CSV cleaning and normalization to JSON
CSV cleaning and normalization to JSON: column names, types, duplicates and empty values. Data is processed in memory and not stored.
Answeringour last check, 2026-10-04
1 of 1checks answered this week
311 msmedian answer time
$0.02listed price per call
$0.02price it asked us
Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.
Endpoint
POST https://api.vextorium.com/v1/csv-clean
| Category | Everything else |
|---|---|
| Provider host | api.vextorium.com |
| Networks | eip155:10, eip155:5042, eip155:8453, solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp |
| Payment schemes | exact |
| Self-reported calls, 30 days | 1 from 1 payers (the provider's figure, not ours) |
Our checks, last 30 days
| Day | Result | HTTP | Asked | Time |
|---|---|---|---|---|
| 2026-10-04 | valid payment request | 402 | $0.02 | 311 ms |
Example input (from the provider)
{
"body": {
"from": "csv",
"input": "Nombre,Edad\nAna,25\nLuis,",
"to": "json"
},
"bodyType": "json",
"method": "POST",
"type": "http"
}
Promised output schema (from the provider)
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"body": {
"properties": {
"from": {
"description": "Input format",
"enum": [
"csv"
],
"type": "string"
},
"input": {
"description": "Raw CSV content to clean",
"type": "string"
},
"to": {
"description": "Output format",
"enum": [
"json"
],
"type": "string"
}
},
"required": [
"input",
"from",
"to"
]
},
"bodyType": {
"enum": [
"json",
"form-data",
"text"
],
"type": "string"
},
"method": {
"enum": [
"POST"
],
"type": "string"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method",
"bodyType",
"body"
],
"type": "object"
},
"output": {
"properties": {
"example": {
"properties": {
"applied_changes": {
"items": {
"type": [
"null",
"string"
]
},
"type": [
"array",
"null"
]
},
"columns": {
"items": {
"type": [
"null",
"string"
]
},
"type": [
"array",
"null"
]
},
"data": {
"items": {
"properties": {
"age": {
"type": [
"number",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
}
},
"type": [
"null",
"object"
]
},
"type": [
"array",
"null"
]
},
"privacy_notice": {
"type": [
"string",
"null"
]
},
"rows": {
"type": [
"number",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}
},
"required": [
"input"
],
"type": "object"
}