# Firewall Rule Reviews — Exact Row Deduplication + Two-Measure Correlation

> Firewall Rule Reviews — Exact Row Deduplication + Two-Measure Correlation 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).

Deduplicates firewall rule review records and computes a two-measure correlation between rules_reviewed and rules_removed for up to 200 rows, returning two analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-security-08-050?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/firewall-rule-reviews-exact-row-deduplication-two-measure-correlation-f47dd476
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_XkBEEW1cGe_yMrza1kNsf

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 firewall-rule-reviews-exact-row-deduplication-two-measure-correlation-f47dd476 -d '<json body>'
```

Example prompt: Can you deduplicate my firewall rule review records and run a correlation between rules_reviewed and rules_removed? I have about 50 rows with fields for row_id, control_group, date, rules_reviewed, and rules_removed — I want both the dedup report and the correlation report.

## When to prefer this

Choose this endpoint when you have firewall rule review tabular data (with rules_reviewed and rules_removed metrics) that needs both exact duplicate removal and correlation analysis in a single low-cost call. Ideal for security teams cleaning audit logs before reporting, or analysts checking whether review volume correlates with rule removal rates. Not suitable if you need live firewall data lookup, predictive modeling, or professional security assessment.

## Known failure modes

- Exceeding 200 rows returns an error or truncation
- Missing required fields (row_id, date, rules_reviewed, rules_removed) cause validation failures
- Invalid date format (non-YYYY-MM-DD) triggers schema rejection
- Null or out-of-range numeric values may affect correlation validity
- Submitting fewer than 2 rows limits correlation meaningfulness

## How this service works

Firewall rule reviews — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied firewall rule reviews records (rules_reviewed, rules_removed). 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 analytical reports: (1) an exact row deduplication report identifying and removing duplicate records from the submitted firewall review rows, and (2) a two-measure correlation analysis between rules_reviewed and rules_removed across the supplied dataset. No external data is fetched; analysis runs entirely on the submitted rows.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/firewall-rule-reviews-exact-row-deduplication-two-measure-correlation-f47dd476/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)