# Training Attendance String Normalisation

> Training Attendance String Normalisation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).

Normalises and cleans string fields in training attendance records (course names, dates, attendee and completion counts) for up to 200 rows per call.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-training-attendance-normalise?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-27
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/training-attendance-string-normalisation-6df0fa44
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_9xeNAYzDDwJBQKpgLezHB

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-attendance-string-normalisation-6df0fa44 -d '<json body>'
```

Example prompt: Can you clean up these training attendance records? I have 4 rows with course names like 'group-a' and 'group-b', dates from 2026-10-01 to 2026-10-04, and attendee/completion counts — normalise the strings and fix any data quality issues.

## When to prefer this

Choose this endpoint when you need lightweight, local string normalisation and data-quality cleaning specifically for training attendance records (course names, dates, attendee/completion counts) without requiring external enrichment or forecasting. It is ideal for pre-processing LMS exports, HR compliance data, or workshop logs before loading into analytics systems, and handles batches of up to 200 rows per call at very low cost.

## Known failure modes

- Submitting more than 200 rows returns a validation error
- Rows missing required fields (row_id, course, date, attendees, completions) are rejected
- Dates not matching YYYY-MM-DD pattern cause row-level validation failure
- Numeric values outside the allowed range trigger schema validation errors
- Empty row arrays are rejected with a minItems violation

## How this service works

Training attendance - String normalisation: String normalisation for Training attendance. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded string normalisation deliverable.

## Output

Returns up to 200 normalised training attendance records with cleaned and standardised string fields, corrected date formats, and validated numeric attendee and completion counts, along with any data-quality flags or corrections applied per row.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/training-attendance-string-normalisation-6df0fa44/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)