# Mining Contribution per Energy Unit — IQR Outlier Flags

> Mining Contribution per Energy Unit — IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).

Identifies IQR-based statistical outliers in mining contribution per kWh (profit per energy unit) across up to 200 supplied data rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-bx-mining-profit-per-kwh-outliers?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/mining-contribution-per-energy-unit-iqr-outlier-flags-e4968ec7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_6QqRgKzXuPTplVw7NCkMb

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 mining-contribution-per-energy-unit-iqr-outlier-flags-e4968ec7 -d '<json body>'
```

Example prompt: I have a list of mining operations with their energy usage and USD contributions — can you flag which ones are statistical outliers using IQR analysis? Here are my rows: [{energy_kwh: 500, contribution_usd: 25}, {energy_kwh: 550, contribution_usd: 27.5}, {energy_kwh: 10000, contribution_usd: 5}, {energy_kwh: 520, contribution_usd: 26}].

## When to prefer this

Choose this endpoint when you need IQR-based statistical outlier detection specifically on mining contribution per energy unit (USD per kWh) data, with up to 200 records per call. It is a purpose-built, low-cost ($0.01 USDC) specialized preset rather than a general-purpose statistics service, making it ideal for crypto mining analytics pipelines that need energy-normalized profitability anomaly detection without live price dependencies.

## Known failure modes

- Fewer than 2 rows submitted (minItems: 2 violation)
- More than 200 rows submitted (maxItems: 200 violation)
- energy_kwh is zero or negative (exclusiveMinimum: 0)
- Missing required fields contribution_usd or energy_kwh
- Payment not included or insufficient (x402 protocol error)

## How this service works

Mining contribution per energy unit — IQR outlier flags: IQR outlier flags for Mining contribution per energy unit. Supplied mining assumptions only; formula and units disclosed. No live prices, mining or guaranteed return. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one bounded iqr outlier flags report.

## Output

Returns a bounded IQR outlier flags report for each submitted row, indicating which records fall outside the interquartile range thresholds. The report includes the statistical formula and units used. No live pricing or guaranteed returns are included — analysis is based solely on the supplied mining assumption data.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "contribution_usd",
     "energy_kwh"
    ],
    "properties": {
     "energy_kwh": {
      "type": "number",
      "default": 500,
      "maximum": 10000000000000000,
      "minimum": 0,
      "exclusiveMinimum": 0
     },
     "contribution_usd": {
      "type": "number",
      "default": 25,
      "maximum": 10000000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "energy_kwh": 500,
     "contribution_usd": 25
    },
    {
     "energy_kwh": 550,
     "contribution_usd": 27.500000000000004
    },
    {
     "energy_kwh": 500,
     "contribution_usd": 25
    },
    {
     "energy_kwh": 550,
     "contribution_usd": 27.500000000000004
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/mining-contribution-per-energy-unit-iqr-outlier-flags-e4968ec7/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)