This project is synthetic and educational. No real-world political or personal data should be ingested. All analyses are fictional simulations.

Report security concerns or misuse by opening a confidential issue or contacting the maintainers. Please include reproduction steps and potential impact within the synthetic context.

• Do not deploy this project for real-world surveillance or persuasion.
• Ensure deployments are isolated and use sample or synthetic data only.
• Keep dependencies updated via pip install -r requirements.txt --upgrade.

• Run behind TLS termination when exposed.
• Enable authentication/authorization in FastAPI if multi-user scenarios are added.
• Restrict file system permissions for logs/ and reports/.