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Cash Ratio Distribution Histogram Calculator
x402
Cash Ratio Distribution Histogram Calculator is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Bins up to 200 cash ratio observations into equal-width histogram buckets, returning bin edges, counts, formula, units, and limitations as JSON.
Price / call$0.01
Success—
StatusUnknown
How this service works
Cash ratio - Distribution histogram: Bin up to 200 calculated observations into equal-width bins, including edge definitions. Metric: Cash ratio. 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 distribution histogram report.
Output
A JSON response containing the histogram bin definitions (lower and upper edges for each bin), observation counts per bin, the cash ratio formula used (cash and equivalents divided by current liabilities), units, and stated limitations of the metric. Up to 30 bins across a maximum of 200 input observations.
Example use cases
Portfolio liquidity concentration analysis
“I have quarterly cash and equivalents and current liabilities figures for 50 companies in my portfolio — can you bin their cash ratios into 10 equal-width histogram buckets so I can see where the bulk of them cluster?”
Sector peer benchmarking histogram
“Here are the cash and current liabilities figures for 30 tech sector peers. Split the resulting cash ratios into 6 bins and tell me which bin has the most companies and what the bin edges are.”
Historical trend distribution for one company
“I have 24 months of monthly cash and equivalents and current liabilities snapshots for a single firm. Can you create a 5-bin histogram of the cash ratios over time so I can see how liquidity has been distributed historically?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-finance-cash-ratio-histogram?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a statistical frequency distribution (histogram) of cash ratio values across a batch of observations — useful for portfolio screening, sector benchmarking, or temporal liquidity analysis. Prefer it over single-point calculators when you have multiple data points and want to understand spread, concentration, or outliers rather than a single ratio value.
Side effects
- Fewer than 2 rows provided — minimum row count not met
- current_liabilities value of 0 or missing — division by zero excluded by schema exclusiveMinimum
- bins parameter outside 1–30 range — validation error
- More than 200 rows submitted — exceeds maxItems limit
- Non-numeric values in cash_and_equivalents or current_liabilities — schema type mismatch
- Values exceeding 1,000,000,000,000 — maximum threshold breach
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array |
Tags
x402
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