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🌍 Google Translate Scraper Pro · Apify Actor

Translate text between 100+ languages using Google Translate and receive clean, structured JSON output — perfect for localization, NLP pipelines, content automation, and multilingual data processing. Built and maintained by DataWizards.

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📌 What Is Google Translate Scraper Pro?

Google Translate Scraper Pro is a fast and reliable Apify Actor that allows you to programmatically translate text from one language to another using Google Translate’s public interface.

This actor supports bulk text translation, handles Unicode safely, and returns accurate, structured translations without requiring Google API keys.

It’s ideal for developers, researchers, content teams, and data engineers who need scalable translation without manual effort.

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🧠 Key Features

• ✅ Bulk text translation in a single run
• ✅ Supports 100+ source & target languages
• ✅ Clean, structured JSON output
• ✅ Preserves original input text
• ✅ Unicode & multilingual safe
• ✅ Proxy support via Apify Proxy
• ✅ Lightweight, fast, and automation-ready

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🛠️ Input Schema

Use the following input configuration to run the actor:

{
  "proxyConfiguration": {
    "useApifyProxy": true
  },
  "source_lang": "ko",
  "target_lang": "en",
  "texts": [
    "안녕하세요 저는 스크래퍼입니다. 만나서 반갑습니다."
  ]
}

🔍 Input Parameters Explained

Field	Description
source_lang	Source language code (e.g., ko, en, ja)
target_lang	Target language code (e.g., en, fr, de)
texts	Array of text strings to translate
proxyConfiguration	Enables Apify Proxy for stability

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🔐 Proxy Configuration

• useApifyProxy → true (recommended)

Using Apify Proxy improves reliability and helps avoid rate limits when translating large text batches.

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📤 Output Example

Each input text is returned with its translated result:

[
  {
    "input_text": "안녕하세요 저는 스크래퍼입니다. 만나서 반갑습니다.",
    "output_text": "Hello, I'm Scraper. Nice to meet you."
  }
]

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🚀 Use Cases

• 🌐 Website Localization – Translate UI strings & content
• 🧠 NLP & AI Pipelines – Preprocess multilingual datasets
• 📊 Data Normalization – Convert scraped data into one language
• 🤖 Automation Workflows – Integrate translations into apps
• 📰 Content Repurposing – Translate articles, reviews, comments

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✅ Best Practices

• Batch texts efficiently to reduce total runs
• Use valid ISO language codes
• Enable proxy for large-scale translation jobs
• Validate translated output if used in production systems
• Avoid sending extremely large single text blocks

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🔧 Customization & Enhancements

Need:

• Simplified output?
• Language auto-detection?
• Metadata like detected language?
• Integration with your existing pipeline?

If there is any change you want, DataWizards are always ready for you.

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🤝 Support

For custom/simplified outputs, bug reports, or integration help:

📩 Email: hello.datawizard@gmail.com ✉️ Email Subject: Google Translate Scraper Pro – Support Request

🔗 LinkedIn: https://linkedin.com/in/data-wizards-aa8080342

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🐞 Feedback & Bug Reports

Found a bug or want to request a feature?

📧 Email: hello.datawizard@gmail.com 🛠️ Subject: Bug Report – Google Translate Scraper Pro Or report directly via the Apify platform.

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🧰 Need Something More?

Whether you need:

• Custom translation workflows
• Large-scale multilingual processing
• Cleaner or domain-specific translations
• End-to-end data pipelines

💡 DataWizards deliver smart, fast, and scalable automation.

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🏁 Translate smarter with Google Translate Scraper Pro — automation-ready, developer-friendly, and built for scale 🌍✨

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