# Forum Topic Activity Analyzer — Quality Audit, Deduplication & Grouped Summary

> Forum Topic Activity Analyzer — Quality Audit, Deduplication & Grouped Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).

Runs three local analytical reports (record quality audit, exact row deduplication, grouped numeric summary) on submitted forum topic activity data containing thread and reply counts.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-news-22-211?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-11-02
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/forum-topic-activity-analyzer-quality-audit-deduplication-grouped-e9f7398a
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_QSEtQcAs-NZvgF4oIpIx2

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 forum-topic-activity-analyzer-quality-audit-deduplication-grouped-e9f7398a -d '<json body>'
```

Example prompt: Can you audit this set of forum topic activity records for quality issues, remove exact duplicate rows, and give me a grouped numeric summary of thread_count by channel_group? Here are up to 200 rows with row_id, date, channel_group, thread_count, and reply_count fields.

## When to prefer this

Use this endpoint when you have raw forum topic activity data (thread counts, reply counts, channel groups) that needs simultaneous quality auditing, deduplication, and grouped summarization in a single low-cost call. Prefer this over general-purpose analytics when your data fits the specific schema (row_id, date, channel_group, thread_count, reply_count) and you need all three reports at once without any external data enrichment or prediction.

## Known failure modes

- Fewer than 1 row submitted — request rejected
- More than 200 rows submitted — exceeds maximum row limit
- Missing required fields (row_id, channel_group, date, thread_count, reply_count) in any row — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Invalid field selector (must be thread_count or reply_count) — enum validation error
- Numeric values outside allowed range (-1e12 to 1e12) — schema rejection

## How this service works

Forum topic activity — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied forum topic activity records (thread_count, reply_count). 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 missing, null, or malformed values in the submitted rows; (2) an exact row deduplication report identifying and removing fully duplicate records; and (3) a grouped numeric summary aggregating thread_count or reply_count by channel_group. All processing is performed locally on the supplied data with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/forum-topic-activity-analyzer-quality-audit-deduplication-grouped-e9f7398a/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)