ToolAssay

City Table Clean

City Table Clean: send a Socrata or CKAN city open-data CSV URL (or upload) and get back a cleaned CSV plus a change report: trimmed whitespace, normalized headers, ISO dates, plain numbers, de-duplicated rows, and a per-cell change log.

Not tested: has real-world effectsour last check, 2026-10-10
0 of 0checks answered this week
n/amedian answer time
$0.02listed price per call
n/aprice 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://city-table-clean.onrender.com/v1/clean

CategoryEverything else
Provider hostcity-table-clean.onrender.com
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days0 from 0 payers (the provider's figure, not ours)

Our checks, last 30 days

We never call tools that send, buy, move money or file anything, not even without paying.

Example input (from the provider)

{
  "body": {
    "url": "https://data.cityofchicago.org/resource/ijzp-q8t2.csv?$limit=100"
  },
  "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": {
            "dedupe": {
              "default": true,
              "type": "boolean"
            },
            "include_changes": {
              "default": true,
              "type": "boolean"
            },
            "max_rows": {
              "default": 50000,
              "maximum": 50000,
              "minimum": 1,
              "type": "integer"
            },
            "url": {
              "description": "https URL of a public CSV: Socrata (/resource/xxxx-xxxx.csv, /d/xxxx-xxxx, rows.csv) or CKAN resource/download URL",
              "format": "uri",
              "type": "string"
            }
          },
          "required": [
            "url"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST",
            "PUT",
            "PATCH"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "properties": {
            "changes": {
              "items": {
                "properties": {
                  "action": {
                    "type": "string"
                  },
                  "after": {},
                  "before": {},
                  "column": {
                    "type": [
                      "string",
                      "null"
                    ]
                  },
                  "row": {
                    "type": "integer"
                  }
                },
                "type": "object"
              },
              "type": "array"
            },
            "cleaned_csv": {
              "description": "Cleaned CSV text",
              "type": "string"
            },
            "report": {
              "description": "Summary: header map, column types, change counts, duplicates removed",
              "type": "object"
            },
            "source": {
              "type": "object"
            }
          },
          "required": [
            "cleaned_csv",
            "report"
          ],
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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