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Unemployment Rate Sequential Input-Change Attribution Calculator
x402
Unemployment Rate Sequential Input-Change Attribution Calculator is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-14).
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.
Price / call$0.01
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
Quarterly unemployment rate change attribution
“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?”
Regional policy impact decomposition
“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.”
Year-over-year workforce report breakdown
“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.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-finance-unemployment-waterfall?utm_source=zero.xyzWhen to prefer
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).
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| after | object | |
| before | object |
Tags
x402
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