_tasks and assigned_tasks differ between the two datasets."},{"title":"Research pipeline throughput analysis","prompt":"Can you analyze our research task records for the last few months? I want to know how frequently each company_group appears in the data, and I also want a side-by-side comparison between this month's dataset and last month's to see which rows have changed in completed or assigned task counts."}],"resultDescription":"Returns two independent analytical reports: (1) a category frequencies report showing how often each company_group (or other categorical field) appears in the primary dataset, and (2) a keyed dataset comparison report that matches rows by row_id between the primary and secondary datasets and highlights differences in completed_tasks and assigned_tasks values. Both reports are computed locally from supplied data with no external lookups.","failureModes":["More than 200 rows supplied — request will be rejected or truncated","Missing required fields (row_id, company_group, date, completed_tasks, assigned_tasks) cause validation errors","Date values not matching YYYY-MM-DD pattern will fail schema validation","row_id values not present in both datasets will result in unmatched rows in the comparison report","Null numeric values in completed_tasks or assigned_tasks may affect aggregation accuracy","Empty rows array (minItems:1 violated) will return an error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of research task completion records and need both a categorical frequency distribution and a keyed comparison between two versions of the same dataset in a single $0.01 call. It is ideal for periodic audits comparing planned vs. actual task completion across company groups, or for diffing two time-period snapshots without needing a full data warehouse. Prefer alternatives if you need more than 200 rows, real-time lookups, predictive analytics, or a different combination of report types (other sibling endpoints on the same provider offer different report pairings).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:42:41.328Z","isFirstParty":false,"canonicalSlug":"research-task-completion-category-frequencies-keyed-dataset-comparison-a21940aa"}