# Data Ingestion Batches — Exact Row Deduplication + Equal-Width Histogram

> Data Ingestion Batches — Exact Row Deduplication + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).

Deduplicates rows and generates an equal-width histogram for data ingestion batch records (received_rows, accepted_rows) across up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-analytics-01-048?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/data-ingestion-batches-exact-row-deduplication-equal-width-histogram-cb151b34
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_wyW0jz9A9XVsB_gcAT38c

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 data-ingestion-batches-exact-row-deduplication-equal-width-histogram-cb151b34 -d '<json body>'
```

Example prompt: Can you deduplicate my data ingestion batch records and generate a 10-bin equal-width histogram of the received_rows field? Here are the records: row-1 on 2024-01-01, dataset_group 'sales', received_rows 500, accepted_rows 480; row-2 on 2024-01-02, dataset_group 'sales', received_rows 300, accepted_rows 290.

## When to prefer this

Choose this endpoint when you need both exact row deduplication and a histogram distribution analysis on data ingestion batch metrics (received_rows or accepted_rows) in a single call. It is ideal for ETL pipeline quality audits, ingestion monitoring dashboards, and data quality checks where you supply your own batch records and need two analytical reports cheaply at $0.01 per call for up to 200 rows. Prefer alternatives if you need live data lookup, correlation analysis, forecasting, or work with more than 200 rows at a time.

## Known failure modes

- More than 200 rows submitted — request rejected or truncated
- Invalid date format (not YYYY-MM-DD) causes row validation failure
- Missing required fields (row_id, dataset_group, date) cause schema rejection
- bins value outside 1–30 range causes parameter rejection
- Numeric values outside ±1,000,000,000,000 range rejected
- Empty rows array returns error
- Field enum value not 'received_rows' or 'accepted_rows' causes rejection

## How this service works

Data ingestion batches — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied data ingestion batches records (received_rows, accepted_rows). 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 reports: (1) an exact row deduplication report identifying duplicate rows and the deduplicated dataset, and (2) an equal-width histogram report binning the chosen numeric field (received_rows or accepted_rows) into the specified number of bins, with counts per bin. Both reports are computed locally on the supplied data with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "bins": {
   "type": "integer",
   "default": 5,
   "maximum": 30,
   "minimum": 1
  },
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "dataset_group",
     "date",
     "received_rows",
     "accepted_rows"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "accepted_rows": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "dataset_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "received_rows": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "accepted_rows": 1,
     "dataset_group": "group-a",
     "received_rows": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "accepted_rows": 2,
     "dataset_group": "group-b",
     "received_rows": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "accepted_rows": 3,
     "dataset_group": "group-a",
     "received_rows": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "accepted_rows": 4,
     "dataset_group": "group-b",
     "received_rows": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "received_rows",
    "accepted_rows"
   ],
   "type": "string",
   "default": "received_rows"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/data-ingestion-batches-exact-row-deduplication-equal-width-histogram-cb151b34/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)