# Training Compliance: Exact Row Deduplication + Two-Measure Correlation

> Training Compliance: Exact Row Deduplication + Two-Measure Correlation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-28).

Deduplicates training compliance records and computes correlation between completed_courses and assigned_courses across up to 200 rows, returning two analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-operations-10-050?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-28
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/training-compliance-exact-row-deduplication-two-measure-correlation-366b0ca6
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_1qQip4cMoIeTPQqRLlN1p

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 training-compliance-exact-row-deduplication-two-measure-correlation-366b0ca6 -d '<json body>'
```

Example prompt: I have 150 rows of training compliance data for our teams — each row has a team group, date, completed courses count, and assigned courses count. Can you deduplicate the exact duplicate rows and run a correlation between completed_courses and assigned_courses across all records?

## When to prefer this

Choose this endpoint when you have up to 200 training compliance records and need both exact duplicate removal and a statistical correlation between two numeric measures (completed_courses vs assigned_courses) in a single low-cost call. It is ideal for HR or L&D teams doing periodic data quality checks without needing live lookups, predictions, or professional assessment. Prefer it over general-purpose analytics tools when the dataset is small and the specific combination of deduplication plus two-measure correlation is needed cost-effectively at $0.01 USDC.

## Known failure modes

- Fewer than 1 row submitted — rejected by minItems constraint
- Row missing required fields (row_id, team_group, date, completed_courses, assigned_courses) — validation error
- More than 200 rows submitted — rejected by maxItems constraint
- Date field not matching YYYY-MM-DD pattern — schema validation failure
- Non-numeric or out-of-range values for completed_courses or assigned_courses — validation error
- All rows are identical — deduplication returns a single row, correlation may be undefined

## How this service works

Training compliance — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied training compliance records (completed_courses, assigned_courses). 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

Two analytical reports: (1) a deduplication report identifying and removing exact duplicate rows from the submitted training compliance records, and (2) a correlation report quantifying the statistical relationship between completed_courses and assigned_courses values across the cleaned dataset. Results are derived entirely from the supplied data with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/training-compliance-exact-row-deduplication-two-measure-correlation-366b0ca6/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)