# Cash Ratio IQR Outlier Flags Calculator

> Cash Ratio IQR Outlier Flags 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).

Flags cash ratio observations that fall beyond 1.5× the interquartile range, identifying statistical outliers in a dataset of company financials.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-finance-cash-ratio-outliers?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-22
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/cash-ratio-iqr-outlier-flags-calculator-299be044
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_3aBcvKQpuC4ybi4Zv9dOS

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability cash-ratio-iqr-outlier-flags-calculator-299be044 -d '<json body>'
```

Example prompt: I have a dataset of 8 companies with their cash-and-equivalents and current liabilities — can you run IQR outlier detection on their cash ratios and flag which observations fall beyond 1.5 times the interquartile range? Here are the rows: [{cash_and_equivalents: 5000, current_liabilities: 10000}, {cash_and_equivalents: 50000, current_liabilities: 10000}, {cash_and_equivalents: 5500, current_liabilities: 11000}, {cash_and_equivalents: 4800, current_liabilities: 9800}, {cash_and_equivalents: 5200, current_liabilities: 10200}, {cash_and_equivalents: 5100, current_liabilities: 10100}, {cash_and_equivalents: 4900, current_liabilities: 9900}, {cash_and_equivalents: 5300, current_liabilities: 10300}].

## When to prefer this

Choose this endpoint when you need a fast, statistically grounded IQR outlier detection pass on a batch of cash ratio observations (2–200 rows) and want a structured JSON result with formula and limitations included. Prefer it over manual calculation when automating financial data quality checks or peer benchmarking pipelines. Not appropriate for live market data feeds, fraud detection conclusions, or financial advice.

## Known failure modes

- Fewer than 2 rows supplied — minimum of 2 observations required
- current_liabilities of 0 or negative — excluded by schema (exclusiveMinimum: 0)
- More than 200 rows submitted — exceeds maxItems limit
- Non-numeric values in cash_and_equivalents or current_liabilities fields
- Values exceeding 1,000,000,000,000 — above schema maximum

## How this service works

Cash ratio - IQR outlier flags: Flag observations beyond 1.5 times the interquartile range; statistical flags are not errors or fraud findings. 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 iqr outlier flags report.

## Output

Returns a JSON object containing: per-row cash ratio values, IQR outlier flags indicating which observations fall beyond 1.5× the interquartile range, the formula used to compute the cash ratio, units, and a limitations disclaimer clarifying these are statistical flags rather than error or fraud findings.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "cash_and_equivalents",
     "current_liabilities"
    ],
    "properties": {
     "current_liabilities": {
      "type": "number",
      "default": 10000,
      "maximum": 1000000000000,
      "minimum": 0,
      "description": "Amount in a consistent supplied currency and reporting period",
      "exclusiveMinimum": 0
     },
     "cash_and_equivalents": {
      "type": "number",
      "default": 5000,
      "maximum": 1000000000000,
      "minimum": 0,
      "description": "Amount in a consistent supplied currency and reporting period"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "current_liabilities": 10000,
     "cash_and_equivalents": 5000
    },
    {
     "current_liabilities": 11000,
     "cash_and_equivalents": 5500
    },
    {
     "current_liabilities": 10000,
     "cash_and_equivalents": 5000
    },
    {
     "current_liabilities": 11000,
     "cash_and_equivalents": 5500
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/cash-ratio-iqr-outlier-flags-calculator-299be044/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)