# Tutorial Completion — Equal-Width Histogram + IQR Outlier Flags

> Tutorial Completion — Equal-Width Histogram + 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 2026-10-25).

Generates an equal-width histogram and IQR-based outlier flags for tutorial completion data (starts and completions) supplied as up to 200 rows, returning two independent statistical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-game-20-170?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-25
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/tutorial-completion-equal-width-histogram-iqr-outlier-flags-fd07fd0d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_qFTKMpSvprNhTjyWD4rKZ

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 tutorial-completion-equal-width-histogram-iqr-outlier-flags-fd07fd0d -d '<json body>'
```

Example prompt: Analyze my tutorial completion data for game areas — I have 80 rows with starts and completions fields, split into 10 bins — run the equal-width histogram and IQR outlier flags on the 'completions' field and tell me which rows look anomalous.

## When to prefer this

Choose this endpoint when you have tabular tutorial completion records (up to 200 rows) and need both a distribution histogram and IQR-based outlier detection in a single call for $0.01 USDC. It is ideal for lightweight, offline statistical QA on gaming or e-learning funnel data without requiring a live data pipeline or external analytics service.

## Known failure modes

- Fewer than 1 row supplied — minimum of 1 row required
- More than 200 rows submitted — hard limit enforced
- Invalid date format (must match YYYY-MM-DD pattern)
- Bins value out of range (must be 1–30)
- Missing required row fields: row_id, game_area, date, starts, completions
- Null values in the selected numeric field may affect IQR calculation
- Invalid field enum value (must be 'starts' or 'completions')

## How this service works

Tutorial completion — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied tutorial completion records (starts, completions). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Returns two independent reports: (1) an equal-width histogram showing bin boundaries and row counts for the selected field (starts or completions), and (2) IQR-based outlier flags identifying which rows fall outside the interquartile range fence — all computed locally without external lookups or predictions.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "bins": {
   "type": "integer",
   "default": 5,
   "maximum": 30,
   "minimum": 1
  },
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "game_area",
     "date",
     "starts",
     "completions"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "starts": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "game_area": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "completions": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "starts": 10,
     "game_area": "group-a",
     "completions": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "starts": 20,
     "game_area": "group-b",
     "completions": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "starts": 15,
     "game_area": "group-a",
     "completions": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "starts": 30,
     "game_area": "group-b",
     "completions": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "starts",
    "completions"
   ],
   "type": "string",
   "default": "starts"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/tutorial-completion-equal-width-histogram-iqr-outlier-flags-fd07fd0d/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)