Generate Mock User Data with GPT-4 and Automate CSV Creation
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Effortlessly create realistic mock user data using GPT-4 and automate its conversion into clean, ready-to-use CSV files. Perfect for testing, development, and demonstrations.
About This Workflow
This n8n workflow empowers you to generate high-quality mock user data with the advanced capabilities of GPT-4. The workflow prompts GPT-4 to create a JSON array of fictional users, ensuring names and surnames start with the same letter for a touch of creativity. It intelligently handles subscription statuses and dates, providing accurate and varied data. Following data generation, the workflow seamlessly processes the JSON, transforms it into a tabular format, and converts it into multiple CSV files, each named dynamically. Crucially, it includes steps to strip any Byte Order Mark (BOM) and create valid binary data, ensuring compatibility with various data processing tools and preventing common import issues. This streamlined process is ideal for populating databases, testing applications, or creating sample datasets for presentations.
Key Features
- Intelligent Data Generation: Leverages GPT-4 to create diverse and creative mock user data.
- Customizable Prompts: Easily modify the GPT-4 prompt to tailor data attributes and constraints.
- Automated CSV Conversion: Transforms raw JSON into well-formatted CSV files automatically.
- Dynamic File Naming: Generates unique CSV filenames based on batch index and file extension.
- BOM Handling: Includes essential steps to ensure CSV files are clean and easily readable by other applications.
How To Use
- Trigger the Workflow: Click the "Execute Workflow" button to initiate the data generation process.
- Review GPT-4 Output: The OpenAI node will generate a JSON array of mock user data, which can be viewed in the pinned data.
- Data Transformation: The workflow automatically parses the JSON, splits it into manageable batches, and converts it into a tabular format.
- CSV File Creation: The "Convert to CSV" node generates CSV files with dynamic names (e.g.,
funny_names_1.csv). - File Integrity: The "Strip UTF BOM bytes" and "Create valid binary" nodes ensure the CSV files are clean and free of encoding issues.
- Save to Disk: The generated CSV files are saved to your local disk in the
.n8ndirectory.
Apps Used
Workflow JSON
{
"id": "7f4b4a5b-40bc-4ef8-8c85-f3155696db11",
"name": "Generate Mock User Data with GPT-4 and Automate CSV Creation",
"nodes": 8,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 7f4b4a5b-40bc...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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