{"uid":"cap_5671s-2IYRJFAGGB42DyE","slug":"research-grant-spending-string-normalisation-two-measure-correlation-f6810204","name":"Research Grant Spending — String Normalisation + Two-Measure Correlation","description":"Research grant spending — String normalisation + Two-measure correlation: String normalisation + Two-measure correlation for supplied research grant spending records (budget_amount, spend_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-education-20-033?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","budget_amount","spend_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"spend_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"budget_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","spend_amount":1,"budget_amount":10},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","spend_amount":2,"budget_amount":20},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","spend_amount":3,"budget_amount":15},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","spend_amount":4,"budget_amount":30}],"maxItems":200,"minItems":1}}},"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_sQjiw903sMOfoBQz7nqdj","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":"Performs string normalisation and two-measure correlation analysis on research grant spending records (budget_amount, spend_amount) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you normalize the course group strings and run a correlation analysis between budget_amount and spend_amount for these research grant spending records? I have up to 50 rows with fields like row_id, course_group, date, budget_amount, and spend_amount — I need both reports in one call.","exampleUseCases":[{"title":"Audit grant budget vs actual spend","prompt":"I have 80 rows of research grant spending data with course groups, dates, budget amounts, and spend amounts — can you normalize the group names and tell me how correlated the budget and spend figures are across all rows?"},{"title":"Clean category labels in education grants","prompt":"Our grant records have inconsistent course_group strings like 'Eng.', 'Engineering', and 'eng' — can you normalize those and also run a correlation between budget_amount and spend_amount on the 120 rows I'm sending?"},{"title":"Quarterly research spend correlation report","prompt":"I need to analyze this quarter's research grant data — about 150 rows — normalize the course group labels and generate a two-measure correlation report between what was budgeted and what was actually spent."}],"resultDescription":"Returns two independent analytical reports: (1) a string normalisation report covering the course_group field across all submitted rows, and (2) a two-measure correlation report quantifying the statistical relationship between budget_amount and spend_amount across the dataset. No external lookups or predictions are made; all analysis uses local analytical engines on the supplied data.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, date, budget_amount, spend_amount) cause row-level rejection","Malformed date strings not matching YYYY-MM-DD pattern fail schema validation","Null values for both budget_amount and spend_amount in a row may reduce correlation reliability","Empty rows array (minItems:1 violated) returns a schema error","Values outside ±1,000,000,000,000 range are rejected by schema"],"whenToPreferThis":"Choose this endpoint when you have tabular research grant spending data with course group labels and need both string/label normalisation and a budget-vs-spend correlation analysis in a single low-cost call. It is best suited for offline or batch analytical workflows on up to 200 rows where no live data lookup, prediction, or external action is required. At $0.01 USDC for two reports, it is cost-effective for lightweight education finance analytics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T12:44:16.775Z","isFirstParty":false,"canonicalSlug":"research-grant-spending-string-normalisation-two-measure-correlation-f6810204"}