GitTeaching / Django_NER_Crisis

Django web application and REST API - Named Entity Recognition to identify and extract 4W situational events - WHAT WHERE WHEN WHO - from crisis text reports and Twitter.

Django_NER_Crisis

Django web application - Named Entity Recognition to identify and extract 4W situational events - WHAT WHERE WHEN WHO - from crisis text reports and Twitter.

Deployment :

Deployed on Heroku : https://djangonercrisis.herokuapp.com/home/

Screenshots :

Libraries and tools used :

• Django Framework : for web app development
• Django REST Framework : for REST API development
• SpaCy & Displacy : for NLP and Named Entity Recognition visualization
• CrisisLex : for crisis lexicon (updated and modified)
• Tweepy : for accessing the Twitter API
• SQLite database & PostgreSQL for deployment

System Architecture :

The API acces points : "api" app in django project