# Thesis Milestones — String Normalisation + Category Frequencies

> Thesis Milestones — String Normalisation + Category Frequencies 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).

Analyzes thesis milestone records by normalizing strings and computing category frequencies across completed and planned milestones for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-education-21-024?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-category-frequencies-bd21e99d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_wVisuz0QuuOH9jOzh8Jam

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-category-frequencies-bd21e99d -d '<json body>'
```

Example prompt: Can you normalize the milestone labels and give me category frequency counts for these thesis milestone records — I have 4 rows with course groups group-a and group-b, dates from 2026-10-01 to 2026-10-04, and completed_milestones values of 10, 20, 15, 30 with planned_milestones of 1, 2, 3, 4?

## When to prefer this

Choose this endpoint when you have thesis or academic milestone data (up to 200 rows) and need both string normalization and category frequency analysis in a single low-cost call ($0.01 USDC). It is ideal for education analytics workflows where you want to clean inconsistent text labels and understand the distribution of records across course groups without requiring any live data lookup or external computation.

## Known failure modes

- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, completed_milestones, planned_milestones) cause row rejection
- Dates not matching YYYY-MM-DD pattern fail schema validation
- Payment not fulfilled results in 402 response
- Null numeric values may affect frequency aggregation output

## How this service works

Thesis milestones — String normalisation + Category frequencies: String normalisation + Category frequencies 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

Two independent analytical reports: (1) a string normalization report standardizing text fields in the submitted milestone records, and (2) a category frequency report showing how often each course group or category appears across the supplied rows — both computed locally without 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-category-frequencies-bd21e99d/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)