# Tutorial Completion Data Quality Suite — Record Audit, Deduplication & Numeric Distribution

> Tutorial Completion Data Quality Suite — Record Audit, Deduplication & Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).

Runs three analytical reports on tutorial completion data (starts and completions): record quality audit, exact row deduplication, and numeric distribution analysis — all within a single call for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-game-20-210?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-26
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/tutorial-completion-data-quality-suite-record-audit-deduplication-910b60df
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_zSdR8HoMQJUfw3sJFHYBD

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-data-quality-suite-record-audit-deduplication-910b60df -d '<json body>'
```

Example prompt: Can you run a full data quality check on my tutorial completion records — I need a record quality audit, exact duplicate detection, and a numeric distribution for the 'starts' field? Here are my rows: row-1, 2026-10-01, group-a, starts=10, completions=1; row-2, 2026-10-02, group-b, starts=20, completions=2; row-3, 2026-10-03, group-a, starts=15, completions=3.

## When to prefer this

Choose this endpoint when you need a combined data quality pass on tutorial completion records — specifically when you want record auditing, deduplication, and numeric distribution in a single cheap call ($0.01 USDC for all three reports). Ideal for batch validation of up to 200 rows of game tutorial engagement data. Prefer this over separate single-purpose endpoints when your data has all five required fields (row_id, game_area, date, starts, completions) and you want to avoid multiple round-trips.

## Known failure modes

- More than 200 rows submitted — endpoint rejects input exceeding maxItems limit
- Missing required fields (row_id, game_area, date, starts, or completions) in any row causes validation failure
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Invalid field enum value (not 'starts' or 'completions') causes rejection
- Empty rows array (minItems:1 not met) returns error
- Payment not included or insufficient — x402 payment of 0.01 USDC required per call

## How this service works

Tutorial completion — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied tutorial completion records (starts, completions). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.

## Output

Returns three independent analytical reports for the submitted tutorial completion dataset: (1) a record quality audit flagging missing, malformed, or out-of-range values; (2) an exact row deduplication report identifying fully identical rows; and (3) a numeric distribution summary for the selected field (starts or completions), including statistics like min, max, mean, and quartiles. All computed locally with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "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-data-quality-suite-record-audit-deduplication-910b60df/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)