# Save Files Analytics: Record Quality Audit + Exact Row Deduplication + Equal-Width Histogram

> Save Files Analytics: Record Quality Audit + 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 2026-11-02).

Runs three local analytical reports on save-file records (save_kb, write_ms): a record quality audit, exact row deduplication, and an equal-width histogram — up to 200 rows, no external lookups.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-game-13-219?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/save-files-analytics-record-quality-audit-exact-row-deduplication-0a6f696f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_n_C9rwO3o1iV_68mqXykL

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 save-files-analytics-record-quality-audit-exact-row-deduplication-0a6f696f -d '<json body>'
```

Example prompt: I have 150 save file records with row_id, game_area, date, save_kb, and write_ms — can you run a record quality audit, deduplicate exact duplicate rows, and generate a 10-bin histogram on the save_kb field?

## When to prefer this

Choose this endpoint when you need all three analytical operations (quality audit, deduplication, histogram) in a single cheap call ($0.01 USDC) on a small-to-medium save-file dataset (up to 200 rows). It is ideal for game analytics pipelines that need to validate and summarize save file metrics (save_kb, write_ms) without any external lookup or ML inference. Not suitable for datasets larger than 200 rows, real-time monitoring, or metrics beyond save_kb and write_ms.

## Known failure modes

- Rows array is empty or exceeds 200-item limit — validation error
- save_kb or write_ms values outside ±1,000,000,000,000 range — schema rejection
- date field not in YYYY-MM-DD format — pattern validation failure
- bins parameter set to 0 or greater than 30 — validation error
- row_id missing or empty string — required field error
- Payment not completed via x402 — 402 response, no reports returned

## How this service works

Save files — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied save files records (save_kb, write_ms). 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

Three independent reports returned together: (1) a record quality audit flagging nulls, out-of-range values, or malformed fields; (2) an exact row deduplication report listing which rows are duplicates and the deduplicated set; (3) an equal-width histogram of the chosen numeric field (save_kb or write_ms) with configurable bin count. All computed locally — no external data sources involved.

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/save-files-analytics-record-quality-audit-exact-row-deduplication-0a6f696f/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)