# Research Task Completion Analyzer — Deduplication + Numeric Distribution

> Research Task Completion Analyzer — 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 2026-10-22).

Performs exact row deduplication and numeric distribution analysis on supplied research task completion records (completed_tasks, assigned_tasks) for up to 200 rows, returning two independent analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-company-22-039?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-22
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/research-task-completion-analyzer-deduplication-numeric-distribution-ec75471a
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_F13zTQroLkqbHiKU1h8N2

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 research-task-completion-analyzer-deduplication-numeric-distribution-ec75471a -d '<json body>'
```

Example prompt: I've got a set of task completion records for our research teams — can you run exact row deduplication and numeric distribution analysis on the completed_tasks field across these rows (up to 200 entries with row_id, company_group, date, completed_tasks, and assigned_tasks) and give me both reports?

## When to prefer this

Choose this endpoint when you need both exact row deduplication and numeric distribution analysis on task completion records (completed_tasks, assigned_tasks) in a single $0.01 call, without needing live lookups, predictions, or external data. Ideal for data quality checks before analytics pipelines, auditing research task datasets for duplicates, or quickly profiling the distribution of task metrics across company groups and dates. Not suitable if you need fuzzy/approximate deduplication, ML-based anomaly detection, or analysis of fields beyond the supported schema.

## Known failure modes

- Fewer than 1 row supplied — minimum row count not met
- More than 200 rows supplied — exceeds maximum row limit
- Missing required fields (row_id, company_group, date, completed_tasks, assigned_tasks) in any row
- Invalid date format (must match YYYY-MM-DD pattern)
- Numeric field values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)
- Invalid field selector — must be 'completed_tasks' or 'assigned_tasks'
- Payment of 0.01 USDC not provided or rejected via x402 protocol

## How this service works

Research task completion — Exact row deduplication + Numeric distribution: Exact row deduplication + Numeric distribution for supplied research task completion records (completed_tasks, assigned_tasks). 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

Returns two independent analytical reports: (1) an exact row deduplication report identifying and removing fully duplicate rows from the supplied dataset, and (2) a numeric distribution report covering statistical characteristics (e.g. min, max, mean, percentiles, frequency distribution) of the selected numeric field (completed_tasks or assigned_tasks). Both reports are computed locally 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",
     "company_group",
     "date",
     "completed_tasks",
     "assigned_tasks"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "company_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "assigned_tasks": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "completed_tasks": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "company_group": "group-a",
     "assigned_tasks": 1,
     "completed_tasks": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "company_group": "group-b",
     "assigned_tasks": 2,
     "completed_tasks": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "company_group": "group-a",
     "assigned_tasks": 3,
     "completed_tasks": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "company_group": "group-b",
     "assigned_tasks": 4,
     "completed_tasks": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "completed_tasks",
    "assigned_tasks"
   ],
   "type": "string",
   "default": "completed_tasks"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/research-task-completion-analyzer-deduplication-numeric-distribution-ec75471a/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)