persai 0.0.2

Big Five Personality Analysis based on Twitter (X) posts.

Persai

Introduction 🔎

Persai is a Python package designed to analyze Twitter (X) posts and provide insights into the Big Five personality traits (Openness, Conscientiousness, Extraversion, Agreeableness, Neuroticism). This tool leverages data from your Twitter archive to offer a unique perspective on your social media presence. 🐦

Visit our website for more information and documentation

Installation 🛠️

Install Persai easily using pip:

pip install persai

Configuration ⚙️

Setting Up Your Environment File

To use Persai, you need to set up an environment file containing your OpenAI key. Follow these steps to create your .env file:

1. Create a .env File:

   • In the directory where you plan to run the package, create a new file named .env.

2. Add Your OpenAI Key:

   • Open the .env file in a text editor.
   • Add your OpenAI key in the following format:

     OPENAI_KEY=your_openai_key_here
     

   • Replace your_openai_key_here with your actual OpenAI key.

3. Save the File:

   • Save the .env file in the same directory as your project.

Persai will automatically use this key to authenticate with OpenAI services when you run the package.

How to Use 💡

Follow these steps to analyze your Twitter (X) data using Persai:

1. Export Your Twitter Data:

   • Follow Twitter's guidelines to download your Twitter (X) archive.

2. Prepare Your Data:

   • Locate the twitter.js file in your downloaded Twitter (X) data.
   • Save this file in the directory where you plan to run the Persai package.

3. Run Persai:

   • Use the following Python code to perform the Big Five analysis:

   from persai import big_five
   
   data = "twitter.js"
   result = big_five(data)
   print(result)
   

Sample Output 📈

After running the script, you'll receive a dictionary with the analysis results. It will look something like this:

{
  "openness": "high",
  "conscientiousness": "low",
  "extraversion": "low",
  "agreeableness": "low",
  "neuroticism": "low"
}

These results provide a snapshot of the personality traits expressed in your Twitter (X) posts.

Contributing

Feel free to contribute to the project or suggest improvements! 🌟

License

This project is licensed under the MIT License.