# Interview Transcripts — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary

> Interview Transcripts — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).

Runs three local analytical reports on interview transcript data: a record quality audit, exact row deduplication, and a grouped numeric summary of transcript_words or audio_minutes across up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-news-12-211?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-23
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/interview-transcripts-record-quality-audit-exact-row-deduplication-9038bbcb
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_drE7X9FjXccQGQIMQw8dv

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 interview-transcripts-record-quality-audit-exact-row-deduplication-9038bbcb -d '<json body>'
```

Example prompt: Run a quality audit, exact duplicate check, and grouped numeric summary on these interview transcript records — I have 4 rows with row_id, channel_group, date, transcript_words, and audio_minutes fields — and summarize the transcript_words metric by group.

## When to prefer this

Choose this endpoint when you have structured interview transcript tabular data (up to 200 rows) and need all three of: data quality auditing, exact duplicate detection, and grouped numeric aggregation in a single low-cost call ($0.01 USDC). It is fully local with no external lookups, making it suitable for sensitive research data. Prefer alternatives if you need predictive analytics, NLP on transcript text, or datasets larger than 200 rows.

## Known failure modes

- Empty rows array returns validation error
- Rows exceeding 200-item limit are rejected
- Malformed date strings not matching YYYY-MM-DD pattern cause schema validation failure
- Missing required fields (row_id, channel_group, date) cause per-row errors
- Invalid field enum value (not 'transcript_words' or 'audio_minutes') causes rejection
- Payment not included or insufficient USDC causes 402 error

## How this service works

Interview transcripts — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied interview transcripts records (transcript_words, audio_minutes). 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 reports: (1) a record quality audit flagging null, out-of-range, or malformed values in transcript_words and audio_minutes; (2) an exact row deduplication report identifying completely identical rows; and (3) a grouped numeric summary aggregating the selected metric (transcript_words or audio_minutes) across distinct channel_group values.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/interview-transcripts-record-quality-audit-exact-row-deduplication-9038bbcb/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)