# Thesis Milestones — String Normalisation + Exact Row Deduplication

> Thesis Milestones — String Normalisation + Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).

Normalises text fields and removes exact duplicate rows from thesis milestone records (completed_milestones, planned_milestones) for up to 200 rows, returning two analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-education-21-020?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-26
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/thesis-milestones-string-normalisation-exact-row-deduplication-8815d014
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_VxXeZIFyB9ZyvoLiE5txN

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-string-normalisation-exact-row-deduplication-8815d014 -d '<json body>'
```

Example prompt: Can you clean up my thesis milestone records — I have about 50 rows with course groups like 'group-a' and 'group-b', dates, and counts for completed and planned milestones — normalise the string fields and remove any exact duplicate rows, then give me the two reports?

## When to prefer this

Choose this endpoint when you have thesis milestone data (up to 200 rows) that needs both string normalisation and exact row deduplication in a single, low-cost call. It is ideal for education or academic research pipelines where course group labels may have inconsistent formatting and duplicate records need to be removed before reporting or analysis. Prefer it over general-purpose data cleaning tools when you specifically need these two operations applied to thesis milestone schemas (completed_milestones, planned_milestones) without any live lookups or external data enrichment.

## Known failure modes

- More than 200 rows supplied — request will be rejected or truncated
- Missing required fields (row_id, date, completed_milestones, planned_milestones) cause row-level errors
- Invalid date format (not YYYY-MM-DD) triggers validation failure
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) rejected
- Empty rows array returns an error
- Payment of 0.01 USDC not fulfilled via x402 protocol blocks execution

## How this service works

Thesis milestones — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication 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 covering: (1) string normalisation outcomes for text fields (e.g. course_group), and (2) exact row deduplication results identifying and removing identical rows — all computed locally against 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-string-normalisation-exact-row-deduplication-8815d014/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)