{"uid":"cap_surxr4oaZMUyblJ-Ebq_-","slug":"unemployment-rate-sequential-input-change-attribution-calculator-b4177215","name":"Unemployment Rate Sequential Input-Change Attribution Calculator","description":"Unemployment rate - Sequential input-change attribution: Change each input from baseline to final in declared field order, reporting each incremental effect; order dependent. Metric: Unemployment rate. Supplied figures only; returns JSON with formula, units and limitations. One of 50 calculators with 20 analysis modes. No live feed, financial advice or trade execution. 0.01 USDC includes one bounded sequential input-change attribution report.","url":"https://market.datapackvibe.com/x402/assistant-finance-unemployment-waterfall?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"after":{"type":"object","default":{"unemployed":55.00000000000001,"labour_force":1100},"required":["unemployed","labour_force"],"properties":{"unemployed":{"type":"number","default":50,"maximum":1000000000000,"minimum":0,"description":"Amount in a consistent supplied currency and reporting period"},"labour_force":{"type":"number","default":1000,"maximum":1000000000000,"minimum":0,"description":"Amount in a consistent supplied currency and reporting period","exclusiveMinimum":0}},"additionalProperties":false},"before":{"type":"object","default":{"unemployed":50,"labour_force":1000},"required":["unemployed","labour_force"],"properties":{"unemployed":{"type":"number","default":50,"maximum":1000000000000,"minimum":0,"description":"Amount in a consistent supplied currency and reporting period"},"labour_force":{"type":"number","default":1000,"maximum":1000000000000,"minimum":0,"description":"Amount in a consistent supplied currency and reporting period","exclusiveMinimum":0}},"additionalProperties":false}}},"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__8_Bh2MThWDyCDWeBUtJ9","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":"Computes a sequential (waterfall) attribution of changes in unemployment rate by changing each input from baseline to final one at a time in declared field order, reporting each incremental effect.","exampleAgentPrompt":"Break down what drove the unemployment rate change: before, there were 50 unemployed out of a labour force of 1000; after, there were 55 unemployed out of a labour force of 1100. Show me a sequential waterfall attribution changing each input one at a time in field order.","exampleUseCases":[{"title":"Quarterly unemployment rate change attribution","prompt":"I need to understand what drove our unemployment rate change this quarter. Before: 200 unemployed out of a labour force of 4000. After: 250 unemployed out of a labour force of 4100. Can you run a sequential waterfall attribution showing which input—unemployed count or labour force—had the bigger impact, stepping through them in order?"},{"title":"Regional policy impact decomposition","prompt":"We're presenting to the city council and need to show what changed the local unemployment rate. Starting point was 320 unemployed out of 8000 in the labour force; ending point is 280 unemployed out of 7800. Please do a sequential input-change attribution, one variable at a time in declared order, so we can see each incremental effect."},{"title":"Year-over-year workforce report breakdown","prompt":"For our annual workforce report, compare last year's figures—150 unemployed, labour force of 3000—with this year's 175 unemployed and labour force of 3200. Run a sequential waterfall attribution on the unemployment rate so we can report exactly how much each input contributed to the overall change."}],"resultDescription":"A JSON object containing the sequential waterfall attribution report for the unemployment rate metric, including: the formula used, units, each input's incremental effect on the rate when changed from baseline to final value in declared field order, and stated limitations of the analysis.","failureModes":["labour_force value of zero causes division-by-zero error (exclusiveMinimum enforced)","missing required fields (unemployed or labour_force) in before or after objects returns validation error","values exceeding maximum (1,000,000,000,000) rejected","non-numeric inputs rejected","payment failure (insufficient USDC) returns 402 error"],"whenToPreferThis":"Choose this endpoint when you need an order-dependent, sequential (waterfall-style) decomposition of an unemployment rate change that shows precisely how much each individual input contributes as it is changed from baseline to final, one variable at a time. Prefer it over a simultaneous attribution when the sequence of changes matters or when you want a classic bridge/waterfall chart narrative. It is purpose-built for unemployment rate analysis with a fixed two-variable formula (unemployed / labour_force).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T12:56:35.446Z","isFirstParty":false,"canonicalSlug":"unemployment-rate-sequential-input-change-attribution-calculator-b4177215"}