# Thesis Milestones Record Quality Audit + Two-Measure Correlation

> Thesis Milestones Record Quality Audit + 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 2026-10-28).

Runs a record quality audit and a two-measure correlation analysis on up to 200 rows of thesis milestone data (completed_milestones, planned_milestones), returning two independent analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-education-21-015?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-28
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/thesis-milestones-record-quality-audit-two-measure-correlation-4d418893
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_ZRGdYRVCuYQpKq1TLfTOb

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 thesis-milestones-record-quality-audit-two-measure-correlation-4d418893 -d '<json body>'
```

Example prompt: Can you audit the quality of my thesis milestone records and check how well completed milestones correlate with planned milestones? I have data for two course groups (group-a and group-b) across about 50 rows with dates, completed_milestones, and planned_milestones fields.

## When to prefer this

Choose this endpoint when you have tabular thesis milestone data (completed vs planned) and need both a data quality audit and a correlation analysis in a single low-cost call. It is ideal for educators, researchers, or academic data pipelines that track milestone completion and want to validate data integrity and measure the relationship between planned and actual progress — all offline without any external data lookups or predictions.

## Known failure modes

- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, date, course_group) causes row-level rejection
- Malformed date strings not matching YYYY-MM-DD pattern are rejected
- Null or out-of-range numeric values for milestones may affect correlation output
- Empty rows array returns an error
- Payment not included or insufficient USDC results in 402 response

## How this service works

Thesis milestones — Record quality audit + Two-measure correlation: Record quality audit + Two-measure correlation for supplied thesis milestones records (completed_milestones, planned_milestones). 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) a record quality audit identifying issues such as missing values, nulls, or anomalies in the supplied milestone rows, and (2) a two-measure correlation report quantifying the statistical relationship between completed_milestones and planned_milestones. All analysis 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",
     "course_group",
     "date",
     "completed_milestones",
     "planned_milestones"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "course_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "planned_milestones": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "completed_milestones": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "course_group": "group-a",
     "planned_milestones": 1,
     "completed_milestones": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "course_group": "group-b",
     "planned_milestones": 2,
     "completed_milestones": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "course_group": "group-a",
     "planned_milestones": 3,
     "completed_milestones": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "course_group": "group-b",
     "planned_milestones": 4,
     "completed_milestones": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/thesis-milestones-record-quality-audit-two-measure-correlation-4d418893/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)