{"uid":"cap_7ITAmpMF5g8yDSL2VCFHF","slug":"token-supply-snapshots-record-quality-audit-string-normalisation-12d51a25","name":"Token Supply Snapshots — Record Quality Audit + String Normalisation + Secondary-Measure Weighted Mean","description":"Token supply snapshots — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied token supply snapshots records (circulating_units, total_units). 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-finance-11-205?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","instrument_group","date","circulating_units","total_units"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_units":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"instrument_group":{"type":"string","default":"","maxLength":80},"circulating_units":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_units":1,"instrument_group":"group-a","circulating_units":10},{"date":"2026-10-02","row_id":"row-2","total_units":2,"instrument_group":"group-b","circulating_units":20},{"date":"2026-10-03","row_id":"row-3","total_units":3,"instrument_group":"group-a","circulating_units":15},{"date":"2026-10-04","row_id":"row-4","total_units":4,"instrument_group":"group-b","circulating_units":30}],"maxItems":200,"minItems":1},"field":{"enum":["circulating_units","total_units"],"type":"string","default":"circulating_units"}}},"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_rmaIe5eAIKp4ezRanJMHr","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 secondary-measure weighted mean) on up to 200 token supply snapshot rows containing circulating_units and total_units fields.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and secondary-measure weighted mean on my token supply snapshot data? I've got 200 rows with circulating_units and total_units by instrument_group and date — use the circulating_units field for the weighted mean.","exampleUseCases":[{"title":"Token supply data quality check","prompt":"I've got 150 rows of daily token supply snapshots with circulating_units and total_units per instrument_group — can you audit their record quality and flag any issues, normalise the string fields, and compute a weighted mean on circulating_units?"},{"title":"Weighted mean across token groups","prompt":"Run all three analytical reports on this set of 80 token supply rows — record quality audit, string normalisation, and a secondary-measure weighted mean using total_units — grouped by instrument_group and date."},{"title":"Pre-analysis data validation for crypto dataset","prompt":"Before I pass my token supply dataset into our pipeline, can you check record quality, clean up the instrument_group strings, and give me a weighted mean on circulating_units across these 200 snapshot rows?"}],"resultDescription":"Three structured analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or malformed dates across the rows; (2) a string normalisation report standardising instrument_group and other string fields; and (3) a secondary-measure weighted mean computed over the specified field (circulating_units or total_units), all derived from the supplied data without any external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Missing required fields (row_id, instrument_group, date, circulating_units, total_units) — validation error","date field not matching YYYY-MM-DD pattern — schema validation failure","numeric values outside ±1,000,000,000,000 range — rejected","Invalid field enum value (must be circulating_units or total_units) — error response","Payment of 0.01 USDC not included or fails — 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you have up to 200 token supply snapshot rows (circulating_units and total_units) and need three bundled local analytics — quality audit, string normalisation, and weighted mean — in a single low-cost call ($0.01 USDC). Prefer it over separate analytics tools when you want all three reports in one round-trip without any external data lookups or live market data dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T13:17:39.369Z","isFirstParty":false,"canonicalSlug":"token-supply-snapshots-record-quality-audit-string-normalisation-12d51a25"}