BubbleDecoder

A service that analyzes social media content to identify algorithmic bias and bubble filters by examining topics, emotional tone, sentiment, language style, and polarization.

Setup

1 Service setup

1.1 Create venv (optional):

python3 -m venv venv
source venv/bin/activate

1.2. Install dependencies:

pip install -r requirements.txt

2 Run the service:

python app.py

3 The API will be available at http://localhost:5000

API Usage

POST /analyze_bubble_map

• Body: {"content": "Your social media post content here"}
• Returns: Analysis results with topic, sentiment, emotional tone, language style, and polarization