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Data Bridge

Under maintenance

Try for free

Turn messy data into clean records for HubSpot, Salesforce, Airtable, SQL, Google Sheets, or any custom schema. Just point it at your data and pick a target format. AI figures out which fields go where, normalizes emails or phone numbers, parses dates, removes duplicates, and validates the output.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Filip Cicvárek

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

Automation

Integrations

Developer tools

You can access the Data Bridge programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

# Set API token
$API_TOKEN=<YOUR_API_TOKEN>

# Prepare Actor input
$cat > input.json << 'EOF'
<{
<  "rawData": "[{\"name\": \"John Doe\", \"email\": \"john@example.com\", \"phone\": \"5551234567\"}, {\"name\": \"Jane Smith\", \"email\": \"jane@test.org\", \"phone\": \"+1-555-987-6543\"}]",
<  "targetExample": {
<    "full_name": "Jane Doe",
<    "email": "jane@example.com",
<    "phone": "+1 (555) 123-4567",
<    "company": "Acme Corp",
<    "signup_date": "2026-01-15",
<    "is_active": true
<  },
<  "targetSchema": {
<    "fields": {
<      "email": {
<        "type": "string",
<        "format": "email",
<        "required": true,
<        "description": "Contact email"
<      },
<      "full_name": {
<        "type": "string",
<        "required": true,
<        "description": "Full name"
<      },
<      "phone": {
<        "type": "string",
<        "description": "Phone number"
<      },
<      "signup_date": {
<        "type": "date",
<        "description": "When they signed up"
<      },
<      "is_vip": {
<        "type": "boolean",
<        "description": "VIP customer flag"
<      }
<    }
<  },
<  "fieldMappings": {
<    "email_address": "email",
<    "full_name": "firstname",
<    "company_name": "company",
<    "phone_number": "phone",
<    "city": "city"
<  },
<  "validationRules": {
<    "email": {
<      "pattern": "^[^@]+@[^@]+\\.[^@]+$"
<    },
<    "country": {
<      "enum": [
<        "US",
<        "GB",
<        "DE",
<        "FR",
<        "CA"
<      ]
<    },
<    "age": {
<      "min": 0,
<      "max": 150
<    }
<  },
<  "transformationRules": [
<    {
<      "sourceField": "full_name",
<      "targetField": "firstname",
<      "transform": "split_name",
<      "params": {
<        "output": "first"
<      }
<    },
<    {
<      "sourceField": "full_name",
<      "targetField": "lastname",
<      "transform": "split_name",
<      "params": {
<        "output": "last"
<      }
<    },
<    {
<      "sourceField": "signup_date",
<      "targetField": "created_at",
<      "transform": "date_normalize",
<      "params": {
<        "target_format": "%Y-%m-%d"
<      }
<    }
<  ]
<}
<EOF

# Run the Actor using an HTTP API
# See the full API reference at https://docs.apify.com/api/v2
$curl "https://api.apify.com/v2/acts/filip_cicvarek~data-bridge/runs?token=$API_TOKEN" \
<  -X POST \
<  -d @input.json \
<  -H 'Content-Type: application/json'

Data Bridge: Transform data into any custom schema. API

Below, you can find a list of relevant HTTP API endpoints for calling the Data Bridge Actor. For this, you’ll need an Apify account. Replace <YOUR_API_TOKEN> in the URLs with your Apify API token, which you can find under Integrations in Apify Console. For details, see the API reference.

Run Actor

POST
https://api.apify.com/v2/acts/filip_cicvarek~data-bridge/runs?token=<YOUR_API_TOKEN>

Note: By adding the method=POST query parameter, this API endpoint can be called using a GET request and thus used in third-party webhooks. Please refer to our Run Actor API documentation.

Run Actor synchronously and get dataset items

POST
https://api.apify.com/v2/acts/filip_cicvarek~data-bridge/run-sync-get-dataset-items?token=<YOUR_API_TOKEN>

Note: This endpoint supports both POST and GET request methods. However, only the POST method allows you to pass input data. For more information, please refer to our Run Actor synchronously and get dataset items API documentation.

Get Actor

GET
https://api.apify.com/v2/acts/filip_cicvarek~data-bridge?token=<YOUR_API_TOKEN>

For more information, please refer to our Get Actor API documentation.

Actors can be used to scrape web pages, extract data, or automate browser tasks. Use the Data Bridge API programmatically via the Apify API.

You can choose from:

Data Bridge API in Python

Data Bridge API in JavaScript

Data Bridge API through CLI

Data Bridge OpenAPI definition

You can start Data Bridge with the Apify API by sending an HTTP POST request to the Run Actorendpoint. An Actor’s input and its content type can be passed as a payload of the POST request, and additional options can be specified using URL query parameters. The Data Bridge is identified within the API by its ID, which is the creator’s username and the name of the Actor.

When the Data Bridge run finishes you can list the data from its default dataset(storage) via the API or you can preview the data directly on Apify Console.

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