{"uid":"cap_5_fdqjUqrils9nD8oDh59","slug":"donation-campaign-records-string-normalisation-ff2bef1d","name":"Donation Campaign Records – String Normalisation","description":"Donation campaign records - String normalisation: String normalisation for Donation campaign records. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded string normalisation report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-donation-records-normalise?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","campaign","date","donations","amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"campaign":{"type":"string","default":"","maxLength":80},"donations":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","amount":1,"row_id":"row-1","campaign":"group-a","donations":10},{"date":"2026-10-02","amount":2,"row_id":"row-2","campaign":"group-b","donations":20},{"date":"2026-10-03","amount":3,"row_id":"row-3","campaign":"group-a","donations":15},{"date":"2026-10-04","amount":4,"row_id":"row-4","campaign":"group-b","donations":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_7qn2MG0pCppa2W5cKN__s","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 (campaign names, dates) across up to 200 donation campaign records and returns a local descriptive analytics report.","exampleAgentPrompt":"Can you normalise the campaign name strings across these 45 donation records — they include rows like row-1 through row-45 with campaign labels like 'Group A', 'group-a', and 'GROUP A', dates in YYYY-MM-DD format, and donation amounts — and give me a string normalisation report?","exampleUseCases":[{"title":"Fundraising data cleanup before reporting","prompt":"I have 120 donation campaign rows where the campaign names are all over the place — some say 'Spring Drive', others 'spring-drive' or 'SPRING DRIVE'. Can you normalise those strings across all rows and give me a clean descriptive report?"},{"title":"Multi-campaign CRM data standardisation","prompt":"We just exported 80 records from our CRM with inconsistent campaign labels and mixed-format strings. Can you run string normalisation on them so everything is consistent before we import them back?"},{"title":"End-of-month donation audit prep","prompt":"Before I hand off these 60 donation records to the finance team, can you normalise all the campaign name strings and flag anything that looks inconsistent, along with a summary analytics report?"}],"resultDescription":"A bounded string normalisation report covering up to 200 donation campaign records, including descriptive analytics on the normalised string fields (campaign names, dates). No enrichment or forecasting is included — output is local and analytical only.","failureModes":["Fewer than 1 row supplied returns a validation error","More than 200 rows submitted exceeds the maxItems limit and will be rejected","Invalid date format (not YYYY-MM-DD) will fail pattern validation","Missing required fields (row_id, campaign, date, donations, amount) cause schema errors","Null numeric values may produce incomplete analytics for affected rows"],"whenToPreferThis":"Choose this endpoint when you have up to 200 donation campaign records with messy or inconsistent string fields and need a quick, local normalisation pass with descriptive analytics — without requiring data enrichment, external lookups, or forecasting. Ideal for pre-processing fundraising data before reporting or CRM import.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T00:47:00.793Z","isFirstParty":false,"canonicalSlug":"donation-campaign-records-string-normalisation-ff2bef1d"}